words to use in a research paper

50 Useful Academic Words & Phrases for Research

Like all good writing, writing an academic paper takes a certain level of skill to express your ideas and arguments in a way that is natural and that meets a level of academic sophistication. The terms, expressions, and phrases you use in your research paper must be of an appropriate level to be submitted to academic journals.

Therefore, authors need to know which verbs , nouns , and phrases to apply to create a paper that is not only easy to understand, but which conveys an understanding of academic conventions. Using the correct terminology and usage shows journal editors and fellow researchers that you are a competent writer and thinker, while using non-academic language might make them question your writing ability, as well as your critical reasoning skills.

What are academic words and phrases?

One way to understand what constitutes good academic writing is to read a lot of published research to find patterns of usage in different contexts. However, it may take an author countless hours of reading and might not be the most helpful advice when faced with an upcoming deadline on a manuscript draft.

Briefly, “academic” language includes terms, phrases, expressions, transitions, and sometimes symbols and abbreviations that help the pieces of an academic text fit together. When writing an academic text–whether it is a book report, annotated bibliography, research paper, research poster, lab report, research proposal, thesis, or manuscript for publication–authors must follow academic writing conventions. You can often find handy academic writing tips and guidelines by consulting the style manual of the text you are writing (i.e., APA Style , MLA Style , or Chicago Style ).

However, sometimes it can be helpful to have a list of academic words and expressions like the ones in this article to use as a “cheat sheet” for substituting the better term in a given context.

How to Choose the Best Academic Terms

You can think of writing “academically” as writing in a way that conveys one’s meaning effectively but concisely. For instance, while the term “take a look at” is a perfectly fine way to express an action in everyday English, a term like “analyze” would certainly be more suitable in most academic contexts. It takes up fewer words on the page and is used much more often in published academic papers.

You can use one handy guideline when choosing the most academic term: When faced with a choice between two different terms, use the Latinate version of the term. Here is a brief list of common verbs versus their academic counterparts:

Although this can be a useful tip to help academic authors, it can be difficult to memorize dozens of Latinate verbs. Using an AI paraphrasing tool or proofreading tool can help you instantly find more appropriate academic terms, so consider using such revision tools while you draft to improve your writing.

Top 50 Words and Phrases for Different Sections in a Research Paper

The “Latinate verb rule” is just one tool in your arsenal of academic writing, and there are many more out there. But to make the process of finding academic language a bit easier for you, we have compiled a list of 50 vital academic words and phrases, divided into specific categories and use cases, each with an explanation and contextual example.

Best Words and Phrases to use in an Introduction section

1. historically.

An adverb used to indicate a time perspective, especially when describing the background of a given topic.

2. In recent years

A temporal marker emphasizing recent developments, often used at the very beginning of your Introduction section.

3. It is widely acknowledged that

A “form phrase” indicating a broad consensus among researchers and/or the general public. Often used in the literature review section to build upon a foundation of established scientific knowledge.

4. There has been growing interest in

Highlights increasing attention to a topic and tells the reader why your study might be important to this field of research.

5. Preliminary observations indicate

Shares early insights or findings while hedging on making any definitive conclusions. Modal verbs like may , might , and could are often used with this expression.

6. This study aims to

Describes the goal of the research and is a form phrase very often used in the research objective or even the hypothesis of a research paper .

7. Despite its significance

Highlights the importance of a matter that might be overlooked. It is also frequently used in the rationale of the study section to show how your study’s aim and scope build on previous studies.

8. While numerous studies have focused on

Indicates the existing body of work on a topic while pointing to the shortcomings of certain aspects of that research. Helps focus the reader on the question, “What is missing from our knowledge of this topic?” This is often used alongside the statement of the problem in research papers.

9. The purpose of this research is

A form phrase that directly states the aim of the study.

10. The question arises (about/whether)

Poses a query or research problem statement for the reader to acknowledge.

Best Words and Phrases for Clarifying Information

11. in other words.

Introduces a synopsis or the rephrasing of a statement for clarity. This is often used in the Discussion section statement to explain the implications of the study .

12. That is to say

Provides clarification, similar to “in other words.”

13. To put it simply

Simplifies a complex idea, often for a more general readership.

14. To clarify

Specifically indicates to the reader a direct elaboration of a previous point.

15. More specifically

Narrows down a general statement from a broader one. Often used in the Discussion section to clarify the meaning of a specific result.

16. To elaborate

Expands on a point made previously.

17. In detail

Indicates a deeper dive into information.

Points out specifics. Similar meaning to “specifically” or “especially.”

19. This means that

Explains implications and/or interprets the meaning of the Results section .

20. Moreover

Expands a prior point to a broader one that shows the greater context or wider argument.

Best Words and Phrases for Giving Examples

21. for instance.

Provides a specific case that fits into the point being made.

22. As an illustration

Demonstrates a point in full or in part.

23. To illustrate

Shows a clear picture of the point being made.

24. For example

Presents a particular instance. Same meaning as “for instance.”

25. Such as

Lists specifics that comprise a broader category or assertion being made.

26. Including

Offers examples as part of a larger list.

27. Notably

Adverb highlighting an important example. Similar meaning to “especially.”

28. Especially

Adverb that emphasizes a significant instance.

29. In particular

Draws attention to a specific point.

30. To name a few

Indicates examples than previously mentioned are about to be named.

Best Words and Phrases for Comparing and Contrasting

31. however.

Introduces a contrasting idea.

32. On the other hand

Highlights an alternative view or fact.

33. Conversely

Indicates an opposing or reversed idea to the one just mentioned.

34. Similarly

Shows likeness or parallels between two ideas, objects, or situations.

35. Likewise

Indicates agreement with a previous point.

36. In contrast

Draws a distinction between two points.

37. Nevertheless

Introduces a contrasting point, despite what has been said.

38. Whereas

Compares two distinct entities or ideas.

Indicates a contrast between two points.

Signals an unexpected contrast.

Best Words and Phrases to use in a Conclusion section

41. in conclusion.

Signifies the beginning of the closing argument.

42. To sum up

Offers a brief summary.

43. In summary

Signals a concise recap.

44. Ultimately

Reflects the final or main point.

45. Overall

Gives a general concluding statement.

Indicates a resulting conclusion.

Demonstrates a logical conclusion.

48. Therefore

Connects a cause and its effect.

49. It can be concluded that

Clearly states a conclusion derived from the data.

50. Taking everything into consideration

Reflects on all the discussed points before concluding.

Edit Your Research Terms and Phrases Before Submission

Using these phrases in the proper places in your research papers can enhance the clarity, flow, and persuasiveness of your writing, especially in the Introduction section and Discussion section, which together make up the majority of your paper’s text in most academic domains.

However, it's vital to ensure each phrase is contextually appropriate to avoid redundancy or misinterpretation. As mentioned at the top of this article, the best way to do this is to 1) use an AI text editor , free AI paraphrasing tool or AI proofreading tool while you draft to enhance your writing, and 2) consult a professional proofreading service like Wordvice, which has human editors well versed in the terminology and conventions of the specific subject area of your academic documents.

For more detailed information on using AI tools to write a research paper and the best AI tools for research , check out the Wordvice AI Blog .

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Useful Research Words and Phrases for All Sections

What are the best research words and phrases to use in a paper?

If you are a graduate student, researcher, and/or professor, you already know that composing academic documents can be a frustrating and time-consuming undertaking. In addition to including all the necessary study content, you must also present it in the right order and convey the required information using the proper institutional language. Deciding exactly which language to put in which section can get confusing as you constantly question your choice of phrasing: “ Does the Results section require this kind of explanation? Should I introduce my research with a comparison or with background research? How do I even begin the Discussion section? ”

To help you choose the  right  word for the  right  purpose,  Wordvice  has created a handy academic writing “cheat sheet” with ready-made formulaic expressions for all major sections of a research paper ( Introduction, Literature Review, Methods, Results, Discussion, and Conclusion ) and for reaching different objectives within each section.

This downloadable  quick-reference guide  contains common phrases used in academic papers, a sample journal submission cover letter, and a template rebuttal letter to be modified and used in case of receipt of a letter from the journal editor.

Each section includes annotations explaining the purposes of the expressions and a summary of essential information so that you can easily find the language your are looking for whenever you need to apply it to your paper. Using this quick reference will help you write more complete and appropriate phrases in your research writing and correspondence with journal editors.

Reference Guide Content

1. common research paper phrases (listed by manuscript section).

• Gathered from hundreds of thousands of published manuscripts, these frequently used key sentences and phrases are tailored to what each section of your paper should accomplish.
• From the abstract to the conclusion, each section is tied together by a logical structure and flow of information.
• Refer to this index when you are unsure of the correct phrases to use (in your paper/article, dissertation, or thesis) or if you are a non-native speaker and are seeking phrasing that is both natural in tone and official in form.

2. Acade mic Search Tools Index

• The search tools index is a concise compilation of some of the best academic research search tools and databases available that contain information about paper composition and relevant journals.
• Locate the sites and tools most useful for your needs using our summary of site content and features.

3. Sample Journal Submission Cover Letter with Formal Expressions

The  cover letter  is an essential part of the journal submission process, yet a great many researchers struggle with how to compose their cover letters to journal editors in a way that will effectively introduce their study and spur editors to read and consider their manuscript.

This sample cover letter not only provides an exemplary model of what a strong cover letter should look like but includes template language authors can apply directly to their own cover letters. By applying the formal language of the cover letter to the particular details of a particular study, the letter helps authors build a strong opening case for journals to consider accepting their manuscripts for publication.

4. Rebuttal Letter Template

The  rebuttal letter  is written as a response to previously received correspondence from journal editors that can take the form of a rejection, deferment, or request letter, which often requests changes, additions, or omission of content or augmentation of formatting in the manuscript. The rebuttal letter is therefore usually an author’s last chance to get their manuscript published in a given journal, and the language they use must convince the editor that an author’s manuscript is ready (or will be ready) for publication in their journal. It must therefore contain a precise rationale and explanation to accomplish this goal.

As with the journal submission cover letter, knowing exactly what to include in this letter and how to compose it can be difficult. One must be persuasive without being pushy; formal but yet candid and frank. This template rebuttal letter is constructed to help authors navigate these issues and respond to authors with confidence that they have done everything possible to get their manuscript published in the journal to which they have submitted.

5. Useful Phrases for the Journal Submission Cover Letter/Rebuttal Letter

As with research papers, there are usually dozens of options for how to phrase the language in letters to journal editors. This section suggests several of the most common phrases that authors use to express their objectives and persuade editors to publish their journals. And as with the section on “Common Research Paper Phrases,” you will find here that each phrase is listed under a heading that indicates its objective so that authors know when and where to apply these expressions.

Use this reference guide as another resource in your toolkit to make the research paper writing and journal submission processes a bit easier. And remember that there are many excellent resources out there if you require additional assistance.

Wordvice ‘s academic English editing services include paper editing services , dissertation editing services , and thesis editing services that are specifically tailored to help researchers polish their papers to get the very most out of their research writing. Visit our  Resources  pages for great articles and videos on academic writing and journal submission.

Wordvice Resources

A guide to paraphrasing in research papers, 100+ strong verbs that will make your research writing amazing , how to compose a journal submission cover letter, how to write the best journal submission cover letter,  related resources,   40 useful words and phrases for top-notch essays, “essential academic writing words and phrases”  (my english teacher.eu), “academic vocabulary, useful phrases for academic writing and research paper writing”  (research gate).

How To Write A Research Paper

Step-By-Step Tutorial With Examples + FREE Template

By: Derek Jansen (MBA) | Expert Reviewer: Dr Eunice Rautenbach | March 2024

For many students, crafting a strong research paper from scratch can feel like a daunting task – and rightly so! In this post, we’ll unpack what a research paper is, what it needs to do , and how to write one – in three easy steps. 🙂 

Overview: Writing A Research Paper

What (exactly) is a research paper.

• How to write a research paper
• Stage 1 : Topic & literature search
• Stage 2 : Structure & outline
• Stage 3 : Iterative writing
• Key takeaways

Let’s start by asking the most important question, “ What is a research paper? ”.

Simply put, a research paper is a scholarly written work where the writer (that’s you!) answers a specific question (this is called a research question ) through evidence-based arguments . Evidence-based is the keyword here. In other words, a research paper is different from an essay or other writing assignments that draw from the writer’s personal opinions or experiences. With a research paper, it’s all about building your arguments based on evidence (we’ll talk more about that evidence a little later).

Now, it’s worth noting that there are many different types of research papers , including analytical papers (the type I just described), argumentative papers, and interpretative papers. Here, we’ll focus on analytical papers , as these are some of the most common – but if you’re keen to learn about other types of research papers, be sure to check out the rest of the blog .

With that basic foundation laid, let’s get down to business and look at how to write a research paper .

Overview: The 3-Stage Process

While there are, of course, many potential approaches you can take to write a research paper, there are typically three stages to the writing process. So, in this tutorial, we’ll present a straightforward three-step process that we use when working with students at Grad Coach.

These three steps are:

• Finding a research topic and reviewing the existing literature
• Developing a provisional structure and outline for your paper, and
• Writing up your initial draft and then refining it iteratively

Let’s dig into each of these.

Need a helping hand?

Step 1: Find a topic and review the literature

As we mentioned earlier, in a research paper, you, as the researcher, will try to answer a question . More specifically, that’s called a research question , and it sets the direction of your entire paper. What’s important to understand though is that you’ll need to answer that research question with the help of high-quality sources – for example, journal articles, government reports, case studies, and so on. We’ll circle back to this in a minute.

The first stage of the research process is deciding on what your research question will be and then reviewing the existing literature (in other words, past studies and papers) to see what they say about that specific research question. In some cases, your professor may provide you with a predetermined research question (or set of questions). However, in many cases, you’ll need to find your own research question within a certain topic area.

Finding a strong research question hinges on identifying a meaningful research gap – in other words, an area that’s lacking in existing research. There’s a lot to unpack here, so if you wanna learn more, check out the plain-language explainer video below.

Once you’ve figured out which question (or questions) you’ll attempt to answer in your research paper, you’ll need to do a deep dive into the existing literature – this is called a “ literature search ”. Again, there are many ways to go about this, but your most likely starting point will be Google Scholar .

If you’re new to Google Scholar, think of it as Google for the academic world. You can start by simply entering a few different keywords that are relevant to your research question and it will then present a host of articles for you to review. What you want to pay close attention to here is the number of citations for each paper – the more citations a paper has, the more credible it is (generally speaking – there are some exceptions, of course).

Ideally, what you’re looking for are well-cited papers that are highly relevant to your topic. That said, keep in mind that citations are a cumulative metric , so older papers will often have more citations than newer papers – just because they’ve been around for longer. So, don’t fixate on this metric in isolation – relevance and recency are also very important.

Beyond Google Scholar, you’ll also definitely want to check out academic databases and aggregators such as Science Direct, PubMed, JStor and so on. These will often overlap with the results that you find in Google Scholar, but they can also reveal some hidden gems – so, be sure to check them out.

Once you’ve worked your way through all the literature, you’ll want to catalogue all this information in some sort of spreadsheet so that you can easily recall who said what, when and within what context. If you’d like, we’ve got a free literature spreadsheet that helps you do exactly that.

Step 2: Develop a structure and outline

With your research question pinned down and your literature digested and catalogued, it’s time to move on to planning your actual research paper .

It might sound obvious, but it’s really important to have some sort of rough outline in place before you start writing your paper. So often, we see students eagerly rushing into the writing phase, only to land up with a disjointed research paper that rambles on in multiple

Now, the secret here is to not get caught up in the fine details . Realistically, all you need at this stage is a bullet-point list that describes (in broad strokes) what you’ll discuss and in what order. It’s also useful to remember that you’re not glued to this outline – in all likelihood, you’ll chop and change some sections once you start writing, and that’s perfectly okay. What’s important is that you have some sort of roadmap in place from the start.

At this stage you might be wondering, “ But how should I structure my research paper? ”. Well, there’s no one-size-fits-all solution here, but in general, a research paper will consist of a few relatively standardised components:

• Introduction
• Literature review
• Methodology

Let’s take a look at each of these.

First up is the introduction section . As the name suggests, the purpose of the introduction is to set the scene for your research paper. There are usually (at least) four ingredients that go into this section – these are the background to the topic, the research problem and resultant research question , and the justification or rationale. If you’re interested, the video below unpacks the introduction section in more detail. 

The next section of your research paper will typically be your literature review . Remember all that literature you worked through earlier? Well, this is where you’ll present your interpretation of all that content . You’ll do this by writing about recent trends, developments, and arguments within the literature – but more specifically, those that are relevant to your research question . The literature review can oftentimes seem a little daunting, even to seasoned researchers, so be sure to check out our extensive collection of literature review content here .

With the introduction and lit review out of the way, the next section of your paper is the research methodology . In a nutshell, the methodology section should describe to your reader what you did (beyond just reviewing the existing literature) to answer your research question. For example, what data did you collect, how did you collect that data, how did you analyse that data and so on? For each choice, you’ll also need to justify why you chose to do it that way, and what the strengths and weaknesses of your approach were.

Now, it’s worth mentioning that for some research papers, this aspect of the project may be a lot simpler . For example, you may only need to draw on secondary sources (in other words, existing data sets). In some cases, you may just be asked to draw your conclusions from the literature search itself (in other words, there may be no data analysis at all). But, if you are required to collect and analyse data, you’ll need to pay a lot of attention to the methodology section. The video below provides an example of what the methodology section might look like.

By this stage of your paper, you will have explained what your research question is, what the existing literature has to say about that question, and how you analysed additional data to try to answer your question. So, the natural next step is to present your analysis of that data . This section is usually called the “results” or “analysis” section and this is where you’ll showcase your findings.

Depending on your school’s requirements, you may need to present and interpret the data in one section – or you might split the presentation and the interpretation into two sections. In the latter case, your “results” section will just describe the data, and the “discussion” is where you’ll interpret that data and explicitly link your analysis back to your research question. If you’re not sure which approach to take, check in with your professor or take a look at past papers to see what the norms are for your programme.

Alright – once you’ve presented and discussed your results, it’s time to wrap it up . This usually takes the form of the “ conclusion ” section. In the conclusion, you’ll need to highlight the key takeaways from your study and close the loop by explicitly answering your research question. Again, the exact requirements here will vary depending on your programme (and you may not even need a conclusion section at all) – so be sure to check with your professor if you’re unsure.

Step 3: Write and refine

Finally, it’s time to get writing. All too often though, students hit a brick wall right about here… So, how do you avoid this happening to you?

Well, there’s a lot to be said when it comes to writing a research paper (or any sort of academic piece), but we’ll share three practical tips to help you get started.

First and foremost , it’s essential to approach your writing as an iterative process. In other words, you need to start with a really messy first draft and then polish it over multiple rounds of editing. Don’t waste your time trying to write a perfect research paper in one go. Instead, take the pressure off yourself by adopting an iterative approach.

Secondly , it’s important to always lean towards critical writing , rather than descriptive writing. What does this mean? Well, at the simplest level, descriptive writing focuses on the “ what ”, while critical writing digs into the “ so what ” – in other words, the implications . If you’re not familiar with these two types of writing, don’t worry! You can find a plain-language explanation here.

Last but not least, you’ll need to get your referencing right. Specifically, you’ll need to provide credible, correctly formatted citations for the statements you make. We see students making referencing mistakes all the time and it costs them dearly. The good news is that you can easily avoid this by using a simple reference manager . If you don’t have one, check out our video about Mendeley, an easy (and free) reference management tool that you can start using today.

Recap: Key Takeaways

We’ve covered a lot of ground here. To recap, the three steps to writing a high-quality research paper are:

• To choose a research question and review the literature
• To plan your paper structure and draft an outline
• To take an iterative approach to writing, focusing on critical writing and strong referencing

Remember, this is just a b ig-picture overview of the research paper development process and there’s a lot more nuance to unpack. So, be sure to grab a copy of our free research paper template to learn more about how to write a research paper.

Can you help me with a full paper template for this Abstract:

Background: Energy and sports drinks have gained popularity among diverse demographic groups, including adolescents, athletes, workers, and college students. While often used interchangeably, these beverages serve distinct purposes, with energy drinks aiming to boost energy and cognitive performance, and sports drinks designed to prevent dehydration and replenish electrolytes and carbohydrates lost during physical exertion.

Objective: To assess the nutritional quality of energy and sports drinks in Egypt.

Material and Methods: A cross-sectional study assessed the nutrient contents, including energy, sugar, electrolytes, vitamins, and caffeine, of sports and energy drinks available in major supermarkets in Cairo, Alexandria, and Giza, Egypt. Data collection involved photographing all relevant product labels and recording nutritional information. Descriptive statistics and appropriate statistical tests were employed to analyze and compare the nutritional values of energy and sports drinks.

Results: The study analyzed 38 sports drinks and 42 energy drinks. Sports drinks were significantly more expensive than energy drinks, with higher net content and elevated magnesium, potassium, and vitamin C. Energy drinks contained higher concentrations of caffeine, sugars, and vitamins B2, B3, and B6.

Conclusion: Significant nutritional differences exist between sports and energy drinks, reflecting their intended uses. However, these beverages’ high sugar content and calorie loads raise health concerns. Proper labeling, public awareness, and responsible marketing are essential to guide safe consumption practices in Egypt.

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• Writing Tips

How to Choose the Best Keywords for Your Research Paper

6-minute read

• 29th July 2023

After writing a research paper, you will want others to find your research online. But how? Through social media? By telling your friends? You could. The only thing is that scholars and researchers typically find research through academic databases and search engines. To get your research noticed, you need to include keywords in your paper. But why do keywords matter? How can you choose the right keywords?

We’ll answer these questions in this post. You’ll learn how to choose the best keywords for a research paper . Additionally, you’ll learn:

• The importance of keywords.
• Strategies for choosing quality keywords.
• Where to include keywords in a paper.

While keywords may seem insignificant, failing to include them is a mistake when writing research papers . Quality keywords accurately represent the content of your research, allowing scholars in your field to find it in an online search quickly.

Why Are Keywords Important?

Keywords make it easy for others to find your research in search engines and academic databases. Finding relevant research papers can be arduous, so readers circumvent this by using specific phrases and terms to find research that aligns with their interests. Therefore, you need to include keywords to match those phrases and terms. Without quality keywords, your research will end up in the academic abyss.

In short, keywords:

●  Produce precise search results.

●  Save researchers time and effort as they search for material.

●  Enhance discoverability (i.e., help others find your research fast).

●  Ensure that your paper is properly categorized in databases.

As a rule, you should choose five keywords maximum for research papers.

Strategies for Choosing Robust Keywords

1. avoid long phrases and ambiguity.

For keywords in research papers, most journals request phrases that are one to four words in length, meaning no complete sentences. Try using nouns whenever possible, and avoid using conjunctions such as and . It’s also worth mentioning that you should avoid using terms that are in your paper’s title.

Use distinct keywords that are directly related to your research. Generic terms don’t reflect specific terms that potential readers use during their search.

2. Consider Your Audience

Who is your targeted audience? Educators? Engineers? Consider potential terms or phrases your audience would use to search for your research, then modify chosen keywords to match your audience’s terminology. Understanding your audience is vital for creating quality keywords.

3. Identify Core Concepts

What are the core concepts, topics, and themes of your research? These are the main ideas that the paper addresses, which can be found in the abstract section. Make a list of these items.

Let’s say your paper is about cyberbullying in high schools. Examples of core concepts/terms related to the research include:

●  Digital harassment

●  Exclusion

●  Trolling

●  Anonymity (the state of being nameless)

●  Impact on student mental health

●  Prevention and education

Core concepts, topics, and themes can be a few words or phrases. Once you’ve identified them, consider how to turn them into specific keywords.

4. Consult Similar Research

Consulting research papers on your topic is a great way to find keywords. As you research them, examine the keywords they use to describe their content. This can provide insight into commonly accepted terms and terminology within your field. We suggest researching at least three related papers.

5. Use Synonyms and Variations

Readers interested in your field will use different terminology in their online search. Therefore, you need to use synonyms and variations of your chosen keywords. Synonyms are words that have the same meaning as another word.

To illustrate this, let’s take the previous example of the paper about cyberbullying in high schools. You could use the following keywords for this research:

●  Cyberbullying awareness

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●  Online safety

●  Cyberbullying education

●  Student online behavior

What synonyms could you use for these keywords? Let’s try this:

●  Cyberbullying perception

●  Virtual security

●  Online harassment education

●  Student online conduct

You can play around with synonyms until you find ones that resonate with you. Using an online thesaurus, such as Word Hippo , can make finding synonyms a breeze.

6. Include Acronyms and Abbreviations

Does your paper contain commonly used acronyms and abbreviations , such as DNA and AI? If so, consider including them as keywords, as readers often use acronyms and abbreviations to find relevant research. This will significantly increase the chances of readers finding your work.

However, we don’t recommend using acronyms or abbreviations that are only known within your field. A general audience will likely be unfamiliar with them. We suggest spelling them out in full if you think they would be strong keywords. You should also spell the definition as a keyword if the abbreviation or acronym appears in the paper’s title.

7. Test Your Keywords for Optimal Results

Once you’ve compiled your best keywords, test them in search engines and academic databases to see if they produce the right results. Think of it as testing a tent in your backyard before going out into the woods for an overnight camping trip. If there are problems with the tent during the backyard test, you can at least retreat into your house. Likewise, if the chosen keywords don’t generate positive results in a test, you can refine them before submitting the paper.

Where Are Keywords Included in a Paper?

Some sources insist that you include keywords in the title, while others say subheadings are better. Most academic journals require paying a subscription to access full articles. However, one can easily access a paper’s abstract in academic search engines like Google Scholar.

Therefore, we recommend including keywords in the abstract section. Additionally, it provides an overall summary of your paper, making it the ideal spot for keywords.

Let’s summarize what we’ve learned:

●  Keywords help readers find your research in search engines.

●  Aim for five keywords.

●  Keywords should be one to four words in length.

●  Identify a potential audience before selecting keywords.

●  Consult similar research for samples of appropriate keywords.

●  Use word variations (synonyms).

●  Include abbreviations and acronyms.

●  Test keywords before submitting the paper.

Finally, for our visual readers, we recommend this video on choosing the best keywords for a paper.

As with any writing, we strongly recommend proofreading your research paper before submission. It needs to be checked for common errors such as typos and extra spacing. We understand the challenges of proofreading, which is why we recommend asking us to proofread and review your writing . We can check that the paper is clear and concise. Additionally, we will ensure perfect grammar, spelling, and punctuation. Consider submitting a 500-word document for free!

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How to Write a Research Paper

• Formulate Questions/Thesis
• Identify Keywords
• Find Background Info
• Search Strategies
• Dissertations
• Proceedings
• Statistics This link opens in a new window
• Primary | Secondary
• Scholarly | General This link opens in a new window
• Creative Commons
• Cite This link opens in a new window
• Quote, Paraphrase, Summarize

Generate Keywords

• Keyword Generator University of Texas. Tutorial that walks you through generating keywords.

Image source: Powernowllc. CC0 1.0.  Wikimedia Commons.

What Are Keywords?

Keywords are important words/concepts found in your research question or thesis. 

A quick and dirty way to pull keywords from a research question/thesis is to choose the most important nouns ; all other words are irrelevant.

Using keywords to search will always retrieve more results than phrases or sentences.

Image source:  Producer.  CC BY-SA 3.0. Wikimedia Commons

Find Keywords

• within your research question or thesis
• in encyclopedias used in background research
• in bibliographies found at the end of books and  articles
• in a thesaurus (or in Word's thesaurus under the Review tab)
• by asking a librarian

Image source:  Evan-Amos .  Public Domain.  Wikimedia Commons.

Chart Keywords

• Keyword Chart

Keywords have a profound impact on search results. Using the right words will speed up the research process, while the wrong ones can bring to it to a painfully screeching halt.

If the keywords you initially choose do not give good results, try others on your list, try search strategies , or ask a librarian for help.

Use the chart above to document keywords related to your topic.  Keep it by your side when you start your research.

• << Previous: Formulate Questions/Thesis
• Next: Find Background Info >>
• Last Updated: Jul 1, 2024 10:27 AM
• URL: https://libguides.lvc.edu/researchpaper

Oxford University Press's Academic Insights for the Thinking World

Effective ways to communicate research in a journal article

Oxford Academic: Journals

We publish over 500 high-quality journals, with two-thirds in partnership with learned societies and prestigious institutions. Our diverse journal offerings ensure that your research finds a home alongside award-winning content, reaching a global audience and maximizing impact.

• By Megan Taphouse , Anne Foster , Eduardo Franco , Howard Browman , and Michael Schnoor
• August 12 th 2024

In this blog post, editors of OUP journals delve into the vital aspect of clear communication in a journal article. Anne Foster (Editor of Diplomatic History ), Eduardo Franco (Editor-in-Chief of JNCI: Journal of the National Cancer Institute and JNCI Monographs ), Howard Browman (Editor-in-Chief of ICES Journal of Marine Science ), and Michael Schnoor (Editor-in-Chief of Journal of Leukocyte Biology ) provide editorial recommendations on achieving clarity, avoiding common mistakes, and creating an effective structure.

Ensuring clear communication of research findings

AF : To ensure research findings are clearly communicated, you should be able to state the significance of those findings in one sentence—if you don’t have that simple, clear claim in your mind, you will not be able to communicate it.

MS : The most important thing is clear and concise language. It is also critical to have a logical flow of your story with clear transitions from one research question to the next.

EF : It is crucial to write with both experts and interested non-specialists in mind, valuing their diverse perspectives and insights.

Common mistakes that obscure authors’ arguments and data

AF : Many authors do a lovely job of contextualizing their work, acknowledging what other scholars have written about the topic, but then do not sufficiently distinguish what their work is adding to the conversation.

HB : Be succinct—eliminate repetition and superfluous material. Do not attempt to write a mini review. Do not overinterpret your results or extrapolate far beyond the limits of the study. Do not report the same data in the text, tables, and figures.

The importance of the introduction

AF : The introduction is absolutely critical. It needs to bring them straight into your argument and contribution, as quickly as possible.

EF : The introduction is where you make a promise to the reader. It is like you saying, “I identified this problem and will solve it.” What comes next in the paper is how you kept that promise.

Structural pitfalls

EF : Remember, editors are your first audience; make sure your writing is clear and compelling because if the editor cannot understand your writing, chances are that s/he will reject your paper without sending it out for external peer review.

HB : Authors often misplace content across sections, placing material in the introduction that belongs in methods, results, or discussion, and interpretive phrases in results instead of discussion. Additionally, they redundantly present information in multiple sections.

Creating an effective structure

AF : I have one tip which is more of a thinking and planning strategy. I write myself letters about what I think the argument is, what kinds of support it needs, how I will use the specific material I have to provide that support, how it fits together, etc.

EF : Effective writing comes from effective reading—try to appreciate good writing in the work of others as you read their papers. Do you like their writing? Do you like their strategy of advancing arguments? Are you suspicious of their methods, findings, or how they interpret them? Do you see yourself resisting? Examine your reactions. You should also write frequently. Effective writing is like a physical sport; you develop ‘muscle memory’ by hitting a golf ball or scoring a 3-pointer in basketball.

The importance of visualizing data and findings

MS : It is extremely important to present your data in clean and well-organized figures—they act as your business card. Also, understand and consider the page layout and page or column dimensions of your target journal and format your tables and figures accordingly.

EF : Be careful when cropping gels to assemble them in a figure. Make sure that image contrasts are preserved from the original blots. Image cleaning for the sake of readability can alter the meaning of results and eventually be flagged by readers as suspicious.

The power of editing

AF : Most of the time, our first draft is for ourselves. We write what we have been thinking about most, which means the article reflects our questions, our knowledge, and our interests. A round or two of editing and refining before submission to the journal is valuable.

HB : Editing does yourself a favour by minimizing distractions-annoyances-cosmetic points that a reviewer can criticize. Why give reviewers things to criticize when you can eliminate them by submitting a carefully prepared manuscript?

Editing mistakes to avoid

AF : Do not submit an article which is already at or above the word limit for articles in the journal. The review process rarely asks for cuts; usually, you will be asked to clarify or add material. If you are at the maximum word count in the initial submission, you then must cut something during the revision process.

EF : Wait 2-3 days and then reread your draft. You will be surprised to see how many passages in your great paper are too complicated and inscrutable even for you. And you wrote it!

Featured image by Charlotte May via Pexels .

Megan Taphouse , Marketing Executive

Anne Foster , (Editor of Diplomatic History)

Eduardo Franco , (Editor-in-Chief of JNCI: Journal of the National Cancer institute and JNCI Monographs)

Howard Browman , (Editor-in-Chief of ICES Journal of Marine Science)

Michael Schnoor , (Editor-in-Chief of Journal of Leukocyte Biology)

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How to Write a Research Proposal: (with Examples & Templates)

Table of Contents

Before conducting a study, a research proposal should be created that outlines researchers’ plans and methodology and is submitted to the concerned evaluating organization or person. Creating a research proposal is an important step to ensure that researchers are on track and are moving forward as intended. A research proposal can be defined as a detailed plan or blueprint for the proposed research that you intend to undertake. It provides readers with a snapshot of your project by describing what you will investigate, why it is needed, and how you will conduct the research.  

Your research proposal should aim to explain to the readers why your research is relevant and original, that you understand the context and current scenario in the field, have the appropriate resources to conduct the research, and that the research is feasible given the usual constraints.  

This article will describe in detail the purpose and typical structure of a research proposal , along with examples and templates to help you ace this step in your research journey.  

What is a Research Proposal ?  

A research proposal¹ ,²  can be defined as a formal report that describes your proposed research, its objectives, methodology, implications, and other important details. Research proposals are the framework of your research and are used to obtain approvals or grants to conduct the study from various committees or organizations. Consequently, research proposals should convince readers of your study’s credibility, accuracy, achievability, practicality, and reproducibility.   

With research proposals , researchers usually aim to persuade the readers, funding agencies, educational institutions, and supervisors to approve the proposal. To achieve this, the report should be well structured with the objectives written in clear, understandable language devoid of jargon. A well-organized research proposal conveys to the readers or evaluators that the writer has thought out the research plan meticulously and has the resources to ensure timely completion.  

Purpose of Research Proposals  

A research proposal is a sales pitch and therefore should be detailed enough to convince your readers, who could be supervisors, ethics committees, universities, etc., that what you’re proposing has merit and is feasible . Research proposals can help students discuss their dissertation with their faculty or fulfill course requirements and also help researchers obtain funding. A well-structured proposal instills confidence among readers about your ability to conduct and complete the study as proposed.  

Research proposals can be written for several reasons:³  

• To describe the importance of research in the specific topic  
• Address any potential challenges you may encounter  
• Showcase knowledge in the field and your ability to conduct a study  
• Apply for a role at a research institute  
• Convince a research supervisor or university that your research can satisfy the requirements of a degree program  
• Highlight the importance of your research to organizations that may sponsor your project  
• Identify implications of your project and how it can benefit the audience  

What Goes in a Research Proposal?    

Research proposals should aim to answer the three basic questions—what, why, and how.  

The What question should be answered by describing the specific subject being researched. It should typically include the objectives, the cohort details, and the location or setting.  

The Why question should be answered by describing the existing scenario of the subject, listing unanswered questions, identifying gaps in the existing research, and describing how your study can address these gaps, along with the implications and significance.  

The How question should be answered by describing the proposed research methodology, data analysis tools expected to be used, and other details to describe your proposed methodology.   

Research Proposal Example  

Here is a research proposal sample template (with examples) from the University of Rochester Medical Center. 4 The sections in all research proposals are essentially the same although different terminology and other specific sections may be used depending on the subject.  

Structure of a Research Proposal  

If you want to know how to make a research proposal impactful, include the following components:¹  

1. Introduction  

This section provides a background of the study, including the research topic, what is already known about it and the gaps, and the significance of the proposed research.  

2. Literature review  

This section contains descriptions of all the previous relevant studies pertaining to the research topic. Every study cited should be described in a few sentences, starting with the general studies to the more specific ones. This section builds on the understanding gained by readers in the Introduction section and supports it by citing relevant prior literature, indicating to readers that you have thoroughly researched your subject.  

3. Objectives  

Once the background and gaps in the research topic have been established, authors must now state the aims of the research clearly. Hypotheses should be mentioned here. This section further helps readers understand what your study’s specific goals are.  

4. Research design and methodology  

Here, authors should clearly describe the methods they intend to use to achieve their proposed objectives. Important components of this section include the population and sample size, data collection and analysis methods and duration, statistical analysis software, measures to avoid bias (randomization, blinding), etc.  

5. Ethical considerations  

This refers to the protection of participants’ rights, such as the right to privacy, right to confidentiality, etc. Researchers need to obtain informed consent and institutional review approval by the required authorities and mention this clearly for transparency.  

6. Budget/funding  

Researchers should prepare their budget and include all expected expenditures. An additional allowance for contingencies such as delays should also be factored in.  

7. Appendices  

This section typically includes information that supports the research proposal and may include informed consent forms, questionnaires, participant information, measurement tools, etc.  

8. Citations  

Important Tips for Writing a Research Proposal  

Writing a research proposal begins much before the actual task of writing. Planning the research proposal structure and content is an important stage, which if done efficiently, can help you seamlessly transition into the writing stage. 3,5  

The Planning Stage  

• Manage your time efficiently. Plan to have the draft version ready at least two weeks before your deadline and the final version at least two to three days before the deadline.
• What is the primary objective of your research?  
• Will your research address any existing gap?  
• What is the impact of your proposed research?  
• Do people outside your field find your research applicable in other areas?  
• If your research is unsuccessful, would there still be other useful research outcomes?  

  The Writing Stage  

• Create an outline with main section headings that are typically used.  
• Focus only on writing and getting your points across without worrying about the format of the research proposal , grammar, punctuation, etc. These can be fixed during the subsequent passes. Add details to each section heading you created in the beginning.   
• Ensure your sentences are concise and use plain language. A research proposal usually contains about 2,000 to 4,000 words or four to seven pages.  
• Don’t use too many technical terms and abbreviations assuming that the readers would know them. Define the abbreviations and technical terms.  
• Ensure that the entire content is readable. Avoid using long paragraphs because they affect the continuity in reading. Break them into shorter paragraphs and introduce some white space for readability.  
• Focus on only the major research issues and cite sources accordingly. Don’t include generic information or their sources in the literature review.  
• Proofread your final document to ensure there are no grammatical errors so readers can enjoy a seamless, uninterrupted read.  
• Use academic, scholarly language because it brings formality into a document.  
• Ensure that your title is created using the keywords in the document and is neither too long and specific nor too short and general.  
• Cite all sources appropriately to avoid plagiarism.  
• Make sure that you follow guidelines, if provided. This includes rules as simple as using a specific font or a hyphen or en dash between numerical ranges.  
• Ensure that you’ve answered all questions requested by the evaluating authority.  

Key Takeaways   

Here’s a summary of the main points about research proposals discussed in the previous sections:  

• A research proposal is a document that outlines the details of a proposed study and is created by researchers to submit to evaluators who could be research institutions, universities, faculty, etc.  
• Research proposals are usually about 2,000-4,000 words long, but this depends on the evaluating authority’s guidelines.  
• A good research proposal ensures that you’ve done your background research and assessed the feasibility of the research.  
• Research proposals have the following main sections—introduction, literature review, objectives, methodology, ethical considerations, and budget.  

Frequently Asked Questions  

Q1. How is a research proposal evaluated?  

A1. In general, most evaluators, including universities, broadly use the following criteria to evaluate research proposals . 6  

• Significance —Does the research address any important subject or issue, which may or may not be specific to the evaluator or university?  
• Content and design —Is the proposed methodology appropriate to answer the research question? Are the objectives clear and well aligned with the proposed methodology?  
• Sample size and selection —Is the target population or cohort size clearly mentioned? Is the sampling process used to select participants randomized, appropriate, and free of bias?  
• Timing —Are the proposed data collection dates mentioned clearly? Is the project feasible given the specified resources and timeline?  
• Data management and dissemination —Who will have access to the data? What is the plan for data analysis?  

Q2. What is the difference between the Introduction and Literature Review sections in a research proposal ?  

A2. The Introduction or Background section in a research proposal sets the context of the study by describing the current scenario of the subject and identifying the gaps and need for the research. A Literature Review, on the other hand, provides references to all prior relevant literature to help corroborate the gaps identified and the research need.  

Q3. How long should a research proposal be?  

A3. Research proposal lengths vary with the evaluating authority like universities or committees and also the subject. Here’s a table that lists the typical research proposal lengths for a few universities.  

Q4. What are the common mistakes to avoid in a research proposal ?  

A4. Here are a few common mistakes that you must avoid while writing a research proposal . 7  

• No clear objectives: Objectives should be clear, specific, and measurable for the easy understanding among readers.  
• Incomplete or unconvincing background research: Background research usually includes a review of the current scenario of the particular industry and also a review of the previous literature on the subject. This helps readers understand your reasons for undertaking this research because you identified gaps in the existing research.  
• Overlooking project feasibility: The project scope and estimates should be realistic considering the resources and time available.   
• Neglecting the impact and significance of the study: In a research proposal , readers and evaluators look for the implications or significance of your research and how it contributes to the existing research. This information should always be included.  
• Unstructured format of a research proposal : A well-structured document gives confidence to evaluators that you have read the guidelines carefully and are well organized in your approach, consequently affirming that you will be able to undertake the research as mentioned in your proposal.  
• Ineffective writing style: The language used should be formal and grammatically correct. If required, editors could be consulted, including AI-based tools such as Paperpal , to refine the research proposal structure and language.  

Thus, a research proposal is an essential document that can help you promote your research and secure funds and grants for conducting your research. Consequently, it should be well written in clear language and include all essential details to convince the evaluators of your ability to conduct the research as proposed.  

This article has described all the important components of a research proposal and has also provided tips to improve your writing style. We hope all these tips will help you write a well-structured research proposal to ensure receipt of grants or any other purpose.  

References  

• Sudheesh K, Duggappa DR, Nethra SS. How to write a research proposal? Indian J Anaesth. 2016;60(9):631-634. Accessed July 15, 2024. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5037942/  
• Writing research proposals. Harvard College Office of Undergraduate Research and Fellowships. Harvard University. Accessed July 14, 2024. https://uraf.harvard.edu/apply-opportunities/app-components/essays/research-proposals  
• What is a research proposal? Plus how to write one. Indeed website. Accessed July 17, 2024. https://www.indeed.com/career-advice/career-development/research-proposal  
• Research proposal template. University of Rochester Medical Center. Accessed July 16, 2024. https://www.urmc.rochester.edu/MediaLibraries/URMCMedia/pediatrics/research/documents/Research-proposal-Template.pdf  
• Tips for successful proposal writing. Johns Hopkins University. Accessed July 17, 2024. https://research.jhu.edu/wp-content/uploads/2018/09/Tips-for-Successful-Proposal-Writing.pdf  
• Formal review of research proposals. Cornell University. Accessed July 18, 2024. https://irp.dpb.cornell.edu/surveys/survey-assessment-review-group/research-proposals  
• 7 Mistakes you must avoid in your research proposal. Aveksana (via LinkedIn). Accessed July 17, 2024. https://www.linkedin.com/pulse/7-mistakes-you-must-avoid-your-research-proposal-aveksana-cmtwf/  

Paperpal is a comprehensive AI writing toolkit that helps students and researchers achieve 2x the writing in half the time. It leverages 21+ years of STM experience and insights from millions of research articles to provide in-depth academic writing, language editing, and submission readiness support to help you write better, faster.  

Get accurate academic translations, rewriting support, grammar checks, vocabulary suggestions, and generative AI assistance that delivers human precision at machine speed. Try for free or upgrade to Paperpal Prime starting at US$19 a month to access premium features, including consistency, plagiarism, and 30+ submission readiness checks to help you succeed.  

Experience the future of academic writing – Sign up to Paperpal and start writing for free!  

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Impressive Academic Phrases for Writing Manuscripts

If you are a graduate student or a researcher, you definitely know the challenges involved in composing academic documents. Right from the abstract to the conclusion, every section must follow a logical structure. Using appropriate language, tense, voice, and perspective to present your ideas is very important. As a good practice, researchers prior to writing a manuscript extensively read previously published literature. However, scanning for the right phrases and then using them as templates to fill in data obtained from their work can be extremely time-consuming! In the following article we present to you a “quick reference guide for impressive academic phrases”. Collated from hundreds of published manuscripts, these frequently used academic phrases are tailored to what every section of your article should achieve.

Benefits of Using Tailor-made Academic Phrases

• Using these phrases will simplify your writing process. You can invest your time and efforts for something more productive.
• These phrases will help you write in a clear and concise manner.
• Ready-made phrases can expedite your process of organizing your data in a logical manner.
• There are far less chances of plagiarism as these are generic phrases that find acceptance across all disciplines.
• Editors and peer reviewers may find it easier to run through your data when expressed using standard or conventional phrases. This may assist in speeding up the review process and increasing your chances of a faster publication.
• Think about your target audience – busy researchers and academicians! They will surely enjoy reading a manuscript that is crisp and engaging.
• Structure of a manuscript is paramount! These phrases may also help you create a logical framework for your data.

Abstract is that element of a manuscript that convinces your reader why your article is worth reading. It is like a miniature article that clearly states the objectives and briefly explains all your key findings.

XYZ is the primary/main/leading/major cause of… XYZ is /are attracting considerable interest/gaining widespread attention due to… An intriguing/important/challenging aspect of XYZ is… As far as we know/to our knowledge this is the first study/no previous research has investigated… Very few studies have investigated/have shown/examined/focused on… One approach /alternative approach to solve these problems… The aim /overall objective/ultimate goal of… This paper reports/outlines/proposes/describes/presents a novel approach.. This manuscript examines/focusses on/addresses/investigates/sheds light on how to.. The aim of this study/work/research was to broaden/widen/extend/further the current knowledge about… Here, we describe/present a simple/novel/radical/effective/interesting solution for

Introduction and literature review

This section focuses on – what did you investigate and why it is important? Consequently, you have to provide some background information and thereafter introduce the aims or arguments of the paper.

An ever-increasing body of literatures shows that.. Very recently, XYZ have provided new evidences for… Several studies have hypothesized /proposed/put forward.. In recent years, there has been growing/considerable interest in… The last few years has witnessed/ seen a huge growth in XYZ. This study constitutes a relatively new area of research which has emerged from… In order to elucidate/reveal/understand the XYZ mechanism… For several years, researchers have been focusing on XYZ in an attempt to understand… To address these three gaps in research outlined above, we formulated the following research question… Overall, this review paper puts an emphasis on… Preliminary/ initial studies on XYZ primarily focused on… An increase/decrease in factor X was first reported/noted/identified by… Several studies, for instance [1], [4], and [9]  have suggested/highlighted/revealed/proposed/demonstrated…. XYZ et al. calculated/analyzed/estimated… ABC traced the developments/advancements /evolution of XYZ… PQR  maintains/suggests/underlines/argues/suggests that… Few authors have also suggested that… Although there are several studies consistent with XYZ , no study has till date examined… Previous studies reported by [A], [B] and [C] cannot be considered conclusive as…. Studies by XYZ have led to a more profound understanding of… Only a few studies in literature demonstrate… To fill this gap in literature, this manuscript/paper identifies… To develop/establish a novel/effective alternative… Our findings might be useful/vital/crucial for developing a simple/effective/cost-effective…method for.. Despite several reviews in the literature that address the importance of XYZ none of the recently published articles have comprehensively discussed the important roles of… While XYZ is well documented in literature ([1],[5],[8],[16]), to date, no research has… However, we argue that the reported literature suffers from certain limitations…

Materials and Methods

This sections provides details about the study site, organisms studies, experimental design, and computational or statistical methods used to analyze the data.

In our preliminary experiments, we determined that… This phenomenon was experimentally investigated by… The principle focus of this experiment was to calculate… The XYZ strain used in this study was kindly supplied by… Statistical analyses were performed by using … test with a significance level of … Data analysis (regression analysis/correlation studies) and graphical representations were performed using…

Results and Discussion

This section discusses all the outcomes relevant to the research question. One needs to highlight the significance of the results and indicate whether your findings support or reject the hypothesis.

When analyzing the data, we applied XYZ technique and… The current study confirmed the findings/found clear support for the… Our results demonstrated/found evidence that… From the results it is evident/clear that… Moreover, the results of the empirical studies showed that… Additionally, researchers have found a positive/negative relationship/correlation between… These findings/results are consistent/in line/in accordance with… in addition we assessed…, the findings revealed significant differences in… On the contrary, very few studies have reported… Equally important is the fact that there is strong correlation between… The limitations of the present study include… Although widely accepted, this method suffers from certain limitations .. It is interesting to note that… Further investigation/studies are required to precisely/accurately understand/elucidate… In addition to these findings, the results of our previous studies demonstrate…

Conclusions

The conclusions section highlights all the important trends and comparisons identified in the study. It also states the limitations as well as future recommendations to carry out subsequent research.

XYZ has shown promising results and thus could be a powerful technique/tool/method for… These findings could provide new insights into… The significant benefits/key contributions/main achievements of this study can be summarized as.. We believe that XYZ merits further research to discover/explore… and potential for… Also this remains a subject for future studies/experiments. Although further investigations are needed, the present study contributes to a better understanding/characterization of… In this review/article we addressed the current progress and challenges in… Nevertheless, there are still critical challenges regarding.. Furthermore, XYZ is a domain where much remains to be studied… As a final remark, it is also vital to mention…

We hope these academic phrases will assist you in the logical development of your manuscript and making it impactful. Let us know your feedback in the comments section below!

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75 linking words for academic writing (+examples)

Linking words play an important role in academic writing: They connect different paragraphs, sections or ideas in a text. Therefore, they considerably improve the readability and argumentation of academic texts such as a thesis, dissertation, essay or journal publication. This list of 75 linking words includes examples of how they can be used in academic writing.

Linking words expressing order and sequence in academic writing

Example: First, I review the existing literature on cross-border collaboration. Second, I explain the methodology …

Example: The event increased public awareness of this issue. Afterwards, politicians debated it more openly.

Example: Before scientists discovered the role of neurons in information processing, they assumed that…

Linking words expressing additions in academic writing

Example: Additionally, the interviewee lamented a lack of attention to his work.

Example: The financial compensation was also appreciated by the study participants.

You may also like: How to paraphrase a quote: 4 simple strategies

Linking words expressing cause and effect in academic writing

Example: As the number of studies increases, better conclusions can be drawn.

Example: The literature highlights the importance of age and physical fitness. Consequently, these factors will be investigated further.

Linking words expressing contrasts and comparisons in academic writing

Example: Many scholars have explored this issue. Yet, to date, no inclusive framework exists to explain…

Example: People often stated that they are aware of the rules whereas they behaved as if they did not.

31. Equally

Example: E qually important, however, is the role of personal beliefs in decision-making processes.

33. On the other hand

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Linking words expressing emphasis in academic writing

36. Especially

37. Above all

Example: Indeed, motivation turned out to be a defining factor of academic success.

38. Clearly

Example: Clearly, these scholars were not aware of recent advances in medical sciences.

39. Definitely

Example: This was definitely the most important event of the year.

40. Importantly

Example: More importantly, the findings underscore the importance of conflict resolution.

41. Undoubtedly

Example: Undoubtedly, all stakeholders had good intentions.

42. Obviously

Linking words expressing illustrations in academic writing

Example: Many interviewees were nervous. For example, when asked to describe the event, some of them started to stutter.

Linking words expressing summaries and conclusions in academic writing

Example: In conclusion, the reviewed literature highlights a clear research gap.

Example: In short, scholars call for more research on climate change mitigation.

Linking words expressing conditionality in academic writing

Example: As long as the conditions do not change, the results should remain stable.

Example: Even if more experiments are conducted, human behaviour remains hard to predict.

Linking words expressing generalisations in academic writing

Linking words expressing concessions in academic writing.

Example: Regardless of their genetic makeup, mice showcased the same symptoms.

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Academic Phrases for Writing Results & Discussion Sections of a Research Paper

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

The results and discussion sections are one of the challenging sections to write. It is important to plan this section carefully as it may contain a large amount of scientific data that needs to be presented in a clear and concise fashion. The purpose of a Results section is to present the key results of your research. Results and discussions can either be combined into one section or organized as separate sections depending on the requirements of the journal to which you are submitting your research paper. Use subsections and subheadings to improve readability and clarity. Number all tables and figures with descriptive titles. Present your results as figures and tables and point the reader to relevant items while discussing the results. This section should highlight significant or interesting findings along with P values for statistical tests. Be sure to include negative results and highlight potential limitations of the paper. You will be criticised by the reviewers if you don’t discuss the shortcomings of your research. This often makes up for a great discussion section, so do not be afraid to highlight them.

The results and discussion section of your research paper should include the following:

• Comparison with prior studies
• Limitations of your work
• Casual arguments
• Speculations
• Deductive arguments

1. Findings

From the short review above, key findings emerge: __ We describe the results of __, which show __ This suggests that __ We showed that __ Our findings on __ at least hint that __ This is an important finding in the understanding of the __ The present study confirmed the findings about __ Another promising finding was that __ Our results demonstrated that __ This result highlights that little is known about the __ A further novel finding is that __ Together, the present findings confirm __ The implications of these findings are discussed in __ The results demonstrate two things.  First, __. Second,  __ The results of the experiment found clear support for the __ This analysis found evidence for __ Planned comparisons revealed that __ Our results casts a new light on __ This section summarises the findings and contributions made. It performs well, giving good results. This gives clearly better results than __ The results confirm that this a good choice for __ From the results, it is clear that __ In this section, we will illustrate some experimental results. This delivers significantly better results due to __ The result now provides evidence to __ It leads to good results, even if the improvement is negligible. This yields increasingly good results on data. The result of this analysis is then compared with the  __ The applicability of these new results are then tested on __ This is important to correctly interpret the results. The results are substantially better than __ The results lead to similar conclusion where __ Superior results are seen for __ From these results it is clear that __ Extensive results carried out show that this method improves __ We obtain good results with this simple method. However, even better results are achieved when using our algorithm. It is worth discussing these interesting facts revealed by the results of  __ Overall, our method was the one that obtained the most robust results. Slightly superior results are achieved with our algorithm. The result is equal to or better than a result that is currently accepted.

2. Comparison with prior studies

The results demonstrated in this chapter match state of the art methods. Here we compare the results of the proposed method with those of the traditional methods. These results go beyond previous reports, showing that __ In line with previous studies __ This result ties well with previous studies wherein __ Contrary to the findings of __ we did not find __ They have demonstrated that __ Others have shown that __ improves __ By comparing the results from __, we hope to determine __ However, in line with the ideas of __, it can be concluded that __ When comparing our results to those of older studies, it must be pointed out that __ We have verified that using __ produces similar results Overall these findings are in accordance with findings reported by __ Even though we did not replicate the previously reported __, our results suggest that __ A similar conclusion was reached by __ However, when comparing our results to those of older studies, it must be pointed out __ This is consistent with what has been found in previous __ A similar pattern of results was obtained in __ The findings are directly in line with previous findings These basic findings are consistent with research showing that __ Other results were broadly in line with __

3. Limitations of your work

Because of the lack of __ we decided to not investigate __ One concern about the findings of __ was that __ Because of this potential limitation, we treat __ The limitations of the present studies naturally include __ Regarding the limitations of __, it could be argued that __ Another limitation of this __ This limitation is apparent in many __ Another limitation in __ involves the issue of __ The main limitation is the lack of __ One limitation is found in this case. One limitation of these methods however is that they __ It presents some limitations such as __ Although widely accepted, it suffers from some limitations due to __ An apparent limitation of the method is __ There are several limitations to this approach. One limitation of our implementation is that it is __ A major source of limitation is due to  __ The approach utilised suffers from the limitation that __ The limitations are becoming clear __ It suffers from the same limitations associated with a __

4. Casual arguments

A popular explanation of __ is that __ It is by now generally accepted that __ A popular explanation is that __ As it is not generally agreed that __ These are very small and difficult to observe. It is important to highlight the fact that __ It is notable that __ An important question associated with __ is __ This did not impair the __ This is important because there is __ This implies that __ is associated with __ This is indicative for lack of __ This will not be biased by __ There were also some important differences in __ It is interesting to note that, __ It is unlikely that __ This may alter or improve aspects of __ In contrast, this makes it possible to __ This is particularly important when investigating __ This has been used to successfully account for __ This introduces a possible confound in __ This was included to verify that __

5. Speculations

However, we acknowledge that there are considerable discussions among researchers as to __ We speculate that this might be due to __ There are reasons to doubt this explanation of __ It remains unclear to which degree __ are attributed to __ However, __ does seem to improve __ This does seem to depend on __ It is important to note, that the present evidence relies on __ The results show that __ does not seem to impact the __ However, the extent to which it is possible to __ is unknown Alternatively, it could simply mean that __ It is difficult to explain such results within the context of __ It is unclear whether this is a suitable for __ This appears to be a case of __ From this standpoint, __ can be considered as __ To date, __remain unknown Under certain assumptions, this can be construed as __ Because of this potential limitation, we treat __ In addition, several questions remain unanswered. At this stage of understanding, we believe__ Therefore, it remains unclear whether __ This may explain why __

6. Deductive arguments

A difference between these __ can only be attributable to __ Nonetheless, we believe that it is well justified to __ This may raise concerns about __ which can be addressed by __ As discussed, this is due to the fact that __ Results demonstrate that this is not necessarily true. These findings support the notion that __ is not influenced by __ This may be the reason why we did not find __ In order to test whether this is equivalent across __, we __ Therefore, __ can be considered to be equivalent for __

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32 Comments

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• USC Libraries
• Research Guides

Organizing Your Social Sciences Research Paper

Glossary of research terms.

• Purpose of Guide
• Design Flaws to Avoid
• Independent and Dependent Variables
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Applying Critical Thinking
• Choosing a Title
• Making an Outline
• Paragraph Development
• Research Process Video Series
• Executive Summary
• The C.A.R.S. Model
• Background Information
• The Research Problem/Question
• Theoretical Framework
• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tiertiary Sources
• Scholarly vs. Popular Publications
• Qualitative Methods
• Quantitative Methods
• Insiderness
• Using Non-Textual Elements
• Limitations of the Study
• Common Grammar Mistakes
• Writing Concisely
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Generative AI and Writing
• USC Libraries Tutorials and Other Guides
• Bibliography

This glossary is intended to assist you in understanding commonly used terms and concepts when reading, interpreting, and evaluating scholarly research. Also included are common words and phrases defined within the context of how they apply to research in the social and behavioral sciences.

• Acculturation -- refers to the process of adapting to another culture, particularly in reference to blending in with the majority population [e.g., an immigrant adopting American customs]. However, acculturation also implies that both cultures add something to one another, but still remain distinct groups unto themselves.
• Accuracy -- a term used in survey research to refer to the match between the target population and the sample.
• Affective Measures -- procedures or devices used to obtain quantified descriptions of an individual's feelings, emotional states, or dispositions.
• Aggregate -- a total created from smaller units. For instance, the population of a county is an aggregate of the populations of the cities, rural areas, etc. that comprise the county. As a verb, it refers to total data from smaller units into a large unit.
• Anonymity -- a research condition in which no one, including the researcher, knows the identities of research participants.
• Baseline -- a control measurement carried out before an experimental treatment.
• Behaviorism -- school of psychological thought concerned with the observable, tangible, objective facts of behavior, rather than with subjective phenomena such as thoughts, emotions, or impulses. Contemporary behaviorism also emphasizes the study of mental states such as feelings and fantasies to the extent that they can be directly observed and measured.
• Beliefs -- ideas, doctrines, tenets, etc. that are accepted as true on grounds which are not immediately susceptible to rigorous proof.
• Benchmarking -- systematically measuring and comparing the operations and outcomes of organizations, systems, processes, etc., against agreed upon "best-in-class" frames of reference.
• Bias -- a loss of balance and accuracy in the use of research methods. It can appear in research via the sampling frame, random sampling, or non-response. It can also occur at other stages in research, such as while interviewing, in the design of questions, or in the way data are analyzed and presented. Bias means that the research findings will not be representative of, or generalizable to, a wider population.
• Case Study -- the collection and presentation of detailed information about a particular participant or small group, frequently including data derived from the subjects themselves.
• Causal Hypothesis -- a statement hypothesizing that the independent variable affects the dependent variable in some way.
• Causal Relationship -- the relationship established that shows that an independent variable, and nothing else, causes a change in a dependent variable. It also establishes how much of a change is shown in the dependent variable.
• Causality -- the relation between cause and effect.
• Central Tendency -- any way of describing or characterizing typical, average, or common values in some distribution.
• Chi-square Analysis -- a common non-parametric statistical test which compares an expected proportion or ratio to an actual proportion or ratio.
• Claim -- a statement, similar to a hypothesis, which is made in response to the research question and that is affirmed with evidence based on research.
• Classification -- ordering of related phenomena into categories, groups, or systems according to characteristics or attributes.
• Cluster Analysis -- a method of statistical analysis where data that share a common trait are grouped together. The data is collected in a way that allows the data collector to group data according to certain characteristics.
• Cohort Analysis -- group by group analytic treatment of individuals having a statistical factor in common to each group. Group members share a particular characteristic [e.g., born in a given year] or a common experience [e.g., entering a college at a given time].
• Confidentiality -- a research condition in which no one except the researcher(s) knows the identities of the participants in a study. It refers to the treatment of information that a participant has disclosed to the researcher in a relationship of trust and with the expectation that it will not be revealed to others in ways that violate the original consent agreement, unless permission is granted by the participant.
• Confirmability Objectivity -- the findings of the study could be confirmed by another person conducting the same study.
• Construct -- refers to any of the following: something that exists theoretically but is not directly observable; a concept developed [constructed] for describing relations among phenomena or for other research purposes; or, a theoretical definition in which concepts are defined in terms of other concepts. For example, intelligence cannot be directly observed or measured; it is a construct.
• Construct Validity -- seeks an agreement between a theoretical concept and a specific measuring device, such as observation.
• Constructivism -- the idea that reality is socially constructed. It is the view that reality cannot be understood outside of the way humans interact and that the idea that knowledge is constructed, not discovered. Constructivists believe that learning is more active and self-directed than either behaviorism or cognitive theory would postulate.
• Content Analysis -- the systematic, objective, and quantitative description of the manifest or latent content of print or nonprint communications.
• Context Sensitivity -- awareness by a qualitative researcher of factors such as values and beliefs that influence cultural behaviors.
• Control Group -- the group in an experimental design that receives either no treatment or a different treatment from the experimental group. This group can thus be compared to the experimental group.
• Controlled Experiment -- an experimental design with two or more randomly selected groups [an experimental group and control group] in which the researcher controls or introduces the independent variable and measures the dependent variable at least two times [pre- and post-test measurements].
• Correlation -- a common statistical analysis, usually abbreviated as r, that measures the degree of relationship between pairs of interval variables in a sample. The range of correlation is from -1.00 to zero to +1.00. Also, a non-cause and effect relationship between two variables.
• Covariate -- a product of the correlation of two related variables times their standard deviations. Used in true experiments to measure the difference of treatment between them.
• Credibility -- a researcher's ability to demonstrate that the object of a study is accurately identified and described based on the way in which the study was conducted.
• Critical Theory -- an evaluative approach to social science research, associated with Germany's neo-Marxist “Frankfurt School,” that aims to criticize as well as analyze society, opposing the political orthodoxy of modern communism. Its goal is to promote human emancipatory forces and to expose ideas and systems that impede them.
• Data -- factual information [as measurements or statistics] used as a basis for reasoning, discussion, or calculation.
• Data Mining -- the process of analyzing data from different perspectives and summarizing it into useful information, often to discover patterns and/or systematic relationships among variables.
• Data Quality -- this is the degree to which the collected data [results of measurement or observation] meet the standards of quality to be considered valid [trustworthy] and  reliable [dependable].
• Deductive -- a form of reasoning in which conclusions are formulated about particulars from general or universal premises.
• Dependability -- being able to account for changes in the design of the study and the changing conditions surrounding what was studied.
• Dependent Variable -- a variable that varies due, at least in part, to the impact of the independent variable. In other words, its value “depends” on the value of the independent variable. For example, in the variables “gender” and “academic major,” academic major is the dependent variable, meaning that your major cannot determine whether you are male or female, but your gender might indirectly lead you to favor one major over another.
• Deviation -- the distance between the mean and a particular data point in a given distribution.
• Discourse Community -- a community of scholars and researchers in a given field who respond to and communicate to each other through published articles in the community's journals and presentations at conventions. All members of the discourse community adhere to certain conventions for the presentation of their theories and research.
• Discrete Variable -- a variable that is measured solely in whole units, such as, gender and number of siblings.
• Distribution -- the range of values of a particular variable.
• Effect Size -- the amount of change in a dependent variable that can be attributed to manipulations of the independent variable. A large effect size exists when the value of the dependent variable is strongly influenced by the independent variable. It is the mean difference on a variable between experimental and control groups divided by the standard deviation on that variable of the pooled groups or of the control group alone.
• Emancipatory Research -- research is conducted on and with people from marginalized groups or communities. It is led by a researcher or research team who is either an indigenous or external insider; is interpreted within intellectual frameworks of that group; and, is conducted largely for the purpose of empowering members of that community and improving services for them. It also engages members of the community as co-constructors or validators of knowledge.
• Empirical Research -- the process of developing systematized knowledge gained from observations that are formulated to support insights and generalizations about the phenomena being researched.
• Epistemology -- concerns knowledge construction; asks what constitutes knowledge and how knowledge is validated.
• Ethnography -- method to study groups and/or cultures over a period of time. The goal of this type of research is to comprehend the particular group/culture through immersion into the culture or group. Research is completed through various methods but, since the researcher is immersed within the group for an extended period of time, more detailed information is usually collected during the research.
• Expectancy Effect -- any unconscious or conscious cues that convey to the participant in a study how the researcher wants them to respond. Expecting someone to behave in a particular way has been shown to promote the expected behavior. Expectancy effects can be minimized by using standardized interactions with subjects, automated data-gathering methods, and double blind protocols.
• External Validity -- the extent to which the results of a study are generalizable or transferable.
• Factor Analysis -- a statistical test that explores relationships among data. The test explores which variables in a data set are most related to each other. In a carefully constructed survey, for example, factor analysis can yield information on patterns of responses, not simply data on a single response. Larger tendencies may then be interpreted, indicating behavior trends rather than simply responses to specific questions.
• Field Studies -- academic or other investigative studies undertaken in a natural setting, rather than in laboratories, classrooms, or other structured environments.
• Focus Groups -- small, roundtable discussion groups charged with examining specific topics or problems, including possible options or solutions. Focus groups usually consist of 4-12 participants, guided by moderators to keep the discussion flowing and to collect and report the results.
• Framework -- the structure and support that may be used as both the launching point and the on-going guidelines for investigating a research problem.
• Generalizability -- the extent to which research findings and conclusions conducted on a specific study to groups or situations can be applied to the population at large.
• Grey Literature -- research produced by organizations outside of commercial and academic publishing that publish materials, such as, working papers, research reports, and briefing papers.
• Grounded Theory -- practice of developing other theories that emerge from observing a group. Theories are grounded in the group's observable experiences, but researchers add their own insight into why those experiences exist.
• Group Behavior -- behaviors of a group as a whole, as well as the behavior of an individual as influenced by his or her membership in a group.
• Hypothesis -- a tentative explanation based on theory to predict a causal relationship between variables.
• Independent Variable -- the conditions of an experiment that are systematically manipulated by the researcher. A variable that is not impacted by the dependent variable, and that itself impacts the dependent variable. In the earlier example of "gender" and "academic major," (see Dependent Variable) gender is the independent variable.
• Individualism -- a theory or policy having primary regard for the liberty, rights, or independent actions of individuals.
• Inductive -- a form of reasoning in which a generalized conclusion is formulated from particular instances.
• Inductive Analysis -- a form of analysis based on inductive reasoning; a researcher using inductive analysis starts with answers, but formulates questions throughout the research process.
• Insiderness -- a concept in qualitative research that refers to the degree to which a researcher has access to and an understanding of persons, places, or things within a group or community based on being a member of that group or community.
• Internal Consistency -- the extent to which all questions or items assess the same characteristic, skill, or quality.
• Internal Validity -- the rigor with which the study was conducted [e.g., the study's design, the care taken to conduct measurements, and decisions concerning what was and was not measured]. It is also the extent to which the designers of a study have taken into account alternative explanations for any causal relationships they explore. In studies that do not explore causal relationships, only the first of these definitions should be considered when assessing internal validity.
• Life History -- a record of an event/events in a respondent's life told [written down, but increasingly audio or video recorded] by the respondent from his/her own perspective in his/her own words. A life history is different from a "research story" in that it covers a longer time span, perhaps a complete life, or a significant period in a life.
• Margin of Error -- the permittable or acceptable deviation from the target or a specific value. The allowance for slight error or miscalculation or changing circumstances in a study.
• Measurement -- process of obtaining a numerical description of the extent to which persons, organizations, or things possess specified characteristics.
• Meta-Analysis -- an analysis combining the results of several studies that address a set of related hypotheses.
• Methodology -- a theory or analysis of how research does and should proceed.
• Methods -- systematic approaches to the conduct of an operation or process. It includes steps of procedure, application of techniques, systems of reasoning or analysis, and the modes of inquiry employed by a discipline.
• Mixed-Methods -- a research approach that uses two or more methods from both the quantitative and qualitative research categories. It is also referred to as blended methods, combined methods, or methodological triangulation.
• Modeling -- the creation of a physical or computer analogy to understand a particular phenomenon. Modeling helps in estimating the relative magnitude of various factors involved in a phenomenon. A successful model can be shown to account for unexpected behavior that has been observed, to predict certain behaviors, which can then be tested experimentally, and to demonstrate that a given theory cannot account for certain phenomenon.
• Models -- representations of objects, principles, processes, or ideas often used for imitation or emulation.
• Naturalistic Observation -- observation of behaviors and events in natural settings without experimental manipulation or other forms of interference.
• Norm -- the norm in statistics is the average or usual performance. For example, students usually complete their high school graduation requirements when they are 18 years old. Even though some students graduate when they are younger or older, the norm is that any given student will graduate when he or she is 18 years old.
• Null Hypothesis -- the proposition, to be tested statistically, that the experimental intervention has "no effect," meaning that the treatment and control groups will not differ as a result of the intervention. Investigators usually hope that the data will demonstrate some effect from the intervention, thus allowing the investigator to reject the null hypothesis.
• Ontology -- a discipline of philosophy that explores the science of what is, the kinds and structures of objects, properties, events, processes, and relations in every area of reality.
• Panel Study -- a longitudinal study in which a group of individuals is interviewed at intervals over a period of time.
• Participant -- individuals whose physiological and/or behavioral characteristics and responses are the object of study in a research project.
• Peer-Review -- the process in which the author of a book, article, or other type of publication submits his or her work to experts in the field for critical evaluation, usually prior to publication. This is standard procedure in publishing scholarly research.
• Phenomenology -- a qualitative research approach concerned with understanding certain group behaviors from that group's point of view.
• Philosophy -- critical examination of the grounds for fundamental beliefs and analysis of the basic concepts, doctrines, or practices that express such beliefs.
• Phonology -- the study of the ways in which speech sounds form systems and patterns in language.
• Policy -- governing principles that serve as guidelines or rules for decision making and action in a given area.
• Policy Analysis -- systematic study of the nature, rationale, cost, impact, effectiveness, implications, etc., of existing or alternative policies, using the theories and methodologies of relevant social science disciplines.
• Population -- the target group under investigation. The population is the entire set under consideration. Samples are drawn from populations.
• Position Papers -- statements of official or organizational viewpoints, often recommending a particular course of action or response to a situation.
• Positivism -- a doctrine in the philosophy of science, positivism argues that science can only deal with observable entities known directly to experience. The positivist aims to construct general laws, or theories, which express relationships between phenomena. Observation and experiment is used to show whether the phenomena fit the theory.
• Predictive Measurement -- use of tests, inventories, or other measures to determine or estimate future events, conditions, outcomes, or trends.
• Principal Investigator -- the scientist or scholar with primary responsibility for the design and conduct of a research project.
• Probability -- the chance that a phenomenon will occur randomly. As a statistical measure, it is shown as p [the "p" factor].
• Questionnaire -- structured sets of questions on specified subjects that are used to gather information, attitudes, or opinions.
• Random Sampling -- a process used in research to draw a sample of a population strictly by chance, yielding no discernible pattern beyond chance. Random sampling can be accomplished by first numbering the population, then selecting the sample according to a table of random numbers or using a random-number computer generator. The sample is said to be random because there is no regular or discernible pattern or order. Random sample selection is used under the assumption that sufficiently large samples assigned randomly will exhibit a distribution comparable to that of the population from which the sample is drawn. The random assignment of participants increases the probability that differences observed between participant groups are the result of the experimental intervention.
• Reliability -- the degree to which a measure yields consistent results. If the measuring instrument [e.g., survey] is reliable, then administering it to similar groups would yield similar results. Reliability is a prerequisite for validity. An unreliable indicator cannot produce trustworthy results.
• Representative Sample -- sample in which the participants closely match the characteristics of the population, and thus, all segments of the population are represented in the sample. A representative sample allows results to be generalized from the sample to the population.
• Rigor -- degree to which research methods are scrupulously and meticulously carried out in order to recognize important influences occurring in an experimental study.
• Sample -- the population researched in a particular study. Usually, attempts are made to select a "sample population" that is considered representative of groups of people to whom results will be generalized or transferred. In studies that use inferential statistics to analyze results or which are designed to be generalizable, sample size is critical, generally the larger the number in the sample, the higher the likelihood of a representative distribution of the population.
• Sampling Error -- the degree to which the results from the sample deviate from those that would be obtained from the entire population, because of random error in the selection of respondent and the corresponding reduction in reliability.
• Saturation -- a situation in which data analysis begins to reveal repetition and redundancy and when new data tend to confirm existing findings rather than expand upon them.
• Semantics -- the relationship between symbols and meaning in a linguistic system. Also, the cuing system that connects what is written in the text to what is stored in the reader's prior knowledge.
• Social Theories -- theories about the structure, organization, and functioning of human societies.
• Sociolinguistics -- the study of language in society and, more specifically, the study of language varieties, their functions, and their speakers.
• Standard Deviation -- a measure of variation that indicates the typical distance between the scores of a distribution and the mean; it is determined by taking the square root of the average of the squared deviations in a given distribution. It can be used to indicate the proportion of data within certain ranges of scale values when the distribution conforms closely to the normal curve.
• Statistical Analysis -- application of statistical processes and theory to the compilation, presentation, discussion, and interpretation of numerical data.
• Statistical Bias -- characteristics of an experimental or sampling design, or the mathematical treatment of data, that systematically affects the results of a study so as to produce incorrect, unjustified, or inappropriate inferences or conclusions.
• Statistical Significance -- the probability that the difference between the outcomes of the control and experimental group are great enough that it is unlikely due solely to chance. The probability that the null hypothesis can be rejected at a predetermined significance level [0.05 or 0.01].
• Statistical Tests -- researchers use statistical tests to make quantitative decisions about whether a study's data indicate a significant effect from the intervention and allow the researcher to reject the null hypothesis. That is, statistical tests show whether the differences between the outcomes of the control and experimental groups are great enough to be statistically significant. If differences are found to be statistically significant, it means that the probability [likelihood] that these differences occurred solely due to chance is relatively low. Most researchers agree that a significance value of .05 or less [i.e., there is a 95% probability that the differences are real] sufficiently determines significance.
• Subcultures -- ethnic, regional, economic, or social groups exhibiting characteristic patterns of behavior sufficient to distinguish them from the larger society to which they belong.
• Testing -- the act of gathering and processing information about individuals' ability, skill, understanding, or knowledge under controlled conditions.
• Theory -- a general explanation about a specific behavior or set of events that is based on known principles and serves to organize related events in a meaningful way. A theory is not as specific as a hypothesis.
• Treatment -- the stimulus given to a dependent variable.
• Trend Samples -- method of sampling different groups of people at different points in time from the same population.
• Triangulation -- a multi-method or pluralistic approach, using different methods in order to focus on the research topic from different viewpoints and to produce a multi-faceted set of data. Also used to check the validity of findings from any one method.
• Unit of Analysis -- the basic observable entity or phenomenon being analyzed by a study and for which data are collected in the form of variables.
• Validity -- the degree to which a study accurately reflects or assesses the specific concept that the researcher is attempting to measure. A method can be reliable, consistently measuring the same thing, but not valid.
• Variable -- any characteristic or trait that can vary from one person to another [race, gender, academic major] or for one person over time [age, political beliefs].
• Weighted Scores -- scores in which the components are modified by different multipliers to reflect their relative importance.
• White Paper -- an authoritative report that often states the position or philosophy about a social, political, or other subject, or a general explanation of an architecture, framework, or product technology written by a group of researchers. A white paper seeks to contain unbiased information and analysis regarding a business or policy problem that the researchers may be facing.

Elliot, Mark, Fairweather, Ian, Olsen, Wendy Kay, and Pampaka, Maria. A Dictionary of Social Research Methods. Oxford, UK: Oxford University Press, 2016; Free Social Science Dictionary. Socialsciencedictionary.com [2008]. Glossary. Institutional Review Board. Colorado College; Glossary of Key Terms. Writing@CSU. Colorado State University; Glossary A-Z. Education.com; Glossary of Research Terms. Research Mindedness Virtual Learning Resource. Centre for Human Servive Technology. University of Southampton; Miller, Robert L. and Brewer, John D. The A-Z of Social Research: A Dictionary of Key Social Science Research Concepts London: SAGE, 2003; Jupp, Victor. The SAGE Dictionary of Social and Cultural Research Methods . London: Sage, 2006.

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Words and Phrases to Avoid in Academic Writing

Published on February 6, 2016 by Sarah Vinz . Revised on September 11, 2023.

When you are writing a dissertation , thesis, or research paper, many words and phrases that are acceptable in conversations or informal writing are considered inappropriate in academic writing .

You should try to avoid expressions that are too informal, unsophisticated, vague, exaggerated, or subjective, as well as those that are generally unnecessary or incorrect.

Bear in mind, however, that these guidelines do not apply to text you are directly quoting from your sources (including interviews ).

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Table of contents

Too informal, too exaggerated, too subjective, generally incorrect, other interesting articles.

Academic writing is generally more formal than the writing we see in non-academic materials (including on websites). It is also more formal than the ways in which we normally speak. The following words and phrases are considered too informal for a dissertation or academic paper.

Informal sentence starts

Some words are acceptable in certain contexts, but become too informal when used at the beginning of a sentence. You can replace these with appropriate  transition words  or simply remove them from the sentence.

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Using vague terms makes your writing imprecise and may cause people to interpret it in different ways. Always try to be as specific as possible.

Academic writing is usually unadorned and direct. Some adverbs of frequency (such as always and never ) and intensifiers (words that create emphasis, such as really ) are often too dramatic. They may also not be accurate – you’re making a significant claim when you say something is perfect or never happens.

These terms do sometimes add value, but try to use them sparingly.

Some words and phrases reveal your own bias. For instance, if you state that something will obviously happen, you are indicating that you think the occurrence is obvious – not stating a fact.

Expressing your opinion is appropriate in certain sections of a dissertation and in particular types of academic texts (such as personal statements and reflective or argumentative essays ). In most cases, though, take care when using words and phrases such as those below – try to let the facts speak for themselves, or emphasize your point with less biased language.

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Certain words and phrases are often used incorrectly, even by native speakers of a language. If you’re exposed to such mistakes often enough, you may start to assume they are correct – but it’s important that you don’t let them creep into your writing.

You should also bear in mind that some of these mistakes relate to things we all frequently mishear (for instance, we often think the speaker is saying would of instead of would have ).

In general, you should also try to avoid using words and phrases that fall into the following categories:

• Jargon (i.e., “insider” terminology that may be difficult for readers from other fields to understand)
• Clichés (i.e., expressions that are heavily overused, such as think outside of the box and at the end of the day )
• Everyday abbreviations (e.g., approx. , ASAP, corona, stats, info )
• Slang (e.g., cops , cool )
• Gender-biased language   (e.g., firemen , mankind )
• Generally unnecessary (e.g., redundant expressions that do not add meaning, such as compete with each other instead of simply compete)

Reflective reports and  personal statements  sometimes have a less formal tone. In these types of writing, you may not have to follow these guidelines as strictly. The preface or acknowledgements of a dissertation also often have a less formal and more personal voice than the rest of the document.

If you want to know more about AI for academic writing, AI tools, or fallacies make sure to check out some of our other articles with explanations and examples or go directly to our tools!

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Sarah's academic background includes a Master of Arts in English, a Master of International Affairs degree, and a Bachelor of Arts in Political Science. She loves the challenge of finding the perfect formulation or wording and derives much satisfaction from helping students take their academic writing up a notch.

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How to Write a Research Paper [Steps & Examples]

As a student, you are often required to complete numerous academic tasks, which can demand a lot of extra effort. Writing a research paper is one of these tasks. If researching for the topic isn't challenging enough, writing it down in a specific format adds another layer of difficulty. Having gone through this myself, I want to help you have a smoother journey in writing your research paper. I'll guide you through everything you need to know about writing a research paper, including how to write a research paper and all the necessary factors you need to consider while writing one.

Order for Preparation of your research paper

Before beginning your research paper, start planning how you will organize your paper. Follow the specific order I have laid out to ensure you assemble everything correctly, cover all necessary components, and write more effectively. This method will help you avoid missing important elements and improve the overall quality of your paper.

Figures and Tables

Assemble all necessary visual aids to support your data and findings. Ensure they are labeled correctly and referenced appropriately in your text.

Detail the procedures and techniques used in your research. This section should be thorough enough to allow others to replicate your study.

Summarize the findings of your research without interpretation. Use figures and tables to illustrate your data clearly.

Interpret the results, discussing their implications and how they relate to your research question. Address any limitations and suggest areas for future research.

Summarize the key points of your research, restating the significance of your findings and their broader impact.

Introduction

Introduce the topic, provide background information, and state the research problem or hypothesis. Explain the purpose and scope of your study.

Write a concise summary of your research, including the objective, methods, results, and conclusion. Keep it brief and to the point.

Create a clear and informative title that accurately reflects the content and focus of your research paper.

Identify key terms related to your research that will help others find your paper in searches.

Acknowledgements

Thank those who contributed to your research, including funding sources, advisors, and any other significant supporters.

Compile a complete list of all sources cited in your paper, formatted according to the required citation style. Ensure every reference is accurate and complete.

Types of Research Papers

There are multiple types of research papers, each with distinct characteristics, purposes, and structures. Knowing which type of research paper is required for your assignment is crucial, as each demands different preparation and writing strategies. Here, we will delve into three prominent types: argumentative, analytical, and compare and contrast papers. We will discuss their characteristics, suitability, and provide detailed examples to illustrate their application.

A.Argumentative Papers

Characteristics:

An argumentative or persuasive paper is designed to present a balanced view of a controversial issue, but ultimately aims to persuade the reader to adopt the writer's perspective. The key characteristics of this type of paper include:

Purpose: The primary goal is to convince the reader to support a particular stance on an issue. This is achieved by presenting arguments, evidence, and refuting opposing viewpoints.

Structure: Typically structured into an introduction, a presentation of both sides of the issue, a refutation of the opposing arguments, and a conclusion that reinforces the writer’s position.

Tone: While the tone should be logical and factual, it should not be overly emotional. Arguments must be supported with solid evidence, such as statistics, expert opinions, and factual data.

Suitability:

Argumentative papers are suitable for topics that have clear, opposing viewpoints. They are often used in debates, policy discussions, and essays aimed at influencing public opinion or academic discourse.

Topic: "Should governments implement universal basic income?"

Pro Side: Universal basic income provides financial security, reduces poverty, and can lead to a more equitable society.

Con Side: It could discourage work, lead to higher government expenditure, and might not be a sustainable long-term solution.

Argument: After presenting both sides, the paper would argue that the benefits of reducing poverty and financial insecurity outweigh the potential drawbacks, using evidence from various studies and real-world examples.

Writing Tips:

Clearly articulate your position on the issue from the beginning.

Present balanced arguments by including credible sources that support both sides.

Refute counterarguments effectively with logical reasoning and evidence.

Maintain a factual and logical tone, avoiding excessive emotional appeals.

B.Analytical Papers

An analytical research paper is focused on breaking down a topic into its core components, examining various perspectives, and drawing conclusions based on this analysis. The main characteristics include:

Purpose: To pose a research question, collect data from various sources, analyze different viewpoints, and synthesize the information to arrive at a personal conclusion.

Structure: Includes an introduction with a clear research question, a literature review that summarizes existing research, a detailed analysis, and a conclusion that summarizes findings.

Tone: Objective and neutral, avoiding personal bias or opinion. The focus is on data and logical analysis.

Analytical research papers are ideal for topics that require detailed examination and evaluation of various aspects. They are common in disciplines such as social sciences, humanities, and natural sciences, where deep analysis of existing research is crucial.

Topic: "The impact of social media on mental health."

Research Question: How does social media usage affect mental well-being among teenagers?

Analysis: Examine studies that show both positive (e.g., social support) and negative (e.g., anxiety and depression) impacts of social media. Analyze the methodologies and findings of these studies.

Conclusion: Based on the analysis, conclude whether the overall impact is more beneficial or harmful, remaining neutral and presenting evidence without personal bias.

Maintain an objective and neutral tone throughout the paper.

Synthesize information from multiple sources, ensuring a comprehensive analysis.

Develop a clear thesis based on the findings from your analysis.

Avoid inserting personal opinions or biases.

C.Compare and Contrast Papers

Compare and contrast papers are used to analyze the similarities and differences between two or more subjects. The key characteristics include:

Purpose: To identify and examine the similarities and differences between two or more subjects, providing a comprehensive understanding of their relationship.

Structure: Can be organized in two ways:

Point-by-Point: Each paragraph covers a specific point of comparison or contrast.

Subject-by-Subject: Each subject is discussed separately, followed by a comparison or contrast.

Tone: Informative and balanced, aiming to provide a thorough and unbiased comparison.

Compare and contrast papers are suitable for topics where it is important to understand the distinctions and similarities between elements. They are commonly used in literature, history, and various comparative studies.

Topic: "Compare and contrast the leadership styles of Martin Luther King Jr. and Malcolm X."

Comparison Points: Philosophies (non-violence vs. militant activism), methods (peaceful protests vs. more radical approaches), and impacts on the Civil Rights Movement.

Analysis: Describe each leader's philosophy and method, then analyze how these influenced their effectiveness and legacy.

Conclusion: Summarize the key similarities and differences, and discuss how both leaders contributed uniquely to the movement.

Provide equal and balanced coverage to each subject.

Use clear criteria for comparison, ensuring logical and coherent analysis.

Highlight both similarities and differences, ensuring a nuanced understanding of the subjects.

Maintain an informative tone, focusing on objective analysis rather than personal preference.

How to Write A Research Paper [Higher Efficiency & Better Results]

Conduct Preliminary Research

Before we get started with the research, it's important to gather relevant information related to it. This process, also known as the primary research method, helps researchers gain preliminary knowledge about the topic and identify research gaps. Whenever I begin researching a topic, I usually utilize Google and Google Scholar. Another excellent resource for conducting primary research is campus libraries, as they provide a wealth of great articles that can assist with your research.

Now, let's see how WPS Office and AIPal can be great research partners:

Let's say that I have some PDFs which I have gathered from different sources. With WPS Office, these PDFs can be directly uploaded not just to extract key points but also to interact with the PDF with special help from WPS AI.

Step 1: Let's open the PDF article or research paper that we have downloaded on WPS Office.

Step 2: Now, click on the WPS AI widget at the top right corner of the screen.

Step 3: This will open the WPS PDF AI pane on the right side of the screen. Click on "Upload".

Step 4: Once the upload is complete, WPS PDF AI will return with the key points from the PDF article, which can then be copied to a fresh new document on WPS Writer.

Step 5: To interact further with the document, click on the "Inquiry" tab to talk with WPS AI and get more information on the contents of the PDF.

Research is incomplete without a Google search, but what exactly should you search for? AIPal can help you with these answers. AIPal is a Chrome extension that can help researchers make their Google searches and interactions with Chrome more effective and efficient. If you haven't installed AIPal on Chrome yet, go ahead and download the extension; it's completely free to use:

Step 1: Let's search for a term on Google related to our research.

Step 2: An AIPal widget will appear right next to the Google search bar, click on it.

Step 3: Upon clicking it, an AIPal window will pop up. In this window, you will find a more refined answer for your searched term, along with links most relevant to your search, providing a more refined search experience.

WPS AI can also be used to extract more information with the help of WPS Writer.

Step 1: We might have some information saved in a Word document, either from lectures or during preliminary research. We can use WPS AI within Writer to gain more insights.

Step 2: Select the entire text you want to summarize or understand better.

Step 3: Once the text is selected, a hover menu will appear. Click on the "WPS AI" icon in this menu.

Step 4: From the list of options, click on "Explain" to understand the content more deeply, or click on "Summarize" to shorten the paragraph.

Step 5: The results will be displayed in a small WPS AI window.

Develop the Thesis statement

To develop a strong thesis statement, start by formulating a central question your paper will address. For example, if your topic is about the impact of social media on mental health, your thesis statement might be:

"Social media use has a detrimental effect on mental health by increasing anxiety, depression, and loneliness among teenagers."

This statement is concise, contentious, and sets the stage for your research. With WPS AI, you can use the "Improve" feature to refine your thesis statement, ensuring it is clear, coherent, and impactful.

Write the First draft

Begin your first draft by focusing on maintaining forward momentum and clearly organizing your thoughts. Follow your outline as a guide, but be flexible if new ideas emerge. Here's a brief outline to get you started:

Using WPS AI’s "Make Longer" feature, you can quickly elaborate key ideas and points of your studies and articles into a descriptive format to include in your draft, saving time and ensuring clarity.

Compose Introduction, Body and Conclusion paragraphs

When writing a research paper, it’s essential to transform your key points into detailed, descriptive paragraphs. WPS AI can help you streamline this process by enhancing your key points, ensuring each section of your paper is well-developed and coherent. Here’s how you can use WPS AI to compose your introduction, body, and conclusion paragraphs:

Let's return to the draft and start composing our introduction. The introduction should provide the background of the research paper and introduce readers to what the research paper will explore.

If your introduction feels too brief or lacks depth, use WPS AI’s "Make Longer" feature to expand on key points, adding necessary details and enhancing the overall narrative.

Once the introduction is completed, the next step is to start writing the body paragraphs and the conclusion of our research paper. Remember, the body paragraphs will incorporate everything about your research: methodologies, challenges, results, and takeaways.

If this paragraph is too lengthy or repetitive, WPS AI’s "Make Shorter" feature can help you condense it without losing essential information.

Write the Second Draft

In the second draft, refine your arguments, ensure logical flow, and check for clarity. Focus on eliminating any unnecessary information, ensuring each paragraph supports your thesis statement, and improving transitions between ideas. Incorporate feedback from peers or advisors, and ensure all citations are accurate and properly formatted. The second draft should be more polished and coherent, presenting your research in a clear and compelling manner.

WPS AI’s "Improve Writing" feature can be particularly useful here to enhance the overall quality and readability of your paper.

WPS Spellcheck can assist you in correcting spelling and grammatical errors, ensuring your paper is polished and professional. This tool helps you avoid common mistakes and enhances the readability of your paper, making a significant difference in the overall quality.

Bonus Tips: How to Get Inspiration for your Research Paper- WPS AI

WPS Office is a phenomenal office suite that students find to be a major blessing. Not only is it a free office suite equipped with advanced features that make it competitive in the market, but it also includes a powerful AI that automates and enhances many tasks, including writing a research paper. In addition to improving readability with its AI Proofreader tool, WPS AI offers two features, "Insight" and "Inquiry", that can help you gather information and inspiration for your research paper:

Insight Feature:

The Insight feature provides deep insights and information on various topics and fields. It analyzes literature to extract key viewpoints, trends, and research directions. For instance, if you're writing a research paper on the impact of social media on mental health, you can use the Insight feature to gather a comprehensive overview of the latest studies, key arguments, and emerging trends in this field. This helps you build a solid foundation for your paper and ensure you are covering all relevant aspects.

Inquiry Feature:

The Inquiry feature allows you to ask specific questions related to your research topic. This helps you gather necessary background information and refine your research focus effectively. For example, if you need detailed information on how social media usage affects teenagers' self-esteem, you can use the Inquiry feature to ask targeted questions and receive relevant answers based on the latest research.

FAQs about writing a research paper

1. can any source be used for academic research.

No, it's essential to use credible and relevant sources. Here is why:

Developing a Strong Argument: Your research paper relies on evidence to substantiate its claims. Using unreliable sources can undermine your argument and harm the credibility of your paper.

Avoiding Inaccurate Information: The internet is abundant with data, but not all sources can be considered reliable. Credible sources guarantee accuracy.

2. How can I avoid plagiarism?

To avoid plagiarism, follow these steps:

Keep Records of Your Sources: Maintain a record of all the sources you use while researching. This helps you remember where you found specific ideas or phrases and ensures proper attribution.

Quote and Paraphrase Correctly: When writing a paper, use quotation marks for exact words from a source and cite them properly. When paraphrasing, restate the idea in your own words and include a citation to acknowledge the original source.

Utilize a Plagiarism Checker: Use a plagiarism detection tool before submitting your paper. This will help identify unintentional plagiarism, ensuring your paper is original and properly referenced.

3. How can I cite sources properly?

Adhere to the citation style guide (e.g., APA, MLA) specified by your instructor or journal. Properly citing all sources both within the text and in the bibliography or references section is essential for maintaining academic integrity and providing clear credit to the original authors. This practice also helps readers locate and verify the sources you've used in your research.

4. How long should a research paper be?

The length of a research paper depends on its topic and specific requirements. Generally, research papers vary between 4,000 to 6,000 words, with shorter papers around 2,000 words and longer ones exceeding 10,000 words. Adhering to the length requirements provided for academic assignments is essential. More intricate subjects or extensive research often require more thorough explanations, which can impact the overall length of the paper.

Write Your Research Paper with the Comfort of Using WPS Office

Writing a research paper involves managing numerous complicated tasks, such as ensuring the correct formatting, not missing any crucial information, and having all your data ready. The process of how to write a research paper is inherently challenging. However, if you are a student using WPS Office, the task becomes significantly simpler. WPS Office, especially with the introduction of WPS AI, provides all the resources you need to write the perfect research paper. Download WPS Office today and discover how it can transform your research paper writing experience for the better.

• 1. How to Use WPS AI/Chatgpt to Write Research Papers: Guide for Beginners
• 2. How to Write an Abstract - Steps with Examples
• 3. How to Write a Hook- Steps With Examples
• 4. How to Write a Proposal [ Steps & Examples]
• 5. Free Graph Paper: Easy Steps to Make Printable Graph Paper PDF
• 6. How to Write a Conclusion - Steps with Examples

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17 academic words and phrases to use in your essay

(Last updated: 20 October 2022)

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

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

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

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

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

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

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

Words to use in your introduction

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

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

1. Firstly, secondly, thirdly

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

2. In view of; in light of; considering

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

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

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

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

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

Rather than:

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

See the difference?

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

Adding information and flow

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Comparing and contrasting information

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

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

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

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

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

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

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

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

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

10. Despite this; provided that; nonetheless

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

A good example is:

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

11. Importantly; significantly; notably; another key point

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

Giving examples

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

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

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

Here’s an example:

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

Concluding your essay

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

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

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

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

14. Persuasive; compelling

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

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

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

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

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

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

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

17. All things considered

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

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

Essay exams: how to answer ‘To what extent…’

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Computer Science > Computer Vision and Pattern Recognition

Title: algorithm research of elmo word embedding and deep learning multimodal transformer in image description.

Abstract: Zero sample learning is an effective method for data deficiency. The existing embedded zero sample learning methods only use the known classes to construct the embedded space, so there is an overfitting of the known classes in the testing process. This project uses category semantic similarity measures to classify multiple tags. This enables it to incorporate unknown classes that have the same meaning as currently known classes into the vector space when it is built. At the same time, most of the existing zero sample learning algorithms directly use the depth features of medical images as input, and the feature extraction process does not consider semantic information. This project intends to take ELMo-MCT as the main task and obtain multiple visual features related to the original image through self-attention mechanism. In this paper, a large number of experiments are carried out on three zero-shot learning reference datasets, and the best harmonic average accuracy is obtained compared with the most advanced algorithms.

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