vocabulary for essay conclusion

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• 40 Useful Words and Phrases for Top-Notch Essays

To be truly brilliant, an essay needs to utilise the right language. You could make a great point, but if it’s not intelligently articulated, you almost needn’t have bothered.

Developing the language skills to build an argument and to write persuasively is crucial if you’re to write outstanding essays every time. In this article, we’re going to equip you with the words and phrases you need to write a top-notch essay, along with examples of how to utilise them.

It’s by no means an exhaustive list, and there will often be other ways of using the words and phrases we describe that we won’t have room to include, but there should be more than enough below to help you make an instant improvement to your essay-writing skills.

If you’re interested in developing your language and persuasive skills, Oxford Royale offers summer courses at its Oxford Summer School , Cambridge Summer School , London Summer School , San Francisco Summer School and Yale Summer School . You can study courses to learn english , prepare for careers in law , medicine , business , engineering and leadership.

General explaining

Let’s start by looking at language for general explanations of complex points.

1. In order to

Usage: “In order to” can be used to introduce an explanation for the purpose of an argument. Example: “In order to understand X, we need first to understand Y.”

2. In other words

Usage: Use “in other words” when you want to express something in a different way (more simply), to make it easier to understand, or to emphasise or expand on a point. Example: “Frogs are amphibians. In other words, they live on the land and in the water.”

3. To put it another way

Usage: This phrase is another way of saying “in other words”, and can be used in particularly complex points, when you feel that an alternative way of wording a problem may help the reader achieve a better understanding of its significance. Example: “Plants rely on photosynthesis. To put it another way, they will die without the sun.”

4. That is to say

Usage: “That is” and “that is to say” can be used to add further detail to your explanation, or to be more precise. Example: “Whales are mammals. That is to say, they must breathe air.”

5. To that end

Usage: Use “to that end” or “to this end” in a similar way to “in order to” or “so”. Example: “Zoologists have long sought to understand how animals communicate with each other. To that end, a new study has been launched that looks at elephant sounds and their possible meanings.”

Adding additional information to support a point

Students often make the mistake of using synonyms of “and” each time they want to add further information in support of a point they’re making, or to build an argument. Here are some cleverer ways of doing this.

6. Moreover

Usage: Employ “moreover” at the start of a sentence to add extra information in support of a point you’re making. Example: “Moreover, the results of a recent piece of research provide compelling evidence in support of…”

7. Furthermore

Usage:This is also generally used at the start of a sentence, to add extra information. Example: “Furthermore, there is evidence to suggest that…”

8. What’s more

Usage: This is used in the same way as “moreover” and “furthermore”. Example: “What’s more, this isn’t the only evidence that supports this hypothesis.”

9. Likewise

Usage: Use “likewise” when you want to talk about something that agrees with what you’ve just mentioned. Example: “Scholar A believes X. Likewise, Scholar B argues compellingly in favour of this point of view.”

10. Similarly

Usage: Use “similarly” in the same way as “likewise”. Example: “Audiences at the time reacted with shock to Beethoven’s new work, because it was very different to what they were used to. Similarly, we have a tendency to react with surprise to the unfamiliar.”

11. Another key thing to remember

Usage: Use the phrase “another key point to remember” or “another key fact to remember” to introduce additional facts without using the word “also”. Example: “As a Romantic, Blake was a proponent of a closer relationship between humans and nature. Another key point to remember is that Blake was writing during the Industrial Revolution, which had a major impact on the world around him.”

12. As well as

Usage: Use “as well as” instead of “also” or “and”. Example: “Scholar A argued that this was due to X, as well as Y.”

13. Not only… but also

Usage: This wording is used to add an extra piece of information, often something that’s in some way more surprising or unexpected than the first piece of information. Example: “Not only did Edmund Hillary have the honour of being the first to reach the summit of Everest, but he was also appointed Knight Commander of the Order of the British Empire.”

14. Coupled with

Usage: Used when considering two or more arguments at a time. Example: “Coupled with the literary evidence, the statistics paint a compelling view of…”

15. Firstly, secondly, thirdly…

Usage: This can be used to structure an argument, presenting facts clearly one after the other. Example: “There are many points in support of this view. Firstly, X. Secondly, Y. And thirdly, Z.

16. Not to mention/to say nothing of

Usage: “Not to mention” and “to say nothing of” can be used to add extra information with a bit of emphasis. Example: “The war caused unprecedented suffering to millions of people, not to mention its impact on the country’s economy.”

Words and phrases for demonstrating contrast

When you’re developing an argument, you will often need to present contrasting or opposing opinions or evidence – “it could show this, but it could also show this”, or “X says this, but Y disagrees”. This section covers words you can use instead of the “but” in these examples, to make your writing sound more intelligent and interesting.

17. However

Usage: Use “however” to introduce a point that disagrees with what you’ve just said. Example: “Scholar A thinks this. However, Scholar B reached a different conclusion.”

18. On the other hand

Usage: Usage of this phrase includes introducing a contrasting interpretation of the same piece of evidence, a different piece of evidence that suggests something else, or an opposing opinion. Example: “The historical evidence appears to suggest a clear-cut situation. On the other hand, the archaeological evidence presents a somewhat less straightforward picture of what happened that day.”

19. Having said that

Usage: Used in a similar manner to “on the other hand” or “but”. Example: “The historians are unanimous in telling us X, an agreement that suggests that this version of events must be an accurate account. Having said that, the archaeology tells a different story.”

20. By contrast/in comparison

Usage: Use “by contrast” or “in comparison” when you’re comparing and contrasting pieces of evidence. Example: “Scholar A’s opinion, then, is based on insufficient evidence. By contrast, Scholar B’s opinion seems more plausible.”

21. Then again

Usage: Use this to cast doubt on an assertion. Example: “Writer A asserts that this was the reason for what happened. Then again, it’s possible that he was being paid to say this.”

22. That said

Usage: This is used in the same way as “then again”. Example: “The evidence ostensibly appears to point to this conclusion. That said, much of the evidence is unreliable at best.”

Usage: Use this when you want to introduce a contrasting idea. Example: “Much of scholarship has focused on this evidence. Yet not everyone agrees that this is the most important aspect of the situation.”

Adding a proviso or acknowledging reservations

Sometimes, you may need to acknowledge a shortfalling in a piece of evidence, or add a proviso. Here are some ways of doing so.

24. Despite this

Usage: Use “despite this” or “in spite of this” when you want to outline a point that stands regardless of a shortfalling in the evidence. Example: “The sample size was small, but the results were important despite this.”

25. With this in mind

Usage: Use this when you want your reader to consider a point in the knowledge of something else. Example: “We’ve seen that the methods used in the 19th century study did not always live up to the rigorous standards expected in scientific research today, which makes it difficult to draw definite conclusions. With this in mind, let’s look at a more recent study to see how the results compare.”

26. Provided that

Usage: This means “on condition that”. You can also say “providing that” or just “providing” to mean the same thing. Example: “We may use this as evidence to support our argument, provided that we bear in mind the limitations of the methods used to obtain it.”

27. In view of/in light of

Usage: These phrases are used when something has shed light on something else. Example: “In light of the evidence from the 2013 study, we have a better understanding of…”

28. Nonetheless

Usage: This is similar to “despite this”. Example: “The study had its limitations, but it was nonetheless groundbreaking for its day.”

29. Nevertheless

Usage: This is the same as “nonetheless”. Example: “The study was flawed, but it was important nevertheless.”

30. Notwithstanding

Usage: This is another way of saying “nonetheless”. Example: “Notwithstanding the limitations of the methodology used, it was an important study in the development of how we view the workings of the human mind.”

Giving examples

Good essays always back up points with examples, but it’s going to get boring if you use the expression “for example” every time. Here are a couple of other ways of saying the same thing.

31. For instance

Example: “Some birds migrate to avoid harsher winter climates. Swallows, for instance, leave the UK in early winter and fly south…”

32. To give an illustration

Example: “To give an illustration of what I mean, let’s look at the case of…”

Signifying importance

When you want to demonstrate that a point is particularly important, there are several ways of highlighting it as such.

33. Significantly

Usage: Used to introduce a point that is loaded with meaning that might not be immediately apparent. Example: “Significantly, Tacitus omits to tell us the kind of gossip prevalent in Suetonius’ accounts of the same period.”

34. Notably

Usage: This can be used to mean “significantly” (as above), and it can also be used interchangeably with “in particular” (the example below demonstrates the first of these ways of using it). Example: “Actual figures are notably absent from Scholar A’s analysis.”

35. Importantly

Usage: Use “importantly” interchangeably with “significantly”. Example: “Importantly, Scholar A was being employed by X when he wrote this work, and was presumably therefore under pressure to portray the situation more favourably than he perhaps might otherwise have done.”

Summarising

You’ve almost made it to the end of the essay, but your work isn’t over yet. You need to end by wrapping up everything you’ve talked about, showing that you’ve considered the arguments on both sides and reached the most likely conclusion. Here are some words and phrases to help you.

36. In conclusion

Usage: Typically used to introduce the concluding paragraph or sentence of an essay, summarising what you’ve discussed in a broad overview. Example: “In conclusion, the evidence points almost exclusively to Argument A.”

37. Above all

Usage: Used to signify what you believe to be the most significant point, and the main takeaway from the essay. Example: “Above all, it seems pertinent to remember that…”

38. Persuasive

Usage: This is a useful word to use when summarising which argument you find most convincing. Example: “Scholar A’s point – that Constanze Mozart was motivated by financial gain – seems to me to be the most persuasive argument for her actions following Mozart’s death.”

39. Compelling

Usage: Use in the same way as “persuasive” above. Example: “The most compelling argument is presented by Scholar A.”

40. All things considered

Usage: This means “taking everything into account”. Example: “All things considered, it seems reasonable to assume that…”

How many of these words and phrases will you get into your next essay? And are any of your favourite essay terms missing from our list? Let us know in the comments below, or get in touch here to find out more about courses that can help you with your essays.

At Oxford Royale Academy, we offer a number of  summer school courses for young people who are keen to improve their essay writing skills. Click here to apply for one of our courses today, including law , business , medicine  and engineering .

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39 Different Ways to Say ‘In Conclusion’ in an Essay (Rated)

Chris Drew (PhD)

Dr. Chris Drew is the founder of the Helpful Professor. He holds a PhD in education and has published over 20 articles in scholarly journals. He is the former editor of the Journal of Learning Development in Higher Education. [Image Descriptor: Photo of Chris]

Learn about our Editorial Process

The phrase “In conclusion …” sounds reductive, simple and … well, just basic.

You can find better words to conclude an essay than that!

So below I’ve outlined a list of different ways to say in conclusion in an essay using a range of analysis verbs . Each one comes with an explanation of the best time to use each phrase and an example you could consider.

Read Also: How to Write a Conclusion using the 5C’s Method

List of Ways to Say ‘In Conclusion’ in an Essay

The following are the best tips I have for to say in conclusion in an essay.

1. The Weight of the Evidence Suggests…

My Rating: 10/10

Overview: This is a good concluding phrase for an evaluative essay where you need to compare two different positions on a topic then conclude by saying which one has more evidence behind it than the other.

You could also use this phrase for argumentative essays where you’ve put forward all the evidence for your particular case.

Example: “The weight of the evidence suggests that climate change is a real phenomenon.”

2. A Thoughtful Analysis would Conclude…

My Rating: 9/10

Overview: I would use this phrase in either an argumentative essay or a comparison essay. As an argument, it highlights that you think your position is the most logical.

In a comparison essay, it shows that you have (or have intended to) thoughtfully explore the issue by looking at both sides.

Example: “A thoughtful analysis would conclude that there is substantial evidence highlighting that climate change is real.”

Related Article: 17+ Great Ideas For An Essay About Yourself

3. A Balanced Assessment of the Above Information…

Overview: This phrase can be used to show that you have made a thoughtful analysis of the information you found when researching the essay. You’re telling your teacher with this phrase that you have looked at all sides of the argument before coming to your conclusion.

Example: “A balanced assessment of the above information would be that climate change exists and will have a strong impact on the world for centuries to come.”

4. Across the Board…

My Rating: 5/10

Overview: I would use this phrase in a less formal context such as in a creative discussion but would leave it out of a formal third-person essay. To me, the phrase comes across as too colloquial.

Example: “Across the board, there are scientists around the world who consistently provide evidence for human-induced climate change.”

5. Logically…

My Rating: 7/10

Overview: This phrase can be used at the beginning of any paragraph that states out a series of facts that will be backed by clear step-by-step explanations that the reader should be able to follow to a conclusion.

Example: “Logically, the rise of the automobile would speed up economic expansion in the United States. Automobiles allowed goods to flow faster around the economy.

6. After all is Said and Done…

Overview: This is a colloquial term that is more useful in a speech than written text. If you feel that the phrase ‘In conclusion,’ is too basic, then I’d also avoid this term. However, use in speech is common, so if you’re giving a speech, it may be more acceptable.

Example: “After all is said and done, it’s clear that there is more evidence to suggest that climate change is real than a hoax.”

7. All in All…

Overview: ‘All in all’ is a colloquial term that I would use in speech but not in formal academic writing. Colloquialisms can show that you have poor command of the English language. However, I would consider using this phrase in the conclusion of a debate.

Example: “All in all, our debate team has shown that there is insurmountable evidence that our side of the argument is correct.”

8. All Things Considered…

My Rating: 6/10

Overview: This term is a good way of saying ‘I have considered everything above and now my conclusion is..’ However, it is another term that’s more commonly used in speech than writing. Use it in a high school debate, but when it comes to a formal essay, I would leave it out.

Example: “All things considered, there’s no doubt in my mind that climate change is man-made.”

9. As a Final Note…

My Rating: 3/10

Overview: This phrase gives me the impression that the student doesn’t understand the point of a conclusion. It’s not to simply make a ‘final note’, but to summarize and reiterate. So, I would personally avoid this one.

Example: “As a final note, I would say that I do think the automobile was one of the greatest inventions of the 20 th Century.”

10. As Already Stated…

My Rating: 2/10

Overview: I don’t like this phrase. It gives teachers the impression that you’re going around in circles and haven’t organized your essay properly. I would particularly avoid it in the body of an essay because I always think: “If you already stated it, why are you stating it again?” Of course, the conclusion does re-state things, but it also adds value because it also summarizes them. So, add value by using a phrase such as ‘summarizing’ or ‘weighing up’ in your conclusion instead.

Example: “As already stated, I’m going to repeat myself and annoy my teacher.”

11. At present, the Best Evidence Suggests…

My Rating: 8/10

Overview: In essays where the evidence may change in the future. Most fields of study do involve some evolution over time, so this phrase acknowledges that “right now” the best evidence is one thing, but it may change in the future. It also shows that you’ve looked at the latest information on the topic.

Example: “At present, the best evidence suggests that carbon dioxide emissions from power plants is the greatest influence on climate change.”

12. At the Core of the Issue…

Overview: I personally find this phrase to be useful for most essays. It highlights that you are able to identify the most important or central point from everything you have examined. It is slightly less formal than some other phrases on this list, but I also wouldn’t consider it too colloquial for an undergraduate essay.

Example: “At the core of the issue in this essay is the fact scientists have been unable to convince the broader public of the importance of action on climate change.”

13. Despite the shortcomings of…

Overview: This phrase can be useful in an argumentative essay. It shows that there are some limitations to your argument, but , on balance you still think your position is the best. This will allow you to show critical insight and knowledge while coming to your conclusion.

Often, my students make the mistake of thinking they can only take one side in an argumentative essay. On the contrary, you should be able to highlight the limitations of your point-of-view while also stating that it’s the best.

Example: “Despite the shortcomings of globalization, this essay has found that on balance it has been good for many areas in both the developed and developing world.”

14. Finally…

My Rating: 4/10

Overview: While the phrase ‘Finally,’ does indicate that you’re coming to the end of your discussion, it is usually used at the end of a list of ideas rather than in a conclusion. It also implies that you’re adding a point rather that summing up previous points you have made.

Example: “Finally, this essay has highlighted the importance of communication between policy makers and practitioners in order to ensure good policy is put into effect.”

15. Gathering the above points together…

Overview: While this is not a phrase I personally use very often, I do believe it has the effect of indicating that you are “summing up”, which is what you want out of a conclusion.

Example: “Gathering the above points together, it is clear that the weight of evidence highlights the importance of action on climate change.”

16. Given the above information…

Overview: This phrase shows that you are considering the information in the body of the piece when coming to your conclusion. Therefore, I believe it is appropriate for starting a conclusion.

Example: “Given the above information, it is reasonable to conclude that the World Health Organization is an appropriate vehicle for achieving improved health outcomes in the developing world.”

17. In a nutshell…

Overview: This phrase means to say everything in the fewest possible words. However, it is a colloquial phrase that is best used in speech rather than formal academic writing.

Example: “In a nutshell, there are valid arguments on both sides of the debate about socialism vs capitalism.”

18. In closing…

Overview: This phrase is an appropriate synonym for ‘In conclusion’ and I would be perfectly fine with a student using this phrase in their essay. Make sure you follow-up by explaining your position based upon the weight of evidence presented in the body of your piece

Example: “In closing, there is ample evidence to suggest that liberalism has been the greatest force for progress in the past 100 years.”

19. In essence…

Overview: While the phrase ‘In essence’ does suggest you are about to sum up the core findings of your discussion, it is somewhat colloquial and is best left for speech rather than formal academic writing.

Example: “In essence, this essay has shown that cattle farming is an industry that should be protected as an essential service for our country.”

20. In review…

Overview: We usually review someone else’s work, not our own. For example, you could review a book that you read or a film you watched. So, writing “In review” as a replacement for “In conclusion” comes across a little awkward.

Example: “In review, the above information has made a compelling case for compulsory military service in the United States.”

21. In short…

Overview: Personally, I find that this phrase is used more regularly by undergraduate student. As students get more confident with their writing, they tend to use higher-rated phrases from this list. Nevertheless, I would not take grades away from a student for using this phrase.

Example: “In short, this essay has shown the importance of sustainable agriculture for securing a healthy future for our nation.”

22. In Sum…

Overview: Short for “In summary”, the phrase “In sum” sufficiently shows that you are not coming to the moment where you will sum up the essay. It is an appropriate phrase to use instead of “In conclusion”.

But remember to not just summarize but also discuss the implications of your findings in your conclusion.

Example: “In sum, this essay has shown the importance of managers in ensuring efficient operation of medium-to-large enterprises.”

23. In Summary…

Overview: In summary and in sum are the same terms which can be supplemented for “In conclusion”. You will show that you are about to summarize the points you said in the body of the essay, which is what you want from an essay.

Example: “In summary, reflection is a very important metacognitive skill that all teachers need to master in order to improve their pedagogical skills.”

24. It cannot be conclusively stated that…

Overview: While this phrase is not always be a good fit for your essay, when it is, it does show knowledge and skill in writing. You would use this phrase if you are writing an expository essay where you have decided that there is not enough evidence currently to make a firm conclusion on the issue.

Example: “It cannot be conclusively stated that the Big Bang was when the universe began. However, it is the best theory so far, and none of the other theories explored in this essay have as much evidence behind them.”

25. It is apparent that…

Overview: The term ‘ apparent ’ means that something is ‘clear’ or even ‘obvious’. So, you would use this word in an argumentative essay where you think you have put forward a very compelling argument.

Example: “It is apparent that current migration patterns in the Americas are unsustainable and causing significant harm to the most vulnerable people in our society.”

26. Last but not least…

Overview: The phrase “last but not least” is a colloquial idiom that is best used in speech rather than formal academic writing. Furthermore, when you are saying ‘last’, you mean to say you’re making your last point rather than summing up all your points you already made. So, I’d avoid this one.

Example: “Last but not least, this essay has highlighted the importance of empowering patients to exercise choice over their own medical decisions.”

27. Overall…

My Rating: 7.5/10

Overview: This phrase means ‘taking everything into account’, which sounds a lot like what you would want to do in an essay. I don’t consider it to be a top-tier choice (which is why I rated it 7), but in my opinion it is perfectly acceptable to use in an undergraduate essay.

Example: “Overall, religious liberty continues to be threatened across the world, and faces significant threats in the 21 st Century.”

28. The above points illustrate…

Overview: This phrase is a good start to a conclusion paragraph that talks about the implications of the points you made in your essay. Follow it up with a statement that defends your thesis you are putting forward in the essay.

Example: “The above points illustrate that art has had an overwhelmingly positive impact on humanity since the renaissance.”

29. The evidence presented in this essay suggests that…

Overview: I like this phrase because it highlights that you are about to gather together the evidence from the body of the essay to put forward a final thesis statement .

Example: “The evidence presented in this essay suggests that the democratic system of government is the best for securing maximum individual liberty for citizens of a nation.”

30. This essay began by stating…

Overview: This phrase is one that I teach in my YouTube mini-course as an effective one to use in an essay conclusion. If you presented an interesting fact in your introduction , you can return to that point from the beginning of the essay to provide nice symmetry in your writing.

Example: “This essay began by stating that corruption has been growing in the Western world. However, the facts collected in the body of the essay show that institutional checks and balances can sufficiently minimize this corruption in the long-term.”

31. This essay has argued…

Overview: This term can be used effectively in an argumentative essay to provide a summary of your key points. Follow it up with an outline of all your key points, and then a sentence about the implications of the points you made. See the example below.

Example: “This essay has argued that standardized tests are damaging for students’ mental health. Tests like the SATs should therefore be replaced by project-based testing in schools.”

32. To close…

Overview: This is a very literal way of saying “In conclusion”. While it’s suitable and serves its purpose, it does come across as being a sophomoric term. Consider using one of the higher-rated phrases in this list.

Example: “To close, this essay has highlighted both the pros and cons of relational dialectics theory and argued that it is not the best communication theory for the 21 st Century.”

33. To Conclude…

Overview: Like ‘to close’ and ‘in summary’, the phrase ‘to conclude’ is very similar to ‘in conclusion’. It can therefore be used as a sufficient replacement for that term. However, as with the above terms, it’s just okay and you could probably find a better phrase to use.

Example: “To conclude, this essay has highlighted that there are multiple models of communication but there is no one perfect theory to explain each situation.”

34. To make a long story short…

My Rating: 1/10

Overview: This is not a good phrase to use in an academic essay. It is a colloquialism. It also implies that you have been rambling in your writing and you could have said everything more efficiently. I would personally not use this phrase.

Example: “To make a long story short, I don’t have very good command of academic language.”

35. To Sum up…

Overview: This phrase is the same as ‘In summary’. It shows that you have made all of your points and now you’re about to bring them all together in a ‘summary’. Just remember in your conclusion that you need to do more than summarize but also talk about the implications of your findings. So you’ll need to go beyond just a summary.

Example: “In summary, there is ample evidence that linear models of communication like Lasswell’s model are not as good at explaining 21 st Century communication as circular models like the Osgood-Schramm model .”

36. Ultimately…

Overview: While this phrase does say that you are coming to a final point – also known as a conclusion – it’s also a very strong statement that might not be best to use in all situations. I usually accept this phrase from my undergraduates, but for my postgraduates I’d probably suggest simply removing it.

Example: “Ultimately, new media has been bad for the world because it has led to the spread of mistruths around the internet.”

37. Undoubtedly…

Overview: If you are using it in a debate or argumentative essay, it can be helpful. However, in a regular academic essay, I would avoid it. We call this a ‘booster’, which is a term that emphasizes certainty. Unfortunately, certainty is a difficult thing to claim, so you’re better off ‘hedging’ with phrases like ‘It appears’ or ‘The best evidence suggests’.

Example: “Undoubtedly, I know everything about this topic and am one hundred percent certain even though I’m just an undergraduate student.”

38. Weighing up the facts, this essay finds…

Overview: This statement highlights that you are looking at all of the facts both for and against your points of view. It shows you’re not just blindly following one argument but being careful about seeing things from many perspectives.

Example: “Weighing up the facts, this essay finds that reading books is important for developing critical thinking skills in childhood.”

39. With that said…

Overview: This is another phrase that I would avoid. This is a colloquialism that’s best used in speech rather than writing. It is another term that feels sophomoric and is best to avoid. Instead, use a more formal term such as: ‘Weighing up the above points, this essay finds…’

Example: “With that said, this essay disagrees with the statement that you need to go to college to get a good job.”

Do you Need to Say Anything?

Something I often tell my students is: “Can you just remove that phrase?”

Consider this sentence:

• “In conclusion, the majority of scientists concur that climate change exists.”

Would it be possible to simply say:

• “ In conclusion, The majority of scientists concur that climate change exists.”

So, I’d recommend also just considering removing that phrase altogether! Sometimes the best writing is the shortest, simplest writing that gets to the point without any redundant language at all.

How to Write an Effective Conclusion

Before I go, I’d like to bring your attention to my video on ‘how to write an effective conclusion’. I think it would really help you out given that you’re looking for help on how to write a conclusion. It’s under 5 minutes long and has helped literally thousands of students write better conclusions for their essays:

You can also check out these conclusion examples for some copy-and-paste conclusions for your own essay.

In Conclusion…

Well, I had to begin this conclusion with ‘In conclusion…’ I liked the irony in it, and I couldn’t pass up that chance.

Overall, don’t forget that concluding an essay is a way to powerfully summarize what you’ve had to say and leave the reader with a strong impression that you’ve become an authority on the topic you’re researching. 

So, whether you write it as a conclusion, summary, or any other synonym for conclusion, those other ways to say in conclusion are less important than making sure that the message in your conclusion is incredibly strong.

• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 10 Reasons you’re Perpetually Single
• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 20 Montessori Toddler Bedrooms (Design Inspiration)
• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 21 Montessori Homeschool Setups
• Chris Drew (PhD) https://helpfulprofessor.com/author/chris-drew-phd-2/ 101 Hidden Talents Examples

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Words to Use in an Essay: 300 Essay Words

By Hannah Yang

Table of Contents

Words to use in the essay introduction, words to use in the body of the essay, words to use in your essay conclusion, how to improve your essay writing vocabulary.

It’s not easy to write an academic essay .

Many students struggle to word their arguments in a logical and concise way.

To make matters worse, academic essays need to adhere to a certain level of formality, so we can’t always use the same word choices in essay writing that we would use in daily life.

If you’re struggling to choose the right words for your essay, don’t worry—you’ve come to the right place!

In this article, we’ve compiled a list of over 300 words and phrases to use in the introduction, body, and conclusion of your essay.

The introduction is one of the hardest parts of an essay to write.

You have only one chance to make a first impression, and you want to hook your reader. If the introduction isn’t effective, the reader might not even bother to read the rest of the essay.

That’s why it’s important to be thoughtful and deliberate with the words you choose at the beginning of your essay.

Many students use a quote in the introductory paragraph to establish credibility and set the tone for the rest of the essay.

When you’re referencing another author or speaker, try using some of these phrases:

To use the words of X

According to X

As X states

Example: To use the words of Hillary Clinton, “You cannot have maternal health without reproductive health.”

Near the end of the introduction, you should state the thesis to explain the central point of your paper.

If you’re not sure how to introduce your thesis, try using some of these phrases:

In this essay, I will…

The purpose of this essay…

This essay discusses…

In this paper, I put forward the claim that…

There are three main arguments for…

Example: In this essay, I will explain why dress codes in public schools are detrimental to students.

After you’ve stated your thesis, it’s time to start presenting the arguments you’ll use to back up that central idea.

When you’re introducing the first of a series of arguments, you can use the following words:

First and foremost

First of all

To begin with

Example: First , consider the effects that this new social security policy would have on low-income taxpayers.

All these words and phrases will help you create a more successful introduction and convince your audience to read on.

The body of your essay is where you’ll explain your core arguments and present your evidence.

It’s important to choose words and phrases for the body of your essay that will help the reader understand your position and convince them you’ve done your research.

Let’s look at some different types of words and phrases that you can use in the body of your essay, as well as some examples of what these words look like in a sentence.

Transition Words and Phrases

Transitioning from one argument to another is crucial for a good essay.

It’s important to guide your reader from one idea to the next so they don’t get lost or feel like you’re jumping around at random.

Transition phrases and linking words show your reader you’re about to move from one argument to the next, smoothing out their reading experience. They also make your writing look more professional.

The simplest transition involves moving from one idea to a separate one that supports the same overall argument. Try using these phrases when you want to introduce a second correlating idea:

Additionally

In addition

Furthermore

Another key thing to remember

In the same way

Correspondingly

Example: Additionally , public parks increase property value because home buyers prefer houses that are located close to green, open spaces.

Another type of transition involves restating. It’s often useful to restate complex ideas in simpler terms to help the reader digest them. When you’re restating an idea, you can use the following words:

In other words

To put it another way

That is to say

To put it more simply

Example: “The research showed that 53% of students surveyed expressed a mild or strong preference for more on-campus housing. In other words , over half the students wanted more dormitory options.”

Often, you’ll need to provide examples to illustrate your point more clearly for the reader. When you’re about to give an example of something you just said, you can use the following words:

For instance

To give an illustration of

To exemplify

To demonstrate

As evidence

Example: Humans have long tried to exert control over our natural environment. For instance , engineers reversed the Chicago River in 1900, causing it to permanently flow backward.

Sometimes, you’ll need to explain the impact or consequence of something you’ve just said.

When you’re drawing a conclusion from evidence you’ve presented, try using the following words:

As a result

Accordingly

As you can see

This suggests that

It follows that

It can be seen that

For this reason

For all of those reasons

Consequently

Example: “There wasn’t enough government funding to support the rest of the physics experiment. Thus , the team was forced to shut down their experiment in 1996.”

When introducing an idea that bolsters one you’ve already stated, or adds another important aspect to that same argument, you can use the following words:

What’s more

Not only…but also

Not to mention

To say nothing of

Another key point

Example: The volcanic eruption disrupted hundreds of thousands of people. Moreover , it impacted the local flora and fauna as well, causing nearly a hundred species to go extinct.

Often, you'll want to present two sides of the same argument. When you need to compare and contrast ideas, you can use the following words:

On the one hand / on the other hand

Alternatively

In contrast to

On the contrary

By contrast

In comparison

Example: On the one hand , the Black Death was undoubtedly a tragedy because it killed millions of Europeans. On the other hand , it created better living conditions for the peasants who survived.

Finally, when you’re introducing a new angle that contradicts your previous idea, you can use the following phrases:

Having said that

Differing from

In spite of

With this in mind

Provided that

Nevertheless

Nonetheless

Notwithstanding

Example: Shakespearean plays are classic works of literature that have stood the test of time. Having said that , I would argue that Shakespeare isn’t the most accessible form of literature to teach students in the twenty-first century.

Good essays include multiple types of logic. You can use a combination of the transitions above to create a strong, clear structure throughout the body of your essay.

Strong Verbs for Academic Writing

Verbs are especially important for writing clear essays. Often, you can convey a nuanced meaning simply by choosing the right verb.

You should use strong verbs that are precise and dynamic. Whenever possible, you should use an unambiguous verb, rather than a generic verb.

For example, alter and fluctuate are stronger verbs than change , because they give the reader more descriptive detail.

Here are some useful verbs that will help make your essay shine.

Verbs that show change:

Accommodate

Verbs that relate to causing or impacting something:

Verbs that show increase:

Verbs that show decrease:

Deteriorate

Verbs that relate to parts of a whole:

Comprises of

Is composed of

Constitutes

Encompasses

Incorporates

Verbs that show a negative stance:

Misconstrue

Verbs that show a positive stance:

Substantiate

Verbs that relate to drawing conclusions from evidence:

Corroborate

Demonstrate

Verbs that relate to thinking and analysis:

Contemplate

Hypothesize

Investigate

Verbs that relate to showing information in a visual format:

Useful Adjectives and Adverbs for Academic Essays

You should use adjectives and adverbs more sparingly than verbs when writing essays, since they sometimes add unnecessary fluff to sentences.

However, choosing the right adjectives and adverbs can help add detail and sophistication to your essay.

Sometimes you'll need to use an adjective to show that a finding or argument is useful and should be taken seriously. Here are some adjectives that create positive emphasis:

Significant

Other times, you'll need to use an adjective to show that a finding or argument is harmful or ineffective. Here are some adjectives that create a negative emphasis:

Controversial

Insignificant

Questionable

Unnecessary

Unrealistic

Finally, you might need to use an adverb to lend nuance to a sentence, or to express a specific degree of certainty. Here are some examples of adverbs that are often used in essays:

Comprehensively

Exhaustively

Extensively

Respectively

Surprisingly

Using these words will help you successfully convey the key points you want to express. Once you’ve nailed the body of your essay, it’s time to move on to the conclusion.

The conclusion of your paper is important for synthesizing the arguments you’ve laid out and restating your thesis.

In your concluding paragraph, try using some of these essay words:

In conclusion

To summarize

In a nutshell

Given the above

As described

All things considered

Example: In conclusion , it’s imperative that we take action to address climate change before we lose our coral reefs forever.

In addition to simply summarizing the key points from the body of your essay, you should also add some final takeaways. Give the reader your final opinion and a bit of a food for thought.

To place emphasis on a certain point or a key fact, use these essay words:

Unquestionably

Undoubtedly

Particularly

Importantly

Conclusively

It should be noted

On the whole

Example: Ada Lovelace is unquestionably a powerful role model for young girls around the world, and more of our public school curricula should include her as a historical figure.

These concluding phrases will help you finish writing your essay in a strong, confident way.

There are many useful essay words out there that we didn't include in this article, because they are specific to certain topics.

If you're writing about biology, for example, you will need to use different terminology than if you're writing about literature.

So how do you improve your vocabulary skills?

The vocabulary you use in your academic writing is a toolkit you can build up over time, as long as you take the time to learn new words.

One way to increase your vocabulary is by looking up words you don’t know when you’re reading.

Try reading more books and academic articles in the field you’re writing about and jotting down all the new words you find. You can use these words to bolster your own essays.

You can also consult a dictionary or a thesaurus. When you’re using a word you’re not confident about, researching its meaning and common synonyms can help you make sure it belongs in your essay.

Don't be afraid of using simpler words. Good essay writing boils down to choosing the best word to convey what you need to say, not the fanciest word possible.

Finally, you can use ProWritingAid’s synonym tool or essay checker to find more precise and sophisticated vocabulary. Click on weak words in your essay to find stronger alternatives.

There you have it: our compilation of the best words and phrases to use in your next essay . Good luck!

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Hannah Yang

Hannah Yang is a speculative fiction writer who writes about all things strange and surreal. Her work has appeared in Analog Science Fiction, Apex Magazine, The Dark, and elsewhere, and two of her stories have been finalists for the Locus Award. Her favorite hobbies include watercolor painting, playing guitar, and rock climbing. You can follow her work on hannahyang.com, or subscribe to her newsletter for publication updates.

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Conclusion transition words: Phrases for summarizing and ending

Transition words help us structure our thoughts and guide the reader or listener through what we are saying. When it’s time to summarize your message or end a paragraph, conclusion transition words let you signal this closing.

It’s good to know some synonyms for ‘in conclusion’ and ‘to conclude’, because although these are good examples of concluding words, they can get repetitive.

Our comprehensive list of transition words for conclusion and summary should give you all the inspiration you need, whether you are writing an essay or speech, or just want to become more confident forming an argument. These signal words can also be helpful for restating ideas, drawing attention to key points as you conclude.

We have included plenty of examples of how you can use these transition words for concluding paragraphs or sentences, so by the end of this article, you should be clear on how to use them properly.

Conclusion transition words with examples

We have grouped these summarizing and concluding transition words according to how and where they can be used. For example, some should only be used when forming a final conclusion, whereas others can be used to summarize sections mid-way through your speech or writing.

First, let’s be clear about the difference between a summary and a conclusion .

Summary vs conclusion

A conclusion comes at the end of a speech, chapter, or piece of text, and it brings together all of the points mentioned. A summary, however, can be placed anywhere (even at the beginning). A summary gives a brief outline of the main points but is not as in-depth as a conclusion.

If you are giving a presentation or writing a blog, you may wish to summarize the main points in your introduction so that people know what you are going to cover. You could also summarize a section part-way through before moving on to another angle or topic.

In contrast, the conclusion always comes at the end, and you should only use specific conclusion transition words as you are drawing to a close.

Transition words for conclusion paragraphs

Let’s begin with some discourse markers that signal you are moving to the concluding paragraph in your presentation, speech, essay, or paper. These can all be used to start a conclusion paragraph.

• In conclusion
• To conclude
• We can conclude that
• Given these points
• In the final analysis
• As can be seen
• In the long run
• When all is said and done
• I’ll end by
• As we draw to a close

The last three on this list, the ‘closing’ transition words, would generally only be used in spoken discourse.

Some transition words for order and sequencing should also help with structuring what you want to say, including the ending.

Example conclusion sentences

The following sentences show how to use conclusion words correctly:

• In conclusion , we can say that plan A will be of greater benefit to the company.
• When all is said and done , it’s clear that we should steer clear of this investment strategy.
• Given these points , I believe the trial was a great success.
• I’ll end by reminding you all that this experiment was just the beginning of a much larger project.
• To wrap up , let’s look at how this learning can be applied.
• In the long run , we will make more profit by investing heavily in new machinery.
• Having analyzed seven of our competitors in detail, we can conclude that our content marketing strategy should be updated.

Transition words for summary

The following summary transition words may be used as part of a conclusion paragraph, but they are especially helpful for concisely drawing together several points.

• To summarize
• On the whole
• Generally speaking
• All things considered
• In a nutshell (informal)
• In any case

Note that although you can insert summary transition words anywhere, the specific phrases ‘In summary’, ‘To summarize’ and ‘To sum up’ are generally only used at the end, similar to conclusion phrases.

Example summary sentences

• In brief , this presentation is going to cover the pros and cons of the device and how we can apply this to our own product development.
• This new technology is, in a word , revolutionary.
• All things considered , we found that Berlin was a great city for a weekend break.
• To summarize , we can say that Shakespeare’s writing continues to have a global influence.
• We can say that the combustion engine was, on the whole , a good invention.
• In any case , we should put the necessary precautions in place.
• Generally speaking , girls are more thoughtful than boys.

Transition words to end a paragraph

You may wish to add ending transition words in the final sentence of a paragraph to conclude the ideas in that section of text, before moving on to another point.

Here are some transition words to conclude a paragraph:

• This means that
• With this in mind
• By and large
• For the most part

Note that some of these could equally be used to begin a new paragraph, so long as that paragraph is summarizing the points previously mentioned.

Cause and effect transition words could also be helpful in this context.

Examples of transition words for the end of a paragraph

• Jamie is a vegan and Sheryl has a lot of allergies. This means that we should be careful which restaurant we choose.
• The weather forecast said it would rain this afternoon. With this in mind , should we postpone our hike?
• Each of the students has their own opinion about where to go for the field trip. Ultimately , though, it’s the teacher who will decide.

Restating points as you conclude

Conclusion transition words can also signal that you are restating a point you mentioned earlier. This is common practice in both writing and speaking as it draws the reader or listener’s attention back to something you want them to keep in mind. These are, therefore, also examples of transition words for emphasizing a point .

Here are some helpful transition words for concluding or summarizing by restating points:

• As mentioned previously
• As stated earlier
• As has been noted
• As shown above
• As I have said
• As I have mentioned
• As we have seen
• As has been demonstrated

You may switch most of these between the passive and active voice, depending on which is most appropriate. For example, ‘As has been demonstrated’ could become ‘As I have demonstrated’ and ‘As shown above’ could become ‘As I have shown’.

Example sentences to restate a point in conclusion or summary

• As I stated earlier , the only way we can get meaningful results from this survey is by including at least a thousand people.
• As has been demonstrated throughout this conference, there are exciting things happening in the world of neuroscience.
• As shown by this study, the trials have been promising.

If you were researching these transition words for concluding an essay, you might find it helpful to read this guide to strong essay conclusions . Of course, there are many ways to use summary transition words beyond essays. They may be a little formal for casual conversation, but they certainly can be used in speech as part of a presentation, debate, or argument.

Can you think of any other concluding words or phrases that should be on this list? Leave a comment below to share them!

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Words To Use In Essays: Amplifying Your Academic Writing

Use this comprehensive list of words to use in essays to elevate your writing. Make an impression and score higher grades with this guide!

Words play a fundamental role in the domain of essay writing, as they have the power to shape ideas, influence readers, and convey messages with precision and impact. Choosing the right words to use in essays is not merely a matter of filling pages, but rather a deliberate process aimed at enhancing the quality of the writing and effectively communicating complex ideas. In this article, we will explore the importance of selecting appropriate words for essays and provide valuable insights into the types of words that can elevate the essay to new heights.

Words To Use In Essays

Using a wide range of words can make your essay stronger and more impressive. With the incorporation of carefully chosen words that communicate complex ideas with precision and eloquence, the writer can elevate the quality of their essay and captivate readers.

This list serves as an introduction to a range of impactful words that can be integrated into writing, enabling the writer to express thoughts with depth and clarity.

Significantly

Furthermore

Nonetheless

Nevertheless

Consequently

Accordingly

Subsequently

In contrast

Alternatively

Implications

Substantially

Transition Words And Phrases

Transition words and phrases are essential linguistic tools that connect ideas, sentences, and paragraphs within a text. They work like bridges, facilitating the transitions between different parts of an essay or any other written work. These transitional elements conduct the flow and coherence of the writing, making it easier for readers to follow the author’s train of thought.

Here are some examples of common transition words and phrases:

Furthermore: Additionally; moreover.

However: Nevertheless; on the other hand.

In contrast: On the contrary; conversely.

Therefore: Consequently; as a result.

Similarly: Likewise; in the same way.

Moreover: Furthermore; besides.

In addition: Additionally; also.

Nonetheless: Nevertheless; regardless.

Nevertheless: However; even so.

On the other hand: Conversely; in contrast.

These are just a few examples of the many transition words and phrases available. They help create coherence, improve the organization of ideas, and guide readers through the logical progression of the text. When used effectively, transition words and phrases can significantly guide clarity for writing.

Strong Verbs For Academic Writing

Strong verbs are an essential component of academic writing as they add precision, clarity, and impact to sentences. They convey actions, intentions, and outcomes in a more powerful and concise manner. Here are some examples of strong verbs commonly used in academic writing:

Analyze: Examine in detail to understand the components or structure.

Critique: Assess or evaluate the strengths and weaknesses.

Demonstrate: Show the evidence to support a claim or argument.

Illuminate: Clarify or make something clearer.

Explicate: Explain in detail a thorough interpretation.

Synthesize: Combine or integrate information to create a new understanding.

Propose: Put forward or suggest a theory, idea, or solution.

Refute: Disprove or argue against a claim or viewpoint.

Validate: Confirm or prove the accuracy or validity of something.

Advocate: Support or argue in favor of a particular position or viewpoint.

Adjectives And Adverbs For Academic Essays

Useful adjectives and adverbs are valuable tools in academic writing as they enhance the description, precision, and depth of arguments and analysis. They provide specific details, emphasize key points, and add nuance to writing. Here are some examples of useful adjectives and adverbs commonly used in academic essays:

Comprehensive: Covering all aspects or elements; thorough.

Crucial: Extremely important or essential.

Prominent: Well-known or widely recognized; notable.

Substantial: Considerable in size, extent, or importance.

Valid: Well-founded or logically sound; acceptable or authoritative.

Effectively: In a manner that produces the desired result or outcome.

Significantly: To a considerable extent or degree; notably.

Consequently: As a result or effect of something.

Precisely: Exactly or accurately; with great attention to detail.

Critically: In a careful and analytical manner; with careful evaluation or assessment.

Words To Use In The Essay Introduction

The words used in the essay introduction play a crucial role in capturing the reader’s attention and setting the tone for the rest of the essay. They should be engaging, informative, and persuasive. Here are some examples of words that can be effectively used in the essay introduction:

Intriguing: A word that sparks curiosity and captures the reader’s interest from the beginning.

Compelling: Conveys the idea that the topic is interesting and worth exploring further.

Provocative: Creates a sense of controversy or thought-provoking ideas.

Insightful: Suggests that the essay will produce valuable and thought-provoking insights.

Startling: Indicates that the essay will present surprising or unexpected information or perspectives.

Relevant: Emphasizes the significance of the topic and its connection to broader issues or current events.

Timely: Indicates that the essay addresses a subject of current relevance or importance.

Thoughtful: Implies that the essay will offer well-considered and carefully developed arguments.

Persuasive: Suggests that the essay will present compelling arguments to convince the reader.

Captivating: Indicates that the essay will hold the reader’s attention and be engaging throughout.

Words To Use In The Body Of The Essay

The words used in the body of the essay are essential for effectively conveying ideas, providing evidence, and developing arguments. They should be clear, precise, and demonstrate a strong command of the subject matter. Here are some examples of words that can be used in the body of the essay:

Evidence: When presenting supporting information or data, words such as “data,” “research,” “studies,” “findings,” “examples,” or “statistics” can be used to strengthen arguments.

Analysis: To discuss and interpret the evidence, words like “analyze,” “examine,” “explore,” “interpret,” or “assess” can be employed to demonstrate a critical evaluation of the topic.

Comparison: When drawing comparisons or making contrasts, words like “similarly,” “likewise,” “in contrast,” “on the other hand,” or “conversely” can be used to highlight similarities or differences.

Cause and effect: To explain the relationship between causes and consequences, words such as “because,” “due to,” “leads to,” “results in,” or “causes” can be utilized.

Sequence: When discussing a series of events or steps, words like “first,” “next,” “then,” “finally,” “subsequently,” or “consequently” can be used to indicate the order or progression.

Emphasis: To emphasize a particular point or idea, words such as “notably,” “significantly,” “crucially,” “importantly,” or “remarkably” can be employed.

Clarification: When providing further clarification or elaboration, words like “specifically,” “in other words,” “for instance,” “to illustrate,” or “to clarify” can be used.

Integration: To show the relationship between different ideas or concepts, words such as “moreover,” “furthermore,” “additionally,” “likewise,” or “similarly” can be utilized.

Conclusion: When summarizing or drawing conclusions, words like “in conclusion,” “to summarize,” “overall,” “in summary,” or “to conclude” can be employed to wrap up ideas.

Remember to use these words appropriately and contextually, ensuring they strengthen the coherence and flow of arguments. They should serve as effective transitions and connectors between ideas, enhancing the overall clarity and persuasiveness of the essay.

Words To Use In Essay Conclusion

The words used in the essay conclusion are crucial for effectively summarizing the main points, reinforcing arguments, and leaving a lasting impression on the reader. They should bring a sense of closure to the essay while highlighting the significance of ideas. Here are some examples of words that can be used in the essay conclusion:

Summary: To summarize the main points, these words can be used “in summary,” “to sum up,” “in conclusion,” “to recap,” or “overall.”

Reinforcement: To reinforce arguments and emphasize their importance, words such as “crucial,” “essential,” “significant,” “noteworthy,” or “compelling” can be employed.

Implication: To discuss the broader implications of ideas or findings, words like “consequently,” “therefore,” “thus,” “hence,” or “as a result” can be utilized.

Call to action: If applicable, words that encourage further action or reflection can be used, such as “we must,” “it is essential to,” “let us consider,” or “we should.”

Future perspective: To discuss future possibilities or developments related to the topic, words like “potential,” “future research,” “emerging trends,” or “further investigation” can be employed.

Reflection: To reflect on the significance or impact of arguments, words such as “profound,” “notable,” “thought-provoking,” “transformative,” or “perspective-shifting” can be used.

Final thought: To leave a lasting impression, words or phrases that summarize the main idea or evoke a sense of thoughtfulness can be used, such as “food for thought,” “in light of this,” “to ponder,” or “to consider.”

How To Improve Essay Writing Vocabulary

Improving essay writing vocabulary is essential for effectively expressing ideas, demonstrating a strong command of the language, and engaging readers. Here are some strategies to enhance the essay writing vocabulary:

• Read extensively: Reading a wide range of materials, such as books, articles, and essays, can give various writing styles, topics, and vocabulary. Pay attention to new words and their usage, and try incorporating them into the writing.
• Use a dictionary and thesaurus:  Look up unfamiliar words in a dictionary to understand their meanings and usage. Additionally, utilize a thesaurus to find synonyms and antonyms to expand word choices and avoid repetition.
• Create a word bank: To create a word bank, read extensively, write down unfamiliar or interesting words, and explore their meanings and usage. Organize them by categories or themes for easy reference, and practice incorporating them into writing to expand the vocabulary.
• Contextualize vocabulary: Simply memorizing new words won’t be sufficient; it’s crucial to understand their proper usage and context. Pay attention to how words are used in different contexts, sentence structures, and rhetorical devices. 

How To Add Additional Information To Support A Point

When writing an essay and wanting to add additional information to support a point, you can use various transitional words and phrases. Here are some examples:

Furthermore: Add more information or evidence to support the previous point.

Additionally: Indicates an additional supporting idea or evidence.

Moreover: Emphasizes the importance or significance of the added information.

In addition: Signals the inclusion of another supporting detail.

Furthermore, it is important to note: Introduces an additional aspect or consideration related to the topic.

Not only that, but also: Highlights an additional point that strengthens the argument.

Equally important: Emphasizes the equal significance of the added information.

Another key point: Introduces another important supporting idea.

It is worth noting: Draws attention to a noteworthy detail that supports the point being made.

Additionally, it is essential to consider: Indicates the need to consider another aspect or perspective.

Using these transitional words and phrases will help you seamlessly integrate additional information into your essay, enhancing the clarity and persuasiveness of your arguments.

Words And Phrases That Demonstrate Contrast

When crafting an essay, it is crucial to effectively showcase contrast, enabling the presentation of opposing ideas or the highlighting of differences between concepts. The adept use of suitable words and phrases allows for the clear communication of contrast, bolstering the strength of arguments. Consider the following examples of commonly employed words and phrases to illustrate the contrast in essays:

However: e.g., “The experiment yielded promising results; however, further analysis is needed to draw conclusive findings.”

On the other hand: e.g., “Some argue for stricter gun control laws, while others, on the other hand, advocate for individual rights to bear arms.”

Conversely: e.g., “While the study suggests a positive correlation between exercise and weight loss, conversely, other research indicates that diet plays a more significant role.”

Nevertheless: e.g., “The data shows a decline in crime rates; nevertheless, public safety remains a concern for many citizens.”

In contrast: e.g., “The economic policies of Country A focus on free-market principles. In contrast, Country B implements more interventionist measures.”

Despite: e.g., “Despite the initial setbacks, the team persevered and ultimately achieved success.”

Although: e.g., “Although the participants had varying levels of experience, they all completed the task successfully.”

While: e.g., “While some argue for stricter regulations, others contend that personal responsibility should prevail.”

Words To Use For Giving Examples

When writing an essay and providing examples to illustrate your points, you can use a variety of words and phrases to introduce those examples. Here are some examples:

For instance: Introduces a specific example to support or illustrate your point.

For example: Give an example to clarify or demonstrate your argument.

Such as: Indicates that you are providing a specific example or examples.

To illustrate: Signals that you are using an example to explain or emphasize your point.

One example is: Introduces a specific instance that exemplifies your argument.

In particular: Highlights a specific example that is especially relevant to your point.

As an illustration: Introduces an example that serves as a visual or concrete representation of your point.

A case in point: Highlights a specific example that serves as evidence or proof of your argument.

To demonstrate: Indicates that you are providing an example to show or prove your point.

To exemplify: Signals that you are using an example to illustrate or clarify your argument.

Using these words and phrases will help you effectively incorporate examples into your essay, making your arguments more persuasive and relatable. Remember to give clear and concise examples that directly support your main points.

Words To Signifying Importance

When writing an essay and wanting to signify the importance of a particular point or idea, you can use various words and phrases to convey this emphasis. Here are some examples:

Crucially: Indicates that the point being made is of critical importance.

Significantly: Highlights the importance or significance of the idea or information.

Importantly: Draws attention to the crucial nature of the point being discussed.

Notably: Emphasizes that the information or idea is particularly worthy of attention.

It is vital to note: Indicates that the point being made is essential and should be acknowledged.

It should be emphasized: Draws attention to the need to give special importance or focus to the point being made.

A key consideration is: Highlight that the particular idea or information is a central aspect of the discussion.

It is critical to recognize: Emphasizes that the understanding or acknowledgment of the point is crucial.

Using these words and phrases will help you convey the importance and significance of specific points or ideas in your essay, ensuring that readers recognize their significance and impact on the overall argument.

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100 Words and Phrases to use in an Essay

Thomas Babb

Writing a compelling essay involves much more than simply putting your thoughts on paper. It demands the use of a precise vocabulary that not only enriches your content but also structures it in a way that is both logical and engaging. The right words and phrases can transform your essay from a basic assignment to an insightful and persuasive piece of writing.

This guide introduces you to 100 essential words and phrases recommended by expert English tutors that will help you convey your ideas more effectively. From adding information to expressing contrasts, and from illustrating examples to summarising your points, these carefully selected terms will enhance the clarity and impact of your essays.

Adding Information

When crafting an essay, integrating additional details effectively can enrich the written content and present a well-rounded argument. Here's how you can use each phrase under this category:

1. Furthermore - Use this to add weight to a point already mentioned, providing further evidence without redundancy.

2. Moreover - Similar to "furthermore," it introduces information that not only adds to the argument but enhances it.

3. Similarly - This indicates that the upcoming point shares notable characteristics with the previous one, aiding in drawing parallels.

4. Additionally - Introduces extra information or arguments that augment the current discussion.

5. Also - A simpler form of "additionally" that integrates extra facts smoothly.

6. Likewise - Indicates similarity and supports points by showing how they relate to each other in terms of qualities or actions.

7. In addition - This phrase is useful for contributing additional supportive details in a clear manner.

8. As well as - Functions to include another subject or item into your discussion without diverging from the main topic.

9. Not only... but also - A powerful structure for emphasizing not just one, but two important points, enhancing the depth of the argument.

10. Alongside - Implies that the information being added runs parallel to the already established facts, reinforcing them.

These phrases, when used correctly, help to build a strong, cohesive narrative flow in your essays, guiding the reader through a logical progression of ideas. For more on enhancing your writing with effective information addition, explore resources like Oxford Royale's Essay Writing Tips .

Introducing Examples

Introducing concrete examples is crucial in illustrating and supporting your claims effectively in an essay. Here’s how to use each word or phrase linked to this category:

11. For instance - Introduces a specific example that illuminates a broader point, helping to clarify complex ideas.

12. For example - Functions similarly to "for instance," offering a direct illustration to support or demonstrate a claim.

13. Such as - Prepares the reader for an example that is part of a larger category, typically used to list items or concepts.

14. Like - Introduces comparisons or examples in a casual and relatable manner.

15. Particularly - Highlights an example that is especially relevant to the argument, focusing attention on significant details.

16. In particular - Similar to "particularly," but often used to introduce a standout example that underscores a critical point.

17. Including - Serves to add examples to a list that may already be understood to be part of the topic being discussed.

18. Namely - Specifies and introduces exact and often multiple examples or details directly related to the point.

19. Chiefly - Points to the most important or significant examples or reasons in support of an argument.

20. Mainly - Indicates that the examples provided are the primary ones to consider, focusing on the most relevant instances.

Effective use of these phrases not only clarifies your points but also strengthens your arguments by making abstract concepts tangible. For detailed guidance on how to incorporate examples effectively in your essays, refer to academic resources like Harvard College Writing Center .

Demonstrating Contrast

IB English tutors suggest that Using contrast effectively in your essays can highlight differences that clarify your points or show alternative perspectives. Here’s how to use each phrase to demonstrate contrast:

21. Conversely - Signals a stark contrast to what has just been discussed, often introducing an opposing viewpoint.

22. However - A versatile tool to introduce a contradiction or counterpoint, breaking from the previous line of reasoning.

23. Nevertheless - Indicates persistence of a stated fact or opinion despite the contrasting information that follows.

24. On the other hand - Used to present a different perspective or an alternative to the argument previously mentioned.

25. Although - Begins a sentence where the main clause contrasts with the lesser significant, conditional clause.

26. Even though - Similar to "although," but often emphasizes a stronger degree of contrast between the conflicting elements.

27. But - A simple and direct way to introduce a contradiction to the preceding statement.

28. Yet - Suggests a contrast that is surprising or unexpected based on the previous statements.

29. Instead - Introduces an alternative action or thought in response to what has been previously discussed.

30. Rather - Used to correct or propose a different idea from what was initially stated or understood.

These phrases are essential for essays where comparing and contrasting ideas, arguments, or perspectives is necessary to deepen understanding or enhance the argument’s complexity. To learn more about using contrast in writing, visit educational resources such as Purdue Online Writing Lab .

Showing Cause and Effect

A-Level English tutors point out that effectively indicating cause and effect relationships in your essays helps clarify the reasons things happen and the consequences that follow. Here’s how to use each word or phrase to illustrate these relationships:

31. Consequently - Signals a direct result from the action or situation mentioned, highlighting the effect or outcome.

32. Therefore - Used to introduce a logical conclusion or result that follows from the reasoning presented earlier.

33. Thus - Indicates a conclusion or result that is a natural consequence of the facts previously mentioned.

34. Hence - Similar to "thus," it conveys a consequence that is a logical extension from the argument or data presented.

35. Accordingly - Shows that an action or decision is a logical response to the circumstances or facts discussed.

36. As a result - Directly points out the outcome or effect resulting from a specific cause or set of conditions.

37. This leads to - Introduces a sequence where one event or fact causes another, often used to chain multiple effects.

38. It follows that - Used when deducing a conclusion that logically arises from the preceding argument or evidence.

39. Leading to - Connects an initial action or decision directly with its consequences, highlighting a progression of events.

40. Contributing to - Indicates that the action or event adds to a situation, leading to a particular result or effect.

Mastering the use of these phrases can enhance the persuasive power of your writing by clearly linking actions and their consequences.

Adding Emphasis

Effectively emphasising key points in your essays can make your arguments more compelling and memorable. Here’s how to appropriately use each word or phrase to add emphasis:

41. Significantly - Indicates that something is of great importance or consequence, drawing the reader's attention to the gravity of the point being made.

42. Importantly - Prioritises the following information as crucial for understanding the argument or situation.

43. Indeed - Reinforces the truth of a statement, often used to confirm and agree with a previously mentioned point that might be surprising or emphatic.

44. Absolutely - A strong affirmation that leaves no doubt about the veracity or importance of the statement.

45. Definitely - Communicates certainty about a fact or opinion, strengthening the author's stance.

46. Certainly - Similar to "definitely," it expresses a high degree of assurance about the information being provided.

47. Undoubtedly - Suggests that there is no doubt about the statement, reinforcing its truth and relevance.

48. Without a doubt - A more emphatic form of "undoubtedly," eliminating any ambiguity about the point’s validity.

49. Particularly - Highlights specific information as especially significant within a broader context.

50. Especially - Used to indicate that something holds more significance than other elements, often emphasizing exceptional cases or instances.

Using these expressions strategically can enhance the persuasive impact of your writing by underscoring the most critical elements of your argument. To see more words and further explore techniques for adding emphasis in academic writing, visit resources like Cambridge Dictionary Blog .

Explaining and Clarifying

In academic essays, clearly explaining and clarifying complex ideas is essential for effective communication. IGCSE tutors and GCSE tutors suggest that each of these phrases can be used to enhance understanding:

51. That is to say - Used to introduce a rephrasing or elaboration on something that has just been stated.

52. In other words - Helps clarify a statement by expressing it in different terms for better understanding.

53. To put it another way - Similar to "in other words," it offers an alternative explanation or perspective to ensure clarity.

54. To clarify - Directly states the intent to make something clearer or to resolve any misunderstandings.

55. To explain - Introduces a detailed explanation aimed at enhancing understanding of a complex issue or point.

56. This means that - Connects a statement or idea to its implications or necessary interpretations.

57. This implies - Suggests a deeper, often unspoken consequence or meaning behind the given information.

58. Put simply - Introduces a simpler or more straightforward version of what has been discussed, making it more accessible.

59. In simpler terms - Another phrase to ease comprehension by breaking down complex concepts into basic language.

60. Thus - Concludes an explanation by summarizing the logical result or conclusion derived from the argument made.

Using these phrases effectively can help articulate intricate arguments in a more digestible format, aiding the reader’s understanding and engagement.

Summarising and Concluding

Expert IB tutors and A-Level tutors recommend that effectively summarising and concluding your essays is crucial for reinforcing your main points and providing a satisfying closure to any persuasive essay. Here’s how to use each word or phrase to effectively wrap up your discussions:

61. In conclusion - Signals the beginning of the final summary, clearly stating that the argument is drawing to a close.

62. To sum up - Introduces a concise summary of the key points discussed, often used before the final conclusion.

63. Ultimately - Indicates a final, overarching conclusion derived from the arguments and evidence presented.

64. Finally - Marks the introduction of the last point or an additional important point that concludes the discussion.

65. Lastly - Similar to "finally," it is used to introduce the final argument or point in the list.

66. To conclude - Directly states the intent to wrap up the essay, leading into a summary of the main findings.

67. In summary - Offers a recap of the essential elements discussed, reinforcing the thesis without introducing new information.

68. All things considered - Provides an overall conclusion, taking into account all the points made throughout the essay.

69. In the final analysis - Suggests a thorough consideration of all aspects discussed, leading to a concluding viewpoint.

70. After all - Implies that the conclusion takes into account all arguments and evidences previously presented.

Mastering the use of these concluding phrases ensures that your essay ends on a strong note, summarising key points and reinforcing your argument.

Discussing Similarities

Highlighting similarities effectively can enhance your argument by showing connections and parallels between ideas or topics. Here’s how to use each phrase to discuss similarities in your essays:

71. Similarly - Indicates that what follows is in alignment with the previous statement, reinforcing the connection between two points.

72. Likewise - Also used to show agreement or similarity, it confirms that the upcoming point supports the previous one in terms of characteristics or outcomes.

73. Just as - Introduces a comparison, suggesting that the situation or argument is equivalent to another.

74. As with - Used before mentioning another example, indicating that it shares properties or conditions with what has been discussed.

75. Equally - Implies that two or more elements are on the same level in terms of importance, quality, or characteristics.

76. Analogous to - Introduces a more formal comparison, indicating that one situation is comparable to another, often used in more scientific or technical discussions.

77. Comparable to - Suggests that two things can be likened to each other, providing a basis for comparison.

78. In the same way - Confirms that the action, process, or idea mirrors another, reinforcing the similarity.

79. Just like - A more casual phrase used to draw a direct comparison, making the similarity clear and understandable.

80. Similarly important - Asserts that the importance or relevance of two or more aspects is equal, emphasising their comparative significance.

Utilising these phrases allows you to effectively link concepts and arguments, showing how they complement or mirror each other, which can strengthen your overall thesis. For further reading on comparing and contrasting ideas effectively, the University of North Carolina Writing Center offers excellent resources.

Providing Alternatives

Offering alternatives in your essays can demonstrate critical thinking by showing different possibilities or approaches. Here’s how to use each word or phrase to introduce alternative ideas:

81. Alternatively - Introduces a different option or suggestion, providing another route or perspective.

82. On the contrary - Used to present a direct opposition to the previously mentioned idea, emphasising a contrasting point.

83. Rather - Suggests a preference for one choice over another, typically used to propose a different approach or opinion.

84. Conversely - Indicates a reversal of what has been previously stated, introducing an opposing viewpoint.

85. Instead - Specifies a substitute or replacement, clearly stating that one option is to be considered in place of another.

86. On the flip side - Introduces a contrasting scenario or viewpoint in a more informal manner, often used in conversational or less formal writing.

87. Rather than - Presents a comparison between two choices, highlighting a preference for one over the other.

88. As an alternative - Explicitly states the introduction of a different option or method, providing variety to the discussion.

89. Either...or - Sets up a choice between two distinct options, forcing a decision that impacts the argument’s direction.

90. Neither...nor - Used to deny two possibilities simultaneously, often restructuring the argument by excluding common options.

Incorporating these phrases allows you to explore and present multiple facets of an issue, enriching the essay’s depth and persuasiveness. For tips on effectively presenting alternative arguments, visit Harvard College Writing Center .

Expressing Conditions

Effectively expressing conditions in your essays can help outline scenarios where certain outcomes or arguments hold true. Here’s how to use each word or phrase to specify conditions:

91. If - Introduces a conditional statement, setting up a scenario where a specific result depends on a preceding condition.

92. Unless - Specifies an exception to a general rule or statement, indicating that a condition will change the outcome if not met.

93. Provided that - Sets a stipulation or requirement for a scenario to occur, emphasizing that certain conditions must be satisfied.

94. Assuming that - Suggests a hypothesis or a precondition that needs to be accepted before proceeding with an argument or conclusion.

95. In case - Prepares for a situation that might occur, setting up precautions or actions based on potential scenarios.

96. Even if - Acknowledges that even under certain circumstances, the primary argument or conclusion still holds.

97. Only if - Restricts the conditions under which a statement or outcome is valid, narrowing down the scenarios to very specific ones.

98. Whether - Presents alternatives, usually offering a choice between possibilities within the condition stated.

99. As long as - Indicates that a condition is contingent upon the duration or continuation of a specified situation.

100. Given that - Introduces a premise as a fact, assuming its truth for the sake of argument or to advance the discussion.

Final Thoughts

In crafting compelling essays, the strategic use of specific words and phrases can significantly enhance both the clarity and persuasiveness of your writing. By mastering the use of these 100 essential terms, students can effectively structure their essays, convey complex ideas, and articulate contrasts and comparisons with precision. Each category of phrases serves a unique purpose, from adding information to providing alternatives, which empowers writers to construct well-rounded arguments and engage their readers more deeply.

As you continue to refine your essay-writing skills, remember that the power of your arguments often lies in the details—the precise words and phrases you choose to express your thoughts. The power of a well crafted essay introduction and precise essay conclusion should also not be overlooked. By integrating these tools into your writing repertoire, you are better equipped to present clear, persuasive, and engaging essays that stand out in academic settings.

How can I improve my essay planning process?

Effective essay planning begins with a clear understanding of the essay question. Break down the question to identify key terms and the required response. Create an outline to organise your main points and supporting arguments logically. Consider using a mind map to visually plot connections between ideas, which can spur creative thinking. Allocate time for research, writing, and revision within your plan. Practising essay plans for different questions can enhance your ability to organise thoughts quickly and efficiently, a crucial skill especially under exam conditions.

What makes an essay introduction effective?

An effective introduction grabs the reader's attention, sets the tone, and provides a clear thesis statement. Start with a hook such as a provocative question, a startling statistic, or a compelling quote. Provide some background information to set the context, ensuring it's directly relevant to the essay's question. The thesis statement should be concise and outline your main argument or response to the question. This setup not only intrigues but also informs the reader about the essay's focus, establishing your understanding and control of the subject.

How do I choose the best evidence for my essay?

The best evidence is relevant, credible, and supports your thesis directly. Use primary sources where possible as they provide first-hand accounts that you can analyse directly. When primary sources are not available, rely on peer-reviewed journals and reputable publications. Diversify your sources to avoid over-reliance on a single type of evidence, and critically evaluate sources for bias and reliability. Properly integrating this evidence into your argument involves summarising, paraphrasing, and quoting sources while always linking back to your main argument.

How can I make my essay arguments more persuasive?

To make your arguments more persuasive, begin with a clear, assertive thesis statement. Structure your essay so each paragraph introduces a single point supporting your thesis. Use credible evidence and explain how this supports your argument. Address potential counterarguments to show the depth of your understanding and strengthen your position by demonstrating why your approach is preferable. Employing a confident but respectful tone and precise language also enhances the persuasiveness of your essay.

What are common pitfalls in essay writing to avoid?

Common pitfalls in essay writing include poor structure, weak thesis statements, and lack of coherence. Avoiding these starts with a robust plan and clear outline. Stay on topic by linking each paragraph back to your thesis statement. Avoid plagiarism by properly citing all sources. Overly complex sentence structures can confuse readers, so strive for clarity and conciseness. Finally, neglecting proofreading can leave typographical and grammatical errors, which diminish the quality of your work, so always review your essay thoroughly.

How do I manage time when writing an essay under exam conditions?

Time management in exams is crucial. Allocate about 10% of your time for planning, 80% for writing, and 10% for revising. Quickly outline your main points to structure your essay from the start. Write your body paragraphs first, as these contain the bulk of marks, then your introduction and conclusion. Keep an eye on the clock and pace yourself to ensure you have enough time to adequately develop your arguments and conclude effectively.

What are the best practices for editing and proofreading essays?

After writing your essay, take a break before you start editing to give you a fresh perspective. Read your essay aloud to catch awkward phrasing and sentences that don't flow logically. Check for consistency in tense and point of view throughout the essay. Use spell-check tools, but do not rely on them solely—manually check for homophones and commonly confused words. Consider having someone else read your work to catch errors you might have overlooked and to provide feedback on the clarity of your arguments.

How can I develop a strong thesis statement?

A strong thesis statement is clear, concise, and specific. It should express one main idea that is debatable, meaning there is potential for argument. Reflect on the essay prompt and decide on your position regarding the topic. Your thesis should guide the reader through your arguments and indicate the rationale behind your viewpoint. It serves as the backbone of your essay, so ensure it is robust and directly linked to the question asked.

How do I handle counterarguments in my essays?

Handling counterarguments effectively involves acknowledging them and then refuting them with stronger evidence or reasoning. Present them fairly and objectively, then use logical, fact-based arguments to demonstrate why your position remains valid. This not only shows critical thinking but also strengthens your original argument by showing you have considered multiple perspectives.

What is the role of a conclusion in an essay?

The conclusion of an essay should effectively summarise the main arguments discussed while reaffirming the thesis statement. It should synthesise the information presented rather than introducing new ideas. Provide a final perspective on the topic or suggest implications, further research or practical applications to leave the reader with something to ponder. A strong conclusion can reinforce your argument and leave a lasting impression on the reader.

How can I ensure my essay flows logically?

To ensure logical flow, each paragraph should seamlessly connect to the next with clear transitions. Focus on structuring paragraphs around one main idea that supports your thesis. Use transitional words and phrases to show the relationship between paragraphs. Consistency in your argumentation style and maintaining a clear focus throughout the essay will help keep your writing coherent.

What techniques help maintain reader interest throughout an essay?

To maintain reader interest, start with a strong hook in your introduction and use engaging content like relevant anecdotes, striking statistics, or interesting quotes throughout your essay. Vary your sentence structure and use active voice to keep the narrative dynamic. Also, ensure your topic is relevant and your arguments are presented with passion and clarity.

How can I integrate quotes effectively in essays?

To integrate quotes effectively, introduce the quote with a sentence that sets up its relevance to your argument, then follow the quote with analysis or interpretation that ties it back to your main point. Do not rely heavily on quotes to make your points; use them to support your arguments. Ensure that every quote is properly cited according to the required academic style guide.

What are the differences between descriptive and argumentative essays?

Descriptive essays focus on detailing a particular subject to give the reader a clear image or understanding of the topic through vivid language and sensory details. In contrast, argumentative essays aim to persuade the reader of a particular viewpoint or position using evidence and reasoning. The former is more about painting a picture, while the latter is about convincing through argument.

How can I use feedback to improve my essay writing skills?

Feedback is invaluable for improving essay writing skills. Actively seek out feedback from teachers, peers, or tutors and focus particularly on recurring themes in their comments. Reflect on this feedback critically and apply it to your future essays. Regularly revisiting and revising your work based on constructive criticism allows you to develop a more refined and effective writing style over time.

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Written by: Thomas Babb

Thomas is a PhD candidate at Oxford University. He served as an interviewer and the lead admissions test marker at Oxford, and teaches undergraduate students at Mansfield College and St Hilda’s College. He has ten years’ experience tutoring A-Level and GCSE students across a range of subjects.

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30 Advanced Essay Words to Improve Your Grades

• Posted by by Cameron Smith
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In this guide, you’ll find 30 advanced essay words to use in academic writing. Advanced English words are great for making academic writing more impressive and persuasive, which has the potential to wow teachers and professors, and even improve your grades.

30 Advanced Essay Words

• Definition: Present, appearing, or found everywhere.
• Example: The smartphone has become ubiquitous in modern society.
• Replaces: Common, widespread, prevalent.
• Definition: Fluent or persuasive in speaking or writing.
• Example: Her eloquent speech captivated the audience.
• Replaces: Well-spoken, articulate.
• Definition: To make less severe, serious, or painful.
• Example: Planting more trees can help mitigate the effects of climate change.
• Replaces: Alleviate, lessen, reduce.
• Definition: In contrast or opposite to what was previously mentioned.
• Example: Some believe in climate change; conversely, others deny its existence.
• Replaces: On the other hand, in opposition.
• Definition: Stated or appearing to be true, but not necessarily so.
• Example: His ostensible reason for the delay was a traffic jam.
• Replaces: Apparent, seeming, supposed.
• Definition: A countless or extremely great number.
• Example: The internet offers a myriad of resources for research.
• Replaces: Countless, numerous.
• Definition: Exceeding what is necessary or required.
• Example: His lengthy introduction was filled with superfluous details.
• Replaces: Excessive, redundant.
• Definition: To cause something to happen suddenly or unexpectedly.
• Example: The economic crisis precipitated widespread unemployment.
• Replaces: Trigger, prompt.
• Definition: Too great or extreme to be expressed or described in words.
• Example: The beauty of the sunset over the ocean was ineffable.
• Replaces: Indescribable, inexpressible.
• Definition: Having knowledge or awareness of something.
• Example: She was cognizant of the risks involved in the project.
• Replaces: Aware, conscious.
• Definition: Relevant or applicable to a particular matter.
• Example: Please provide only pertinent information in your report.
• Replaces: Relevant, related.
• Definition: Showing great attention to detail; very careful and precise.
• Example: The researcher conducted a meticulous analysis of the data.
• Replaces: Thorough, careful.
• Definition: Capable of producing the desired result or effect.
• Example: The medication has proved to be efficacious in treating the disease.
• Replaces: Effective, successful.
• Definition: Mentioned earlier in the text or conversation.
• Example: The aforementioned study provides valuable insights.
• Replaces: Previously mentioned, previously discussed.
• Definition: To make a problem, situation, or condition worse.
• Example: His criticism only served to exacerbate the conflict.
• Replaces: Worsen, intensify.
• Definition: The state or capacity of being everywhere, especially at the same time.
• Example: The ubiquity of social media has changed how we communicate.
• Replaces: Omnipresence, pervasiveness.
• Definition: In every case or on every occasion; always.
• Example: The professor’s lectures are invariably informative.
• Replaces: Always, consistently.
• Definition: To be a perfect example or representation of something.
• Example: The city’s skyline epitomizes modern architecture.
• Replaces: Symbolize, represent.
• Definition: A harsh, discordant mixture of sounds.
• Example: The cacophony of car horns during rush hour was deafening.
• Replaces: Discord, noise.
• Definition: A person who acts obsequiously toward someone important to gain advantage.
• Example: He surrounded himself with sycophants who praised his every move.
• Replaces: Flatterer, yes-man.
• Definition: To render unclear, obscure, or unintelligible.
• Example: The politician attempted to obfuscate the details of the scandal.
• Replaces: Confuse, obscure.
• Definition: Having or showing keen mental discernment and good judgment.
• Example: Her sagacious advice guided the team to success.
• Replaces: Wise, insightful.
• Definition: Not or no longer needed or useful; superfluous.
• Example: His repeated explanations were redundant and added no value.
• Replaces: Unnecessary, surplus.
• Definition: Unwilling or refusing to change one’s views or to agree about something.
• Example: The intransigent negotiators couldn’t reach a compromise.
• Replaces: Unyielding, stubborn.
• Definition: Characterized by vulgar or pretentious display; designed to impress or attract notice.
• Example: The mansion’s ostentatious decorations were overwhelming.
• Replaces: Showy, extravagant.
• Definition: A tendency to choose or do something regularly; an inclination or predisposition.
• Example: She had a proclivity for taking risks in her business ventures.
• Replaces: Tendency, inclination.
• Definition: Difficult to interpret or understand; mysterious.
• Example: The artist’s enigmatic paintings left viewers puzzled.
• Replaces: Mysterious, cryptic.
• Definition: Having a harmful effect, especially in a gradual or subtle way.
• Example: The pernicious influence of gossip can damage reputations.
• Replaces: Harmful, destructive.
• Definition: Shining with great brightness.
• Example: The bride looked resplendent in her wedding gown.
• Replaces: Radiant, splendid.
• Definition: Optimistic, especially in a difficult or challenging situation.
• Example: Despite the setbacks, he remained sanguine.
• Replaces: Optimistic, hopeful.

Using these advanced words in your essays can elevate your writing, making it more precise, engaging, and impactful.

As you work on your essays, consider the nuanced meanings and applications of these advanced words, and use them judiciously to enhance the quality of your academic writing.

Cameron Smith

Cameron Smith is an English Communication Coach based in Vancouver, Canada. He's the founder of Learn English Every Day, and he's on a mission to help millions of people speak English with confidence. If you want longer video content, please follow me on YouTube for fun English lessons and helpful learning resources!

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17 academic words and phrases to use in your essay

(Last updated: 20 October 2022)

Since 2006, Oxbridge Essays has been the UK’s leading paid essay-writing and dissertation service

We have helped 10,000s of undergraduate, Masters and PhD students to maximise their grades in essays, dissertations, model-exam answers, applications and other materials. If you would like a free chat about your project with one of our UK staff, then please just reach out on one of the methods below.

For the vast majority of students, essay writing doesn't always come easily. Writing at academic level is an acquired skill that can literally take years to master – indeed, many students find they only start to feel really confident writing essays just as their undergraduate course comes to an end!

If this is you, and you've come here looking for words and phrases to use in your essay, you're in the right place. We’ve pulled together a list of essential academic words you can use in the introduction, body, and conclusion of your essays .

Whilst your ideas and arguments should always be your own, borrowing some of the words and phrases listed below is a great way to articulate your ideas more effectively, and ensure that you keep your reader’s attention from start to finish.

It goes without saying (but we'll say it anyway) that there's a certain formality that comes with academic writing. Casual and conversational phrases have no place. Obviously, there are no LOLs, LMFAOs, and OMGs. But formal academic writing can be much more subtle than this, and as we've mentioned above, requires great skill.

So, to get you started on polishing your own essay writing ability, try using the words in this list as an inspirational starting point.

Words to use in your introduction

The trickiest part of academic writing often comes right at the start, with your introduction. Of course, once you’ve done your plan and have your arguments laid out, you need to actually put pen to paper (or fingers to keyboard) and begin your essay.

You need to consider that your reader doesn’t have a clue about your topic or arguments, so your first sentence must summarise these. Explain what your essay is going to talk about as though you were explaining it to a five year old – without losing the formality of your academic writing, of course! To do this, use any of the below words or phrases to help keep you on track.

1. Firstly, secondly, thirdly

Even though it sounds obvious, your argument will be clearer if you deliver the ideas in the right order. These words can help you to offer clarity and structure to the way you expose your ideas. This is an extremely effective method of presenting the facts clearly. Don’t be too rigid and feel you have to number each point, but using this system can be a good way to get an argument off the ground, and link arguments together.

2. In view of; in light of; considering

These essay phrases are useful to begin your essay. They help you pose your argument based on what other authors have said or a general concern about your research. They can also both be used when a piece of evidence sheds new light on an argument. Here’s an example: The result of the American invasion has severely impaired American interests in the Middle East, exponentially increasing popular hostility to the United States throughout the region, a factor which has proved to be a powerful recruitment tool for extremist terrorist groups (Isakhan, 2015). Considering [or In light of / In view of] the perceived resulting threat to American interests, it could be argued that the Bush administration failed to fully consider the impact of their actions before pushing forward with the war.

3. According to X; X stated that; referring to the views of X

Introducing the views of an author who has a comprehensive knowledge of your particular area of study is a crucial part of essay writing. Including a quote that fits naturally into your work can be a bit of a struggle, but these academic phrases provide a great way in.

Even though it’s fine to reference a quote in your introduction, we don’t recommend you start your essay with a direct quote. Use your own words to sum up the views you’re mentioning, for example:

As Einstein often reiterated, experiments can prove theories, but experiments don’t give birth to theories.

Rather than:

“A theory can be proved by experiment, but no path leads from experiment to the birth of a theory.” {Albert Einstein, 1954, Einstein: A Biography}.

See the difference?

And be sure to reference correctly too, when using quotes or paraphrasing someone else's words.

Adding information and flow

The flow of your essay is extremely important. You don’t want your reader to be confused by the rhythm of your writing and get distracted away from your argument, do you? No! So, we recommend using some of the following ‘flow’ words, which are guaranteed to help you articulate your ideas and arguments in a chronological and structured order.

4. Moreover; furthermore; in addition; what’s more

These types of academic phrases are perfect for expanding or adding to a point you’ve already made without interrupting the flow altogether. “Moreover”, “furthermore” and “in addition” are also great linking phrases to begin a new paragraph.

Here are some examples: The dissociation of tau protein from microtubules destabilises the latter resulting in changes to cell structure, and neuronal transport. Moreover, mitochondrial dysfunction leads to further oxidative stress causing increased levels of nitrous oxide, hydrogen peroxide and lipid peroxidases.

On the data of this trial, no treatment recommendations should be made. The patients are suspected, but not confirmed, to suffer from pneumonia. Furthermore, five days is too short a follow up time to confirm clinical cure.

5. In order to; to that end; to this end

These are helpful academic phrases to introduce an explanation or state your aim. Oftentimes your essay will have to prove how you intend to achieve your goals. By using these sentences you can easily expand on points that will add clarity to the reader.

For example: My research entailed hours of listening and recording the sound of whales in order to understand how they communicate.

Dutch tech companies offer support in the fight against the virus. To this end, an online meeting took place on Wednesday...

Even though we recommend the use of these phrases, DO NOT use them too often. You may think you sound like a real academic but it can be a sign of overwriting!

6. In other words; to put it another way; that is; to put it more simply

Complement complex ideas with simple descriptions by using these sentences. These are excellent academic phrases to improve the continuity of your essay writing. They should be used to explain a point you’ve already made in a slightly different way. Don’t use them to repeat yourself, but rather to elaborate on a certain point that needs further explanation. Or, to succinctly round up what just came before.

For example: A null hypothesis is a statement that there is no relationship between phenomena. In other words, there is no treatment effect.

Nothing could come to be in this pre-world time, “because no part of such a time possesses, as compared with any other, a distinguishing condition of existence rather than non-existence.” That is, nothing exists in this pre-world time, and so there can be nothing that causes the world to come into existence.

7. Similarly; likewise; another key fact to remember; as well as; an equally significant aspect of

These essay words are a good choice to add a piece of information that agrees with an argument or fact you just mentioned. In academic writing, it is very relevant to include points of view that concur with your opinion. This will help you to situate your research within a research context.

Also , academic words and phrases like the above are also especially useful so as not to repeat the word ‘also’ too many times. (We did that on purpose to prove our point!) Your reader will be put off by the repetitive use of simple conjunctions. The quality of your essay will drastically improve just by using academic phrases and words such as ‘similarly’, ‘as well as’, etc. Here, let us show you what we mean:

In 1996, then-transport minister Steve Norris enthused about quadrupling cycling trips by 2012. Similarly, former prime minister David Cameron promised a “cycling revolution” in 2013…

Or Renewable Energy Initiative (AREI) aims to bridge the gap of access to electricity across the continent (...). Another key fact to remember is that it must expand cost-efficient access to electricity to nearly 1 billion people.

The wording “not only… but also” is a useful way to elaborate on a similarity in your arguments but in a more striking way.

Comparing and contrasting information

Academic essays often include opposite opinions or information in order to prove a point. It is important to show all the aspects that are relevant to your research. Include facts and researchers’ views that disagree with a point of your essay to show your knowledge of your particular field of study. Below are a few words and ways of introducing alternative arguments.

8. Conversely; however; alternatively; on the contrary; on the other hand; whereas

Finding a seamless method to present an alternative perspective or theory can be hard work, but these terms and phrases can help you introduce the other side of the argument. Let's look at some examples:

89% of respondents living in joint families reported feeling financially secure. Conversely, only 64% of those who lived in nuclear families said they felt financially secure.

The first protagonist has a social role to fill in being a father to those around him, whereas the second protagonist relies on the security and knowledge offered to him by Chaplin.

“On the other hand” can also be used to make comparisons when worded together with “on the one hand.”

9. By contrast; in comparison; then again; that said; yet

These essay phrases show contrast, compare facts, and present uncertainty regarding a point in your research. “That said” and “yet” in particular will demonstrate your expertise on a topic by showing the conditions or limitations of your research area. For example:

All the tests were positive. That said, we must also consider the fact that some of them had inconclusive results.

10. Despite this; provided that; nonetheless

Use these phrases and essay words to demonstrate a positive aspect of your subject-matter regardless of lack of evidence, logic, coherence, or criticism. Again, this kind of information adds clarity and expertise to your academic writing.

A good example is:

Despite the criticism received by X, the popularity of X remains undiminished.

11. Importantly; significantly; notably; another key point

Another way to add contrast is by highlighting the relevance of a fact or opinion in the context of your research. These academic words help to introduce a sentence or paragraph that contains a very meaningful point in your essay.

Giving examples

A good piece of academic writing will always include examples. Illustrating your essay with examples will make your arguments stronger. Most of the time, examples are a way to clarify an explanation; they usually offer an image that the reader can recognise. The most common way to introduce an illustration is “for example.” However, in order not to repeat yourself here are a few other options.

12. For instance; to give an illustration of; to exemplify; to demonstrate; as evidence; to elucidate

The academic essays that are receiving top marks are the ones that back up every single point made. These academic phrases are a useful way to introduce an example. If you have a lot of examples, avoid repeating the same phrase to facilitate the readability of your essay.

Here’s an example:

‘High involvement shopping’, an experiential process described by Wu et al. (2015, p. 299) relies upon the development of an identity-based alliance between the customer and the brand. Celebrity status at Prada, for example, has created an alliance between the brand and a new generation of millennial customers.

Concluding your essay

Concluding words for essays are necessary to wrap up your argument. Your conclusion must include a brief summary of the ideas that you just exposed without being redundant. The way these ideas are expressed should lead to the final statement and core point you have arrived at in your present research.

13. In conclusion; to conclude; to summarise; in sum; in the final analysis; on close analysis

These are phrases for essays that will introduce your concluding paragraph. You can use them at the beginning of a sentence. They will show the reader that your essay is coming to an end:

On close analysis and appraisal, we see that the study by Cortis lacks essential features of the highest quality quantitative research.

14. Persuasive; compelling

Essay words like these ones can help you emphasize the most relevant arguments of your paper. Both are used in the same way: “the most persuasive/compelling argument is…”.

15. Therefore; this suggests that; it can be seen that; the consequence is

When you’re explaining the significance of the results of a piece of research, these phrases provide the perfect lead up to your explanation.

16. Above all; chiefly; especially; most significantly; it should be noted

Your summary should include the most relevant information or research factor that guided you to your conclusion. Contrary to words such as “persuasive” or “compelling”, these essay words are helpful to draw attention to an important point. For example:

The feasibility and effectiveness of my research has been proven chiefly in the last round of laboratory tests.

Film noir is, and will continue to be, highly debatable, controversial, and unmarketable – but above all, for audience members past, present and to come, extremely enjoyable as a form of screen media entertainment.

17. All things considered

This essay phrase is meant to articulate how you give reasons to your conclusions. It means that after you considered all the aspects related to your study, you have arrived to the conclusion you are demonstrating.

After mastering the use of these academic words and phrases, we guarantee you will see an immediate change in the quality of your essays. The structure will be easier to follow, and the reader’s experience will improve. You’ll also feel more confident articulating your ideas and using facts and examples. So jot them all down, and watch your essays go from ‘good’ to ‘great’!

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Academic Phrases for Writing Conclusion Section of a Research Paper

Overview |   Abstract   | Introduction | Literature Review | Materials & Methods | Results & Discussion | Conclusion & Future Work | Acknowledgements & Appendix

A research paper should end with a well-constructed conclusion. The conclusion is somewhat similar to the introduction. You restate your aims and objectives and summarize your main findings and evidence for the reader. You can usually do this in one paragraph with three main key points, and one strong take-home message. You should not present any new arguments in your conclusion. You can raise some open questions and set the scene for the next study. This is a good place to register your thoughts about possible future work. Try to explain to your readers what more could be done? What do you think are the next steps to take? What other questions warrant further investigation? Remember, the conclusion is the last part of the essay that your reader will see, so spend some time writing the conclusion so that you can end on a high note.

 The conclusion section of your research paper should include the following:

• Overall summary
• Further research

1. Overall summary

The paper concludes by arguing __ On this basis, we conclude that __ The authors concluded that __ is not confined to __ This allows the conclusion that __ The findings of this study can be understood as __ This may be considered a promising aspect of __ This may be considered a further validation of __ Remaining issues are subject of __ In summary, this paper argued that __ This aspect of the research suggested that __ In conclusion, __ seems to improve __ In summary, this paper argued that __ In conclusion, it would appear that __ The analysis leads to the following conclusions: __ It is difficult to arrive at any conclusions with regard to __ The main conclusion that can be drawn is that __ The present findings confirm __ As we have argued elsewhere __ may be considered a promising aspect of __ Ideally, these findings should be replicated in a study where __ By using __ we tested the hypothesis that __ In conclusion, __ seems to improve __ Broadly translated our findings indicate that __ This is an important finding in the understanding of the __ More generally, these basic findings are consistent with research showing that __ In addition, these findings provide additional information about __ Despite the limitations these are valuable in light of __ Overall, our results demonstrate a strong effect of __ Nevertheless, we found __ To our knowledge, this is the first report of __ Our results on __ are broadly consistent with __ The broad implication of the present research is that __ This conclusion follows from the fact that __ Collectively, our results appear consistent with __ Importantly, our results provide evidence for __ Results provide a basis for __ This experiment adds to a growing corpus of research showing __ Our data indicate that __; a result that casts a new light on __ These findings provide a potential mechanism for __ We have shown that __ Our data suggest that we still have a long way to go to __

2. Future work

Future research should consider the potential effects of __ more carefully, for example __ This assumption might be addressed in future studies. Future  research on __ might extend the explanations of __ This is very much the key component in future attempts to overcome __ In future work, investigating __ might prove important. This is desirable for future work. Future investigations are necessary to validate the kinds of conclusions that can be drawn from this study. Future studies could fruitfully explore this issue further by __ Future research is needed to delimitate __ It will be important that future research investigate __ It is a question of future research to investigate __ We believe that apart from looking for __, future research should look for __ Regardless, future research could continue to explore __ This is an issue for future research to explore. Future studies could investigate the association between __ Future studies should aim to replicate results in a larger __  Future research should be devoted to the development of __ This may constitute the object of future studies. Future research could examine __ Interesting research questions for future research that can be derived from __ In future research, more research is needed to apply and test __ This is an interesting topic for future work. Future research should further develop and confirm these initial findings by __ Future research should certainly further test whether __ As also recommended above, future research should __ Future research should examine strategically __ Future research might apply __ In addition, __ might prove an important area for future research. A number of recommendations for future research are given. Therefore, future research should be conducted in more realistic settings to __ Further research on __ issue is warranted. Further work is certainly required to disentangle these complexities in __ Looking forward, further attempts could prove quite beneficial to the literature. Further research is needed to confirm this novel finding. These result warrant further investigation via __ This provides a good starting point for discussion and further research. Further studies should investigate __ The possibility of __ warrants further investigation.

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i humbly ask for some help here……………………i am conducting a science research on water wastage in poor areas and i have also come up with some sort of like a solution to that issue now im stuck i do not know how to wrote the future research please help

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115 Advanced English Words (Advanced Vocabulary List)

Learning vocabulary is my hobby. It’s amazing how many meanings the word has, where it comes from, and what it represents in a cultural context . The more words you know, the more things and experiences you can name, which helps a lot if you want to become a writer.

“I have hated words and I have loved them, and I hope I have made them right.”― Markus Zusak

115 Advanced Words in English

1. construe (verb).

Example: From her arguments, I construe she wants to turn the world into a place of chaos.

2. Peruse (verb)

3. condone (verb).

a) accept (behavior that is considered morally wrong or offensive). b) approve or sanction (something), especially with reluctance.

Example: For the last time, she condoned their egregious mistake.

4. Latent (adjective)

5. acrimonious (adjective).

Example: She rejected his offer with an acrimonious sneer.

6. Indubitable (adjective)

7. propitious (adjective), 8. tremulous (adjective), 9. masquerade (noun/verb).

Example: The whole grand reception was a masquerade.

10. Salient (adjective)

Example: The nose was the most salient feature of his face .

11. Embroil (verb)

Example: She was embroiled in the scheme and there was no way out.

12. Languish (verb)

13. aspersion (noun).

Example: They hurled aspersions as she came along.

14. Sedulous (adjective)

Example: He was the most sedulous worker we ever had.

15. Pertinacious (adjective)

16. encumber (verb).

restrict or impede (someone or something) in such a way that free action or movement is difficult.

17. Effusion (noun)

18. waffle (verb).

Example: Stop waffling about it or I’ll pull your tongue out!

19. Intrepid (adjective)

20. mores (noun), 21. disheveled (adjective).

untidy, disarranged

22. Sumptuous (adjective)

23. reciprocate (verb).

Example: The Moroccan trader gave him some tea, so he felt he had to reciprocate by buying something.

24. Infallible (adjective)

25. dissident (noun/adjective), 26. dispatch (verb/noun), 27. intransigence (noun), 28. pastoral (adjective/noun).

Example: The light pastoral depicted children strolling through meadows among the cattle.

29. Concede (verb)

30. manifold (adjective), 31. punitive (adjective).

inflicting or intended as punishment.

32. Nonplus (noun/verb)

33. salacious (adjective).

Example: The salacious dog had to be restrained.

34. Behoove (verb)

35. vulpine (adjective), 36. premise (noun).

a) a previous statement or proposition from which another is inferred or follows as a conclusion.

37. Demise (noun)

38. megalomania (noun).

Example: Megalomania was the worst, among his many negative qualities.

39. Asinine (adjective)

40. surfeit (noun/verb), 41. reputable (adjective).

Example: I’ll give you a recommendation for a reputable psychologist.

42. Oblique (adjective)

43. jeopardize (verb).

Example: By divulging secret information, he jeopardized the whole operation.

44. Impudence (noun)

45. desolate (adjective/verb), 46. ballast (noun/verb).

a) heavy material, such as gravel, sand, or iron, placed in the bilge of a ship to ensure its stability. b) give stability to (a ship) by putting a heavy substance in its bilge.

47. Disperse (verb/adjective)

48. faze (verb).

Example: He wasn’t fazed by their threats.

49. Compunction (noun)

50. complacency (noun), 51. caliber (noun).

a) the quality of someone’s character or the level of their ability. b) the internal diameter or bore of a gun barrel.

52. Entreat (verb)

53. dissection (noun).

Example: He dissected the paragraph with such precision that even the distinguished professors were amazed.

54. Antiquated (adjective)

55. anguish (noun/verb), 56. effeminate (adjective).

(of a man) having characteristics regarded as typical of a woman; unmanly.

57. Enmity (noun)

58. epoch (noun).

Example: It was in the epoch of Socrates and Plato that ideas of the afterlife first took hold over the European psyche.

59. Intrinsic (adjective)

60. quotidian (adjective), 61. hazardous (adjective).

risky; dangerous.

62. Peregrination (noun)

63. attenuate (verb).

Example: Medical cannabis attenuated the pain of the cancer patient.

64. Unravel (verb)

65. behemoth (noun), 66. impeccable (adjective).

by the highest standards; faultless.

67. Jaded (adjective)

68. figurative (adjective).

Example: He was a master of pithy, figurative expressions.

69. Relic (noun)

70. wreak (verb), 71. utopia (noun).

an imagined place or state of things in which everything is perfect.

72. Vegetate (verb)

73. infringe (verb).

Example: He infringed on their agreement by opting out just after twenty days into the contract.

74. Subtlety (noun)

75. epitaph (noun), 76. grisly (adjective).

causing horror or disgust.

77. Libido (noun)

78. epitome (noun).

Example: The president was an epitome of imbecility.

79. Topple (verb)

80. morose (adjective), 81. impalpable (adjective).

a) unable to be felt by touch. b) not easily comprehended.

82. Gratuitous (adjective)

83. opaque (adjective).

Example: He couldn’t see anything through the opaque glass of the jail cell.

84. Postmortem (noun)

85. eclectic (adjective/noun), 86. delve (verb).

reach inside a receptacle and search for something.

87. Studious (adjective)

88. impel (verb).

Example: He impelled the soldiers to face the enemy.

89. Mannered (adjective)

90. peevish (adjective), 91. stickler (noun).

a person who insists on a certain quality or type of behavior

92. Adulterate (verb)

93. deplete (verb).

Example: All our resources are being depleted.

94. Nadir (noun)

95. prelude (noun), 96. curtail (verb).

reduce in extent or quantity; restrict on.

97. Tacit (adjective)

98. abstruse (adjective).

Example: His philosophy was abstruse.

99. Placate (verb)

100. fathomless (adjective), 101. iconoclastic (adjective).

criticizing or attacking cherished beliefs or institutions.

102. Antithesis (noun)

103. magniloquent (adjective).

Example: His magniloquent speech didn’t impress anyone.

104. Deference (noun)

105. unwitting (adjective), 106. mutinous (adjective).

Example: The mutinous sailors threw the captain over the board.

107. Craven (adjective/noun)

108. luminary (noun), 109. homage (noun).

special honor or respect that is shown publicly.

110. Cupidity (noun)

111. syllogism (noun), 112. facetious (adjective).

treating serious issues with deliberately inappropriate humor; flippant.

113. Martinet (noun)

114. irksome (adjective), 115. defalcate (verb).

embezzle (funds with which one has been entrusted).

This is a part of the language and vocabulary series, which includes:

Parting words.

In wrapping up, diving into the depths of the English language reveals a treasure trove of advanced words, each a testament to its rich tapestry and evolution. Embracing these linguistic gems not only elevates our expression but also deepens our appreciation for the language’s intricate beauty. Expand your vocabulary , and you unlock new realms of communication and understanding.

Rafal Reyzer

Hey there, welcome to my blog! I'm a full-time entrepreneur building two companies, a digital marketer, and a content creator with 10+ years of experience. I started RafalReyzer.com to provide you with great tools and strategies you can use to become a proficient digital marketer and achieve freedom through online creativity. My site is a one-stop shop for digital marketers, and content enthusiasts who want to be independent, earn more money, and create beautiful things. Explore my journey here , and don't miss out on my AI Marketing Mastery online course.

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Useful Vocabulary For An Opinion Essay: Top 40 Words And Phrases

Good word choice is a key ingredient of great essay writing. One should constantly work to expand and improve vocabulary so that ideas are more clearly expressed. Here are the top 40 words and phrases you should know to write great opinion essays:

• “All things considered” – This is another way of simply saying “taking everything into account.”
• “Persuasive” – This is a great term to use when you are providing a summary for the argument you found the most convincing in your writing.
• “Above all” – Use this when you want to signify what is most important and what you wish to be the main takeaway from the writing.
• “Importantly” – Use this word to introduce a loaded point with meaning that might not be easily known to the reader.
• “Significantly” – This is used in the same way as “importantly” is described above.
• “For instance” – This phrase is used when you want to include an example to clarify a point you have just made.
• “Nevertheless” – This is used in the exact same way you would use the word “nonetheless.”
• “Provided that” – This is used when you want to say something along the lines of “on the condition that.”
• “Despite this” – This is most effectively used when you want to outline a point that stands even if there isn’t enough supporting evidence.
• “That said” – Use this phrase when you need to cast some doubt on a point you’ve just made.
• “In comparison/By contrast” – Either one of these phrases can be used when you are contrasting two or more pieces of evidence.
• “On the other hand” – Use this appropriately to introduce a contrasting or opposing interpretation of the same piece of information or evidence.
• “To say nothing of/Not to mention” – Use either one of these to add more information with some emphasis.
• “Coupled with” – Use this phrase when you need to consider to or more arguments at the same time to express your idea.
• “As well as” – This phrase can be used instead of words like “also” or “and” for variety.
• “Similarly” – Use this word in the same way as “likewise” when you want to discuss something that is in agreement with what you have just mentioned.
• “What’s more” – This phrase is used as an alternative to “furthermore” or “moreover.”
• “Moreover” – This word can be used at the beginning of a sentence to add more supporting information to the point you are trying to make.
• “That is to say” – This can be used when you need to be more precise or add further detail to an explanation.
• “In other words” – Use this phrase if you need to simply something by explaining it in another way.
• “Compelling” – This is usually used in the same way as “persuasive” as explained above.
• “In conclusion” – This is usually used to introduce the concluding paragraph of an opinion or any other type of essay.
• “Notably” – This is another way of saying “significantly” as explained above.
• “To give illustration” – Use this when you are about to give an example to clarify a statement made prior.
• “Notwithstanding” – This word can be used in a similar fashion as the phrase “despite this.”
• “Nonetheless” – Use this the same way as “notwithstanding.”
• “In light of/In view of” –You can use either one of these phrases when something written has shed some light on another idea.
• “With this in mind” – Use this phrase whenever you want the reader to consider an argument within the knowledge of something else.
• “Yet” – This word should be used whenever you need to introduce a contrasting idea to one that was made prior.
• “Then again” – This is used in exactly the same way you would use “that said.”
• “Having said that” – This phrase is used in the same way as one would write “but” or “on the other hand.”
• “However” – This word is used to bring up a point that is in complete disagreement with what you’ve just mentioned.
• “Firstly, secondly, thirdly” – These words can be used to appropriately structure an argument logically and sequentially.
• “Not only… but also” – these words can be used to bring up an additional bit of information that is usually more surprising than the first.
• “Another key thing to remember” – This can be used in a similar way as the word “also” to bring up additional facts.
• “Likewise” – this word can be used when you are presenting something that is in agreement with what you have just mentioned.
• “Furthermore” – this word can generally be used at the start of a sentence to introduce or add extra information.
• “To that end” – this phrase can used to introduce an explanation behind an argument, similar to “in order to.”
• “To put it another way” – this is similar to the phrase “in other words” and is used to explain complex ideas.
• “In order to” – this phrase can be used to introduce an explanation behind the reason for an argument.

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Writing an essay

transition words, linking words and other words useful when writing an essay

Learn words with Flashcards and other activities

Other learning activities, teaching tools, full list of words from this list:.

• accept receive willingly something given or offered
• accordingly in agreement with
• actually in fact
• additional further or extra
• adjacent having a common boundary or edge
• admit declare to be true or accept the reality of
• affirmative giving assent
• alleged doubtful or suspect
• alternative one of a number of things from which only one can be chosen
• amplify increase the volume of
• analogy drawing a comparison in order to show a similarity
• analysis abstract separation of something into its various parts
• apply employ for a particular purpose
• assess estimate the nature, quality, ability or significance of
• assumption the act of taking something for granted
• brief of short duration or distance
• catalogue a complete list of things, usually arranged systematically
• certainly definitely or positively
• claim assert or affirm strongly
• clarification an interpretation that removes obstacles to understanding
• clarify make clear and comprehensible
• clause an expression including a subject and predicate
• coherence the state of sticking together
• compare examine and note the similarities or differences of
• comparison the act of examining resemblances
• compound a whole formed by a union of two or more elements or parts
• conclude decide by reasoning
• conclusion a position or opinion reached after consideration
• conditional imposing or depending on or containing an assumption
• conjunction something that joins or connects
• connect fasten or put together two or more pieces
• connotation an idea that is implied or suggested
• consensus agreement in the judgment reached by a group as a whole
• consent give an affirmative reply to; respond favorably to
• consequence a phenomenon that is caused by some previous phenomenon
• consequently as a result
• consider think about carefully; weigh
• consistent the same throughout in structure or composition
• contrary exact opposition
• contrast the opposition or dissimilarity of things that are compared
• conversely with the terms of the relation reversed
• convince make realize the truth or validity of something
• coordinate of equal importance, rank, or degree
• correspond take the place of or be parallel or equivalent to
• current occurring in or belonging to the present time
• decline grow worse
• deduce reason from the general to the particular
• define show the form or outline of
• definitely without question and beyond doubt
• demonstrate give an exhibition of to an interested audience
• demonstrative a pronoun that points out an intended referent
• denotation the most direct or specific meaning of a word or expression
• description the act of depicting something
• dubious fraught with uncertainty or doubt
• emphasis intensity or forcefulness of expression
• enumerate specify individually
• equal having the same quantity, value, or measure as another
• equivalent being essentially comparable to something
• essentially at bottom or by something's very nature
• establish set up or found
• evaluate estimate the nature, quality, ability or significance of
• eventual expected to follow in the indefinite future
• eventuality a possible event or occurrence or result
• evidence knowledge on which to base belief
• evident clearly revealed to the mind or the senses or judgment
• example an item of information that is typical of a class or group
• exception an instance that does not conform to a rule
• exclude prevent from entering; keep out
• exemplary worthy of imitation
• exemplify be characteristic of
• explain make plain and comprehensible
• explicit precisely and clearly expressed or readily observable
• expository serving to expound or set forth
• extend stretch out over a distance, space, time, or scope
• extent the point or degree to which something extends
• foremost ranking above all others
• former the first of two or the first mentioned of two
• formidable extremely impressive in strength or excellence
• furthermore in addition
• generalization the process of abstracting common properties of instances
• illustrate depict with a visual representation
• implication something that is inferred
• implicit suggested though not directly expressed
• imply express or state indirectly
• include have as a part; be made up out of
• indicate designate a place, direction, person, or thing
• induce reason from detailed facts to general principles
• inevitable incapable of being avoided or prevented
• infer conclude by reasoning
• initially at the beginning
• instance an item of information that is typical of a class or group
• intend have in mind as a purpose
• introduce bring something new to an environment
• justify show to be right by providing proof
• latter the second of two or the second mentioned of two
• mention make reference to
• narrative an account that tells the particulars of an act or event
• necessarily in such a manner as could not be otherwise
• nevertheless despite anything to the contrary
• nonetheless despite anything to the contrary
• notable worthy of attention or interest
• notwithstanding despite anything to the contrary
• obviously unmistakably
• opinion a personal belief or judgment
• opposite being directly across from each other
• overall involving only main features
• paradigm a standard or typical example
• paradox a statement that contradicts itself
• paragraph one of several distinct subdivisions of a text
• parallel being everywhere equidistant and not intersecting
• paramount more important than anything else; supreme
• particular unique or specific to a person or thing or category
• particularly to a distinctly greater extent or degree than is common
• persuasive intended or having the power to induce action or belief
• phrase an expression consisting of one or more words
• precede be earlier in time
• premise a statement that is held to be true
• presumably by reasonable assumption
• previous just preceding something else in time or order
• primarily for the most part
• prior earlier in time
• prove establish the validity of something
• provide give something useful or necessary to
• purpose what something is used for
• refine reduce to a pure state
• reinforce strengthen and support
• relate give an account of
• relevance the relation of something to the matter at hand
• respond show a reaction to something
• sequence a following of one thing after another in time
• significant rich in implication
• similarity the quality of being alike
• simultaneous occurring or operating at the same time
• specific stated explicitly or in detail
• specification the act of naming explicitly
• subordinate an assistant subject to the authority or control of another
• subsequently happening at a time later than another time
• suggest make a proposal; declare a plan for something
• summarize briefly present the main points of something
• summary a brief statement that presents the main points
• support the act of bearing the weight of or strengthening
• synthesis the combination of ideas into a complex whole
• termination the act of ending something
• thesis an unproved statement advanced as a premise in an argument
• trace an indication that something has been present
• transition the act of passing from one state or place to the next
• upshot a phenomenon that is caused by some previous phenomenon

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Your chance of acceptance, your chancing factors, extracurriculars, expanding high-level vocabulary for essays.

I'm working on my college essays and I want to improve my vocab to make my writing stand out. Any suggestions on how to incorporate high-level vocabulary or resources to expand my lexicon?

Incorporating high-level vocabulary in your college essays is a great way to showcase your writing skills and stand out. Here are some suggestions on how to expand your lexicon and effectively use a sophisticated vocabulary in your essays:

1. Read widely: To expand your vocabulary, read a variety of materials including novels, newspapers, and even academic papers. This exposes you to new words and phrases that you can naturally incorporate into your own writing. Take note of unfamiliar words, look up their meanings, and try to use them in sentences for practice.

2. Use vocabulary-building tools: There are several resources available for vocabulary expansion, such as flashcard apps, websites like Vocabulary.com, and even classic books like "Word Power Made Easy" by Norman Lewis. These tools help you learn new words in a structured manner and provide exercises to reinforce your learning.

3. Keep a vocabulary journal: Whenever you encounter a new word, write it down in a journal along with its definition and an example sentence. Review your journal regularly to reinforce your learning and expose yourself to these words more frequently.

4. Revise selectively: Instead of trying to replace every simple word with a more complex one, focus on key phrases and descriptions where a higher-level word would add nuance or impact. Overstuffing your essay with complex vocabulary can make it difficult to read and may detract from your message. Aim for a balance of clarity and sophistication.

5. Use words in context: When incorporating new words into your essay, ensure their usage is contextually appropriate. Misusing a word can create confusion and cast doubt on your grasp of the language. It's always better to use a simpler word correctly than a complex one incorrectly.

6. Practice writing: Familiarize yourself with using high-level vocabulary by regularly writing essays, journal entries, or even fiction. Like any skill, the more you practice, the more natural it will become. Challenge yourself to incorporate new words in your writing to expand your active vocabulary.

7. Edit and revise: Once you have a draft of your essay, go through it to identify areas where you can improve your word choice. Use a thesaurus to find synonyms if needed, but remember that context matters – always double-check if the suggested synonyms fit the intended meaning.

Remember, while a high-level vocabulary can enhance your college essay, the most important aspects are still the quality of your storytelling and your ability to convey your thoughts and experiences effectively. Focusing on a clear, engaging narrative with well-structured sentences is the foundation upon which you can layer a sophisticated vocabulary. Good luck with your college essays!

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Good words to use when writing an essay

Connectives used in and between sentences Connectives allow us to be more precise about the good words to use when writing an essay between blank research paper outline in a sentence or between sentences. Provide very specific detail in your essay. Our writers carry out research prohibition research paper outline then write essays for students. Want to see your chances at the schools on your list? To know how to write narrative essay read narrative essay outline. Key takeaway: Normalization can serve a purpose, but only use it if that purpose is clear. A world-wide flu outbreak bangla essay writing something you could say is ubiquitous. For contrast To show how things are different Alternatively, although, but, conversely, despite, even so, even though, however, in contrast, in spite of, instead, on the contrary, contrary to, nevertheless, nonetheless, notwithstanding, on the other hand, rather, still, though, yet, whereas, while. For instance, when outlining the positive and negative issues about a topic you could use the following:. When you need to write a 2,word essay, you might fight against the temptation to insert them; but the result will be poor because such words are irrelevant and bring no surplus value to the statements you use in essays. Myopic — short-sighted; not considering the long run — Adj. But how often do you put your all into your paper only to achieve a lame grade? The Writing Center is open from morning to evening with tutors trained to help you compose and edit. An essay is comprised of many things namely, essay words, phrases, sentences, ideas, expressions, research, format etc.

Video Good words to use when writing an essay

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There are three essay portions to the application: “Statement of Purpose,” “Outstanding Achievements” and “Additional Information.” Although “Outstanding Achievements" and “Additional Information” are optional, it is highly recommended that you complete these essays.

This application uses plain text formatting. You are encouraged to use a word processor like Microsoft Word to compose your essays and to check your word count (250 words for each essay), spelling and grammar. You can then copy and paste your text onto the application text area. 

Do not use AI text generators such as ChatGPT to complete your ETAM application. Using AI text generators may be considered plagiarism and/or cheating according to Student Rule: 20.1.2.3. Suspected use of generative AI may constitute a violation of the Texas A&M Honor Code and will be referred to the Aggie Honor System Office for investigation. More information may be found through the Aggie Honor System Office.

The University Writing Center  is a resource available to help prepare and/or review your essays. View this brief video with ETAM essay tips and information about ETAM-related services from the University Writing Center.

Essay Topics

Additional information for each essay topic is provided below:

• Statement of Purpose:  You will write one “Statement of Purpose” for each major you select. Your statement of purpose should explain your reason for selecting this major and include academic areas of interest, future professional career goals and strengths you would bring to the department. You should clearly articulate why you are interested in a specific major. You can also write about student organizations you have joined within the major or faculty you have met from this major and include all accomplishments related to the major.
• Outstanding Achievements:  Avoid using major-specific language. All majors you apply to will have access to read this essay. Use complete sentences; do not use bullet points. This section gives you an opportunity to discuss any outstanding achievements you feel are notable for departments to consider. Outstanding achievements should include leadership roles, major projects related to engineering, work or internship experience and scholarships you have received. You may use awards from your time in high school — particularly if they are related to engineering, science, math, or any leadership or extracurricular activities such as band, UIL, etc. This is also a great space to discuss AP credit and other academic qualifications.
• Additional Information:  Avoid major-specific language. All majors you apply to will have access to read this essay. This section allows you the opportunity to give additional information you want the committee to consider. You can include extenuating circumstances or other factors influencing your academic performance.
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• Published: 03 September 2024

Reliability of ChatGPT in automated essay scoring for dental undergraduate examinations

• Bernadette Quah 1 , 2 ,
• Lei Zheng 1 , 2   na1 ,
• Timothy Jie Han Sng 1 , 2   na1 ,
• Chee Weng Yong 1 , 2   na1 &
• Intekhab Islam   ORCID: orcid.org/0000-0002-7754-0609 1 , 2  

BMC Medical Education volume  24 , Article number:  962 ( 2024 ) Cite this article

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Metrics details

This study aimed to answer the research question: How reliable is ChatGPT in automated essay scoring (AES) for oral and maxillofacial surgery (OMS) examinations for dental undergraduate students compared to human assessors?

Sixty-nine undergraduate dental students participated in a closed-book examination comprising two essays at the National University of Singapore. Using pre-created assessment rubrics, three assessors independently performed manual essay scoring, while one separate assessor performed AES using ChatGPT (GPT-4). Data analyses were performed using the intraclass correlation coefficient and Cronbach's α to evaluate the reliability and inter-rater agreement of the test scores among all assessors. The mean scores of manual versus automated scoring were evaluated for similarity and correlations.

A strong correlation was observed for Question 1 ( r  = 0.752–0.848, p  < 0.001) and a moderate correlation was observed between AES and all manual scorers for Question 2 ( r  = 0.527–0.571, p  < 0.001). Intraclass correlation coefficients of 0.794–0.858 indicated excellent inter-rater agreement, and Cronbach’s α of 0.881–0.932 indicated high reliability. For Question 1, the mean AES scores were similar to those for manual scoring ( p  > 0.05), and there was a strong correlation between AES and manual scores ( r  = 0.829, p  < 0.001). For Question 2, AES scores were significantly lower than manual scores ( p  < 0.001), and there was a moderate correlation between AES and manual scores ( r  = 0.599, p  < 0.001).

This study shows the potential of ChatGPT for essay marking. However, an appropriate rubric design is essential for optimal reliability. With further validation, the ChatGPT has the potential to aid students in self-assessment or large-scale marking automated processes.

Peer Review reports

Large Language Models (LLMs), such as OpenAI’s GPT-4, LLaMA by META, and Google’s LaMDA (Language Models for Dialogue Applications), have demonstrated tremendous potential in generating outputs based on user-specified instructions or prompts. These models are trained using large amounts of data and are capable of natural language processing tasks. Owing to their ability to comprehend, interpret, and generate natural language text, LLMs allow human-like conversations with coherent contextual responses to prompts. The capability of LLMs to summarize and generate texts that resemble human language allows the creation of task-focused systems that can ease the demands of human labor and improve efficiency.

OpenAI uses a closed application programming interface (API) to process data. Chat Generative Pre-trained Transformer (OpenAI Inc., California, USA, https://chat.openai.com/ ) was introduced globally in 2020 as ChatGPT3, a generative language model with 175 billion parameters [ 1 ]. It is based on a generative AI model that can generate new content based on the data on which they have been trained. The latest version, ChatGPT-4, was introduced in 2023 and has demonstrated improved creativity, reasoning, and the ability to process even more complicated tasks [ 2 ].

Since its release in the public domain, ChatGPT has been actively explored by both healthcare professionals and educators in an effort to attain human-like performance in the form of clinical reasoning, image recognition, diagnosis, and learning from medical databases. ChatGPT has proven to be a powerful tool with immense potential to provide students with an interactive platform to deepen their understanding of any given topic [ 3 ]. In addition, it is also capable of aiding in both lesson planning and student assessments [ 4 , 5 ].

The potential of ChatGPT for assessments

Automated Essay Scoring (AES) is not a new concept, and interest in AES has been increasing since the advent of AI. Three main categories of AES programs have been described, utilizing regression, classification, or neural network models [ 6 ]. A known problem of current AES systems is their unreliability in evaluating the content relevance and coherence of essays [ 6 ]. Newer language models such as ChatGPT, however, are potential game changers; they are simpler to learn than current deep learning programs and can therefore improve the accessibility of AES to educators. Mizumoto and Eguchi recently pioneered the potential use of ChatGPT (GPT-3.5 and 4) for AES in the field of linguistics and reported an accuracy level sufficient for use as a supportive tool even when fine-tuning of the model was not performed [ 7 ].

The use of these AI-powered tools may potentially ease the burden on educators in marking large numbers of essay scripts, while providing personalized feedback to students [ 8 , 9 ]. This is especially crucial with larger class sizes and increasing student-to-teacher ratios, where it can be more difficult for educators to actively engage individual students. Additionally, manual scoring by humans can be subjective and susceptible to fatigue, which may put the scoring at risk of being unreliable [ 7 , 10 ]. The use of AI for essay scoring may thus help reduce intra- and inter-rater variability associated with manual scoring by providing a more standardized and reliable scoring process that eases the time- and labor-intensive scoring workload of human assessors [ 10 , 11 ].

The current role of AI in healthcare education

Generative AI has permeated the healthcare industry and provided a diverse range of health enhancements. An example is how AI facilitates radiographic evaluation and clinical diagnosis to improve the quality of patient care [ 12 , 13 ]. In medical and dental education, virtual or augmented reality and haptic simulations are some of the exciting technological tools already implemented to improve student competence and confidence in patient assessment and execution of procedures [ 14 , 15 , 16 ]. The incorporation of ChatGPT into the dental curriculum would thus be the next step in enhancing student learning. The performance of ChatGPT in the United States Medical Licensing Examination (USMLE) was recently validated, with ChatGPT achieving a score equivalent to that of a third-year medical student [ 17 ]. However, no data are available on the performance of ChatGPT in the field of dentistry or oral and maxillofacial surgery (OMS). Furthermore, the reliability of AI-powered language models for the grading of essays in the medical field has not yet been evaluated; in addition to essay structure and language, the evaluation of essay scripts in the field of OMS would require a level of understanding of dentistry, medicine and surgery.

Therefore, this study aimed to evaluate the reliability of ChatGPT for AES in OMS examinations for final-year dental undergraduate students compared to human assessors. Our null hypothesis was that there would be no difference in the scores between the ChatGPT and human assessors. The research question for the study was as follows: How reliable is ChatGPT when used for AES in OMS examinations compared to human assessors?

Materials and methods

This study was conducted in the Faculty of Dentistry, National University of Singapore, under the Department of Oral and Maxillofacial Surgery. The study received ethical approval from the university’s Institutional Review Board (REF: IRB-2023–1051) and was conducted and drafted with guidance from the education interventions critical appraisal worksheet introduced by BestBETs [ 18 ].

Sample size calculation for this study was based on the formula provided by Viechtbauer et al.: n  = ln (1-γ) / ln(1-π), where n, γ and π represent the sample size, significance level and level of confidence respectively [ 19 ]. Based on a 5% margin of error, a 95% confidence level and a 50% outcome response, it was calculated that a minimum sample size of 59 subjects was required. Ultimately, the study recruited 69 participants, all of whom were final-year undergraduate dental students. A closed-book OMS examination was conducted on the Examplify platform (ExamSoft Worldwide Inc., Texas, USA) as a part of the end-of-module assessment. The examination comprised two open-ended essay questions based on the topics taught in the module (Table  1 ).

Creation of standardized assessment

An assessment rubric was created for each question through discussion and collaboration of a workgroup comprising four assessors involved in the study. All members of the work group were academic staff from the faculty (I.I., B.Q., L.Z., T.J.H.S.) (Supplementary Tables S1 and S2) [ 20 ]. An analytic rubric was generated using the strategy outlined by Popham [ 21 ]. The process involved a discussion within the workgroup to agree on the learning outcomes of the essay questions. Two authors (I. I. and B. Q) independently generated the rubric criteria and descriptions for Question 1 (Infection). Similarly, for Question 2 (Trauma), the rubric criteria and descriptions were generated independently by two authors (I.I. and T.J.H.S.). The rubrics were revised until a consensus was reached between each pair. In the event of any disagreement, a third author (L.Z.) provided their opinion to aid in decision making.

Marking categories of Poor (0 marks), Satisfactory (2 marks), Good (3 marks), and Outstanding (4 marks) were allocated to each criterion, with a maximum of 4 marks attainable from each criterion. A criterion for overall essay structure and language was also included, with a maximum attainable 5 marks from this criterion. The highest score for each question was 40.

Model answers to the essays were prepared by another author (C.W.Y.), who did not participate in the creation of the rubrics. Using the rubrics as a reference, the author modified the model answer to create 5 variants of the answers such that each variant fell within different score ranges of 0–10, 11–20, 21–30, 31–40, 41–50. Subsequently, three authors (B. Q., L. Z., and T.J.H.S) graded the essays using the prepared rubrics. Revisions to the rubrics were made with consensus by all three authors, a process that also helped calibrate these three authors for manual essay scoring.

AES with ChatGPT

Essay scoring was performed using ChatGPT (GPT-4, released March 14, 2023) by one assessor who did not participate in the manual essay scoring exercise (I.I.). Prompts were generated based on a guideline by Giray, and the components of Instruction, Context, Input Data and Output Indication as discussed in the guideline were included in each prompt (Supplementary Tables 3 and 4) [ 22 ]. A prompt template was generated for each question by one assessor (I.I.) with advice from two experts in prompt engineering, based on the marking rubric. The criterion and point allocation were clearly written in prose and point forms. For the fine-tuning process, the prompts were input into ChatGPT using variants of the model answers provided by C.W.Y. Minor adjustments were made to the wording of certain parts of the prompts as necessary to correct any potential misinterpretations of the prompts by the ChatGPT. Each time, the prompt was entered into a new chat in the ChatGPT in a browser where the browser history and cookies were cleared. Subsequently, finalized prompts (Supplementary Tables 3 and 4) were used to score the student essays. AES scores were not used to calculate students’ actual essay scores.

Manual essay scoring

Manual essay scoring was completed independently by three assessors (B.Q., L.Z., and T.J.H.S.) using the assessment rubrics (Supplementary Tables S1 and S2). Calibration was performed during the rubric creation stage. The essays were anonymized to prevent bias during the marking process. The assessors recorded the marks allocated to each criterion, as well as the overall score of each essay, on a pre-prepared Excel spreadsheet. Scoring was performed separately and independently by all assessors before the final collation by a research team member (I.I.) for statistical analyses. The student was considered ‘able to briefly mention’ a criterion if they did not mention any of the keywords of the points within the criterion. The student was considered ‘able to elaborate on’ a point within the criterion if they were able to mention the keywords of that point as stated in the rubric, and were thus awarded higher marks in accordance with the rubric (e.g. the student was given a higher mark if they were able to mention the need to check for dyspnea and dysphagia, instead of simply mentioning a need to check the patient’s airway). Grading was performed with only whole marks as specified in the rubrics, and assessors were not allowed to give half marks or subscores.

Data synthesis

The scores given out of 40 per essay by each assessor were compiled. Data analyses were subsequently performed using SPSS® version 29.0.1.0(171) (IBM Corporation, New York, United States). For each essay question, correlations between the essay scores given by each assessor were analyzed and displayed using the inter-item correlation matrix. A correlation coefficient value ( r ) of 0.90–1.00 was indicative of a very strong, 0.70–0.89 indicative of strong, 0.40–0.69 moderate, 0.10–0.39 weak and < 0.10 negligible positive correlation between the scorers [ 23 ]. The cutoff p -value for the significance level was set at p  < 0.05. The intraclass correlation coefficient (ICC) and Cronbach's α were then calculated between all assessors to assess the inter-rater agreement and reliability, respectively [ 24 ]. The ICC was interpreted on a scale of 0 to 1.00, with a higher value indicating a higher level of agreement in scores given by the scorers to each student. A value less than 0.40 was indicative of poor, 0.40–0.59 fair, 0.60–0.74 good, and 0.75–1.00 excellent agreement [ 25 ]. Using Cronbach’s α, reliability was expressed on a range from 0 to 1.00, with a higher number indicating a higher level of consistency between the scorers in their scores given across the students. The reliability was considered ‘Less Reliable’ if the score was less 0.20, ‘Rather Reliable’ if the score was 0.20–0.40, ‘Quite Reliable’ if 0.40–0.60, ‘Reliable’ if 0.60–0.80 and ‘Very Reliable’ if 0.80–1.00 [ 26 ].

Similarly, the mean scores of the three manual scorers were calculated for each question. The mean manual scores were then analyzed for correlations with AES scores by using Pearson’s correlation coefficient. Student’s t-test was also used to analyze any significant differences in mean scores between manual scoring and AES. A p -value of < 0.05 was required to conclude the presence of a statistically different score between the groups.

All final-year dental undergraduate students (69/69, 100%) had their essays graded by all manual scorers and AES as part of the study. Table 2 shows the mean scores for each individual assessor as well as the mean scores for the three manual scorers (Scorers 1, 2, and 3).

Analysis of correlation and agreement between all scorers

The inter-item correlation matrices and their respective p -values are listed in Table  3 . For Question 1, there was a strong positive correlation between the scores provided by each assessor (Scorers 1, 2, 3, and AES), with r -values ranging from 0.752–0.848. All p -values were < 0.001, indicating a significant positive correlation between all assessors. For Question 2, there was a strong positive correlation between Scorers 1 and 2 ( r  = 0.829) and Scorers 1 and 3 ( r  = 0.756). There was a moderate positive correlation between Scorers 2 and 3 ( r  = 0.655), as well as between AES and all manual scores ( r -values ranging from 0.527 to 0.571). Similarly, all p -values were < 0.001, indicative of a significant positive correlation between all scorers.

For the analysis of inter-rater agreement, ICC values of 0.858 (95% CI 0.628 – 0.933) and 0.794 (95% CI 0.563 – 0.892) were obtained for Questions 1 and 2, respectively, both of which were indicative of excellent inter-rater agreement. Cronbach’s α was 0.932 for Question 1 and 0.881 for Question 2, both of which were ‘Very Reliable’.

Analysis of correlation between manual scoring versus AES

The results of the Student’s t-test comparing the test score values from manual scoring and AES are shown in Table  2 . For Question 1, the mean manual scores (14.85 ± 4.988) were slightly higher than those of the AES (14.54 ± 5.490). However, these differences were not statistically significant ( p  > 0.05). For Question 2, the mean manual scores (23.11 ± 4.241) were also higher than those of the AES (18.62 ± 4.044); this difference was statistically significant ( p  < 0.001).

The results of the Pearson’s correlation coefficient calculations are shown in Table  4 . For Question 1, there was a strong and significant positive correlation between manual scoring and AES ( r  = 0.829, p  < 0.001). For Question 2, there was a moderate and statistically significant positive correlation between the two groups ( r  = 0.599, p  < 0.001).

Qualitative feedback from AES

Figures 1 , 2 and 3 show three examples of essay feedback and scoring provided by ChatGPT. ChatGPT provided feedback in a concise and systematic manner. Scores were clearly provided for each of the criteria listed in the assessment rubric. This was followed by in-depth feedback on the points within the criterion that the student had discussed and failed to mention. ChatGPT was able to differentiate between a student who briefly mentioned a key point and a student who provided better elaboration on the same point by allocating them two or three marks, respectively.

Example #1 of a marked essay with feedback from ChatGPT for Question 1

Example #2 of a marked essay with feedback from ChatGPT for Question 1

Example #3 of a marked essay with feedback from ChatGPT for Question 1

One limitation of ChatGPT that was identified during the scoring process was its inability to identify content that was not relevant to the essay or that was factually incorrect. This was despite the assessment rubric specifying that incorrect statements should be given 0 marks for that criterion. For example, a student who included points about incision and drainage also incorrectly stated that bone scraping to induce bleeding and packing of local hemostatic agents should be performed. Although these statements were factually incorrect, ChatGPT was unable to identify this and still awarded student marks for the point. Manual assessors were able to spot this and subsequently penalized the student for the mistake.

Since its recent rise in popularity, many people have been eager to tap into the potential of large language models, such as ChatGPT. In their review, Khan et al. discussed the growing role of ChatGPT in medical education, with promising uses for the creation of case studies and content such as quizzes and flashcards for self-directed practice [ 9 ]. As an LLM, the ability of ChatGPT to thoroughly evaluate sentence structure and clarity may allow it to confront the task of automated essay marking.

Advantages of ChatGPT in AES

This study found significant correlations and excellent inter-rater agreement between ChatGPT and manual scorers, and the mean scores between both groups showed strong to moderate correlations for both essay questions. This suggests that AES has the potential to provide a level of essay marking similar to that of the educators in our faculty. Similar positive findings were reflected in previous studies that compared manual and automated essay scoring ( r  = 0.532–0.766) [ 6 ]. However, there is still a need to further fine-tune the scoring system such that the score provided by AES deviates as little as possible from human scoring. For instance, the mean AES score was lower than that of manual scoring by 5 marks for Question 2. Although the difference may not seem large, it may potentially increase or decrease the final performance grade of students.

Apart from a decent level of reliability in manual essay scoring, there are many other benefits to using ChatGPT for AES. Compared to humans, the response time to prompts is much faster and can thus increase productivity and reduce the burden of a large workload on educational assessors [ 27 ]. In addition, ChatGPT can provide individualized feedback for each essay (Figs. 1 , 2 and 3 ). This helps provide students with comments specific to their essays, a feat that is difficult to achieve for a single educator teaching a large class size.

Similar to previous systems designed for AES, machine scoring is beneficial for removing human inconsistencies that can result from fatigue, mood swings, or bias [ 10 ]. ChatGPT is no exception. Furthermore, ChatGPT is more widely accessible than the conventional AES systems. Its software runs online instead of requiring downloads on a computer, and its user interface is simple to use. With GPT-3.5 being free to use and GPT-4 being 20 USD per month, it is also relatively inexpensive.

Marking the essay is only part of the equation, and the next step is to allow the students to know what went wrong and why. Nicol and Macfarlane described seven principles for good feedback. ChatGPT can fulfil most of these principles, namely, facilitating self-assessment, encouraging teacher and peer dialogue, clarifying what good performance is, providing opportunities to close the gap between current and desired performance, and delivering high-quality information to students [ 28 ]. In this study, the feedback given by ChatGPT was categorized based on the rubric, and elaboration was provided for each criterion on the points the student mentioned and did not mention. By highlighting the ideal answer and where the student can improve, ChatGPT can clarify performance goals and provide opportunities to close the gap between the student’s current and desired performance. This creates opportunities for selfdirected learning and the utilization of blended learning environments. Students can use ChatGPT to review their preparation on topics, self-grade their essays, and receive instant feedback. Furthermore, the simple and interactive nature of the software encourages dialogue, as it can readily respond to any clarification the student wants to make. The importance of effective feedback has been demonstrated to be an essential component in medical education, in terms of enhancing the knowledge of the student without developing negative emotions [ 29 , 30 ].

These potential advantages of engaging ChatGPT for student assessments play well into the humanistic learning theory of medical education [ 31 , 32 ]. Self-directed learning allows students the freedom to learn at their own pace, with educators simply providing a conducive environment and the goals that the student should achieve. ChatGPT has the potential to supplement the role of the educator in self-directed learning, as it can be readily available to provide constructive and tailored feedback for assignments whenever the student is ready for it. This removes the burden that assignment deadlines place on students, which can allow them a greater sense of independence and control over their learning, and lead to greater self-motivation and self-fulfillment.

Potential pitfalls of ChatGPT

Potential pitfalls associated with the use of ChatGPT were identified. First, the ability to achieve reliable scores relies heavily on a well-created marking rubric with clearly defined terms. In this study, the correlations between scorers were stronger for Question 1 compared to Question 2, and the mean scores between the AES and manual scorers were also significantly different for Question 2, but not for Question 1. The lower reliability of the AES for Question 2 may be attributed to its broader nature, use of more complex medical terms, and lengthier scoring rubrics. The broad nature of the question left more room for individual interpretation and variation between humans and AES. The ability of ChatGPT to provide accurate answers may be reduced with lengthier prompts and conversations [ 27 ]. Furthermore, with less specific instructions or complex medical jargon, both automated systems and human scorers may interpret rubrics differently, resulting in varied scores across the board [ 10 , 33 , 34 ]. The authors thus recommend that to circumvent this, the use of ChatGPT for essay scoring should be restricted to questions that are less broad (e.g. shorter essays), or by breaking the task into multiple prompts for each individual criterion to reduce variations in interpretation [ 27 , 35 ]. Furthermore, the rubrics should contain concise and explicit instructions with appropriate grammar and vocabulary to avoid misinterpretation by both ChatGPT and human scorers, and provide a brief explanation to specify what certain medical terms mean (e.g. writing ‘pulse oximetry (SpO2) monitoring’ instead of only ‘SpO2’) for better contextualization [ 35 , 36 ].

Second, prompt engineering is a critical step in producing the desired outcome from ChatGPT [ 27 ]. A prompt that is too ambiguous or lacks context can lead to a response that is incomplete, generic, or irrelevant, and a prompt that exhibits bias runs the risk of bias reinforcement in the given reply [ 22 , 34 ]. Phrasing the prompt must also be carefully checked for spelling, grammatical mistakes, or inconsistencies, since ChatGPT uses the prompt’s phrasing literally. For example, a prompt that reads ‘give 3 marks if the student covers one or more coverage points’ will result in ChatGPT only giving the marks if multiple points are covered, because of the plural nature of the word ‘points’.

Third, irrelevant content may not be penalized during the essay-marking process. Students may ‘trick’ the AES by producing a lengthier essay to hit more relevant points and increase their score. This may result in essays of lower quality with multiple incorrect or nonsensical statements still rewarded with higher scores [ 10 ]. Our assessment rubric attempts to penalize the student with 0 marks if incorrect statements on the criterion are made; however, none of the students were penalized. This issue may be resolved as ChatGPT rapidly and continuously gains more medical and dental knowledge. Although data to support the competence of AI in medical education are sparse, the quality of the medical knowledge that ChatGPT already has is sufficient to achieve a passing mark at the USMLE [ 5 , 37 ]. In dentistry, when used to disseminate information on endodontics to patients, ChatGPT was found to provide detailed answers with an overall validity of 95% [ 38 ]. Over time, LLMs such as ChatGPT may be able to identify when students are not factually correct.

Other comments

The lack of human emotion in machine scoring can be both an advantage and a disadvantage. AES can provide feedback that is entirely factual and less biased than humans, and grades are objective and final [ 39 ]. However, human empathy is an essential quality that ChatGPT does not possess. One principle of good feedback is to encourage and motivate students to provide positive learning experiences and build self-esteem [ 28 ]. While ChatGPT can provide constructive feedback, it will not be able to replace the compassion, empathy, or emotional intelligence possessed by a quality educator possesses [ 40 ]. In our study, ChatGPT awarded lower mean scores of 14.54/40 (36.4%) and 18.62/40 (46.5%) compared to manual scoring for both questions. Although objective, some may view automated scoring as harsh because it provided failing grades to an average student.

This study demonstrates the ability of GPT-4 to evaluate essays without any specialized training or prompting. One long prompt was used to score each essay. Although more technical prompting methods, such as chain of thought, could be deployed, our single prompt method makes the method scalable and easier to adopt. As discussed earlier, ChatGPT is the most reliable when prompts are short and specific [ 34 ]. Hence, each prompt should ideally task ChatGPT to score only one or two criteria, rather than the entire rubric of the 10 criteria. However, in a class of 70, the assessors are required to run 700 prompts per question, which is impractical and unnecessary. With only one prompt, a good correlation was still found between the AES and manual scoring. It is likely that further exploration and experimentation with prompting techniques can improve the output.

While LLMs have the potential to revolutionize education in healthcare, some precautions must be taken. Artificial Hallucination is a widely described phenomenon; ChatGPT may generate seemingly genuine but inaccurate information [ 41 , 42 , 43 ]. Hallucinations have been attributed to biases and limitations of training data as well as algorithmic limitations [ 2 ]. Similarly, randomness of the generated responses has been observed; while it is useful for generating creative content, this may be an issue when ChatGPT is employed for topics requiring scientific or factual content [ 44 ]. Thus, LLMs are not infallible and still require human subject matter experts to validate the generated content. Finally, it is essential that educators play an active role in driving the development of dedicated training models to ensure consistency, continuity, and accountability, as overreliance on a corporate-controlled model may place educators at the mercy of algorithm changes.

The ethical implications of using ChatGPT in medical and dental education also need to be explored. As much as LLMs can provide convenience to both students and educators, privacy and data security remain a concern [ 45 ]. Robust university privacy policies and informed consent procedures should be in place for the protection of student data prior to the use of ChatGPT as part of student assessment. Furthermore, if LLMs like ChatGPT were to be used for grading examinations in the future, issues revolving around fairness and transparency of the grading process need to be resolved [ 46 ]. GPT-4 may have provided harsh scores in this study, possibly due to some shortfall in understanding certain phrases the students have written; models used in assessments will thus require sufficient training in the field of healthcare to properly acquire the relevant medical knowledge and hence understand and grade essays fairly.

As AI continues to develop, ChatGPT may eventually replace human assessors in essay scoring for dental undergraduate examinations. However, given its current limitations and dependence on a well-formed assessment rubric, relying solely on ChatGPT for exam grading may be inappropriate when the scores can affect the student’s overall module scores, career success, and mental health [ 47 ]. While this study primarily demonstrates the use of ChatGPT to grade essays, it also points to great potential in using it as an interactive learning tool. A good start for its use is essay assignments on pre-set topics, where students can direct their learning on their own and receive objective feedback on essay structure and content that does not count towards their final scores. Students can use rubrics to practice and gain effective feedback from LLMs in an engaging and stress-free environment. This reduces the burden on educators by easing the time-consuming task of grading essay assignments and allows students the flexibility to complete and grade their assignments whenever they are ready. Furthermore, assignments repeated with new class cohorts can enable more robust feedback from ChatGPT through machine learning.

Study limitations

The limitations of this study lie in part of its methodology. The study recruited 69 dental undergraduate students; while this is above the minimum calculated sample size of 59, a larger sample size would help to increase the generalizability of the study findings to larger populations of students and a wide scope of topics. The unique field of OMS also requires knowledge of both medical and dental subjects, and hence the results obtained from the use of ChatGPT for essay marking in other medical or dental specialties may differ slightly.

The use of rubrics for manual scoring could also be a potential source of bias. While the rubrics provide a framework for objective assessment, they cannot eliminate the subjectiveness of manual scoring. Variations in the interpretation of the students’ answers, leniency errors (whereby one scorer marks more leniently than another) or rater drift (fatigue from assessing many essays may affect leniency of marking and judgment) may still occur. To minimize bias resulting from these errors, multiple assessors were recruited for the manual scoring process and the average scores were used for comparison with AES.

This study investigated the reliability of ChatGPT in essay scoring for OMS examinations, and found positive correlations between ChatGPT and manual essay scoring. However, ChatGPT tended towards stricter scoring and was not capable of penalizing irrelevant or incorrect content. In its present state, GPT-4 should not be used as a standalone tool for teaching or assessment in the field of medical and dental education but can serve as an adjunct to aid students in self-assessment. The importance of proper rubric design to achieve optimal reliability when employing ChatGPT in student assessment cannot be overemphasized.

Availability of data and materials

The datasets used and/or analyzed during the current study are available from the corresponding author on reasonable request.

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Acknowledgements

We would like to extend our gratitude to Mr Paul Timothy Tan Bee Xian and Mr Jonathan Sim for their invaluable advice on the process of prompt engineering for the effective execution of this study.

Author information

Lei Zheng, Timothy Jie Han Sng and Chee Weng Yong contributed equally to this work.

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Faculty of Dentistry, National University of Singapore, Singapore, Singapore

Bernadette Quah, Lei Zheng, Timothy Jie Han Sng, Chee Weng Yong & Intekhab Islam

Discipline of Oral and Maxillofacial Surgery, National University Centre for Oral Health, 9 Lower Kent Ridge Road, Singapore, Singapore

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B.Q. contributed in the stages of conceptualization, methodology, study execution, validation, formal analysis and manuscript writing (original draft and review and editing). L.Z., T.J.H.S. and C.W.Y. contributed in the stages of methodology, study execution, and manuscript writing (review and editing). I.I. contributed in the stages of conceptualization, methodology, study execution, validation, formal analysis, manuscript writing (review and editing) and supervision. All authors provided substantial contributions to this manuscript in the following form:

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This study was approved by the Institutional Review Board of the university (REF: IRB-2023–1051). The waiver of consent from students was approved by the University’s Institutional Review Board, as the scores by ChatGPT were not used as the students’ actual grades, and all essay manuscripts were anonymized.

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Quah, B., Zheng, L., Sng, T.J.H. et al. Reliability of ChatGPT in automated essay scoring for dental undergraduate examinations. BMC Med Educ 24 , 962 (2024). https://doi.org/10.1186/s12909-024-05881-6

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Edwidge Danticat's new collection of essays says 'We're Alone'

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Vance Championed 2017 Report on Families From Architects of Project 2025

JD Vance, as he was dipping his toe into politics, praised the Heritage Foundation report — 29 essays opposing abortion and seeking to instruct Americans on how to raise children — as “admirable.”

In his introduction to the 2017 Heritage Foundation report, JD Vance argued that economic struggles were inextricable from what he saw as cultural decay. Credit... Jamie Kelter Davis for The New York Times

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By Lisa Lerer

• Sept. 3, 2024

Years before he became the Republican vice-presidential nominee, JD Vance endorsed a little-noticed 2017 report by the Heritage Foundation that proposed a sweeping conservative agenda to restrict sexual and reproductive freedoms and remake American families.

In a series of 29 separate essays, conservative commentators, policy experts, community leaders and Christian clergy members opposed the spread of in vitro fertilization and other fertility treatments, describing those treatments as harmful to women. They praised the rapidly expanding number of state laws restricting abortion rights and access, saying that the procedure should become “unthinkable” in America. And they cited hunger as a “great motivation” for Americans to find work.

Mr. Vance, then known as the author of a best-selling memoir, became a champion of the project. He wrote the introduction and praised the volume as “admirable,” and was the keynote speaker at the public release of the report at Heritage’s offices in Washington.

The report was released just months after Donald J. Trump became president, as social conservatives were laying the foundation for an aggressive agenda restricting sexual freedom and reproductive rights. Those policies became a hallmark of the Trump administration and Mr. Vance’s political career.

Taken together, the pieces in the report amount to an effort to instruct Americans on what their families should be, when to grow them and the best way to raise their children. Authors argued in the 2017 report that women should become pregnant at younger ages and that a two-parent, heterosexual household was the “ideal” environment for children.

“The ideal situation for any child is growing up with the mother and father who brought that child into the world,” wrote Katrina Trinko, a conservative journalist, in an essay detailing the “tragedy” of babies born to single mothers.

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