- Conjunctions
- Prepositions
450+ Adjective Words To Describe Research
In any academic writing, it is important to use language that is precise and accurate. This is especially true when writing about research, where a small change in wording can result in a major change in meaning. Adjectives are one of the most important tools for making writing precise and accurate.
By carefully selecting the right adjectives, writers can ensure that their readers understand exactly what they are trying to say. In this article, we will provide a list of adjectives that can be used when writing about research. We hope that this will help make your writing more precise and accurate.
Table of Contents
Adjectives For Research
This article provides a list of adjectives that can be used to describe research. The adjectives are grouped into different categories, such as positive, negative, and neutral adjectives. The article also includes examples of how to use each adjective in a sentence.
Some of the positive adjectives include “ valuable ,” “ beneficial ,” and “ important .” Negative adjectives include “ flawed ,” “ invalid ,” and “ irrelevant .” And finally, neutral adjectives include “ objective ,” “ unbiased ,” and “ impartial .” These adjectives can be useful in a variety of contexts, such as when writing about research findings or discussing research methods.
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Top 30 Adjectives for Research (Negative & Positive Words)
Research, the backbone of many disciplines, can vary widely in quality and depth. This post provides adjectives that can help portray the nature and quality of any research endeavor.
Table of Contents
Description of Research
Research refers to the systematic investigation into and study of materials or sources to establish facts and reach conclusions.
Words to Describe Research
Here are the 30 most common words to describe Research:
- Comprehensive
Groundbreaking
Superficial.
- Qualitative
- Unsubstantiated
- Quantitative
- Experimental
- Hypothetical
- Speculative
- Theoretical
- Inconsistent
- Peer-reviewed
Positive Words to Describe Research
Negative words to describe research, adjectives for research (meanings and example sentences).
- Meaning: Covering all areas.
- Sentence: The study was comprehensive in scope.
- Meaning: Done completely.
- Sentence: The review was thorough and detailed.
- Meaning: Strict and precise.
- Sentence: The testing was rigorous and exact.
- Meaning: Having defects.
- Sentence: The theory was flawed and misleading.
- Meaning: Innovative.
- Sentence: Their findings were groundbreaking in nature.
- Meaning: Lacking depth.
- Sentence: The analysis was superficial at best.
- Meaning: Examining in detail.
- Sentence: An analytical approach was employed.
- Meaning: Showing favoritism.
- Sentence: The results seemed biased and skewed.
- Meaning: Detailed study.
- Sentence: An in-depth review was conducted.
- Meaning: Giving a wrong idea.
- Sentence: The data was misleading to readers.
Other Related Words to Describe Research
Words to describe research skills.
- Inquisitive
- Detail-oriented
- Investigative
Words to Describe Research Paper
- Informative
- Well-structured
Words to Describe Research Project
- Collaborative
- Multi-disciplinary
- Time-consuming
- Longitudinal
- Cross-sectional
- Exploratory
Words to Describe Research Work
- Foundational
- Cutting-edge
- Paradigm-shifting
- Incremental
Words to Describe Research Methodology
- Ethnographic
- Statistical
- Observational
- Comparative
How to Describe Research in Writing?
When describing research in writing, focus on its quality, scope, methodology, and relevance. Make use of appropriate adjectives to convey the depth, accuracy, and reliability of the research. Highlight its contributions, limitations, and the methods employed, providing a clear and balanced overview of the work done.
Adjectives for Review
Adjectives for Scientist
Adjectives for Scholars
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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 .
Learn Adjectives
Adjectives for Research-Words to Describe Research
A research is a systematic and in-depth study of a particular subject, usually conducted over a long period of time. It’s conducted to gain a new understanding or revise an existing one.
Some common adjectives used to describe research are:
List of Adjectives for Research | Words for Research
1. Extensive
2. Time-consuming
3. Thorough
4. Detailed
7. Objective
8. In-depth
9. Comprehensive
10. Intensive
11. Exhaustive
12. Rigorous
13. Serious
14. Careful
15. Conclusive
16. Significant
17. Valuable
18. Reliable
19. Original
20. Creative
22. Productive
23. Important
24. Fascinating
25. Insightful
26.enlightening
28. beneficial
29. accurate
30. up-to-date.
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Adjectives for res earch Skills
1. Methodical
2. Analytical
3. Critical
5. Creative
6. Innovative
8. Persistent
9. Skeptical
10. Open-minded
11. Flexible
Adjectives for Research Paper
1. Academic
2. Peer-reviewed
3. Scholarly
4. Scientific
5. Theoretical
6. Practical
7. Empirical
8. Statistical
9. Methodological
10. Systematic
12. Objective
Adjectives for Research Title
1. groundbreaking
2. revolutionary
3. innovative
4. important
5. significant
6. influential
9. extensive
10. detailed
11. comprehensive
12. exhaustive
Adjectives for research Center
1. Advanced
2. State-of-the-art
3. World-class
5. Renowned
6. Esteemed
7. Prestigious
8. Highly respected
9. Acclaimed
10. Notable
Adjectives for qualitative Research
1. In-depth
2. Detailed
3. Intensive
4. Comprehensive
5. Extensive
6. Thorough
7. Rigorous
8. Methodical
9. Systematic
10. Careful
Adjectives for Quantitative Research
1. Rigorous
2. Systematic
3. Methodical
4. Quantitative
5. Statistical
6. Empirical
7. Experimental
8. Controlled
9. Replicable
11. Reliable
Adjectives for good researcher
1. Creative
2. Innovative
3. Original
4. Critical
5. Analytical
6. Methodical
7. Systematic
8. Thorough
9. Rigorous
10. Persistent
11. Open-minded
12. Flexible
Therefore, these are some of the adjectives that are commonly used to describe research, research skills, papers, centers, and researchers. These adjectives can be useful in conveying the nature and quality of your research to others.
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What are some adjectives to describe a scientist?
Some adjectives to describe a scientist are: creative, innovative, original, critical, analytical, methodical, systematic, and thorough.
What kind of words should be used in scientific writing?
In scientific writing, words that accurately and precisely convey the meaning of the research are important. Adjectives that describe the research in detail are often used in scientific writing.
What are some good words to use in a research paper?
Some good words to use in a research paper are: academic, peer-reviewed, scholarly, scientific etc.
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Using Adjectives Effectively in Academic and Scientific Writing
Posted by rene | Jul 25, 2020 | Help with Perfecting Grammar in Academic & Scientific Writing | 0 |
Using Adjectives Effectively in Academic and Scientific Writing Some authors claim that adjectives are virtually unnecessary. Choosing the correct noun in any given situation is the key, they would argue, and with the right noun, who needs an accompanying adjective? Well, to be honest, every successful writer uses adjectives to some extent, and academics and scientists who write sophisticated scholarly prose often require adjectives. In many cases, for instance, there is no noun that precisely and thoroughly represents a concept or situation under discussion. In others, a noun requires a range of modifications to provide exact descriptions that effectively differentiate slight variations in study conditions, participants, findings and so on.
There is no doubt, then, that adjectives are an essential aspect of scholarly writing, yet there is also no doubt that adjectives are often overused by academic and scientific authors. Such overuse tends to be the product of a positive intention to be precise, but long strings of adjectives preceding nouns can be the awkward results of this impulse. Proofreading your writing with your eyes open to excessive use of such modifiers will catch most problematic instances, but it can be difficult to decide how to resolve the problem. In almost all cases, it is best to use as few adjectives as possible, and such a policy can lead to choosing more precise or expressive adjectives, which is always preferable. However, if several adjectives are absolutely necessary to express a concept or situation accurately, it may be wise to explain the concept or situation carefully when it is introduced and invent an abbreviation to represent it. Once defined, the abbreviation can be used throughout the document instead of the noun and all those adjectives, which may prove smoother reading for your audience.
When you decide that several adjectives are definitely required, be sure to punctuate them effectively and in a consistent manner. Commas can be used between two or more adjectives preceding a noun, but rules and conventions vary considerably. The Chicago Manual of Style (2003), for instance, explains that if the adjectives ‘could, without affecting the meaning, be joined by [the word] and, the adjectives are normally separated by commas,’ but ‘if the noun and the adjective immediately preceding it are conceived as a unit…, no comma should be used’ (p.250). Following this method, ‘faithful, sincere friend’ bears a comma, but ‘many young friends’ does not.
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New Hart’s Rules (Ritter, 2005, Section 4.3.4), on the other hand, suggests an approach based on the type of adjective used, with adjectives such as ‘big,’ ‘tiny,’ ‘happy’ and ‘sad’ being gradable or qualitative adjectives, while adjectives such as ‘white,’ ‘black,’ ‘English’ and ‘treacherous’ are classifying adjectives. According to this system (Ritter, 2005, Section 4.3.4), ‘a comma is needed to separate two or more qualitative adjectives’ (a short, thick tree) but ‘no comma is needed to separate adjectives of different types’ (a big black cat) or to separate classifying adjectives that ‘relate to different classifying systems’ (annual environmental damage). Whichever system of punctuation is used, when an adjective is repeated before a noun, as in ‘many, many tourists visit the Tower of London,’ a comma should be inserted between the two instances.
Exceptions can be made to these rules, with technical writing, for example, often keeping commas to a bare minimum, and some authors using none at all between adjectives. If there are no specific guidelines to follow, it is often better to use fewer commas than more, much as it is better to use one or two adjectives perfect for the context rather than a long string of them.
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Home » Research Paper Title – Writing Guide and Example
Research Paper Title – Writing Guide and Example
Table of Contents
Research Paper Title
Research Paper Title is the name or heading that summarizes the main theme or topic of a research paper . It serves as the first point of contact between the reader and the paper, providing an initial impression of the content, purpose, and scope of the research . A well-crafted research paper title should be concise, informative, and engaging, accurately reflecting the key elements of the study while also capturing the reader’s attention and interest. The title should be clear and easy to understand, and it should accurately convey the main focus and scope of the research paper.
Examples of Research Paper Title
Here are some Good Examples of Research Paper Title:
- “Investigating the Relationship Between Sleep Duration and Academic Performance Among College Students”
- “The Impact of Artificial Intelligence on Employment: A Systematic Review”
- “The Effectiveness of Mindfulness-Based Interventions for Anxiety: A Meta-Analysis”
- “Exploring the Effects of Social Support on Mental Health in Patients with Chronic Illness”
- “Assessing the Effectiveness of Cognitive-Behavioral Therapy for Depression: A Randomized Controlled Trial”
- “The Impact of Social Media Influencers on Consumer Behavior: A Systematic Review”
- “Investigating the Link Between Personality Traits and Leadership Effectiveness”
- “The Effect of Parental Incarceration on Child Development: A Longitudinal Study”
- “Exploring the Relationship Between Cultural Intelligence and Cross-Cultural Adaptation: A Meta-Analysis”
- “Assessing the Effectiveness of Mindfulness-Based Stress Reduction for Chronic Pain Management”.
- “The Effects of Social Media on Mental Health: A Meta-Analysis”
- “The Impact of Climate Change on Global Crop Yields: A Longitudinal Study”
- “Exploring the Relationship between Parental Involvement and Academic Achievement in Elementary School Students”
- “The Ethics of Genetic Editing: A Review of Current Research and Implications for Society”
- “Understanding the Role of Gender in Leadership: A Comparative Study of Male and Female CEOs”
- “The Effect of Exercise on Cognitive Function in Older Adults: A Randomized Controlled Trial”
- “The Impacts of COVID-19 on Mental Health: A Cross-Cultural Comparison”
- “Assessing the Effectiveness of Online Learning Platforms: A Case Study of Coursera”
- “Exploring the Link between Employee Engagement and Organizational Performance”
- “The Effects of Income Inequality on Social Mobility: A Comparative Analysis of OECD Countries”
- “Exploring the Relationship Between Social Media Use and Mental Health in Adolescents”
- “The Impact of Climate Change on Crop Yield: A Case Study of Maize Production in Sub-Saharan Africa”
- “Examining the Effectiveness of Cognitive Behavioral Therapy for Anxiety Disorders: A Meta-Analysis”
- “An Analysis of the Relationship Between Employee Job Satisfaction and Organizational Commitment”
- “Assessing the Impacts of Wilderness Areas on Local Economies: A Case Study of Yellowstone National Park”
- “The Role of Parental Involvement in Early Childhood Education: A Review of the Literature”
- “Investigating the Effects of Technology on Learning in Higher Education”
- “The Use of Artificial Intelligence in Healthcare: Opportunities and Challenges”
- “A Study of the Relationship Between Personality Traits and Leadership Styles in Business Organizations”.
How to choose Research Paper Title
Choosing a research paper title is an important step in the research process. A good title can attract readers and convey the essence of your research in a concise and clear manner. Here are some tips on how to choose a research paper title:
- Be clear and concise: A good title should convey the main idea of your research in a clear and concise manner. Avoid using jargon or technical language that may be confusing to readers.
- Use keywords: Including keywords in your title can help readers find your paper when searching for related topics. Use specific, descriptive terms that accurately describe your research.
- Be descriptive: A descriptive title can help readers understand what your research is about. Use adjectives and adverbs to convey the main ideas of your research.
- Consider the audience : Think about the audience for your paper and choose a title that will appeal to them. If your paper is aimed at a specialized audience, you may want to use technical terms or jargon in your title.
- Avoid being too general or too specific : A title that is too general may not convey the specific focus of your research, while a title that is too specific may not be of interest to a broader audience. Strive for a title that accurately reflects the focus of your research without being too narrow or too broad.
- Make it interesting : A title that is interesting or provocative can capture the attention of readers and draw them into your research. Use humor, wordplay, or other creative techniques to make your title stand out.
- Seek feedback: Ask colleagues or advisors for feedback on your title. They may be able to offer suggestions or identify potential problems that you hadn’t considered.
Purpose of Research Paper Title
The research paper title serves several important purposes, including:
- Identifying the subject matter : The title of a research paper should clearly and accurately identify the topic or subject matter that the paper addresses. This helps readers quickly understand what the paper is about.
- Catching the reader’s attention : A well-crafted title can grab the reader’s attention and make them interested in reading the paper. This is particularly important in academic settings where there may be many papers on the same topic.
- Providing context: The title can provide important context for the research paper by indicating the specific area of study, the research methods used, or the key findings.
- Communicating the scope of the paper: A good title can give readers an idea of the scope and depth of the research paper. This can help them decide if the paper is relevant to their interests or research.
- Indicating the research question or hypothesis : The title can often indicate the research question or hypothesis that the paper addresses, which can help readers understand the focus of the research and the main argument or conclusion of the paper.
Advantages of Research Paper Title
The title of a research paper is an important component that can have several advantages, including:
- Capturing the reader’s attention : A well-crafted research paper title can grab the reader’s attention and encourage them to read further. A captivating title can also increase the visibility of the paper and attract more readers.
- Providing a clear indication of the paper’s focus: A well-written research paper title should clearly convey the main focus and purpose of the study. This helps potential readers quickly determine whether the paper is relevant to their interests.
- Improving discoverability: A descriptive title that includes relevant keywords can improve the discoverability of the research paper in search engines and academic databases, making it easier for other researchers to find and cite.
- Enhancing credibility : A clear and concise title can enhance the credibility of the research and the author. A title that accurately reflects the content of the paper can increase the confidence readers have in the research findings.
- Facilitating communication: A well-written research paper title can facilitate communication among researchers, enabling them to quickly and easily identify relevant studies and engage in discussions related to the topic.
- Making the paper easier to remember : An engaging and memorable research paper title can help readers remember the paper and its findings. This can be especially important in fields where researchers are constantly inundated with new information and need to quickly recall important studies.
- Setting expectations: A good research paper title can set expectations for the reader and help them understand what the paper will cover. This can be especially important for readers who are unfamiliar with the topic or the research area.
- Guiding research: A well-crafted research paper title can also guide future research by highlighting gaps in the current literature or suggesting new areas for investigation.
- Demonstrating creativity: A creative research paper title can demonstrate the author’s creativity and originality, which can be appealing to readers and other researchers.
About the author
Muhammad Hassan
Researcher, Academic Writer, Web developer
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100+ Research Vocabulary Words & Phrases
The academic community can be conservative when it comes to enforcing academic writing style , but your writing shouldn’t be so boring that people lose interest midway through the first paragraph! Given that competition is at an all-time high for academics looking to publish their papers, we know you must be anxious about what you can do to improve your publishing odds.
To be sure, your research must be sound, your paper must be structured logically, and the different manuscript sections must contain the appropriate information. But your research must also be clearly explained. Clarity obviously depends on the correct use of English, and there are many common mistakes that you should watch out for, for example when it comes to articles , prepositions , word choice , and even punctuation . But even if you are on top of your grammar and sentence structure, you can still make your writing more compelling (or more boring) by using powerful verbs and phrases (vs the same weaker ones over and over). So, how do you go about achieving the latter?
Below are a few ways to breathe life into your writing.
1. Analyze Vocabulary Using Word Clouds
Have you heard of “Wordles”? A Wordle is a visual representation of words, with the size of each word being proportional to the number of times it appears in the text it is based on. The original company website seems to have gone out of business, but there are a number of free word cloud generation sites that allow you to copy and paste your draft manuscript into a text box to quickly discover how repetitive your writing is and which verbs you might want to replace to improve your manuscript.
Seeing a visual word cloud of your work might also help you assess the key themes and points readers will glean from your paper. If the Wordle result displays words you hadn’t intended to emphasize, then that’s a sign you should revise your paper to make sure readers will focus on the right information.
As an example, below is a Wordle of our article entitled, “ How to Choose the Best title for Your Journal Manuscript .” You can see how frequently certain terms appear in that post, based on the font size of the text. The keywords, “titles,” “journal,” “research,” and “papers,” were all the intended focus of our blog post.
2. Study Language Patterns of Similarly Published Works
Study the language pattern found in the most downloaded and cited articles published by your target journal. Understanding the journal’s editorial preferences will help you write in a style that appeals to the publication’s readership.
Another way to analyze the language of a target journal’s papers is to use Wordle (see above). If you copy and paste the text of an article related to your research topic into the applet, you can discover the common phrases and terms the paper’s authors used.
For example, if you were writing a paper on links between smoking and cancer , you might look for a recent review on the topic, preferably published by your target journal. Copy and paste the text into Wordle and examine the key phrases to see if you’ve included similar wording in your own draft. The Wordle result might look like the following, based on the example linked above.
If you are not sure yet where to publish and just want some generally good examples of descriptive verbs, analytical verbs, and reporting verbs that are commonly used in academic writing, then have a look at this list of useful phrases for research papers .
3. Use More Active and Precise Verbs
Have you heard of synonyms? Of course you have. But have you looked beyond single-word replacements and rephrased entire clauses with stronger, more vivid ones? You’ll find this task is easier to do if you use the active voice more often than the passive voice . Even if you keep your original sentence structure, you can eliminate weak verbs like “be” from your draft and choose more vivid and precise action verbs. As always, however, be careful about using only a thesaurus to identify synonyms. Make sure the substitutes fit the context in which you need a more interesting or “perfect” word. Online dictionaries such as the Merriam-Webster and the Cambridge Dictionary are good sources to check entire phrases in context in case you are unsure whether a synonym is a good match for a word you want to replace.
To help you build a strong arsenal of commonly used phrases in academic papers, we’ve compiled a list of synonyms you might want to consider when drafting or editing your research paper . While we do not suggest that the phrases in the “Original Word/Phrase” column should be completely avoided, we do recommend interspersing these with the more dynamic terms found under “Recommended Substitutes.”
A. Describing the scope of a current project or prior research
B. outlining a topic’s background, c. describing the analytical elements of a paper, d. discussing results, e. discussing methods, f. explaining the impact of new research, wordvice writing resources.
For additional information on how to tighten your sentences (e.g., eliminate wordiness and use active voice to greater effect), you can try Wordvice’s FREE APA Citation Generator and learn more about how to proofread and edit your paper to ensure your work is free of errors.
Before submitting your manuscript to academic journals, be sure to use our free AI proofreader to catch errors in grammar, spelling, and mechanics. And use our English editing services from Wordvice, including academic editing services , cover letter editing , manuscript editing , and research paper editing services to make sure your work is up to a high academic level.
We also have a collection of other useful articles for you, for example on how to strengthen your writing style , how to avoid fillers to write more powerful sentences , and how to eliminate prepositions and avoid nominalizations . Additionally, get advice on all the other important aspects of writing a research paper on our academic resources pages .
Your new research website
Building an online presence for your research group that is easy to maintain in the long term, describing your research project.
The goal in trying to improve the web site is to show off the work of the department. This document describes how to write a short piece (extended abstract length) that will allow you to do that. We don’t expect what you produce to perfectly fit the guidelines described here, just for you to keep this specification (and the philosophy behind it) in mind as you compose. If you have any questions at all about this, please don’t hesitate to contact Sunny Bains < [email protected] >.
You should not think of your research project summary as a technical paper, but as an advertisement for your work and your expertise (so that people want to read your publications, collaborate with you, and give you money). The main thing is to get across the importance of what you’re doing, how you are doing it, and the expertise that you and your group have that make you qualified to be able to succeed at it.
However, we don’t want it to be too fluffy. When people within your own field read about the project, we want them to have some idea of how your work differs from your competitors, which may involve getting a little bit technical and/or referring to your publications.
Essentially, you are having to address three different audiences at once. First is a general technical audience (we’ll call it G) consisting of people from very different disciplines: if you are an computer scientist, it may be useful to think of a reader who is a microbiologist. This class of people is important because it includes industrial managers, sponsors, civil servants etc.: people who have technical backgrounds but don’t necessarily have any knowledge that is relevant to your particular work. These are often people who hold purse strings and make employment decisions.
Second is the subset of readers within your general discipline (we’ll call this D): other computer scientists. They have degrees in CS (possibly from many years ago), but their work may be drastically different to yours (for instance, consider someone in machine vision trying to talk to someone working in quantum computing). Finally, there are those people who are actually specialists in your field who want to know the meat of your technological contribution (we’ll call them S).
The formula to please all your audience is very simple. A typical 500-word project description (plus one picture with a short caption and as many references as you want) will normally consist of about five roughly 100-word paragraphs that should be addressed to the following audiences: G, G, D, S, G. For fuller details, the actual content, see the outline—with examples—below.
Finally, as you go along, please think carefully about the publications you want to reference and also, if you can, about any pictures that could be used to illustrate your work. If it’s a diagram and you’re concerned it’s ugly, remember we can have it redrawn for you: the idea is to choose something that really communicates what you’re doing.
Name of the project with important acronyms spelled out (General technical audience)
Keep it short (ten words or fewer), straightforward, and as free from jargon as you can.
FUSE: Floodplain underground sensors
Short description (General technical audience)
This is not an abstract, just a sentence or two summing up what the project is about: the whole thing should be no longer than 35 words. It is going to show up in lists and will always be seen with the name of the project above it. For example:
We are creating enhanced algorithms that perform pattern matching for applications like medical screening and biometric identification. Novel coding allows them to operate orders of magnitude faster than current approaches and with a lower false-positive rate.
Paragraph 1: The problem (General technical audience)
Give the context of your work for a non-specialist. To what general field(s) does your work apply, and why is this field important? What could be achieved in these fields and what issues are holding back this progress? Remember to spell out all acronyms the first time you use them, and to explain all jargon terms that aren’t well understood outside your field.
Please write the main text in the active voice where possible, using the first person or first person plural (“we have developed…”). For instance:
Having to use ionizing radiation for body scans has many disadvantages, particularly related to the safety of both medical staff and patients. It would be ideal if we could use visible light instead: it is simple to generate, poses little risk to humans, and can captured easily using electronic cameras. Unfortunately, however, diffusion of light rays through body tissue mean that the images that emerge are unclear…
Paragraph 2: The set up (General Technical Audience)
From the issues you described in the first paragraph, now pick out the ones that directly relate to your work. How have people tried to solve this/these in the past? Why have these solutions fallen short? What is (briefly) your new solution? For example:
There have been many approaches to the development of micromechanical structures with very high aspect ratios. Most of those in two dimensions have problems of low-yield. For instance, with three-dimensional techniques, such as {techniques and problems here}. To get around these issues, we have been working on a new approach called hybrid structure formation (HSF), that attempts to incorporate the advantages of both and the disadvantages of neither.
Paragraph 3: Your approach (Audience in your discipline)
Having mentioned your approach in the last paragraph, you should now explain the basic concepts behind it and how it works. Here you can be a little more technical, but if you use words that can’t be looked up in a basic scientific dictionary, add some explanation. For example:
Neuromorphic engineering—the building of brain-like structures in silicon—was originally conceived by Carver Mead at the California Institute of Technology.6 It is based on the idea that it is more efficient to use the physics of electronic devices to implement functions directly, rather than to simulate these functions using digital algorithms. This is a particularly advantageous approach for building neural systems as the functions that transistors perform naturally are qualitatively very similar to those in biological neurons…
Paragraphs 4: What you’ve done (Audience in your discipline for paragraph 4, moving to a specialist audience for 5 and 6)
This is the most straightforward section of the article, and the one that is least likely to be a problem. Just very briefly outline what you’ve done and link to the papers where people can find out in detail what this has involved. An easy way to think about this is simply to use one sentence to describe the work that’s been published in a single paper, and to string all the papers/sentences together into a narrative. For example:
Our work has shown that, to maximize performance, AI in embodied systems must be optimized for the specific sensors and actuators of each individual body: not just as designed, but as they work in reality.1 Because sensors and actuators are not digital but analogue, this means that all machines, even built to the same specification, will be different.2 This means that the final optimization must take place through learning on the actual robot or other machine that the intelligence is to control.3 To achieve this we have developed an approach called…
Paragraph 7: Summary and further work (General audience)
Without restating from scratch and explain how the work you’ve just described has changed/progressed the problem you described at the top. Then tell us how you think you can make even further progress. For example:
To make the types of three-dimensional structures we need for next-generation batteries and other devices, the use of surfactants as templates seems promising. So far our results have shown that we can easily make structures at the right scale (5-10nm), in the right types of patterns (such as hexagonal cells), and that are solid enough to be viable in real devices. Our next step will be to show that the new materials can be fabricated in large-enough slabs to be useful in macroscopic products.
Home / Guides / Grammar Guides / Adjectives: Making Everything More Interesting
Adjectives: Making Everything More Interesting
With its multiple types, forms and rules of use, the adjective can be a slippery element of language to master. Get a firm grip on it, however, and you’ll be rewarded with the power to elevate your work to a more engaging, interesting and expressive level.
Adjectives are words that modify (describe) nouns. Adjectives give the reader more specific information about an object’s color, size, shape, material, and more. This guide will help you understand their function so you can use them effectively in your essays and papers.
Additionally, EasyBib Plus’s easy grammar check solution can help improve your essays. With a subscription, you can upload your paper to check for structural or grammatical errors and receive suggestions that may help improve your writing style. It can also check for unintentional plagiarism, help you to cite sources, and generate MLA or APA format citations. If you need to create citations in a different format, our library of resources contains free guides for many more styles .
For information on the structural role these modifiers play in a sentence, you may find this further reading helpful.
Guide Overview
- What is an adjective?
- Types of adjectives
- Which comes first?
- Why they’ll never be lonely
- The unspoken order
- If in doubt, take it out!
- What can an adjective add?
- The wonder word
- Flip reverse with adjectival opposites
- Cool, cooler or the coolest?
- A master of disguise
- Unusual adjective examples
- Still struggling?
What is an Adjective?
As a child, you might have learned that it is a describing word. This adjective definition is correct and, as mentioned above, it can be used to describe, modify or qualify a noun, essentially giving more information about the object, person, place, thing or idea in question.
In its most basic form, it is a single word. However, as the English language is anything but basic, you’ll also want to understand the adjectival clause and phrase—more on those later!
When used well, this essential part of the English language can become your most potent writing ally. They’ll make your writing more specific and lucid, enabling you to convey your ideas in a clear and appealing manner. They add the meat to the bare bones of a sentence!
Struggling with writing in general? Our grammar checker , that comes with EasyBib Plus, can help. You’ll also find lots of additional free resources at EasyBib.com too, including guides for Chicago/Turabian, APA and MLA format . It’s an easy, one-stop online toolkit that can help you understand tricky topics, such as creating an MLA citation for a website or citing an image found online, to make sure that the work you’re handing in for marking doesn’t contain avoidable mistakes that could let you down.
Types of Adjectives
When it comes to learning the different types, some are more interesting than others—however, there’s no picking and choosing with grammar! Let’s take a look at both the fun and the functional, and the part they each play in the English language.
The Exciting
Descriptive adjectives are the grammatical icing on the cake or bubbles in the bathwater. They follow the classic adjective definition of a descriptive word that comes before or after a noun to modify it. Often, you can take them away and the sentence will still technically make sense, although it’s likely to be less informative, thought-provoking, and engaging for the reader.
For example:
The woman was wearing a dress. vs The beautiful woman was wearing a long, white dress.
When it comes before a noun it is known as an attributive adjective .
When it comes after a noun it is known as a predicate adjective . Note that these usually follow a linking verb.
- Attributive — the beautiful woman
- Predicate (also known as predicative) — the woman looked beautiful
To learn more click here or check your paper with EasyBib Plus’s paper checker to ensure that you’re using different aspects of language, including spelling, punctuation, style and word choice, correctly. Otherwise, let’s continue on our exploration of describing words.
Did you know that describing words can also be subjective or objective ?
Objective: A descriptor, based in fact, that will often be quantifiable and measurable. Descriptors of age, color, pattern, size, shape, condition, type, purpose, origin and material are objective. For example: old, red, checked, large, square, clean, four-sided, running (to indicate purpose, e.g., running shoes), French and paper .
Subjective: These words provide opinion-based descriptions which may be open to interpretation. It could be an ‘in the eye of the beholder’ descriptor such as beautiful or ugly . Or it could describe a relative measure such as cheap, best, favorite or cold . Words used to describe an emotion or feeling such as happy or hungry are also subjective.
There are multiple objective and subjective sub-types, so you should be spoiled for choice when choosing that perfect describing word. Find a list of adjectives and the order they should follow further down.
The Essential
Words in this category are more likely to modify (or give information about) a noun than describe it. Take them away, and you’ll often find that you no longer have a fully formed sentence. These are the ‘toothbrush in the bathroom words’—nothing about them is exciting, but they perform an essential function, we use them daily, and we’d be lost without them.
Take articles . They always come before the noun they’re indicating. There are three articles in the English language: a, an, and the. A and an are used to denote non-specific things, while the indicates something specific. The is known as the definite article, while a and an are indefinite articles.
Pass me the book
The word the tells us that the request is for a specific book.
Pass me a book.
A, however, shows that any book will do.
Demonstrative: Similar to the definite article in that they indicate specific things. For example: these, those, this and that.
Indefinite: Similar to the indefinite article in that they indicate non-specific things. For example: any, many, several and few.
Interrogative: Used to ask questions. There are three in the English language: which, what and whose.
Possessive: Indicate that a thing belongs to someone. My, your, his , and our are examples of a possessive adjective.
Numerical: Answer the question “how many?” in a sentence. For example:
She ate six cupcakes.
Which Comes First?
We’ve answered the question, ‘what is an adjective?’. Now let’s look at where they sit in a sentence. Typically, a describing word is a pre-modifier , this means that it comes before the noun, pronoun or the noun phrase that it’s looking to modify. Also known as a prepositive (NOT a preposition , that’s different!) or, as previously mentioned, attributive.
A lovely day
In the case of an indefinite pronoun (someone, something, anybody), however, the descriptor comes after .
Something blue
We’ve also mentioned predicatives that come after the noun they modify and follow a linking verb.
The sky looked blue .
Why They’ll Never Be Lonely
Although a describing word will always be singular (even if the noun is plural), it will never be lonely—it will always team up with a noun or pronoun in a sentence.
The adjective phrase is a phrase that performs the describing or modifying function in a sentence. It can be a string of describing words or it can be an intensifier plus descriptor.
String example:
It was a cold but sunny day.
Intensifier example:
She was very happy.
Coordinates
When one just isn’t enough you can use coordinate adjectives separated by a comma or commas. These are a perfect pairing—or trio or full-on gang—of words used to describe or modify a single noun.
A long, white, lacy dress
Long, white and lacy are coordinates: they are adjectives with a parallel function in describing the dress, and none carries more weight than the others. You can test this by replacing a comma with a conjunction , such as and or but , and checking if the sentence still makes sense.
A long and white and lacy dress A beautiful but expensive dress
Non-Coordinates
In some sentences, however, replacing the commas with conjunctions yields a sentence that no longer makes sense. When this occurs, the describing words are non-coordinate.
If one word holds more weight than the other, they are non-coordinate—also known as cumulative. Another easy way to test this is to switch the words around to see if the sentence still makes sense.
My two red skirts were in the laundry. My two and red skirts were in the laundry. My red two skirts were in the laundry.
Non-coordinates don’t need to be separated by a comma.
The Unspoken Order (mess with this at your peril!)
Native English speakers intuitively follow a particular order when using describing words in a sentence. Intriguingly, many of us aren’t even aware that there is an order, let alone that we’re complying with it.
For those learning English as a foreign language, however, it’s a bit of an uphill battle. To help make sense of it, the following list of adjectives follows the order used when forming sentences:
- Determiner — a, an, the, that, some, six
- Opinion — beautiful, easy, expensive, happy, angry, boring, strange
- Size — large, small, tiny, deep, medium
- Condition/Physical Quality — broken, cold, smooth, rich, poor, sharp, slow, heavy, light
- Age — new, old, seven-year-old, modern, antique
- Shape — round, square, oval, flat
- Color — red, blue, monochrome, bright, dull
- Pattern — striped, spotty, flowery, chevron, plaid
- Origin — American, French, English, public, private
- Material — gold, silver, cotton, silk, wooden
- Type — general, four-sided, wireless
- Purpose/Qualifier — sleeping, frying, hunting, swimming
- Noun — bag, pan, hat, pool, woman, house
- That is a beautiful American house. (opinion + origin + noun)
- It’s a tiny silver ring. (size + material + noun)
- I love smooth, round pebbles. (condition + shape + noun)
Note, however, that the order isn’t entirely set in stone. For example, you might find a list of adjectives that places shape before age.
More resources on this can be found online, including handy downloadable charts. You can also check your word choice, grammar and punctuation with EasyBib Plus.
If in Doubt, Take it Out!
Just because you can use several words to modify one noun doesn’t mean that you should. No one wants their work to be described as ‘wordy’ or ‘flowery’!
Exercise restraint with subjective descriptors like lovely, interesting and beautiful. The ‘show don’t tell’ rule is an oldie but a goodie—rather than telling your reader that something is beautiful, show them what makes it so and trust that they’ll reach the same conclusion.
What Can an Adjective Add?
When you’ve finished trying to say that tongue twister ten times fast, let’s look at what the right word can add to a sentence.
- Opinion — a beautiful dress
- Relative information — a huge house
- Factual information — a red car
- Detail — a shiny floor
- Context — old toys
- Purpose — the dining table
- Character traits — a patient teacher
The Wonder Word
To define adjective solely as a describing word may, arguably, do it a disservice. Used correctly, it’s one of the most capable tools of the English language.
In addition to providing us with the super functional determiners ( a, her, those, that, some, etc.), they can also: clarify and articulate information; alter the meaning or context of a sentence; and turn tedious, flat tales into riveting, page-turning prose.
Here are some examples:
Alter the Meaning of a Sentence
The woman was wearing a dress.
The woman was wearing a long, white wedding dress.
The words long, white and wedding add meaning and clarity in the revised sentence. You could even take away the word wedding and the connotations of a ‘long white dress’ would still remain.
Alter the Context of a Sentence
The girl was playing with old, broken toys.
The girl was playing with shiny, new toys.
These two sentences paint very different pictures, by merely changing the modifiers. If they were the first line of a story, they’d instantly conjure very different assumptions and set different moods.
Convey Information
John opened the door to his apartment.
John opened the door to his expensive, new apartment.
Transform Dull Prose
John opened the door to the house.
A nervous John opened the heavy, creaking door to the spooky, old house.
These wonder words have the power to change the impact of a sentence entirely!
Need more information on a determiner? Check out our determiner page from EasyBib Plus.
Flip Reverse With Adjectival Opposites
These words are masters of transformation, and you’ll see one of their most impressive tricks when you employ them to achieve the opposite meaning or, to add a degree of negativity.
- Positive — my favorite show
- Negative — my least favorite show
- Positive — my teacher is patient
- Negative — my teacher is not patient
Interestingly, you can convey a scale of meaning with this method.
My art teacher is less patient than my music teacher.
Prefixes can also be used to achieve the same result.
- Patient — impatient
- Alcoholic — non-alcoholic
- Kind — unkind
Cool, Cooler or the Coolest?
Not content to present themselves in only one form, the not-so-humble adjectives can also be used to compare two or more nouns. Adjectives have three degrees of comparison: positive, comparative, and superlative.
Positive/Absolute: This is the standard base form of the word. Positive adjectives don’t compare anything. These include words such as sunny, messy, and great , which describe an object in its own right. Other examples are: red, hot, angry .
Comparative: Comparative adjectives compare two or more objects by degree. Adjectives such as sunnier, messier, and greater are comparative.
Most adjectives can be made comparative by adding –er or –ier to the end. You may also need to double the final consonants. For example: Big, bigger, biggest .
In some cases, adjectives must be preceded by comparative terms like more or less . For example: more interesting, less intelligent .
Superlative: Superlative adjectives indicate that a noun has the highest degree of the quality being described. Examples include sunniest, messiest , and greatest.
You can typically make adjectives superlative by adding –est or –iest . Some adjectives, however, must be preceded by most to become superlative.
Irregulars: As seen in the examples above, most degrees of comparison can be formed by adding:
- er and est — bright, brighter, brightest
- r and st — brave, braver, bravest
- Removing the y and adding ier and iest — dry, drier, driest
- By adding words such as more and most
Some, however, don’t like to follow the rules. These words, known as irregulars , express degrees of comparison with sometimes drastic changes in form.
- Little, less, least
- Bad, worse, worst
Forming comparatives or superlatives of words that already express an extreme of comparison is also a sticky subject.
If something is already perfect , can it be more perfect or the most perfect ? There’s a puzzle for the language philosophers among you!
To learn more about and other parts of speech, review our grammar quick guide .
A Master of Disguise
Now here’s where things can get really tricky! Grammar is full of sneaky double agents—a verb or a noun can become a describing word, and a describing word can become a noun or an adverb. Confused? Let’s break it down.
Noun as a Descriptor
Sometimes a noun is used to describe another noun. The first noun then functions as the descriptor.
- Thing — a bar of gold
- Descriptor — a gold necklace
- Thing — basketball
- Descriptor — a basketball player
Compound Nouns
In some cases these then become compound nouns , which are recognized as single words because they need both words to convey their meaning accurately.
- Thing — wedding
- Descriptor — wedding dress — the word wedding modifies the noun dress.
- Compound Noun — wedding dress
Compound nouns can also be formed from a descriptor plus noun or a descriptor plus verb.
- dry -cleaning
- public -speaking
Participles
A participle is a word that has been formed from a verb but functions as a describing word.
- Verb — to run
- Participle — running water — the word running modifies the noun water.
Nominals precede a describing word with the and function as nouns.
- Descriptor — the best singer
- Nominal — the best is yet to come
You’ll notice that the word best is not modifying a noun in this sentence. Instead it is acting as the noun.
Collectives
Collectives are a sub-type of nominals that refer to a group sharing a certain characteristic.
- Descriptor — the old man
- Collective — the old may suffer health problems
Again, the old is acting as a noun to identify a group of people.
Flat Adverbs
A flat adverb doesn’t have the distinctive ‘ly’ on the end of it, which allows it a double function as both adjectives and adverbs.
- the fast car
- he drove fast
The Adjective Clause
This clause functions as a descriptor in a sentence, and includes a verb and a subject. It always begins with a relative pronoun ( who, whom, which, whichever, that, etc ) or a relative adverb ( where, when, why ). It’s a dependent clause, which means that it cannot stand alone as a sentence.
The jacket that Todd bought yesterday looked smart.
Notice that a descriptive clause doesn’t even have to contain a describing word—go figure!
Unusual Adjective Examples
If you’re still struggling with the question ‘what is an adjective?”, seeing examples may help! Or are you searching for a wonder-word that’s sure to impress your lecturer? Our unusual adjectives list might have the inspiration you need.
Adjectives That Start With A
- Abhorrent — offensive
- Abject — unfortunate
- Adamant — unyielding
- Adroit — skilful, clever
- Auspicious — lucky
Adjectives Starting With D
- Decrepit — worn out, ruined
- Dapper — smart dress and mannerisms
- Decorous — good manners and conduct
- Didactic — instructive
- Draconian — harsh
Adjectives That Start With E
- Effulgent — radiant
- Efficacious — having a striking effect
- Equanimous — balanced, calm
- Erratic — prone to sudden change
- Execrable — detestable, very bad
Adjectives That Start With N
- Nebulous — vague, lacking definition
- Necessitous — poor and needy
- Nescient — ignorant
- Nefarious — wicked
- Noxious — harmful, corrosive
Adjectives Starting With P
- Parsimonious — frugal
- Pernicious — harmful, deadly
- Piquant — stimulates taste or mind
- Plucky — brave
- Precipitate — steep, sudden, hasty
Adjectives That Start With U
- Ubiquitous — everywhere at once
- Unvanquishable — invincible, unbeatable
- Uppity — self-important
- Urbane — courteous
- Utilitarian — useful, practical
A thesaurus is your friend! Use one to find an adjective list and stop using the same tired words over and over. You can also check your word choice using EasyBib.
Still Struggling?
If you don’t have adjectives 100% nailed down just yet, or are still finding it difficult to answer the question ‘what are adjectives?’, don’t worry. Grammar is one of the most challenging aspects of the English language to learn, and it’s a long road to mastery. This guide is here to help you along your way, along with others such as our research paper and interjection pages.
An EasyBib Plus subscription comes with a useful online tool for checking grammar . If you want to try it before subscribing, simply upload your paper or essay for a free review with up to 5 grammar suggestions. An EasyBib Plus subscription also allows you to check for information that may need a citation, and offers tools and resources to help you create an MLA annotated bibliography , MLA works cited , and MLA in-text citation .
Don’t let grammar or unintentional plagiarism let you down. EasyBib Plus can help you ensure that you’re handing in your best work every time.
Adjectives starting with A-Z
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- v.15(1); 2015 Mar
Use of Adjectives in Abstracts when Reporting Results of Randomized, Controlled Trials from Industry and Academia
M. soledad cepeda.
1 Janssen Research & Development, LLC, 1125 Trenton Harbourton Road, Titusville, NJ 08560 USA
Jesse A. Berlin
2 Johnson & Johnson Chief Medical Office, 410 George Street, New Brunswick, NJ 08901 USA
Susan C. Glasser
3 Janssen Research & Development, LLC, 920 Rt 202, Raritan, NJ 08869 USA
Wendy P. Battisti
Martijn j. schuemie.
Accurate representation of study findings is crucial to preserve public trust. The language used to describe results could affect perceptions of the efficacy or safety of interventions. We sought to compare the adjectives used in clinical trial reports of industry-authored and non-industry-authored research.
We included studies in PubMed that were randomized trials and had an abstract. Studies were classified as “non-industry-authored” when all authors had academic or governmental affiliations, or as “industry-authored” when any of the authors had industry affiliations. Abstracts were analyzed using a part-of-speech tagger to identify adjectives. To reduce the risk of false positives, the analysis was restricted to adjectives considered relevant to “coloring” (influencing interpretation) of trial results. Differences between groups were determined using exact tests, stratifying by journal.
A total of 306,007 publications met the inclusion criteria. We were able to classify 16,789 abstracts; 9,085 were industry-authored research, and 7,704 were non-industry-authored research. We found a differential use of adjectives between industry-authored and non-industry-authored reports. Adjectives such as “well tolerated” and “meaningful” were more commonly used in the title or conclusion of the abstract by industry authors, while adjectives such as “feasible” were more commonly used by non-industry authors.
Conclusions
There are differences in the adjectives used when study findings are described in industry-authored reports compared with non-industry-authored reports. Authors should avoid overusing adjectives that could be inaccurate or result in misperceptions. Editors and peer reviewers should be attentive to the use of adjectives and assess whether the usage is context appropriate.
Accurate understanding of the efficacy and safety of health interventions is crucial for public health. Major impediments to such understanding include selective reporting of trial results and inadequate reporting of trial results. Publication of only studies that show benefit, known as publication bias, leads to overestimation of the efficacy of interventions. Inadequate reporting of trial results limits the ability of the reader to assess the validity of trial findings [ 1 , 2 ]. The CONSORT initiative [ 3 ] has led to improvements in the quality of reporting of trial results [ 4 , 5 ]. In addition, mandatory registration of clinical trials and mandatory publication of trial results are strategies implemented to diminish the impact of publication bias [ 6 ].
How trial results are described in publications may influence the reader’s perception of the efficacy and safety of interventions. For example, an intervention can be portrayed as beneficial in the publication despite having failed to differentiate statistically from placebo. In this type of bias, called spin bias, the reader is distracted from the non-significant results [ 7 ]. The language used to describe trial results could also affect perceptions of the efficacy or safety of health interventions as well as the quality of the study. We studied the vocabulary used to report trial results and compared it between two authorship groups (industry versus non-industry).
The objective of this study was to compare the adjectives used to report results of clinical trials between industry and non-industry (academia and government). We focused on adjectives because their use adds “color” (potentially biasing interpretation) to the description of study findings.
Inclusion Criteria
We included studies indexed in PubMed that were randomized, controlled trials; assessed humans; had an abstract; and were published in English. The search was conducted on October 7, 2013, without any time limit (all articles present in PubMed until that time). The PubMed query used to identify the studies was “English[lang] AND Randomized Controlled Trial[ptyp] AND humans[MeSH Terms] AND has abstract[text]”.
Classification of Abstracts
Studies were classified as industry-authored or non-industry-authored (academia and government), depending on the affiliation of the authors, using an automated algorithm. To determine the affiliation of an author, the affiliation field in PubMed was used to scan for word patterns indicating an industry (e.g., “janssen”, “johnson & johnson”), academic affiliation (e.g., “university”, “school”) or government (e.g., “centers? for disease control”, “u\\.?s\\.? agency”). Because the PubMed affiliation field contains the affiliation of only one of the authors and therefore could not be used as conclusive evidence in papers written by multiple authors, we supplemented the search for the authors’ affiliation, using PubMed Central ® . PubMed Central is a free full-text archive of biomedical journals and therefore lists the affiliations of each one of the authors of a manuscript. Appendix 1 contains the complete list of patterns used for the abstract classification.
For the abstracts not included in PubMed Central, we developed an algorithm to predict the affiliation of the authors. We assumed that if an author had a particular affiliation in one manuscript, that author would also have that affiliation in any other manuscript written by that author in the same year. Because there are no unique identifiers for authors in PubMed, we used an author name disambiguation algorithm similar to Authority [ 8 ], which models the probability that two articles sharing the same author name were written by the same individual. The probability was estimated using a random forest [ 9 ] classifier using these features as input: length of author name, author name frequency in Medline, similarity in MeSH terms, words in the title or words in the abstract, whether the paper was in the same journal, overlap of other authors, and time between publication in years. The classifier was trained on a set where positive cases were identified using author e-mail addresses (only available for very few authors), and negative controls cases were identified based on mismatch in author first name. The probability was subsequently used in a greedy cluster algorithm to group all papers by an author.
An abstract was classified as non-industry-authored when all authors of the publication had academic or government affiliations. An abstract was classified as industry-authored when any of the authors in the publication had an industry affiliation. Publications in which the algorithm found none of the patterns to classify an author, or found an author with affiliations to both industry and academia or government, were excluded from the analysis.
To assess the accuracy of the algorithm that predicted author affiliation, we selected a random sample of 250 abstracts and manually checked the affiliation of each one of the authors in the full manuscript and compared these results with the algorithm’s classification.
Adjective Selection
To compare the use of language between industry and non-industry authors, we downloaded the Medline database. The abstracts that met the inclusion criteria were run through the part-of-speech tagger of OpenNLP [ 10 ], which allowed us to classify the adjectives. OpenNLP uses the Penn Treebank tagset, and we considered all tokens with tags JJ (adjective), JJR (adjective, comparative) and JJS (adjective, superlative) [ 11 ]. OpenNLP is an open-source machine learning-based toolkit for the processing of natural language text, made available by the Apache Foundation. It has an overall accuracy of around 97 % [ 12 ]. We focused on abstracts because more people read the abstract than the whole article, and because only abstracts are available in Medline.
After extracting all adjectives from the abstracts, we selected a set of adjectives we considered relevant to coloring the results of a trial. This selection was performed independently by two authors (MSC and MS), after which discrepancies were resolved in conference. All subsequent analyses were limited to this set to reduce the risk of false positives. Examples of excluded adjectives are “viscous” and “intellectual”. The list of adjectives included and excluded is shown in Appendix 2 .
Location in the Abstract
To locate where in the abstract the differences in adjective use occurred, we looked separately at the title and conclusion. The title is clearly identified in PubMed records. For unstructured abstracts, the conclusion was considered to be in the last two sentences of the abstract. Sentences were detected using the OpenNLP toolkit [ 10 ].
To determine whether an adjective was used more often by industry or non-industry authors, we used an exact test for contingency tables [ 13 ], stratifying by journal to adjust for any differences in language in the different journals. This test is similar to the well-known Mantel–Haenszel test in that it tests for an overall difference between groups through differences within strata, but it uses an exact method, making it more robust for small numbers within each stratum. We further restricted the adjectives to those that were present in at least 100 papers in our final data set. Because of the large number of tests, we corrected for multiple testing, using Holm’s technique [ 14 ].
We also calculated a relative estimate. Values >1 mean that industry uses that adjective more. Values <1 mean that the adjective is used more often by academia and government. A value of exactly 1.0 would indicate equal use by both groups of authors. We report 95 % confidence intervals (CIs), but these intervals are not adjusted for multiple testing.
We further computed the average number of “colored” adjectives used in the title and abstract, where any adjective that was used multiple times in an abstract was counted multiple times. For this analysis, we used all adjectives we considered relevant, including those that appeared in fewer than 100 articles.
Source of Funding
Using authors’ affiliation is one way to classify studies as either industry or non-industry. Funding of the study is another way. PubMed identifies financial support of the research, but it would only allow for a US-government and non-US-government funding classification. Sources of financial support are often listed in the full manuscript. For the subset of abstracts that had the full-text articles in PubMed Central, we identified the source of funding and then compared that classification with our affiliation-based classification to provide an estimate of the degree of potential discordance. For example, a trial conducted by an academic institute may be authored by academicians only but funded by a pharmaceutical company. Under the affiliation classification, the research would be considered as non-industry, while under the sponsorship classification, it would be considered as industry. Because the information was only available for a limited number of abstracts, we could not conduct sensitivity analyses, but we are reporting the findings.
A total of 306,007 publications met the inclusion criteria. We were able to classify 16,789 abstracts; 9,085 were classified as industry, and 7,704 were classified as non-industry. The algorithm correctly identified 235 of the 250 manuscripts sampled for accuracy (15 were incorrectly assessed as non-industry-authored), indicating that the accuracy of the classifying algorithm was 94 % with a Kappa value of 0.88 (Table 1 ).
Table 1
Assessment of the accuracy of the automated algorithm to classify abstracts as “industry-authored” and “non-industry-authored”, compared with a manual classification, in a subsample of abstracts
The abstracts were published from 1981 to 2013, and 92.5 % were published in 2000 or after. The abstracts were published in 1,788 journals, and 50 % were published in 98 journals. Appendix 3 provides the list of journals, with the number of abstracts by journal.
The 16,789 abstracts had a total of 4,690 adjectives: 298 were considered relevant by both of the authors (see Appendix 4 ), and 72 adjectives were present in at least 100 papers in our final data set and were analyzed (Table 2 ). With few exceptions, these were positive adjectives.
Table 2
Adjectives in the final analysis, with the numbers of abstracts in which each adjective appears
The use of adjectives differed between industry and non-industry (Table 3 ). Ten adjectives located in the title or conclusion, and 15 adjectives located anywhere in the abstract, had relative use values >1, indicating preferential use by industry. Most notably, adjectives such as “well tolerated” and “meaningful” were more commonly used by industry-authored reports in the title or conclusion of the abstracts [relative use 5.20 (CI 2.73–10.03) and 3.08 (CI 1.73–5.44), respectively], whereas adjectives such as “feasible” were more commonly used in abstracts classified as non-industry-authored [relative use 0.34 (CI 0.18–0.6)]. Adjectives such as “successful” and “usual” were also more commonly used by non-industry, when considering the abstract overall [relative use 0.46 (CI 0.31–0.68) and 0.40 (CI 0.30–0.53), respectively] (Table 3 ).
Table 3
Adjectives favored by industry or non-industry (academia and government) by location in the abstract
The numbers represent a relative estimate: >1 means favored by industry; <1 means favored by non-industry. The adjectives shown in bold text are more commonly used by non-industry authors
All of the adjectives in this table are statistically significant between industry and non-industry after adjustment for multiple testing
Confidence intervals are not adjusted for multiple testing
Results are stratified by journal to adjust for differences in language in the different journals
Examples of the contexts in which the adjectives were used in the title or conclusion of the abstract are presented in Table 4 .
Table 4
Selected examples of the context of adjective use in the abstract
On average, there were 2.6 “colored” adjectives in each abstract, and this number was the same for both industry-authored and non-industry-authored research.
When we estimated the degree of potential discordance between abstracts classified by author affiliation or by source of funding, we found that of the 16,789 abstracts that we could classify as industry-authored or non-industry-authored research, only 189 (1.1 %) had the full text available in PubMed Central and disclosed either partial or total funding by industry; 16 % of these studies were classified as being from non-industry when looking at authors’ affiliations.
There are differences in the adjectives used when study findings are described in industry-authored compared with non-industry-authored reports. Certain adjectives are five times more commonly used by industry, although, on average, both groups of authors use the same number of “colored” adjectives.
The differences in the adjectives used that were noted in the present study support anecdotal evidence about the way results of clinical trials are reported by industry. The Medical Publishing Insights and Practices (MPIP) initiative in 2012 recommended avoiding broad statements such as “generally safe and well tolerated” [ 15 ] when reporting trial results—precisely the type of adjectives we found were more commonly used by industry. The MPIP initiative was founded by members of the pharmaceutical industry and the International Society for Medical Publication Professionals to elevate trust, transparency, and integrity in publishing industry-sponsored studies. Describing an intervention as “well tolerated”, which is the adjective with the largest use in industry-authored manuscripts compared with academic or government-authored manuscripts—although accurate in certain circumstances, considering the nature of the trials conducted by industry—might not be generalizable to the broader population when the trial is small, when relatively “healthy” or “stable” participants are recruited (compared with the broader population with the target indication), or when the follow-up is short.
The use of those adjectives (such as “acceptable”, “meaningful”, “potent”, or “safe”) more commonly present in industry-authored reports than in non-industry-authored reports could suggest that industry-authored reports tend to focus on the positive aspects of the health intervention being evaluated. However, the differences in adjective use could also reflect variations in the types of trials conducted by industry and academic or governmental institutions. Industry studies tend to focus on drugs or devices, while non-industry work is likely to be more inclusive of other types of heath interventions. By controlling for journal, we adjusted partially for potential differences in the studies.
We used the affiliation of the authors to classify publications as industry-authored and non-industry-authored. Even if one author out of many was from industry, the paper was classified as industry-authored. Although this approach could seem extreme, it has also been recommended by others [ 16 ]. It might seem preferable to look at the source of funding instead of the author affiliation; however, this approach too has its shortcomings. Funding mechanisms are complex, some journals do not report funding sources, full reporting of all sources of financial support is not complete, and there are different levels of support, from unrestricted educational grants to support that includes input of the manufacturers into trial designs, conduct of the analysis and publication [ 16 , 17 ]. We assessed how many of the abstracts in which the full manuscript reported support from industry were classified as being non-industry in origin. We found that 16 % of those papers with industry support were classified as being from non-industry. It is difficult to predict the direction of bias related to any potential misclassification because of the shortcomings listed above, but in the worst-case scenario, it would lead to an underestimation of the relative measure and consequently to a smaller set of adjectives because of loss of power.
The results of this study are based on assessing the abstract instead of the full paper. Many readers just read the abstract of the published article and may be influenced by it, so we argue that it is an important place to look for differences in reporting style. The results of a study that assessed the impact of “spin” on interpretation of cancer trials showed that clinicians’ interpretation was affected by reading the abstracts of the trials [ 18 ]. In addition, the study focused on randomized, controlled trials, thus the findings may not apply to other types of study designs.
The present study was limited to counting adjectives and assessing the difference in those counts in industry-authored and non-industry-authored reports. Although we have provided some examples to illustrate how they were used, the study ignored the context of the usage. A thematic analysis could allow detection of patterns, and a critical review of the full text of the paper could determine whether the use of the adjectives was indeed appropriate in view of the data or what it is known in the field.
We assessed a very large number of abstracts and found differences in how study findings are described by industry-affiliated authors as compared with non-industry-affiliated authors. The language used to describe trial results could affect perceptions of the efficacy or safety of health interventions. Authors should avoid overusing adjectives that could be inaccurate or potentially lead to misperceptions. Editors and peer reviewers should be attentive to the use of adjectives in the abstract (and the manuscript in its entirety) and assess whether their use is appropriate.
Acknowledgments and declaration of competing interests
All authors are employees of Janssen Research & Development, LLC, except for Jesse A. Berlin, who is an employee of Johnson & Johnson, the parent company of Janssen Research & Development, LLC.
Author Contributions
MSC: study conception and design, interpretation of study findings, manuscript preparation.
JAB: interpretation of study findings, revising manuscript critically for important intellectual content.
SCG: interpretation of study findings, revising manuscript critically for important intellectual content.
WPB: interpretation of study findings, revising manuscript critically for important intellectual content.
MS: study design and execution, analysis, interpretation of study findings, manuscript preparation.
All authors read and approved the final manuscript.
Appendix 1: Industry and academic/governmental affiliation patterns
Patterns with symbols represent standard regular expressions (a pattern used to search for text)
Appendix 2: All adjectives present in the analyzed abstracts
17beta-estradiol
1-compartment
25-hydroxyvitamin
2-compartment
3-dimensional
3-hydroxy-3-methylglutaryl
3-treatment
5alpha-reductase
5-fluorouracil
5-hydroxyindoleacetic
5-hydroxymethyl
5-hydroxytryptamine
5-lipoxygenase
µ-opioid
abatacept-treated
abbreviated
abiraterone
accompanying
acetylsalicylic
acid-related
acid-suppressive
active-comparator-controlled
active-control
active-controlled
activity-related
acute-phase
adalimumab-treated
adjudicated
administrative
adp-induced
advantageous
aerosolized
aforementioned
african-american
age-adjusted
age-appropriate
age-dependent
age-matched
age-related
age-specific
alcohol-dependent
alcohol-free
alcohol-related
aldosterone
alendronate
allergen-specific
all-patients-treated
alpha-linolenic
alternative
amino-terminal
aminotransferase
amodiaquine
anaesthetic
anastomotic
anastrozole
anchor-based
anesthetized
angiographic
angioplasty
angiotensin-converting
ankle-brachial
antagonistic
anteroposterior
anthropometric
antianginal
anti-angiogenic
antiarrhythmic
anti-atherogenic
antibacterial
anticalculus
anticholinergic
anticipated
anticipatory
anti-circumsporozoite
anticoagulant
antidepressant
antidepressive
antidiabetic
anti-diabetic
antiepileptic
anti-factor
antifracture
antigen-specific
antihistamine
anti-hpv-16
antihyperglycaemic
antihyperglycemic
antihypertensive
anti-hypertensive
antiinflammatory
anti-inflammatory
anti-influenza
anti-interleukin-1ß
antimalarial
anti-malarial
antimicrobial
antimigraine
antimuscarinic
antimycobacterial
antineoplastic
antinociceptive
antioxidant
antioxidative
antiparkinsonian
anti-plaque
antiplatelet
anti-platelet
antipsychotic
antipyretic
antiresorptive
antiretroviral
anti-retroviral
antiretroviral-experienced
antiretroviral-naïve
antiretroviral-naive
antirheumatic
anti-rheumatic
antisecretory
antithrombin
antithrombotic
anti-tnf-alpha
anti-tumour
apolipoprotein
appreciable
appropriate
approximate
arachidonic
ar-c124910xx
arginine-stimulated
aripiprazole
aripiprazole-treated
artemether-lumefantrine
artemisinin-based
arteriovenous
artesunate-amodiaquine
arthroplasty
arthroscopic
as03a-adjuvanted
as03-adjuvanted
as04-adjuvanted
ascending-dose
aspirin-treated
assessor-blind
assessor-blinded
associative
asthma-related
asthma-specific
asymptomatic
atenolol-based
atherogenic
atherosclerotic
atherothrombotic
atomoxetine
atomoxetine-treated
atorvastatin
atp-binding
atrioventricular
attentional
attributable
autobiographical
ß
ß2-agonist
ß-cell
azithromycin
bactericidal
bacteriologic
bacteriological
basal-bolus
baseline-adjusted
baseline-corrected
baseline-to-endpoint
behavioural
best-corrected
beta2-agonist
beta-adrenergic
beta-agonist
beta-carotene
beta-haemolytic
between-patient
between-subject
bidirectional
biexponential
b-inactivated
binding-adjusted
bioavailable
biochemical
bioelectrical
bioequivalent
biomechanical
biopsy-confirmed
biopsy-proven
bioresorbable
bisphosphonate
biventricular
bladder-related
blend-a-med
blinded-endpoint
bone-specific
bp-lowering
brain-derived
broad-spectrum
bronchoalveolar
bronchodilatory
bronchopulmonary
bronchoscopic
bupivacaine
caffeinated
cancer-related
cancer-specific
cannabinoid
capsaicin-induced
carbohydrate
carcinoembryonic
cardiometabolic
cardioprotective
cardiopulmonary
cardiorespiratory
cardio-respiratory
cardiovascular
care-as-usual
castration-resistant
categorical
catheter-related
cause-specific
ccr5-tropic
cefaclor-treated
cell-derived
cell-mediated
centralised
centralized
cerebrospinal
cerebrovascular
cerivastatin
certolizumab
cervicovaginal
challenging
characteristic
chemotherapeutic
chemotherapy-induced
chemotherapy-naive
chiropractic
chi-squared
chloroquine
cholesterol-lowering
cholinergic
ciprofloxacin
circumferential
circumsporozoite
cisplatin-induced
clarithromycin
clinic-based
clinician-administered
clinician-rated
clopidogrel
clopidogrel-treated
closed-loop
cluster-randomised
cluster-randomized
coadministered
co-administered
cochran-mantel-haenszel
coefficient
cognitive-behavioral
cognitive-behavioural
cold-adapted
collaborative
collagen-induced
colonoscopy
colony-forming
colony-stimulating
colposcopic
comfortable
community-acquired
community-based
community-dwelling
community-living
comparative
comparator-controlled
comparator-treated
compartmental
compensated
compensatory
competitive
complementary
complicated
comprehensive
compromised
computational
computer-assisted
computer-based
computer-generated
computerised
computerized
computer-tailored
concentrated
concentration-dependent
concentration-effect
concentration-time
concentration-versus-time
concomitant
conditional
condition-specific
confirmative
confirmatory
conflicting
confounding
conjunctival
consecutive
consensus-based
conservative
considerable
constitutional
constraint-induced
contemporary
contraceptive
contradictory
contralateral
contrast-enhanced
controversial
conventional
cooperative
coordinated
corresponding
corticospinal
corticosteroid
cost-effective
cost-saving
counterbalanced
cross-clade
cross-cultural
cross-linked
cross-reactive
cross-sectional
crystalloid
culture-confirmed
culture-positive
cyclooxygenase-2
cyclo-oxygenase-2
cyclophosphamide
cyclosporine
cytogenetic
cytological
cytoplasmic
d-amphetamine
dapagliflozin
darifenacin
data-driven
d-conjugate
debilitating
decaffeinated
decision-making
declarative
decompensated
degenerative
deleterious
demographic
demonstrable
denosumab-treated
depression-related
dermatological
dermatology-specific
descriptive
desloratadine
desvenlafaxine
detrimental
devastating
developmental
dexlansoprazole
dextromethorphan
diabetes-related
diabetes-specific
dichotomous
diet-induced
diet-treated
differential
differentiate
differentiated
difficult-to-treat
dihydroartemisinin-piperaquine
diphtheria-tetanus-acellular
dipropionate
direct-acting
directional
dirithromycin-treated
disadvantaged
disappointing
discernible
discontinued
discriminant
discriminative
discriminatory
disease-free
disease-modifying
disease-related
disease-specific
dispersible
dispositional
disproportionate
dissatisfied
disseminated
dissociable
distinctive
distressing
distribution-based
docosahexaenoic
doctor-patient
dopaminergic
dorsolateral
dorzolamide
dorzolamide-timolol
dose-adjusted
dose-dependent
dose-effect
dose-escalating
dose-finding
dose-independent
dose-limiting
dose-linear
dose-normalized
dose-proportional
dose-ranging
dose-related
double-blind
double-blinded
double-dummy
double-masked
down-regulated
doxorubicin
drug-eluting
drug-induced
drug-naïve
drug-related
drug-resistant
dsm-iv-defined
dsm-iv-tr-defined
dual-chamber
dual-energy
dual-therapy
duloxetine-treated
dutasteride
dysfunctional
dyslipidemic
early-onset
early-phase
early-stage
echocardiographic
educational
effect-site
effervescent
efficacious
eicosapentaenoic
electrocardiographic
electrochemical
electroconvulsive
electroencephalographic
electrolyte
electromagnetic
electromyographic
electrophysiological
enantioselective
encapsulated
encouraging
end-diastolic
end-expiratory
end-of-study
endometrial
endothelial
endothelium-dependent
endotracheal
endovascular
end-systolic
energy-restricted
english-speaking
enteric-coated
enterohepatic
environmental
enzyme-linked
eosinophilic
epidemiological
equianalgesic
er-positive
erythrocyte
erythromycin
erythromycin-treated
erythropoiesis-stimulating
erythropoietic
esomeprazole
established
euglycaemic
euglycemic-hyperinsulinemic
evaluator-blind
evaluator-blinded
event-driven
event-related
every-2-week
evidence-based
evolutionary
exacerbated
exaggerated
examiner-blind
examiner-blinded
exercise-based
exercise-induced
exercise-related
experienced
experimental
explanatory
explorative
exploratory
exponential
extracellular
extracorporeal
extrahepatic
extrapyramidal
extravascular
face-to-face
facilitated
facility-based
fall-related
false-positive
family-based
family-focused
fda-approved
fenofibrate
fesoterodine
fexofenadine
fibrinolytic
fidaxomicin
fifty-eight
filamentous
film-coated
finasteride
first-degree
first-episode
first-generation
first-in-class
first-in-human
first-in-man
first-order
first-phase
five-period
flexible-dose
flow-mediated
fluconazole
fluorescent
fluoroscopic
fluoxetine-treated
follicle-stimulating
followed-up
food-effect
force-titrated
formula-fed
forty-eight
four-period
four-treatment
fractionated
free-living
free-radical
fulvestrant
fundamental
gag-specific
gamma-aminobutyric
gastroduodenal
gastroesophageal
gastrointestinal
gastro-intestinal
gastrointestinal-related
gastro-oesophageal
gelatinase-associated
gel-forming
genant-modified
gender-matched
generalisable
generalised
generalizable
generalized
gene-related
genome-wide
geographical
gestational
gh-deficient
gh-releasing
glaxosmithkline
glucagon-like
glucocorticoid
glucocorticoid-induced
glucodynamic
glucoregulatory
glucose-6-phosphate
glucose-dependent
glucose-lowering
glucose-related
glucose-stimulated
glutamatergic
glycosylated
goal-directed
g-protein-coupled
gram-negative
gram-positive
granulocyte
group-based
guideline-based
gynaecological
gynecological
h2-receptor
haematological
haemodynamic
haemoglobin
haemophilus
haemostatic
haloperidol
haloperidol-controlled
haloperidol-treated
hbeag-positive
hcv-infected
head-to-head
health-care
health-promoting
health-related
heartburn-free
heat-sensitive
hematological
hematopoietic
hemodynamic
hemorrhagic
hepatocellular
heptavalent
her2-negative
her2-positive
heterogeneous
heterologous
heterosexual
heterozygous
hierarchical
high-calcium
high-calorie
high-carbohydrate
high-density
high-energy
higher-dose
higher-order
high-intensity
high-performance
high-pressure
high-protein
high-quality
high-resolution
high-sensitivity
high-throughput
hippocampal
histological
histomorphometric
histopathological
hiv-1-infected
hiv-infected
hiv-negative
hiv-positive
hiv-related
hiv-seronegative
hiv-specific
homeopathic
homeostatic
homogeneous
hormone-receptor-positive
hormone-sensitive
hospital-acquired
hospital-based
hospitalized
human-bovine
hydrochloride
hydrochlorothiazide
hydrocodone
hydrophilic
hydroxyapatite
hydroxyapatite-coated
hydroxychloroquine
hydroxynefazodone
hypercholesterolaemic
hypercholesterolemic
hyperglycaemic
hyperglycemic
hyperinsulinaemic
hyperinsulinemic
hyperinsulinemic-euglycemic
hyperlipidemic
hypertensive
hypertrophic
hypocaloric
hypoglycaemic
hypoglycemic
hypogonadal
hypotensive
hypothalamic
hypothalamic-pituitary-adrenal
hypothesized
hypothetical
ibandronate
ifnß-1b
ige-mediated
il-1ß
iloperidone
immediate-release
immune-mediated
immune-related
immunocompetent
immunocompromised
immunogenic
immunohistochemical
immunologic
immunological
immunomodulatory
immunoreactive
immunosorbent
immunostimulatory
immunosuppressant
immunosuppressive
immunotherapy
implantable
implementation
inactivated
inadvertent
inappropriate
inattentive
incompatible
inconclusive
incongruent
inconsistent
incontinent
incorporate
incorporated
incorporating
incremental
indacaterol
independent
indistinguishable
individualised
individualized
individual-level
individually-tailored
indocyanine
indomethacin
industrialized
ineffective
inefficient
inexpensive
inexperienced
infection-related
inflammatory
infliximab-treated
influential
influenza-like
informational
informative
infusion-related
inhalational
inhibitor-1
inhibitor-based
in-hospital
injection-site
insecticide-treated
insensitive
insignificant
inspiratory
instantaneous
institutional
instructional
instructive
instrumental
instrumented
insufficient
insulin-dependent
insulinemic
insulin-independent
insulin-induced
insulin-like
insulin-mediated
insulin-naïve
insulin-naive
insulinogenic
insulin-resistant
insulin-sensitizing
insulin-stimulated
insulin-treated
integrative
intellectual
intentional
intention-to-treat
intent-to-treat
interactive
intercellular
interchangeable
intercompartmental
intercostal
interdisciplinary
interesting
interferon-inducible
interindividual
inter-individual
interleukin
interleukin-1
interleukin-10
interleukin-1ß
interleukin-2
intermediate
intermediate-acting
intermittent
international
internet-based
internet-delivered
interpatient
inter-patient
interpersonal
interpretable
interproximal
interquartile
interrupted
interstitial
intersubject
inter-subject
interventional
interview-based
intolerable
intraabdominal
intra-abdominal
intra-arterial
intraarticular
intra-articular
intracellular
intracerebral
intracoronary
intracortical
intracranial
intractable
intracytoplasmic
intradermal
intraepithelial
intragastric
intrahepatic
intraindividual
intra-individual
intramuscular
intramyocellular
intraocular
intraoperative
intra-operative
intraperitoneal
intrapulmonary
intrasubject
intra-subject
intrathecal
intratumoral
intrauterine
intravaginal
intravascular
intravenous
intraventricular
intravitreal
in-treatment
investigational
investigative
investigator-administered
investigator-blind
investigator-blinded
investigator-initiated
investigator-rated
involuntary
iontophoretic
iop-lowering
ipsilateral
irrespective
irreversible
isoenergetic
isosorbide-5-mononitrate
kaplan-meier
ketoconazole
laboratory-based
laboratory-confirmed
lactobacilli
lactobacillus
lamotrigine
lansoprazole
laparoscopic
large-scale
laropiprant
laryngoscopy
last-observation-carried-forward
latanoprost
latin-square
ldl-cholesterol
ldl-c-lowering
least-square
leisure-time
lersivirine
life-threatening
lipid-altering
lipid-lowering
lipid-modifying
live-attenuated
locoregional
logarithmic
log-transformed
long-acting
longer-term
longitudinal
long-lasting
long-standing
loracarbef-treated
low-calorie
low-carbohydrate
low-density
low-glycemic
low-intensity
low-molecular-weight
lumiracoxib
lymphoblastic
lymphoproliferative
macronutrient
macrovascular
maladaptive
malaria-endemic
malaria-naïve
malnourished
mammographic
manipulative
mantel-haenszel
mathematical
maximum-tolerated
meal-induced
meal-related
mechanism-based
mechanistic
mediastinal
medication-free
medium-term
meningococcal
metered-dose
metformin-treated
methicillin-resistant
methicillin-susceptible
methodological
methotrexate
methotrexate-naive
metronidazole
metropolitan
mf59-adjuvanted
microbiologic
microbiological
microcirculatory
micronutrient
microscopic
microvascular
middle-aged
migraine-associated
migraine-related
migraine-specific
mild-moderate
mild-to-moderate
mindfulness-based
mini-mental
mitochondrial
mitogen-activated
mixed-effect
mixed-effects
mixed-model
mobile-bearing
model-based
moderate-dose
moderate-fat
moderate-intensity
moderate-to-severe
moderate-to-vigorous
moisturizing
monocentric
mononuclear
monotherapy
monounsaturated
monoxide-confirmed
montelukast
morphine-induced
morphological
morphometric
motivational
moxifloxacin
multicenter
multi-center
multicentered
multicentre
multi-centre
multicentric
multicompartmental
multicomponent
multi-component
multidimensional
multidisciplinary
multi-disciplinary
multidrug-resistant
multi-ethnic
multifaceted
multi-faceted
multifactorial
multi-factorial
multifunctional
multi-institutional
multikinase
multi-level
multinational
multinomial
multiple-ascending
multiple-choice
multiple-dose
multi-professional
multi-stage
multitargeted
multivalent
multivariable
multivariable-adjusted
multivariate
multivariate-adjusted
musculoskeletal
mycobacterial
mycophenolate
mycophenolic
myelodysplastic
myelogenous
naïve
nasogastric
nasopharyngeal
nateglinide
natriuretic
naturalistic
near-infrared
near-maximal
neoadjuvant
neovascular
neuraminidase
neurobehavioral
neurobiological
neurochemical
neurocognitive
neurodevelopmental
neuroendocrine
neurohormonal
neuroimaging
neuroleptic
neurological
neuromuscular
neuropathic
neurophysiological
neuroprotective
neuropsychiatric
neuropsychological
neurosensory
neurosurgical
neurotrophic
neurovascular
neutralizing
neutropenic
next-generation
niacin-induced
ninety-eight
nnrti-resistant
nociceptive
node-positive
nonadherent
nonadjuvanted
non-adjuvanted
nonalcoholic
non-alcoholic
non-blinded
non-clinical
non-communicable
noncomparative
noncompartmental
non-compartmental
non-coronary
nondepressed
nondiabetic
non-diabetic
non-disabled
non-dominant
non-elderly
non-exercise
non-hematological
non-high-density
non-hispanic
non-hodgkin
noninfectious
noninferior
non-inferior
non-inferiority
non-inflammatory
non-insulin
non-insulin-dependent
non-intervention
noninvasive
non-invasive
non-japanese
non-malignant
non-medical
nonmetastatic
non-neuropathic
nonnucleoside
non-nucleoside
non-palpable
nonparametric
non-parametric
non-peptide
non-pharmaceutical
nonpharmacological
non-pharmacological
non-platinum
nonpregnant
non-pregnant
non-prescription
nonprogressive
non-progressive
nonpsychotic
non-randomised
nonrandomized
non-randomized
non-responder
non-response
nonresponsive
nonselective
non-selective
non-serious
nonsignificant
non-significant
non-small-cell
non-smoking
nonspecific
non-specific
nonsquamous
non-squamous
nonsteroidal
non-steroidal
nonstructural
non-st-segment
non-supervised
nonsurgical
non-surgical
non-tailored
non-traumatic
non-treatment
nontypeable
non-typeable
non-vaccine
nonvertebral
noradrenergic
norepinephrine
norethindrone
norethisterone
norfloxacin
norgestimate
normal-weight
normotensive
no-treatment
n-telopeptide
nulliparous
nurse-delivered
nutritional
obesity-related
objectively
observational
observer-blind
observer-blinded
observer-masked
obsessive-compulsive
obstetrical
obstructive
occupational
oesophageal
office-based
olanzapine-fluoxetine
olanzapine-treated
oligonucleotide
omalizumab-treated
once-monthly
once-weekly
once-yearly
one-compartment
on-treatment
open-labeled
operational
opioid-induced
opioid-related
opportunistic
oppositional
opsonophagocytic
orbitofrontal
organisational
organizational
oropharyngeal
orthopaedic
orthostatic
oscillatory
oseltamivir
osteoporotic
out-of-pocket
out-patient
overlapping
over-the-counter
oxaliplatin
oxaliplatin-based
oxygen-derived
p450-mediated
pain-related
paliperidone
paper-based
paradoxical
parallel-arm
parallel-group
parasitological
parasympathetic
parent-child
parent-focused
parent-reported
paroxetine-controlled
particulate
patellofemoral
pathological
pathophysiological
patient-blinded
patient-centered
patient-centred
patient-controlled
patient-level
patient-perceived
patient-rated
patient-related
patient-reported
patient-specific
pcr-corrected
peak-to-trough
peak-trough
pedometer-based
pegfilgrastim
penetrating
pentavalent
perceptible
percutaneous
performance-based
periodontal
perioperative
peri-operative
periprocedural
periprosthetic
per-patient
per-protocol
personalised
personalized
pertussis-inactivated
p-glycoprotein
pharmaceutical
pharmacist-led
pharmacodynamic
pharmacoeconomic
pharmacogenetic
pharmacogenomic
pharmacokinetic
pharmacokinetic-pharmacodynamic
pharmacologic
pharmacological
pharmacoscintigraphic
ph-dependent
phospholipid
phosphorylated
photodamaged
photodynamic
photographic
physician-assessed
physician-patient
physicochemical
physiologic
physiological
physiotherapy
placebo-adjusted
placebo-controlled
placebo-corrected
placebo-subtracted
placebo-treated
platelet-rich
platinum-based
platinum-sensitive
pleiotropic
pneumococcal
point-of-care
polymorphic
polysomnographic
polyunsaturated
population-based
population-level
population-specific
posaconazole
positive-controlled
postabsorptive
post-baseline
post-brushing
post-challenge
post-discharge
post-dosing
posterolateral
post-exercise
post-exposure
postherpetic
post-intervention
postmenopausal
post-menopausal
postmenstrual
postoperative
post-operative
postoperatively
post-operatively
postprandial
post-prandial
post-primary
postprocedural
post-stroke
postsurgical
posttherapy
post-therapy
post-training
post-transplant
posttraumatic
post-traumatic
post-treatment
practice-based
pramlintide
pramlintide-treated
pravastatin
pre-brushing
precancerous
preclinical
pre-clinical
pre-defined
predetermined
pre-determined
predictable
prednisolone
predominant
pre-emptive
pre-erythrocytic
pre-exercise
pre-existing
preference-based
preferential
pregabalin-treated
prehospital
prehypertensive
pre-intervention
preliminary
premalignant
premenopausal
premenstrual
preoperative
pre-operative
prepandemic
preparatory
pre-planned
preprandial
pre-pregnancy
prepubertal
preservative-free
prespecified
pre-specified
pressurised
pressurized
presumptive
presystemic
pretreatment
pre-treatment
pre-vaccination
preventable
preventative
prime-boost
primiparous
print-based
probabilistic
problematic
problem-solving
procedure-related
professional
profibrinolytic
progression-free
progressive
proinflammatory
pro-inflammatory
prolactin-related
proliferative
proliferator-activated
propellant-free
prophylactic
proportional
proprietary
proprioceptive
prospective
prospectively
prostate-specific
protease-activated
prothrombin
protocol-defined
protocol-specified
prototypical
provisional
provocative
psychiatric
psychodynamic
psychoeducational
psycho-educational
psychological
psychometric
psychophysical
psychophysiological
psychosocial
psycho-social
psychotherapeutic
psychotropic
pylori-negative
quadrivalent
qualitative
quality-adjusted
quality-of-life
quantifiable
quantitative
quasi-experimental
questionable
rabeprazole
radioactive
radiographic
radiolabeled
radiolabelled
radiological
radiostereometric
radiotherapy
randomised-controlled
randomized-controlled
ranibizumab
ranibizumab-treated
ranitidine-treated
rapid-acting
reactogenic
reassortant
receiver-operating
recent-onset
receptor-mediated
receptor-positive
recombinant
recommended
recreational
recurrence-free
rehabilitative
relapse-free
relapsing-remitting
remifentanil
remifentanil-based
renoprotective
repeat-dose
repeated-dose
representative
reproducible
reproductive
residential
resistance-associated
resource-limited
respiratory
responsible
restorative
restrictive
retrospective
reward-related
right-handed
risedronate
rising-dose
risk-benefit
risperidone
risperidone-treated
ritonavir-boosted
rivaroxaban
rivastigmine
rizatriptan
role-emotional
role-physical
romiplostim
safety-related
satisfactory
scale-cognitive
scale-revised
schizoaffective
schizophrenic
school-aged
school-based
scintigraphic
screen-detected
second-generation
second-line
second-phase
second-year
seizure-free
self-administered
self-assessed
self-completed
self-directed
self-efficacy
self-esteem
self-identified
self-limited
self-limiting
self-management
self-monitored
self-monitoring
self-perceived
self-report
self-reported
self-selected
semi-automated
semiquantitative
semi-quantitative
semistructured
semi-structured
sensorineural
sepsis-induced
sequestered
serological
seronegative
seropositive
seroprotective
serotonergic
serotype-specific
seven-point
seventy-eight
seventy-five
seventy-one
seventy-two
sevoflurane
sex-matched
sex-related
sex-specific
sham-controlled
sham-treated
short-acting
short-course
short-lived
sick-listed
side-effect
signal-regulated
signed-rank
significant
simultaneous
simvastatin
single-agent
single-ascending
single-blind
single-blinded
single-center
single-centre
single-dose
single-item
single-level
single-masked
single-nucleotide
single-pill
single-rooted
single-site
sirolimus-eluting
site-specific
sixty-eight
skeletal-related
sleep-related
small-molecule
smear-positive
smoking-related
social-cognitive
sociodemographic
socio-demographic
socioeconomic
socio-economic
sodium-glucose
soft-tissue
solid-phase
somatosensory
sophisticated
spanish-speaking
spatiotemporal
specialised
specialized
spectrometric
spirometric
split-mouth
split-virion
spontaneous
stand-alone
standard-dose
standardised
standardized
standard-of-care
staphylococcal
statin-induced
statin-treated
statistical
steady-state
stereoselective
stereotactic
stimulating
stimulatory
strain-specific
streptococcal
stress-induced
stress-related
study-specific
subacromial
subarachnoid
subclinical
sub-clinical
subcutaneous
subepithelial
subject-reported
subject-specific
sub-optimal
sub-saharan
substantial
substantive
subthalamic
subtherapeutic
subthreshold
sub-threshold
sugar-sweetened
sumatriptan
superficial
superimposable
superimposed
supplemental
supplementary
supplemented
suppressive
supragingival
supratherapeutic
supraventricular
susceptible
sustainable
symmetrical
sympathetic
symptomatic
symptom-based
symptom-free
symptom-related
synchronous
synergistic
system-related
t1-weighted
tailor-made
target-controlled
task-related
t-cell-mediated
telephone-based
telephone-delivered
tension-type
terbinafine
terfenadine
teriparatide
test-of-cure
testosterone
tetravalent
theoretical
theory-based
therapeutic
therapeutical
therapy-naive
thermogenic
third-party
thirty-eight
threatening
three-armed
three-dimensional
three-month
three-period
three-treatment
thrice-daily
thromboembolic
thrombolytic
tibiofemoral
time-averaged
time-dependent
time-limited
time-matched
time-weighted
tissue-selective
t-lymphocyte
tocilizumab
tofacitinib
tolterodine
traditional
training-induced
transarterial
transcranial
transcriptional
transcutaneous
transdermal
transepidermal
transfusional
transitional
translational
transluminal
transmitted
transparent
transporter-mediated
transrectal
transtheoretical
transthoracic
transurethral
transvaginal
treatment-associated
treatment-as-usual
treatment-emergent
treatment-experienced
treatment-free
treatment-induced
treatment-naïve
treatment-naive
treatment-related
treatment-resistant
triple-blind
triple-therapy
troublesome
tuberculous
twelve-month
twenty-eight
twice-a-day
twice-daily
twice-weekly
two-compartment
two-dimensional
two-sequence
two-treatment
type-specific
ultra-long-acting
ultrasound-guided
unacceptable
unadjuvanted
unanticipated
unavailable
uncircumcised
uncomfortable
uncomplicated
unconditional
unconjugated
unconscious
uncontrollable
uncontrolled
uncooperative
uncorrected
undergraduate
under-represented
underserved
understudied
undertreated
undesirable
undetectable
undetermined
undiagnosed
undifferentiated
unexplained
unfavorable
unfavourable
unfractionated
unidentified
unintentional
uninterrupted
university-affiliated
university-based
unnecessary
unpredictable
unprotected
unrecognized
unresectable
unresponsive
unrestricted
unsatisfactory
unsaturated
unscheduled
unsolicited
unstimulated
unstructured
unsuccessful
unsupervised
unsupported
untranslated
unvaccinated
up-titrated
urate-lowering
ustekinumab
ustekinumab-treated
vaccine-homologous
vaccine-induced
vaccine-related
vaccine-type
varenicline
varicella-zoster
vasodilating
vasodilator-stimulated
vasodilatory
vasopressor
vehicle-controlled
venlafaxine
ventilator-associated
ventilator-free
ventilatory
ventricular
ventromedial
vertebroplasty
vildagliptin
vildagliptin-treated
virological
virus-infected
virus-specific
visuospatial
voriconazole
wait-listed
water-based
water-soluble
weight-adjusted
weight-based
weight-for-age
weight-related
well-accepted
well-characterized
well-controlled
well-defined
well-designed
well-documented
well-established
well-matched
well-tolerated
whole-blood
whole-mouth
willingness-to-pay
within-patient
within-subject
within-trial
work-related
ximelagatran
Appendix 3: Journals in which the abstracts were published, and number of abstracts by journal
Appendix 4: list of adjectives considered relevant and number of articles in which they were used.
Adjective Words To Describe Research
Research is the careful and detailed study of a particular problem, concern, or issue using a scientific method.
It’s an adult approach to good science projects back in elementary school, where you’re trying to learn something by doing an experiment.
This is best accomplished by turning an issue into a question, with the aim of researching the question.
Research involves using a scientific method to take a careful, detailed study of a particular problem or issue.
Adjective Words to Describe Research
Following are some adjective words you can use for describing different types of Researches:
20+ Best Words to Describe Paper, Adjectives for Paper
Paper, a versatile material made from wood pulp or other fibers, has been an essential part of our lives for centuries. Its significance extends beyond its mere use for writing or printing; it serves as a canvas for creativity and a medium for sharing knowledge. In this blog post, we explore an intriguing concept – “words to describe paper.”
From its texture, weight, and color to its environmental impact and historical relevance, we unravel the myriad of words that beautifully capture the essence of this remarkable material.
Table of Contents
Adjectives for Paper
Here are the 20 Most Popular adjectives for paper:
- Water-resistant
- Eco-friendly
- Transparent
Adjectives for Research Paper:
- Informative
- Well-researched
- Comprehensive
- Well-structured
- Groundbreaking
- Thought-provoking
Adjectives for Old Paper:
Adjectives for tissue paper:.
- Lightweight
- Translucent
Adjectives for Wrapping Paper:
- Gift-worthy
- Embellished
- Tear-resistant
Words to Describe Paper with Meanings
- Pliable : Easily bendable or flexible.
- Smooth : Even and free from roughness.
- Coarse : Rough or uneven in texture.
- Recycled : Made from reused materials.
- Crisp : Firm and easily folded.
- Thin : Not thick; slender in form.
- Sturdy : Strong and durable.
- Glossy : Shiny and reflective.
- Matte : Dull and non-reflective.
- Embossed : Raised design or pattern.
- Water-resistant : Repels water or moisture.
- Eco-friendly : Environmentally friendly or sustainable.
- Acid-free : Neutral pH to prevent degradation.
- Rigid : Firm and inflexible.
- Tear-proof : Resistant to tearing or ripping.
- Flexible : Bendable or adaptable.
- Grainy : Having a textured surface.
- Lined : Marked with straight guidelines.
- Textured : Having a distinct surface pattern.
- Transparent : See-through and clear.
Example Sentences for Paper Adjectives
- The artist created an embossed design on the paper.
- Her essay was well-structured and informative .
- The book cover had a glossy finish.
- The old document had yellowed with time.
- I prefer recycled paper for printing.
- The tissue paper felt soft and delicate .
- He tore the water-resistant paper accidentally.
- The coarse texture of the paper scratched my hand.
- The thin paper tore easily in transit.
- The package was wrapped in festive wrapping paper.
- We used acid-free paper for archiving important documents.
- The tear-proof paper held up against rough handling.
- Her letter was written on sturdy paper.
- The matte paper provided a non-glare surface.
- The flexible paper made origami easy.
- The eco-friendly packaging reduced environmental impact.
- The magazine cover had a grainy texture.
- The gift was enclosed in transparent wrapping paper.
- He used recycled paper to create art.
- The smooth surface of the paper allowed effortless writing.
Explore More Words:
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How to describe paper writing?
Paper writing involves conveying ideas, information, or stories through written words on a physical or digital sheet of paper.
What is paper made of?
Paper is typically made from wood pulp, but it can also be crafted using other plant fibers like cotton, hemp, or bamboo.
Why is paper so important?
Paper is essential for communication, education, documentation, and artistic expression, playing a crucial role in human civilization’s progress.
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About the author.
Hi, I'm USMI, engdic.org's Author & Lifestyle Linguist. My decade-long journey in language and lifestyle curation fuels my passion for weaving words into everyday life. Join me in exploring the dynamic interplay between English and our diverse lifestyles. Dive into my latest insights, where language enriches every aspect of living.
Describing Words
This tool helps you find adjectives for things that you're trying to describe. Also check out ReverseDictionary.org and RelatedWords.org . Here are some adjectives for research papers : . You can get the definitions of these research papers adjectives by clicking on them. You might also like some words related to research papers (and find more here ).
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Click words for definitions.
Loading you some adjectives... Won't be much longer! :)
Words to Describe research papers
Below is a list of describing words for research papers . You can sort the descriptive words by uniqueness or commonness using the button above. Sorry if there's a few unusual suggestions! The algorithm isn't perfect, but it does a pretty good job for most common nouns. Here's the list of words that can be used to describe research papers :
Popular Searches
As you've probably noticed, adjectives for " research papers " are listed above. Hopefully the above generated list of words to describe research papers suits your needs.
If you're getting strange results, it may be that your query isn't quite in the right format. The search box should be a simple word or phrase, like "tiger" or "blue eyes". A search for words to describe "people who have blue eyes" will likely return zero results. So if you're not getting ideal results, check that your search term, " research papers " isn't confusing the engine in this manner.
Note also that if there aren't many research papers adjectives, or if there are none at all, it could be that your search term has an abiguous part-of-speech. For example, the word "blue" can be an noun and an adjective. This confuses the engine and so you might not get many adjectives describing it. I may look into fixing this in the future. You might also be wondering: What type of word is research papers ?
The idea for the Describing Words engine came when I was building the engine for Related Words (it's like a thesaurus, but gives you a much broader set of related words, rather than just synonyms). While playing around with word vectors and the " HasProperty " API of conceptnet, I had a bit of fun trying to get the adjectives which commonly describe a word. Eventually I realised that there's a much better way of doing this: parse books!
Project Gutenberg was the initial corpus, but the parser got greedier and greedier and I ended up feeding it somewhere around 100 gigabytes of text files - mostly fiction, including many contemporary works. The parser simply looks through each book and pulls out the various descriptions of nouns.
Hopefully it's more than just a novelty and some people will actually find it useful for their writing and brainstorming, but one neat little thing to try is to compare two nouns which are similar, but different in some significant way - for example, gender is interesting: " woman " versus " man " and " boy " versus " girl ". On an inital quick analysis it seems that authors of fiction are at least 4x more likely to describe women (as opposed to men) with beauty-related terms (regarding their weight, features and general attractiveness). In fact, "beautiful" is possibly the most widely used adjective for women in all of the world's literature, which is quite in line with the general unidimensional representation of women in many other media forms . If anyone wants to do further research into this, let me know and I can give you a lot more data (for example, there are about 25000 different entries for "woman" - too many to show here).
The blueness of the results represents their relative frequency. You can hover over an item for a second and the frequency score should pop up. The "uniqueness" sorting is default, and thanks to my Complicated Algorithm™, it orders them by the adjectives' uniqueness to that particular noun relative to other nouns (it's actually pretty simple). As you'd expect, you can click the "Sort By Usage Frequency" button to adjectives by their usage frequency for that noun.
Special thanks to the contributors of the open-source mongodb which was used in this project.
Please note that Describing Words uses third party scripts (such as Google Analytics and advertisements) which use cookies. To learn more, see the privacy policy .
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In any academic writing, it is important to use language that is precise and accurate. This is especially true when writing about research, where a small change in wording can result in a major change in meaning. Adjectives are one of the most important tools for making writing precise and accurate. By carefully selecting the… Read More »450+ Adjective Words To Describe Research
Research, in simple terms, refers to the systematic investigation and study of a particular subject or topic in order to discover new knowledge or gain a deeper understanding. When embarking on a research journey, one encounters a plethora of words that aptly describe this process. From "exploration" which emphasizes the journey of discovery, to "inquiry" which underscores the pursuit ...
Research, the backbone of many disciplines, can vary widely in quality and depth. This post provides adjectives that can help portray the nature and quality of any research endeavor. Description of Research Research refers to the systematic investigation into and study of materials or sources to establish facts and reach conclusions. Words to Describe Research ... <a title="Top 30 Adjectives ...
A vocabulary for describing research. Research is a systematic investigation. This includes secondary research that studies existing sources and primary research that produces new observations. Research can follow a broad range of methodologies that can include experiments, natural experiments or the development of prototypes. The point of research can be to summarize the current state of ...
According to the algorithm that drives this website, the top 5 adjectives for "research" are: simian psychic, meteorological and geophysical, worthy and potentially fruitful, small, dynamic, and hard, extensive. There are 995 other words to describe research listed above. Hopefully the above generated list of words to describe research suits ...
Provides clarification, similar to "in other words.". Example The reaction is exothermic; that is to say, it releases heat. 13. To put it simply. Simplifies a complex idea, often for a more general readership. Example The universe is vast; to put it simply, it is larger than anything we can truly imagine. 14.
In scientific writing, words that accurately and precisely convey the meaning of the research are important. Adjectives that describe the research in detail are often used in scientific writing. What are some good words to use in a research paper? Some good words to use in a research paper are: academic, peer-reviewed, scholarly, scientific etc.
July 25, 2023 Rene Tetzner Help with Perfecting Grammar in Academic & Scientific Writing. Using Adjectives Effectively in Academic and Scientific Writing. Some authors claim that adjectives are virtually unnecessary. Choosing the correct noun in any given situation is the key, they would argue, and with the right noun, who needs an accompanying ...
Research Paper Title is the name or heading that summarizes the main theme or topic of a research paper. ... descriptive terms that accurately describe your research. Be descriptive: A descriptive title can help readers understand what your research is about. Use adjectives and adverbs to convey the main ideas of your research.
Wordvice provides high-quality English proofreading and editing services.We have helped thousands of researchers, students, writers, and businesses maximize the impact of their writing. Here are 100+ active verbs to make your research writing more engaging. Includes additional tops to improve word and phrase choices.
An adjective is a word that modifies or describes a noun or pronoun. Adjectives can be used to describe the qualities of someone or something independently or in comparison to something else. Examples: Adjectives in a sentence I like old. houses. The boy is tall and skinny. Jane is smarter than her brother.
The formula to please all your audience is very simple. A typical 500-word project description (plus one picture with a short caption and as many references as you want) will normally consist of about five roughly 100-word paragraphs that should be addressed to the following audiences: G, G, D, S, G. For fuller details, the actual content, see ...
Writing descriptively involves choosing your words carefully. The use of effective adjectives is important, but so is your choice of adverbs, verbs, and even nouns. It's easy to end up using clichéd phrases—"cold as ice," "free as a bird"—but try to reflect further and make more precise, original word choices.
Adjectives are words that modify (describe) nouns. Adjectives give the reader more specific information about an object's color, size, shape, material, and more. This guide will help you understand their function so you can use them effectively in your essays and papers.
The language used to describe results could affect perceptions of the efficacy or safety of interventions. We sought to compare the adjectives used in clinical trial reports of industry-authored and non-industry-authored research. ... one of the authors and therefore could not be used as conclusive evidence in papers written by multiple ...
Following are some adjective words you can use for describing different types of Researches: American. high level. rigorous. archaeological. historical. scientifically. astronomical. immense.
This paper will review the research conducted on …. This paper will focus on/examine/give an account of …. This paper seeks to remedy these problems by analysing the literature of …. This paper examines the significance of X in the rise of …. This essay critically examines/discusses/traces …. This account seeks to ….
knowledge, no past research investigated adjective use in re search papers, which may be the m ost common genre in the given discourse com munity. Much insight can be gained from describing how ...
Share to Facebook!Paper, a versatile material made from wood pulp or other fibers, has been an essential part of our lives for centuries. Its significance extends beyond its mere use for writing or printing; it serves as a canvas for creativity and a medium for sharing knowledge. In this blog post, we explore an intriguing concept - "words to describe paper." From its texture, weight ...
Words to Describe research papers. Below is a list of describing words for research papers. You can sort the descriptive words by uniqueness or commonness using the button above. Sorry if there's a few unusual suggestions! The algorithm isn't perfect, but it does a pretty good job for most common nouns. Here's the list of words that can be used ...
Words to Describe Diction. In addition to the four most common types, there are dozens of adjectives that can describe a writer's diction. When describing diction, however, remember that it is not quite the same as tone (although some of the adjectives you use for one could apply to the other). 27 Words to Describe Diction
Vertex (or Node): A fundamental unit of a graph, representing a point or an entity. Edge: A connection between two vertices in a graph, representing a relationship or interaction. Directed graph (or Digraph): A graph in which edges have a direction, indicating a one-way connection from one vertex to another.