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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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Synonyms for essay

• composition
• dissertation
• disquisition
• undertaking
• have a go at
• have a shot at
• have a crack at
• have a bash at

a relatively brief discourse written especially as an exercise

A procedure that ascertains effectiveness, value, proper function, or other quality, a trying to do or make something, to make an attempt to do or make, to subject to a procedure that ascertains effectiveness, value, proper function, or other quality, an analytic or interpretive literary composition, related words.

• piece of writing
• written material
• thanatopsis

a tentative attempt

Make an effort or attempt.

• pick up the gauntlet
• take a dare
• give it a try
• give it a whirl
• take a chance
• take chances
• lay on the line
• put on the line

put to the test, as for its quality, or give experimental use to

• pass judgment
• Esperantido
• espionage agent
• espionage network
• espresso maker
• espresso shop
• esprit de corps
• esprit de l'escalier
• essential amino acid
• essential condition
• essential hypertension
• essential oil
• essential thrombocytopenia
• essential tremor
• essentiality
• essentially
• essentialness
• established
• established church
• establishment
• establishmentarian
• establishmentarianism
• Essad Pasha
• Essad Pasha Toptani
• Essad Toptani
• Essai Fondé sur la Préférence du Patient
• Essais Cliniques en Lorraine
• Essais Cliniques et Validation
• Essais d'Aptitude Par Inter-Comparaison
• Essais Périodiques
• Essanay Film Manufacturing Company
• Essar Power Gujarat Ltd.
• Essar Shipping and Logistics Ltd.
• Essarts Club Archerie
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Thesaurus for Essay

Related terms for essay - synonyms, antonyms and sentences with essay, similar meaning.

• dissertation
• composition
• disquisition

Opposite meaning

• admit defeat
• throw in the sponge
• throw in the towel
• have a rest
• abandon hope
• abstain from

Common usage

• comic verse
• apologetics
• religious text
• inspirational
• autobiography
• academic history
• apocalyptic
• christian literature
• christology

Sentence Examples

Proper usage in context.

• The infant had essayed a few wobbly steps
• About that essay you wrote yesterday
• And a short essay on the theme of the family
• He wrote an essay last year entitled
• I would like an essay entitled

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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!

Good writing = better grades

ProWritingAid will help you improve the style, strength, and clarity of all your assignments.

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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Fiona Oates

100+ Useful Words and Phrases to Write a Great Essay

By: Author Sophia

Posted on Last updated: October 25, 2023

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How to Write a Great Essay in English! This lesson provides 100+ useful words, transition words and expressions used in writing an essay. Let’s take a look!

The secret to a successful essay doesn’t just lie in the clever things you talk about and the way you structure your points.

Useful Words and Phrases to Write a Great Essay

Overview of an essay.

Useful Phrases for Proficiency Essays

Developing the argument

• The first aspect to point out is that…
• Let us start by considering the facts.
• The novel portrays, deals with, revolves around…
• Central to the novel is…
• The character of xxx embodies/ epitomizes…

The other side of the argument

• It would also be interesting to see…
• One should, nevertheless, consider the problem from another angle.
• Equally relevant to the issue are the questions of…
• The arguments we have presented… suggest that…/ prove that…/ would indicate that…
• From these arguments one must…/ could…/ might… conclude that…
• All of this points to the conclusion that…
• To conclude…

Ordering elements

• Firstly,…/ Secondly,…/ Finally,… (note the comma after all these introductory words.)
• As a final point…
• On the one hand, …. on the other hand…
• If on the one hand it can be said that… the same is not true for…
• The first argument suggests that… whilst the second suggests that…
• There are at least xxx points to highlight.

Adding elements

• Furthermore, one should not forget that…
• In addition to…
• Moreover…
• It is important to add that…

Accepting other points of view

• Nevertheless, one should accept that…
• However, we also agree that…

Personal opinion

• We/I personally believe that…
• Our/My own point of view is that…
• It is my contention that…
• I am convinced that…
• My own opinion is…

Others’ opinions

• According to some critics… Critics:
• believe that
• suggest that
• are convinced that
• point out that
• emphasize that
• contend that
• go as far as to say that
• argue for this

Introducing examples

• For example…
• For instance…
• To illustrate this point…

Introducing facts

• It is… true that…/ clear that…/ noticeable that…
• One should note here that…

Saying what you think is true

• This leads us to believe that…
• It is very possible that…
• In view of these facts, it is quite likely that…
• Doubtless,…
• One cannot deny that…
• It is (very) clear from these observations that…
• All the same, it is possible that…
• It is difficult to believe that…

Accepting other points to a certain degree

• One can agree up to a certain point with…
• Certainly,… However,…
• It cannot be denied that…

Emphasizing particular points

• The last example highlights the fact that…
• Not only… but also…
• We would even go so far as to say that…

Moderating, agreeing, disagreeing

• By and large…
• Perhaps we should also point out the fact that…
• It would be unfair not to mention the fact that…
• One must admit that…
• We cannot ignore the fact that…
• One cannot possibly accept the fact that…

Consequences

• From these facts, one may conclude that…
• That is why, in our opinion, …
• Which seems to confirm the idea that…
• Thus,…/ Therefore,…
• Some critics suggest…, whereas others…
• Compared to…
• On the one hand, there is the firm belief that… On the other hand, many people are convinced that…

How to Write a Great Essay | Image 1

How to Write a Great Essay | Image 2

Phrases For Balanced Arguments

Introduction

• It is often said that…
• It is undeniable that…
• It is a well-known fact that…
• One of the most striking features of this text is…
• The first thing that needs to be said is…
• First of all, let us try to analyze…
• One argument in support of…
• We must distinguish carefully between…
• The second reason for…
• An important aspect of the text is…
• It is worth stating at this point that…
• On the other hand, we can observe that…
• The other side of the coin is, however, that…
• Another way of looking at this question is to…
• What conclusions can be drawn from all this?
• The most satisfactory conclusion that we can come to is…
• To sum up… we are convinced that…/ …we believe that…/ …we have to accept that…

How to Write a Great Essay | Image 3

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Nur Syuhadah Zainuddin

Friday 19th of August 2022

thank u so much its really usefull

12thSeahorse

Wednesday 3rd of August 2022

He or she who masters the English language rules the world!

Friday 25th of March 2022

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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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17 academic words and phrases to use in your essay

(Last updated: 20 October 2022)

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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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Use These Sentence Starter Tips to Strengthen Your Writing

In general, a sentence starter is a quick word or phrase at the beginning of a sentence to help the reader transition, such as the phrase “in general.” Without them, writing can be disorganized, disconnected, and therefore hard to read. But knowing which ones to add—and when —is not always obvious. 

In this article, we discuss sentence starters quite similar to “in this article.” We explain a bit about when and how to use them, and then give specific examples of sentence starters you can use in your writing, divided into categories for quick reference like “topic sentence starters for essays” or “good sentence starters for emphasis.” 

Here’s a tip: Want to make sure your writing shines? Grammarly can check your spelling and save you from grammar and punctuation mistakes. It even proofreads your text, so your work is extra polished wherever you write.

Your writing, at its best Grammarly helps strengthen your academic writing Write with Grammarly

What is a sentence starter?

Sentence starters are the words or phrases that introduce the rest of the sentence, typically set apart by commas. The words that start a sentence are some of the most important in writing: They introduce what the sentence is about so the reader knows what to expect. 

In longer academic writing texts, sentence starters are essential for unifying the entire work. Because each sentence essentially has its own individual topic, these writings frequently jump from point to point, sometimes abruptly. Sentence starters help ease the process for the reader by smoothing over jarring transitions and preparing the reader for the next topic. 

That principle also applies to paragraphs , which jump from topic to topic. Paragraph starters fulfill that same role, typically providing an organizational signpost via introduction sentence starters to bridge the gap between the previous and current topics. 

Although they’re common in fiction, sentence starters are most useful for nonfiction, in particular essay writing . While fiction unifies the writing through the narrative, nonfiction often incorporates a variety of facts, which sentence starters coalesce for the reader. In other words, if you think nonfiction is dry, imagine if it were merely a list of facts! 

When to use sentence starters

Sentence starters are not necessary for every sentence. In fact, using them too much can distract your reader. Here are some situations where a sentence starter works best: 

• It’s unclear how one sentence is connected to others.
• You’re introducing a new idea, such as at the beginning of an essay or of a paragraph
• You’re presenting a conclusion or summary, for instance at the end of an essay.
• You want to add emphasis to a particular sentence or point.
• You want to write a hook to captivate readers.
• The sentence requires certain context, such as background information.

There’s no hard rule for when to use sentence starters and when to avoid them. If you’re having trouble deciding, try rereading your last few lines and see how they sound. If your sentences flow together nicely, you don’t need sentence starters. If something seems off, jarring, or missing, try adding one to see if it helps. 

Below you’ll find examples of sentence starters relevant to specific contexts.

Topic sentence starters for essays

Topic sentences are like the sentence starters of an entire essay—they introduce what the paragraph or entire text is about so the readers know what to expect. 

• This paper discusses . . .
• In this paper . . .
• Here, we discuss . . .
• Below, you will find . . .

Conclusion sentence starters for essays

Conclusions and summaries always act a little differently than other sentences and paragraphs because they don’t present new information. When you’re writing a conclusion , remember that sentence starters can cue the reader that you’re about to “wrap things up” so they don’t expect any new points or evidence. 

• In summary . . .
• To summarize . . . 
• Putting it all together . . .
• In conclusion . . .
• To wrap things up . . .
• To review . . .
• In short . . . 
• All in all . . .
• All things considered . . .
• By and large . . .
• Overall . . .
• On the whole . . .

Good sentence starters for sequences or lists

Sentence starters are quite useful for lists of instructions or explaining a series of events. These items aren’t always related in obvious ways, but sentence starters link them together, and in the right order, so that your reader can organize them properly in their head. 

• First . . ., Second . . ., Third . . ., etc. 
• Subsequently . . .
• After that . . .
• Afterwards . . .
• Eventually . . . 
• Later . . .
• Moving on . . .

Good sentence starters for comparisons

Use sentence starters to show that two things are related or alike. Although the topics may be similar to yours, your reader may not yet understand the connection. 

• Similarly . . .
• In the same way . . .
• Along those lines . . .
• Likewise . . .
• Again . . .

Good sentence starters for elaboration or adding new points

For times when one sentence isn’t enough to fully explain your point, adding sentence starters to the subsequent sentences can tie them all together. 

• Additionally . . .
• Moreover . . .
• Furthermore . . .
• Even more important . . .
• Just as important . . .

Good sentence starters for introducing examples

Especially for essays, you want to use evidence to support your claims. Sentence starters ease the transition from explaining the big picture to showing those same ideas at work in the real world. 

• For example . . .
• For instance . . .
• To illustrate . . .
• Specifically . . .
• We can see this in . . .
• This is evidenced by . . .
• Consider the [case/example] of . . .

Good sentence starters for contrasts and abrupt transitions

Sentence starters work best at times when you must change topics abruptly. Without them, the text becomes jarring and scattered, so use them to keep your reader on the right path, especially when contrasting topics. 

• However . . .
• Although . . .
• Otherwise . . .
• On the other hand . . .
• On the contrary . . .
• Nevertheless . . .
• Then again . . .
• Conversely . . .
• Notwithstanding . . .
• In contrast . . .
• Despite that . . .
• Rather . . .
• Still . . .
• Instead . . .

Good sentence starters to establish cause and effect

It’s common to use two different sentences to discuss a cause-and-effect relationship, as in something making something else happen. Sentence starters can make this relationship clear and show which sentence is the cause and which is the effect. 

• As a result . . .
• Accordingly . . .
• Consequently . . .
• Due to . . .
• For this reason . . .
• Hence . . .
• Therefore . . .
• This means that . . .
• That is why . . .

Good sentence starters for emphasis

In some situations, sentence starters aren’t necessary, but they help make a point stand out. Save these for the sentences you really want your readers to remember above all else. 

• Above all . . .
• As usual . . .
• Certainly . . .
• Indeed . . .
• Undoubtedly . . .
• Of course . . .
• Obviously . . .
• Namely . . .
• Generally speaking . . .

Good sentence starters for references

If you’re citing an idea other than your own, like in research papers, it saves space to put the attribution in the words to start a sentence. Use these sentence starters before a quote or concept from another work. 

• According to . . .
• Based on the findings of . . .
• As seen by . . .
• As explained by . . .
• With regards to . . .

Good sentence starters for historical or generally accepted concepts

Some sentences don’t make sense without context. This could be a popular, mainstream idea that the reader is unaware of, or some historical background that is not common knowledge. In these instances, sentence starters can provide that context without becoming a tangent. 

• Traditionally . . .
• Historically . . .
• Customarily . . .
• In the past . . .
• Conventionally . . .
• Initially . . .
• Recently . . .
• Until now . . .

Good sentence starters to show uncertainty or doubt

If you’re writing about facts, your reader will assume everything you write is a fact. In situations where something is unproven or uncertain, it helps to mention that there’s room for doubt so as not to misinform the reader. 

• Perhaps . . .
• Although not proven . . .
• It’s possible that . . .
• It may be that . . .
• Arguably . . .
• While debatable . . .

Ensure your sentences flow

In addition to using strong sentence starters, you want your entire essay to read smoothly and coherently. Grammarly can help. Our writing suggestions flag confusing sentences and provide feedback on how to make your writing clearer, helping you put your best ideas forward.

Synonyms of paper

• as in document
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Thesaurus Definition of paper

 (Entry 1 of 2)

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• little magazine
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• so - called

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GPT-fabricated scientific papers on Google Scholar: Key features, spread, and implications for preempting evidence manipulation

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Academic journals, archives, and repositories are seeing an increasing number of questionable research papers clearly produced using generative AI. They are often created with widely available, general-purpose AI applications, most likely ChatGPT, and mimic scientific writing. Google Scholar easily locates and lists these questionable papers alongside reputable, quality-controlled research. Our analysis of a selection of questionable GPT-fabricated scientific papers found in Google Scholar shows that many are about applied, often controversial topics susceptible to disinformation: the environment, health, and computing. The resulting enhanced potential for malicious manipulation of society’s evidence base, particularly in politically divisive domains, is a growing concern.

Swedish School of Library and Information Science, University of Borås, Sweden

Department of Arts and Cultural Sciences, Lund University, Sweden

Division of Environmental Communication, Swedish University of Agricultural Sciences, Sweden

Research Questions

• Where are questionable publications produced with generative pre-trained transformers (GPTs) that can be found via Google Scholar published or deposited?
• What are the main characteristics of these publications in relation to predominant subject categories?
• How are these publications spread in the research infrastructure for scholarly communication?
• How is the role of the scholarly communication infrastructure challenged in maintaining public trust in science and evidence through inappropriate use of generative AI?

research note Summary

• A sample of scientific papers with signs of GPT-use found on Google Scholar was retrieved, downloaded, and analyzed using a combination of qualitative coding and descriptive statistics. All papers contained at least one of two common phrases returned by conversational agents that use large language models (LLM) like OpenAI’s ChatGPT. Google Search was then used to determine the extent to which copies of questionable, GPT-fabricated papers were available in various repositories, archives, citation databases, and social media platforms.
• Roughly two-thirds of the retrieved papers were found to have been produced, at least in part, through undisclosed, potentially deceptive use of GPT. The majority (57%) of these questionable papers dealt with policy-relevant subjects (i.e., environment, health, computing), susceptible to influence operations. Most were available in several copies on different domains (e.g., social media, archives, and repositories).
• Two main risks arise from the increasingly common use of GPT to (mass-)produce fake, scientific publications. First, the abundance of fabricated “studies” seeping into all areas of the research infrastructure threatens to overwhelm the scholarly communication system and jeopardize the integrity of the scientific record. A second risk lies in the increased possibility that convincingly scientific-looking content was in fact deceitfully created with AI tools and is also optimized to be retrieved by publicly available academic search engines, particularly Google Scholar. However small, this possibility and awareness of it risks undermining the basis for trust in scientific knowledge and poses serious societal risks.

Implications

The use of ChatGPT to generate text for academic papers has raised concerns about research integrity. Discussion of this phenomenon is ongoing in editorials, commentaries, opinion pieces, and on social media (Bom, 2023; Stokel-Walker, 2024; Thorp, 2023). There are now several lists of papers suspected of GPT misuse, and new papers are constantly being added. 1 See for example Academ-AI, https://www.academ-ai.info/ , and Retraction Watch, https://retractionwatch.com/papers-and-peer-reviews-with-evidence-of-chatgpt-writing/ . While many legitimate uses of GPT for research and academic writing exist (Huang & Tan, 2023; Kitamura, 2023; Lund et al., 2023), its undeclared use—beyond proofreading—has potentially far-reaching implications for both science and society, but especially for their relationship. It, therefore, seems important to extend the discussion to one of the most accessible and well-known intermediaries between science, but also certain types of misinformation, and the public, namely Google Scholar, also in response to the legitimate concerns that the discussion of generative AI and misinformation needs to be more nuanced and empirically substantiated  (Simon et al., 2023).

Google Scholar, https://scholar.google.com , is an easy-to-use academic search engine. It is available for free, and its index is extensive (Gusenbauer & Haddaway, 2020). It is also often touted as a credible source for academic literature and even recommended in library guides, by media and information literacy initiatives, and fact checkers (Tripodi et al., 2023). However, Google Scholar lacks the transparency and adherence to standards that usually characterize citation databases. Instead, Google Scholar uses automated crawlers, like Google’s web search engine (Martín-Martín et al., 2021), and the inclusion criteria are based on primarily technical standards, allowing any individual author—with or without scientific affiliation—to upload papers to be indexed (Google Scholar Help, n.d.). It has been shown that Google Scholar is susceptible to manipulation through citation exploits (Antkare, 2020) and by providing access to fake scientific papers (Dadkhah et al., 2017). A large part of Google Scholar’s index consists of publications from established scientific journals or other forms of quality-controlled, scholarly literature. However, the index also contains a large amount of gray literature, including student papers, working papers, reports, preprint servers, and academic networking sites, as well as material from so-called “questionable” academic journals, including paper mills. The search interface does not offer the possibility to filter the results meaningfully by material type, publication status, or form of quality control, such as limiting the search to peer-reviewed material.

To understand the occurrence of ChatGPT (co-)authored work in Google Scholar’s index, we scraped it for publications, including one of two common ChatGPT responses (see Appendix A) that we encountered on social media and in media reports (DeGeurin, 2024). The results of our descriptive statistical analyses showed that around 62% did not declare the use of GPTs. Most of these GPT-fabricated papers were found in non-indexed journals and working papers, but some cases included research published in mainstream scientific journals and conference proceedings. 2 Indexed journals mean scholarly journals indexed by abstract and citation databases such as Scopus and Web of Science, where the indexation implies journals with high scientific quality. Non-indexed journals are journals that fall outside of this indexation. More than half (57%) of these GPT-fabricated papers concerned policy-relevant subject areas susceptible to influence operations. To avoid increasing the visibility of these publications, we abstained from referencing them in this research note. However, we have made the data available in the Harvard Dataverse repository.

The publications were related to three issue areas—health (14.5%), environment (19.5%) and computing (23%)—with key terms such “healthcare,” “COVID-19,” or “infection”for health-related papers, and “analysis,” “sustainable,” and “global” for environment-related papers. In several cases, the papers had titles that strung together general keywords and buzzwords, thus alluding to very broad and current research. These terms included “biology,” “telehealth,” “climate policy,” “diversity,” and “disrupting,” to name just a few.  While the study’s scope and design did not include a detailed analysis of which parts of the articles included fabricated text, our dataset did contain the surrounding sentences for each occurrence of the suspicious phrases that formed the basis for our search and subsequent selection. Based on that, we can say that the phrases occurred in most sections typically found in scientific publications, including the literature review, methods, conceptual and theoretical frameworks, background, motivation or societal relevance, and even discussion. This was confirmed during the joint coding, where we read and discussed all articles. It became clear that not just the text related to the telltale phrases was created by GPT, but that almost all articles in our sample of questionable articles likely contained traces of GPT-fabricated text everywhere.

Evidence hacking and backfiring effects

Generative pre-trained transformers (GPTs) can be used to produce texts that mimic scientific writing. These texts, when made available online—as we demonstrate—leak into the databases of academic search engines and other parts of the research infrastructure for scholarly communication. This development exacerbates problems that were already present with less sophisticated text generators (Antkare, 2020; Cabanac & Labbé, 2021). Yet, the public release of ChatGPT in 2022, together with the way Google Scholar works, has increased the likelihood of lay people (e.g., media, politicians, patients, students) coming across questionable (or even entirely GPT-fabricated) papers and other problematic research findings. Previous research has emphasized that the ability to determine the value and status of scientific publications for lay people is at stake when misleading articles are passed off as reputable (Haider & Åström, 2017) and that systematic literature reviews risk being compromised (Dadkhah et al., 2017). It has also been highlighted that Google Scholar, in particular, can be and has been exploited for manipulating the evidence base for politically charged issues and to fuel conspiracy narratives (Tripodi et al., 2023). Both concerns are likely to be magnified in the future, increasing the risk of what we suggest calling evidence hacking —the strategic and coordinated malicious manipulation of society’s evidence base.

The authority of quality-controlled research as evidence to support legislation, policy, politics, and other forms of decision-making is undermined by the presence of undeclared GPT-fabricated content in publications professing to be scientific. Due to the large number of archives, repositories, mirror sites, and shadow libraries to which they spread, there is a clear risk that GPT-fabricated, questionable papers will reach audiences even after a possible retraction. There are considerable technical difficulties involved in identifying and tracing computer-fabricated papers (Cabanac & Labbé, 2021; Dadkhah et al., 2023; Jones, 2024), not to mention preventing and curbing their spread and uptake.

However, as the rise of the so-called anti-vaxx movement during the COVID-19 pandemic and the ongoing obstruction and denial of climate change show, retracting erroneous publications often fuels conspiracies and increases the following of these movements rather than stopping them. To illustrate this mechanism, climate deniers frequently question established scientific consensus by pointing to other, supposedly scientific, studies that support their claims. Usually, these are poorly executed, not peer-reviewed, based on obsolete data, or even fraudulent (Dunlap & Brulle, 2020). A similar strategy is successful in the alternative epistemic world of the global anti-vaccination movement (Carrion, 2018) and the persistence of flawed and questionable publications in the scientific record already poses significant problems for health research, policy, and lawmakers, and thus for society as a whole (Littell et al., 2024). Considering that a person’s support for “doing your own research” is associated with increased mistrust in scientific institutions (Chinn & Hasell, 2023), it will be of utmost importance to anticipate and consider such backfiring effects already when designing a technical solution, when suggesting industry or legal regulation, and in the planning of educational measures.

Recommendations

Solutions should be based on simultaneous considerations of technical, educational, and regulatory approaches, as well as incentives, including social ones, across the entire research infrastructure. Paying attention to how these approaches and incentives relate to each other can help identify points and mechanisms for disruption. Recognizing fraudulent academic papers must happen alongside understanding how they reach their audiences and what reasons there might be for some of these papers successfully “sticking around.” A possible way to mitigate some of the risks associated with GPT-fabricated scholarly texts finding their way into academic search engine results would be to provide filtering options for facets such as indexed journals, gray literature, peer-review, and similar on the interface of publicly available academic search engines. Furthermore, evaluation tools for indexed journals 3 Such as LiU Journal CheckUp, https://ep.liu.se/JournalCheckup/default.aspx?lang=eng . could be integrated into the graphical user interfaces and the crawlers of these academic search engines. To enable accountability, it is important that the index (database) of such a search engine is populated according to criteria that are transparent, open to scrutiny, and appropriate to the workings of  science and other forms of academic research. Moreover, considering that Google Scholar has no real competitor, there is a strong case for establishing a freely accessible, non-specialized academic search engine that is not run for commercial reasons but for reasons of public interest. Such measures, together with educational initiatives aimed particularly at policymakers, science communicators, journalists, and other media workers, will be crucial to reducing the possibilities for and effects of malicious manipulation or evidence hacking. It is important not to present this as a technical problem that exists only because of AI text generators but to relate it to the wider concerns in which it is embedded. These range from a largely dysfunctional scholarly publishing system (Haider & Åström, 2017) and academia’s “publish or perish” paradigm to Google’s near-monopoly and ideological battles over the control of information and ultimately knowledge. Any intervention is likely to have systemic effects; these effects need to be considered and assessed in advance and, ideally, followed up on.

Our study focused on a selection of papers that were easily recognizable as fraudulent. We used this relatively small sample as a magnifying glass to examine, delineate, and understand a problem that goes beyond the scope of the sample itself, which however points towards larger concerns that require further investigation. The work of ongoing whistleblowing initiatives 4 Such as Academ-AI, https://www.academ-ai.info/ , and Retraction Watch, https://retractionwatch.com/papers-and-peer-reviews-with-evidence-of-chatgpt-writing/ . , recent media reports of journal closures (Subbaraman, 2024), or GPT-related changes in word use and writing style (Cabanac et al., 2021; Stokel-Walker, 2024) suggest that we only see the tip of the iceberg. There are already more sophisticated cases (Dadkhah et al., 2023) as well as cases involving fabricated images (Gu et al., 2022). Our analysis shows that questionable and potentially manipulative GPT-fabricated papers permeate the research infrastructure and are likely to become a widespread phenomenon. Our findings underline that the risk of fake scientific papers being used to maliciously manipulate evidence (see Dadkhah et al., 2017) must be taken seriously. Manipulation may involve undeclared automatic summaries of texts, inclusion in literature reviews, explicit scientific claims, or the concealment of errors in studies so that they are difficult to detect in peer review. However, the mere possibility of these things happening is a significant risk in its own right that can be strategically exploited and will have ramifications for trust in and perception of science. Society’s methods of evaluating sources and the foundations of media and information literacy are under threat and public trust in science is at risk of further erosion, with far-reaching consequences for society in dealing with information disorders. To address this multifaceted problem, we first need to understand why it exists and proliferates.

Finding 1: 139 GPT-fabricated, questionable papers were found and listed as regular results on the Google Scholar results page. Non-indexed journals dominate.

Most questionable papers we found were in non-indexed journals or were working papers, but we did also find some in established journals, publications, conferences, and repositories. We found a total of 139 papers with a suspected deceptive use of ChatGPT or similar LLM applications (see Table 1). Out of these, 19 were in indexed journals, 89 were in non-indexed journals, 19 were student papers found in university databases, and 12 were working papers (mostly in preprint databases). Table 1 divides these papers into categories. Health and environment papers made up around 34% (47) of the sample. Of these, 66% were present in non-indexed journals.

Finding 2: GPT-fabricated, questionable papers are disseminated online, permeating the research infrastructure for scholarly communication, often in multiple copies. Applied topics with practical implications dominate.

The 20 papers concerning health-related issues are distributed across 20 unique domains, accounting for 46 URLs. The 27 papers dealing with environmental issues can be found across 26 unique domains, accounting for 56 URLs.  Most of the identified papers exist in multiple copies and have already spread to several archives, repositories, and social media. It would be difficult, or impossible, to remove them from the scientific record.

As apparent from Table 2, GPT-fabricated, questionable papers are seeping into most parts of the online research infrastructure for scholarly communication. Platforms on which identified papers have appeared include ResearchGate, ORCiD, Journal of Population Therapeutics and Clinical Pharmacology (JPTCP), Easychair, Frontiers, the Institute of Electrical and Electronics Engineer (IEEE), and X/Twitter. Thus, even if they are retracted from their original source, it will prove very difficult to track, remove, or even just mark them up on other platforms. Moreover, unless regulated, Google Scholar will enable their continued and most likely unlabeled discoverability.

A word rain visualization (Centre for Digital Humanities Uppsala, 2023), which combines word prominences through TF-IDF 5 Term frequency–inverse document frequency , a method for measuring the significance of a word in a document compared to its frequency across all documents in a collection. scores with semantic similarity of the full texts of our sample of GPT-generated articles that fall into the “Environment” and “Health” categories, reflects the two categories in question. However, as can be seen in Figure 1, it also reveals overlap and sub-areas. The y-axis shows word prominences through word positions and font sizes, while the x-axis indicates semantic similarity. In addition to a certain amount of overlap, this reveals sub-areas, which are best described as two distinct events within the word rain. The event on the left bundles terms related to the development and management of health and healthcare with “challenges,” “impact,” and “potential of artificial intelligence”emerging as semantically related terms. Terms related to research infrastructures, environmental, epistemic, and technological concepts are arranged further down in the same event (e.g., “system,” “climate,” “understanding,” “knowledge,” “learning,” “education,” “sustainable”). A second distinct event further to the right bundles terms associated with fish farming and aquatic medicinal plants, highlighting the presence of an aquaculture cluster.  Here, the prominence of groups of terms such as “used,” “model,” “-based,” and “traditional” suggests the presence of applied research on these topics. The two events making up the word rain visualization, are linked by a less dominant but overlapping cluster of terms related to “energy” and “water.”

The bar chart of the terms in the paper subset (see Figure 2) complements the word rain visualization by depicting the most prominent terms in the full texts along the y-axis. Here, word prominences across health and environment papers are arranged descendingly, where values outside parentheses are TF-IDF values (relative frequencies) and values inside parentheses are raw term frequencies (absolute frequencies).

Finding 3: Google Scholar presents results from quality-controlled and non-controlled citation databases on the same interface, providing unfiltered access to GPT-fabricated questionable papers.

Google Scholar’s central position in the publicly accessible scholarly communication infrastructure, as well as its lack of standards, transparency, and accountability in terms of inclusion criteria, has potentially serious implications for public trust in science. This is likely to exacerbate the already-known potential to exploit Google Scholar for evidence hacking (Tripodi et al., 2023) and will have implications for any attempts to retract or remove fraudulent papers from their original publication venues. Any solution must consider the entirety of the research infrastructure for scholarly communication and the interplay of different actors, interests, and incentives.

We searched and scraped Google Scholar using the Python library Scholarly (Cholewiak et al., 2023) for papers that included specific phrases known to be common responses from ChatGPT and similar applications with the same underlying model (GPT3.5 or GPT4): “as of my last knowledge update” and/or “I don’t have access to real-time data” (see Appendix A). This facilitated the identification of papers that likely used generative AI to produce text, resulting in 227 retrieved papers. The papers’ bibliographic information was automatically added to a spreadsheet and downloaded into Zotero. 6 An open-source reference manager, https://zotero.org .

We employed multiple coding (Barbour, 2001) to classify the papers based on their content. First, we jointly assessed whether the paper was suspected of fraudulent use of ChatGPT (or similar) based on how the text was integrated into the papers and whether the paper was presented as original research output or the AI tool’s role was acknowledged. Second, in analyzing the content of the papers, we continued the multiple coding by classifying the fraudulent papers into four categories identified during an initial round of analysis—health, environment, computing, and others—and then determining which subjects were most affected by this issue (see Table 1). Out of the 227 retrieved papers, 88 papers were written with legitimate and/or declared use of GPTs (i.e., false positives, which were excluded from further analysis), and 139 papers were written with undeclared and/or fraudulent use (i.e., true positives, which were included in further analysis). The multiple coding was conducted jointly by all authors of the present article, who collaboratively coded and cross-checked each other’s interpretation of the data simultaneously in a shared spreadsheet file. This was done to single out coding discrepancies and settle coding disagreements, which in turn ensured methodological thoroughness and analytical consensus (see Barbour, 2001). Redoing the category coding later based on our established coding schedule, we achieved an intercoder reliability (Cohen’s kappa) of 0.806 after eradicating obvious differences.

The ranking algorithm of Google Scholar prioritizes highly cited and older publications (Martín-Martín et al., 2016). Therefore, the position of the articles on the search engine results pages was not particularly informative, considering the relatively small number of results in combination with the recency of the publications. Only the query “as of my last knowledge update” had more than two search engine result pages. On those, questionable articles with undeclared use of GPTs were evenly distributed across all result pages (min: 4, max: 9, mode: 8), with the proportion of undeclared use being slightly higher on average on later search result pages.

To understand how the papers making fraudulent use of generative AI were disseminated online, we programmatically searched for the paper titles (with exact string matching) in Google Search from our local IP address (see Appendix B) using the googlesearch – python library(Vikramaditya, 2020). We manually verified each search result to filter out false positives—results that were not related to the paper—and then compiled the most prominent URLs by field. This enabled the identification of other platforms through which the papers had been spread. We did not, however, investigate whether copies had spread into SciHub or other shadow libraries, or if they were referenced in Wikipedia.

We used descriptive statistics to count the prevalence of the number of GPT-fabricated papers across topics and venues and top domains by subject. The pandas software library for the Python programming language (The pandas development team, 2024) was used for this part of the analysis. Based on the multiple coding, paper occurrences were counted in relation to their categories, divided into indexed journals, non-indexed journals, student papers, and working papers. The schemes, subdomains, and subdirectories of the URL strings were filtered out while top-level domains and second-level domains were kept, which led to normalizing domain names. This, in turn, allowed the counting of domain frequencies in the environment and health categories. To distinguish word prominences and meanings in the environment and health-related GPT-fabricated questionable papers, a semantically-aware word cloud visualization was produced through the use of a word rain (Centre for Digital Humanities Uppsala, 2023) for full-text versions of the papers. Font size and y-axis positions indicate word prominences through TF-IDF scores for the environment and health papers (also visualized in a separate bar chart with raw term frequencies in parentheses), and words are positioned along the x-axis to reflect semantic similarity (Skeppstedt et al., 2024), with an English Word2vec skip gram model space (Fares et al., 2017). An English stop word list was used, along with a manually produced list including terms such as “https,” “volume,” or “years.”

• Artificial Intelligence
• / Search engines

Cite this Essay

Haider, J., Söderström, K. R., Ekström, B., & Rödl, M. (2024). GPT-fabricated scientific papers on Google Scholar: Key features, spread, and implications for preempting evidence manipulation. Harvard Kennedy School (HKS) Misinformation Review . https://doi.org/10.37016/mr-2020-156

• / Appendix B

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This research has been supported by Mistra, the Swedish Foundation for Strategic Environmental Research, through the research program Mistra Environmental Communication (Haider, Ekström, Rödl) and the Marcus and Amalia Wallenberg Foundation [2020.0004] (Söderström).

Competing Interests

The authors declare no competing interests.

The research described in this article was carried out under Swedish legislation. According to the relevant EU and Swedish legislation (2003:460) on the ethical review of research involving humans (“Ethical Review Act”), the research reported on here is not subject to authorization by the Swedish Ethical Review Authority (“etikprövningsmyndigheten”) (SRC, 2017).

This is an open access article distributed under the terms of the Creative Commons Attribution License , which permits unrestricted use, distribution, and reproduction in any medium, provided that the original author and source are properly credited.

Data Availability

All data needed to replicate this study are available at the Harvard Dataverse: https://doi.org/10.7910/DVN/WUVD8X

Acknowledgements

The authors wish to thank two anonymous reviewers for their valuable comments on the article manuscript as well as the editorial group of Harvard Kennedy School (HKS) Misinformation Review for their thoughtful feedback and input.

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'Kambush!' 'Harris Puts Trump on the Defense': World's Papers

Newspapers across the world were dominated on Wednesday morning by the confrontational debate between Vice President Kamala Harris and former President Donald Trump in the run up to the presidential election in November.

The Wall Street Journal

The Wall Street Journal focused on the clashes between Donald Trump and Kamala Harris over key issues such as abortion, the economy, and immigration. The debate started on a civil note with a handshake but quickly turned combative. Harris criticized Trump's tax policies and his handling of immigration, while Trump accused the vice president of failing to address the nation's pressing issues, the paper reported.

The Washington Post

The Washington Post drew attention to Harris' sharp critiques, pressing Trump on immigration, democracy, and his past controversies. Trump countered with fiery rhetoric, aiming to reframe Harris as a radical leftist disguised as a moderate. Harris emphasized her readiness to lead and drew contrasts between herself and Trump, particularly regarding leadership in democracy and governance, the paper reported.

New York Post

The New York Post accused ABC hosts of a 'Kambush', suggesting that Harris and debate moderators ganged up on Trump. The paper claimed that ABC News moderators David Muir and Linsey Davis never fact-checked Harris but repeatedly interrupted Trump, and asked him tougher questions.

The Boston Globe

The Boston Globe described how Harris took an aggressive stance, confronting Trump over various issues. The debate was marked by personal attacks: Trump accused Democrats of supporting infant executions and immigrants eating pets, and accused Harris of contributing to his assassination attempt.

Brazil—O Estado de S. Paulo

The Brazilian paper suggested Harris was on the offensive during the debate, managing to destabilize Trump with an aggressive stance. There were moments of personal attacks: Trump accused his rival of being a Marxist and once again questioned her racial identity as Black. Kamala attacked by mentioning the legal charges against Trump.

Canada—Toronto Star

The Canadian paper Toronto Star highlighted the "tense and combative" debate. The two sparred on politics and personality, showcasing starkly different visions for the country. The paper said that Harris tried repeatedly to get under Trump's skin, reminding him about his 2020 election loss, which he still denies.

Argentina—Clarín

The Argentine paper Clarín highlighted key debate topics such as abortion, the economy, racism and the war in Ukraine. Harris remained composed despite being accused by her rival of bringing in illegal immigrants who "eat dogs and cats." Clarín suggested that no clear winner emerged from the debate.

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The story features on the front page of The Times , The Telegraph , Metro and the Daily Star .

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