Confusion to Clarity: Definition of Terms in a Research Paper
Explore the definition of terms in research paper to enhance your understanding of crucial scientific terminology and grow your knowledge.
Have you ever come across a research paper and found yourself scratching your head over complex synonyms and unfamiliar terms? It’s a hassle as you have to fetch a dictionary and then ruffle through it to find the meaning of the terms.
To avoid that, an exclusive section called ‘ Definition of Terms in a Research Paper ’ is introduced which contains the definitions of terms used in the paper. Let us learn more about it in this article.
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What Is The “Definition Of Terms” In A Research Paper?
The definition of terms section in a research paper provides a clear and concise explanation of key concepts, variables, and terminology used throughout the study.
In the definition of terms section, researchers typically provide precise definitions for specific technical terms, acronyms, jargon, and any other domain-specific vocabulary used in their work. This section enhances the overall quality and rigor of the research by establishing a solid foundation for communication and understanding.
Purpose Of Definition Of Terms In A Research Paper
This section aims to ensure that readers have a common understanding of the terminology employed in the research, eliminating confusion and promoting clarity. The definitions provided serve as a reference point for readers, enabling them to comprehend the context and scope of the study. It serves several important purposes:
- Enhancing clarity
- Establishing a shared language
- Providing a reference point
- Setting the scope and context
- Ensuring consistency
Benefits Of Having A Definition Of Terms In A Research Paper
Having a definition of terms section in a research paper offers several benefits that contribute to the overall quality and effectiveness of the study. These benefits include:
Clarity And Comprehension
Clear definitions enable readers to understand the specific meanings of key terms, concepts, and variables used in the research. This promotes clarity and enhances comprehension, ensuring that readers can follow the study’s arguments, methods, and findings more easily.
Consistency And Precision
Definitions provide a consistent framework for the use of terminology throughout the research paper. By clearly defining terms, researchers establish a standard vocabulary, reducing ambiguity and potential misunderstandings. This precision enhances the accuracy and reliability of the study’s findings.
Common Understanding
The definition of terms section helps establish a shared understanding among readers, including those from different disciplines or with varying levels of familiarity with the subject matter. It ensures that readers approach the research with a common knowledge base, facilitating effective communication and interpretation of the results.
Avoiding Misinterpretation
Without clear definitions, readers may interpret terms and concepts differently, leading to misinterpretation of the research findings. By providing explicit definitions, researchers minimize the risk of misunderstandings and ensure that readers grasp the intended meaning of the terminology used in the study.
Accessibility For Diverse Audiences
Research papers are often read by a wide range of individuals, including researchers, students, policymakers, and professionals. Having a definition of terms in a research paper helps the diverse audience understand the concepts better and make appropriate decisions.
Types Of Definitions
There are several types of definitions that researchers can employ in a research paper, depending on the context and nature of the study. Here are some common types of definitions:
Lexical Definitions
Lexical definitions provide the dictionary or commonly accepted meaning of a term. They offer a concise and widely recognized explanation of a word or concept. Lexical definitions are useful for establishing a baseline understanding of a term, especially when dealing with everyday language or non-technical terms.
Operational Definitions
Operational definitions define a term or concept about how it is measured or observed in the study. These definitions specify the procedures, instruments, or criteria used to operationalize an abstract or theoretical concept. Operational definitions help ensure clarity and consistency in data collection and measurement.
Conceptual Definitions
Conceptual definitions provide an abstract or theoretical understanding of a term or concept within a specific research context. They often involve a more detailed and nuanced explanation, exploring the underlying principles, theories, or models that inform the concept. Conceptual definitions are useful for establishing a theoretical framework and promoting deeper understanding.
Descriptive Definitions
Descriptive definitions describe a term or concept by providing characteristics, features, or attributes associated with it. These definitions focus on outlining the essential qualities or elements that define the term. Descriptive definitions help readers grasp the nature and scope of a concept by painting a detailed picture.
Theoretical Definitions
Theoretical definitions explain a term or concept based on established theories or conceptual frameworks. They situate the concept within a broader theoretical context, connecting it to relevant literature and existing knowledge. Theoretical definitions help researchers establish the theoretical underpinnings of their study and provide a foundation for further analysis.
Also read: Understanding What is Theoretical Framework
Types Of Terms
In research papers, various types of terms can be identified based on their nature and usage. Here are some common types of terms:
A key term is a term that holds significant importance or plays a crucial role within the context of a research paper. It is a term that encapsulates a core concept, idea, or variable that is central to the study. Key terms are often essential for understanding the research objectives, methodology, findings, and conclusions.
Technical Term
Technical terms refer to specialized vocabulary or terminology used within a specific field of study. These terms are often precise and have specific meanings within their respective disciplines. Examples include “allele,” “hypothesis testing,” or “algorithm.”
Legal Terms
Legal terms are specific vocabulary used within the legal field to describe concepts, principles, and regulations. These terms have particular meanings within the legal context. Examples include “defendant,” “plaintiff,” “due process,” or “jurisdiction.”
Definitional Term
A definitional term refers to a word or phrase that requires an explicit definition to ensure clarity and understanding within a particular context. These terms may be technical, abstract, or have multiple interpretations.
Career Privacy Term
Career privacy term refers to a concept or idea related to the privacy of individuals in the context of their professional or occupational activities. It encompasses the protection of personal information, and confidential data, and the right to control the disclosure of sensitive career-related details.
A broad term is a term that encompasses a wide range of related concepts, ideas, or objects. It has a broader scope and may encompass multiple subcategories or specific examples.
Also read: Keywords In A Research Paper: The Importance Of The Right Choice
Steps To Writing Definitions Of Terms
When writing the definition of terms section for a research paper, you can follow these steps to ensure clarity and accuracy:
Step 1: Identify Key Terms
Review your research paper and identify the key terms that require definition. These terms are typically central to your study, specific to your field or topic, or may have different interpretations.
Step 2: Conduct Research
Conduct thorough research on each key term to understand its commonly accepted definition, usage, and any variations or nuances within your specific research context. Consult authoritative sources such as academic journals, books, or reputable online resources.
Step 3: Craft Concise Definitions
Based on your research, craft concise definitions for each key term. Aim for clarity, precision, and relevance. Define the term in a manner that reflects its significance within your research and ensures reader comprehension.
Step 4: Use Your Own Words
Paraphrase the definitions in your own words to avoid plagiarism and maintain academic integrity. While you can draw inspiration from existing definitions, rephrase them to reflect your understanding and writing style. Avoid directly copying from sources.
Step 5: Provide Examples Or Explanations
Consider providing examples, explanations, or context for the defined terms to enhance reader understanding. This can help illustrate how the term is applied within your research or clarify its practical implications.
Step 6: Order And Format
Decide on the order in which you present the definitions. You can follow alphabetical order or arrange them based on their importance or relevance to your research. Use consistent formatting, such as bold or italics, to distinguish the defined terms from the rest of the text.
Step 7: Revise And Refine
Review the definitions for clarity, coherence, and accuracy. Ensure that they align with your research objectives and are tailored to your specific study. Seek feedback from peers, mentors, or experts in your field to further refine and improve the definitions.
Step 8: Include Proper Citations
If you have drawn ideas or information from external sources, remember to provide proper citations for those sources. This demonstrates academic integrity and acknowledges the original authors.
Step 9: Incorporate The Section Into Your Paper
Integrate the definition of terms section into your research paper, typically as an early section following the introduction. Make sure it flows smoothly with the rest of the paper and provides a solid foundation for understanding the subsequent content.
By following these steps, you can create a well-crafted and informative definition of terms section that enhances the clarity and comprehension of your research paper.
In conclusion, the definition of terms in a research paper plays a critical role by providing clarity, establishing a common understanding, and enhancing communication among readers. The definition of terms section is an essential component that contributes to the overall quality, rigor, and effectiveness of a research paper.
Also read: Beyond The Main Text: The Value Of A Research Paper Appendix
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About Sowjanya Pedada
Sowjanya is a passionate writer and an avid reader. She holds MBA in Agribusiness Management and now is working as a content writer. She loves to play with words and hopes to make a difference in the world through her writings. Apart from writing, she is interested in reading fiction novels and doing craftwork. She also loves to travel and explore different cuisines and spend time with her family and friends.
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Glossary of Key Research Terms
This glossary provides definitions of many of the terms used in the guides to conducting qualitative and quantitative research. The definitions were developed by members of the research methods seminar (E600) taught by Mike Palmquist in the 1990s and 2000s.
Citation Information
Members of the Research Methods Seminar (E600) taught by Mike Palmquist in the 1990s and 2000s. (1994-2024). Glossary of Key Terms. The WAC Clearinghouse. Colorado State University. Available at https://wac.colostate.edu/repository/writing/guides/.
Copyright Information
Copyright © 1994-2024 Colorado State University and/or this site's authors, developers, and contributors . Some material displayed on this site is used with permission.
Home » Blog » How to Write a Glossary for your Research Paper
How to Write a Glossary for your Research Paper
Table of Contents
Glossary for Research Terms
The glossary is a non-mandatory post-textual element, which can be inserted in the final year research project or any other academic work to facilitate the understanding of certain terms.
What is a glossary?
The word glossary comes from the Latin glossarium and means “collection of glosses.” Many scholars have opined that alongside theoretical foundations there is always an applied dimension of terminology and this reflects in the production of glossaries and other tools for organizing terminology. The glossary can be defined as a “repertoire of lexical units of a specialty with their respective definitions or other specifications about their senses.
Do you now know what a glossary is? Well, it is nothing more than a kind of specific “dictionary” aimed at explaining words and expressions that are not very well known, for the most varied reasons, such as being part of a foreign language, specific field of knowledge, regional expression, and so on. As a rule, the glossary makes up the initial chapter or the final chapter of a certain work, listing, in alphabetical order, the correct meanings and definitions of very peculiar words throughout the text.
The expressions and words that are present in the glossary are the most unusual, mainly because they signify technical elements or are more complex. In other words, they are wording whose knowledge occurs mostly in the circle and people used to certain areas. The current meanings of expressions or words that have already fallen out of use, but which were useful in defining certain concepts or situations in earlier times, also appear with expressive frequency in the glossary. In terms of clarification, to understand what a glossary is, we use its classification and its origins.
The term originates from the Latin glossarium, which means “collection of glosses” (glosses are equivalent to annotations within a text for clarification purposes). Although it is not a mandatory component of the research paper, its use is highly recommended, especially if your work talks about one or more topics that the members of the board do not have a completer and more effective domain. When you know what a glossary is and if you create one with quality, it prevents the occurrence of misinterpretations as much as possible, because as the word is contained and made explicit in the glossary, the reader will know it meaning in that context.
Glossary types
The glossary types are quite varied. In other words, they can exist in different forms, for use in the most varied areas. In literary works, glossaries are also useful to explain certain neologisms constructed by the author and that it would not be feasible to elucidate the meanings in the course of the text, as this would significantly impair the pace of reading. In certain academic or scientific works, we can find another type of glossary. This glossary example is understood as fundamental to make it easier to identify concepts and terms that help the reader to understand the meaning of the interpretation provided by the author when studying his work.
There are several types of a glossary. The main ones are:
Glossaries of literary works: Help to understand the author’s neologisms, without impairing reading.
Glossaries of academic papers: It is essential to explain technical terms and concepts to the reader.
Bilingual glossary: Presents the translation of the word in another language, as well as an explanation of the term in context.
Environmental glossary: Focused on words related to the environment area.
What is the difference between glossary and dictionary?
Many people confuse a dictionary with a glossary, but they are two items with differences between them. While in the dictionary the terminology is presented more broadly (with information on all meanings, phonetics, and etymology), in the glossary the intention is to explain the meaning of the expression according to the specific context. It is quite common for people to confuse a glossary with a dictionary. However, it is worth noting that, despite some similarities, there is a clear difference between glossary and dictionary.
As we have already said, the glossary works as a kind of small dictionary, in which the placement of sentences or more than one word that is endowed with a unified explanation is allowed.
Generally, glossaries have technical or specific terms in an area, the explanation of words that are not well known to the public or that are already quite old. They serve to understand the subject addressed. When both elements are more precisely understood, the difference between glossary and dictionary becomes even clearer.
A dictionary, in turn, constitutes a reference work, in which registered words or expressions of a certain language are found. It contains a series of linguistic information about each of these words, with their respective meaning, the class to which they belong, phonetics, etymology, and so on.
Taking all this into account, we can say that the difference between a glossary and a dictionary is that the glossary contains the meanings of words within a specific area and/or context, while the dictionary is a reference frame in which there is an explanation of all the characteristics and classifications of a word in the language in question.
A step-by-step guide on how to write a glossary in a research paper
Most referencing styles and institutions determine that the glossary should be organized in the form of a list, following alphabetical order. Each technical expression mentioned must be presented together with the respective definition. In the content of the work, the glossary usually comes after the bibliographic references and before the part of annexes.
Making a glossary for a research paper according to the referencing rules is very simple: you just need to list the technical expressions that are not so well known by most people and present the meanings. To facilitate your work, we have highlighted five steps to assemble this post-textual element:
Select the terms that need to be explained
After writing your work, read the entire content carefully. This is the perfect time to identify spelling and typing errors and to mark all the terms that deserve a place in the glossary.
One tip is to print the report and use a highlighter to make the markings. Those who prefer to continue in the digital environment can bet on the editor’s text mark feature. Google Docs has it, just as the Word.
Write objectively
The explanation for each term must be clear, objective, and direct. Another important point is to focus on a definition appropriate to the context of the work.
Respect the alphabetical order
To make life easier for the reader, the list of terms should be organized in alphabetical order. Some people group words into groups according to the initial letter (A through Z). This grouping idea can be interesting when there are many terms on the list.
Take care of formatting
At the top of the page, write the title GLOSSARY, using capital letters, size 12 and cantered. Apply bold to highlight and leave 1.5 lines. The typology used must be the same as the rest of the work, to create standardization.
List the main obscure terms that appear in your work, that is, that are unknown to the majority. In front of each word, place a brief and direct definition of meaning within the context of your search. It is interesting to leave the space for an entry between the words added to the glossary.
Regarding the formatting of the margins, nothing changes it remains 3 cm from the upper and left margin and 2 cm from the right and lower margin. The glossary enters the list of elements without a numerical code, as well as errata, acknowledgments, lists, references, appendices, annexes, and index.
Learning how to make a quality glossary requires a good deal of research and caution. Try to gather basic material that provides you with robust information. Get to know an example of a glossary so that you can have a reference point to build yours. It is always worth remembering that the glossary is just an “Appendix” that helps to sustain the work.
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5. CONDUCTING RESEARCH
5.1 Research Terminology
You will undoubtedly be required to “conduct research” for a course assignment or “include research” to support your ideas. While this may seem a bit intimidating, remember that engaging in research is basically just using a systematic process to find out more information about your topic. Nicholas Walliman, in his handbook Research Methods: The Basics , defines research methods as “the tools and techniques for doing research.” [1] These techniques include collecting, sorting, and analyzing the information and data you find. The better the tools and more comprehensive the techniques you employ, the more effective your research will be. By extension, the more effective your research is, the more credible and persuasive your argument will be.
Here are some basic terms and definitions you should be familiar with:
Research : the systematic process of finding out more about something than you already know, ideally so that you can prove a hypothesis, produce new knowledge and understanding, and make evidence-based decisions.
Research Methods: techniques of collecting, sorting, and analyzing information/data.
Data: bits of information.
The typical kinds of research sources you will use can be grouped into three broad categories:
- Primary Sources: research you might conduct yourself in lab experiments and product testing, through surveys, observations, measurements, interviews, site visits, prototype testing, beta testing, etc . These can also include published raw statistical data, historical records, legal documents, firsthand historical accounts, and original creative works.
- Secondary Sources : written sources that discuss, analyze, and interpret primary data, such as published research and studies, reviews of these studies, meta-analyses, and formal critiques.
- Tertiary Sources : reference sources such as dictionaries, encyclopedias, and handbooks that provide a consolidation of primary and secondary information. They are useful to gain a general understanding of your topic and major concepts, lines of inquiry, or schools of thought in the field.
Data can be categorized in several ways:
Data that have been directly observed, experienced and recorded close to the event. This is data that you might create yourself by : collecting numbers indicating amounts (temperature, size, ) : with your own senses or with instruments (camera, microscope) : conducting interviews, focus groups, surveys, polls, or questionnaires : experience of doing or seeing something (visit the site, tour the facility, manipulate models or simulations, Beta test, ): primary research done in an academic setting that includes gathering information from human subjects requires strict protocols and will likely require ethics approval. Ask your instructor for guidance and see chapter |
Comes from sources that record, analyze, and interpret primary data. It is critical to evaluate the credibility of these sources. You might find such data in refereed academic studies published in academic journals books, trade magazines, newspapers, popular media, . popular media sources, industry websites, government websites, non-profit organizations TV, radio, film, such as documentaries, news, podcasts, etc. annual reports, production records, committee reports, survey results, . |
Uses numbers to describe information that can be measured quantitatively. This data is used to measure, make comparisons, examine relationships, test hypotheses, explain, predict, or even control. |
Uses words to record and describe the data collected; often describes people’s feelings, judgments, emotions, customs, and beliefs that can only be expressed in descriptive words, not in numbers. This includes “anecdotal data” or personal experiences. |
Research methods are often categorized as quantitative, qualitative or “mixed method.” Some projects, like a science, require the use of the scientific method of inquiry, observation, quantitative data collection, analysis and conclusions to test a hypothesis. Other kinds of projects take a more deductive approach and gather both quantitative and qualitative evidence to support a thesis, position, or recommendation. The research methods you choose will be determined by the goals and scope of your project, and by your intended audience’s expectations. More specific methodologies, such as ways to structure the analysis of your data, include the following:
- Cost/benefit Analysis : determines how much something will cost vs what measurable benefits it will create, and may lead to a calculation of “return on investment” (ROI).
- Life-cycle Analysis : determines overall sustainability of a product or process, from manufacturing, through lifetime use, to disposal (you can also perform comparative life-cycle analyses, or specific life cycle stage analysis)
- Comparative Analysis : compares two or more options to determine which is the “best” solution (given specific problem criteria such as goals, objectives, and constraints)
- Process Analysis : studies each aspect of a process to determine if all parts and steps work efficiently together to create the desired outcome.
- Sustainability Analysis : uses concepts such as the “triple bottom line” or “ three pillars of sustainability ” to analyze whether a product or process is environmentally, economically, and socially sustainable.
In all cases, the way you collect, analyze, and use data must be ethical and consistent with professional standards of honesty and integrity. Lapses in integrity can not only lead to poor quality reports in an academic context (poor grades and academic dishonesty penalties), but in the workplace, these lapses can also lead to lawsuits, loss of job, and even criminal charges. Some examples of these lapses include
- Fabricating your own data (making it up to suit your purpose)
- Ignoring data that disproves or contradicts your ideas
- Misrepresenting someone else’s data or ideas
- Using data or ideas from another source without acknowledgment or citation of the source.
Failing to cite quoted, paraphrased, or summarized sources properly is one of the most common lapses in academic integrity, which is why your previous academic writing class spent considerable time and effort to give you a sophisticated understanding of how and why to avoid plagiarizing, as well as the consequences of doing so. If you would like to review this information, see Appendix C: Integrating Source Evidence into Your Writing , and consult the University of Victoria’s policy on Academic Integrity .
- N. Walliman, Research Methods: The Basics . New York: Routledge, 2011 ↵
Technical Writing Essentials Copyright © 2019 by Suzan Last is licensed under a Creative Commons Attribution 4.0 International License , except where otherwise noted.
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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.
![terminology in research paper research words and phrases word cloud](https://ee-blog-cdn.wordvice.com/us/wp-content/uploads/2021/08/04020836/Wordle-Article-Titles-1024x556.png)
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.
![terminology in research paper research words and phrases word cloud, cancer study](https://ee-blog-cdn.wordvice.com/us/wp-content/uploads/2021/08/04020909/Link-between-smoking-and-cancer-1024x557.png)
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
To express the purpose of a paper or research | This paper + [use the verb that originally followed “aims to”] or This paper + (any other verb listed above as a substitute for “explain”) + who/what/when/where/how X. For example: | |
To introduce the topic of a project or paper | ||
To describe the analytical scope of a paper or study | *Adjectives to describe degree can include: briefly, thoroughly, adequately, sufficiently, inadequately, insufficiently, only partially, partially, etc. | |
To preview other sections of a paper | [any of the verbs suggested as replacements for “explain,” “analyze,” and “consider” above] |
B. Outlining a topic’s background
To discuss the historical significance of a topic | Topic significantly/considerably + + who/what/when/where/how…
*In other words, take the nominalized verb and make it the main verb of the sentence. | |
To describe the historical popularity of a topic |
| verb] verb] |
To describe the recent focus on a topic | ||
To identify the current majority opinion about a topic | ||
To discuss the findings of existing literature | ||
To express the breadth of our current knowledge-base, including gaps | ||
To segue into expressing your research question |
C. Describing the analytical elements of a paper
To express agreement between one finding and another | ||
To present contradictory findings | ||
To discuss limitations of a study |
D. Discussing results
To draw inferences from results | ||
To describe observations |
E. Discussing methods
To discuss methods | ||
To describe simulations | This study/ research… + “X environment/ condition to..” + [any of the verbs suggested as replacements for “analyze” above] |
F. Explaining the impact of new research
To explain the impact of a paper’s findings | ||
To highlight a paper’s conclusion | ||
To explain how research contributes to the existing knowledge-base |
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 .
Research Terminology
Refer to this page for definitions and explanations of common terms used in research. This list is not exhaustive and is intended as a quick reference. Main menu | Comments/Suggestions
Understanding research terminology |
|
Research | The process of systematic study or investigation to discover new knowledge or expand on existing knowledge |
Research method | A means of collecting data
|
Theory | A theory is a set of interrelated concepts, definitions, and propositions that explains or predicts events or situations by specifying relations among variables. Theories can be used as the conceptual basis for understanding, analyzing, and designing ways to investigate relationships within social systems. |
Population vs. Sample | A population includes all members of interest whereas the sample includes only a portion (subset) of the population. |
Sampling | The process of selecting a subset of participants from the pool of all potential participants |
Probability sampling | The process of selecting a subset of participants for which all individuals in a sampling frame have a known probability of being selected to participate. Simple random sampling is a common example where members of the sample are selected randomly, and each has the same probability of being selected. |
Nonprobability sampling | The process of selecting a subset of participants for which all individuals in a sampling frame do have a known probability of being selected to participate. This is often used when researchers have reason to be selective in who participates, like studying only those who have experienced a particular phenomenon. |
Variables | An attribute or characteristic that can be measured and takes on different values (changes) among and between participants. |
Independent variable | An attribute or characteristic that the researcher manipulates or changes, and which the researcher expects has an effect on the dependent variable(s) |
Dependent variable | An attribute or characteristic that changes as a result of another variable (typically the independent variable) |
Moderating variables (Moderators) | An attribute or characteristic that changes the strength of an effect between variables (typically the independent and dependent variables) |
Mediating variables (Mediators) | An attribute or characteristic that explains how the relationship between variables happens |
Confounding (extraneous) variables | An attribute or characteristic that is not known or measured, and may have an effect on another variable (typically the dependent variable) |
Discrete variables | A variable whose values can be divided into distinct groups and can be counted like breeds of dogs or grade in school. |
Continuous variables | A variable with infinite number of values like height and weight. |
Nominal variable | Discrete variables for which the order does not matter like breeds of dogs. |
Ordinal variable | Discrete variables for which the order has a meaning like grade in school. |
Ratio variable | Continuous variable that includes a value of zero that is meaningful like temperature. |
Hypothesis | An informed and educated prediction or explanation about a relationship or phenomena. |
Outcomes | The expected result of interest; often the dependent variable. |
Parameter | A characteristic or attribute of a population. |
Qualitative methods | Commonly refers to a research approach that emphasizes non-numerical data |
Quantitative methods | Commonly refers to a research approach that emphasizes numerical data |
Mixed methods | Commonly refers to a research approach that integrates both numerical and non-numerical data |
Rigor | Refers to the degree of methodological soundness; how well the researcher(s) adhered to the process of conducting research based on the type of method used |
Validity | The degree to which we are observing or measuring what we think we are (precision) |
Reliability | The degree to which we will obtain the same results with repeated observations or measures (accuracy) |
Bias | Something that happens during the course of a study that is not part of the research protocol and which alters the results. |
Generalizability | The degree to which research results or patterns found in a sample population will also be found in the wider population which the sample represents. |
Variance | The difference or the variation that occurs in measures of variables within a sample. |
Research or study protocol | The research plan developed by the researcher that should be followed when carrying out the study. |
Primary data | Data collected from original sources, not from something already published |
Secondary data | Data collected from sources that have been published, not collected from original sources |
-value | A -value helps you determine the significance of your results. The -value is a number between 0 and 1 and interpreted in the following way: · A small -value (typically ≤ 0.05) indicates strong evidence against the null hypothesis, so you reject the null hypothesis in favor of the alternative hypothesis · A large -value (> 0.05) indicates weak evidence against the null hypothesis, so you fail to reject the null hypothesis |
Null hypothesis | The hypothesis that there is significant difference between groups |
Alternative hypothesis | The hypothesis that there a significant difference between groups; typically indicates that an intervention had an effect |
Confidence interval | This is a measure of precision or how confident we can be that the values of the thing(s) we measured in our study sample represent the true or actual values of that thing(s) in the larger population. It takes into consideration both the range of values measured (lowest and highest) and how the range compares to the average value of the measure (variability). |
Sensitivity | The degree to which an instrument can detect changes to a measure; in epidemiology referred to as a true positive rate |
Specificity | The degree to which an instrument detects only changes in a given measure; in epidemiology referred to as a true negative rate |
Descriptive Statistics | Numerical summaries of data, typically the characteristics or attributes of study participants. |
Frequencies | The number of times something occurs, a count of an occurrence |
Measures of central tendency | A single value that describes the way in which a group of data cluster around a central value. |
Mean | Average of a set of numbers calculated by adding the values and dividing the sum by the number of values. |
Median | When a set of values is ordered from low to high, the median is the value that is in the middle of the list. |
Mode | For a set of values, it is the value that is recorded most often. |
Inferential statistics | Statistical tests used to draw conclusions from a sample to the larger population |
Correlation | A measure of the direction and degree of a relationship between two variables. |
Inductive | Using specific observations to develop generalizations, like a theory |
Deductive | Applying generalities, like a theory, to a specific occurrence. |
Clinical significance | The practical importance of a finding or result within the context of health care. |
Statistical significance | The probability that a result could be due to chance (versus from introduction on an intervention) |
Coding | The process of naming a group of observations or responses that are similar. The process of converting responses for ease of data analysis. For example, educational attainment: Less than high school=0; High school=1; More than high school=2 |
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Chapter Twelve: Positing a Thesis Statement and Composing a Title / Defining Key Terms
Defining Key Terms
You are viewing the first edition of this textbook. a second edition is available – please visit the latest edition for updated information..
Earlier in this course, we discussed how to conduct a library search using key terms. Here we discuss how to present key terms. Place yourself in your audience’s position and try to anticipate their need for information. Is your audience composed mostly of novices or professionals? If they are novices, you will need to provide more definition and context for your key concepts and terms.
Because disciplinary knowledge is filled with specialized terms, an ordinary dictionary is of limited value. Disciplines like psychology, cultural studies, and history use terms in ways that are often different from the way we communicate in daily life. Some disciplines have their own dictionaries of key terms. Others may have terms scattered throughout glossaries in important primary texts and textbooks.
Key terms are the “means of exchange” in disciplines. You gain entry into the discussion by demonstrating how well you know and understand them. Some disciplinary keywords can be tricky because they mean one thing in ordinary speech but can mean something different in the discipline. For instance, in ordinary speech, we use the word shadow to refer to a darker area produced by an object or person between a light source and a surface. In Jungian psychology, shadow refers to the unconscious or unknown aspects of a personality. Sometimes there is debate within a discipline about what key terms mean or how they should be used.
To avoid confusion, define all key terms in your paper before you begin a discussion about them. Even if you think your audience knows the definition of key terms, readers want to see how you understand the terms before you move ahead. If a definition is contested—meaning different writers define the term in different ways—make sure you acknowledge these differences and explain why you favor one definition over the others. Cite your sources when presenting key terms and concepts.
Key Takeaways
Define key terms | Present key terms without definitions |
Look for definitions of key terms in disciplinary texts before consulting general-use dictionaries | Assume that ordinary dictionaries will provide you with the best definitions of disciplinary terms |
Explore the history of the term to see if its meaning has changed over time | Assume that the meaning of a term has stayed the same over years, decades, or centuries |
If the meaning of a term is contested, present these contested definitions to your reader and explain why you favor one over the others | Present a contested term without explanation |
Even if you think your audience knows the term, assume they care what your understanding is | Assume your audience doesn’t care about your understanding of a key term |
Strategies for Conducting Literary Research Copyright © 2021 by Barry Mauer & John Venecek is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License , except where otherwise noted.
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- USC Libraries
- Research Guides
Organizing Your Social Sciences Research Paper
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- Purpose of Guide
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- Glossary of Research Terms
- Narrowing a Topic Idea
- Broadening a Topic Idea
- Extending the Timeliness of a Topic Idea
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- Tiertiary Sources
- Scholarly vs. Popular Publications
- Qualitative Methods
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- Common Grammar Mistakes
- Writing Concisely
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Reading a Scholarly Article or Research Paper
Identifying a research problem to investigate requires a preliminary search for and critical review of the literature in order to gain an understanding about how scholars have examined a topic. Scholars rarely structure research studies in a way that can be followed like a story; they are complex and detail-intensive and often written in a descriptive and conclusive narrative form. However, in the social and behavioral sciences, journal articles and stand-alone research reports are generally organized in a consistent format that makes it easier to compare and contrast studies and interpret their findings.
General Reading Strategies
W hen you first read an article or research paper, focus on asking specific questions about each section. This strategy can help with overall comprehension and with understanding how the content relates [or does not relate] to the problem you want to investigate. As you review more and more studies, the process of understanding and critically evaluating the research will become easier because the content of what you review will begin to coalescence around common themes and patterns of analysis. Below are recommendations on how to read each section of a research paper effectively. Note that the sections to read are out of order from how you will find them organized in a journal article or research paper.
1. Abstract
The abstract summarizes the background, methods, results, discussion, and conclusions of a scholarly article or research paper. Use the abstract to filter out sources that may have appeared useful when you began searching for information but, in reality, are not relevant. Questions to consider when reading the abstract are:
- Is this study related to my question or area of research?
- What is this study about and why is it being done ?
- What is the working hypothesis or underlying thesis?
- What is the primary finding of the study?
- Are there words or terminology that I can use to either narrow or broaden the parameters of my search for more information?
2. Introduction
If, after reading the abstract, you believe the paper may be useful, focus on examining the research problem and identifying the questions the author is trying to address. This information is usually located within the first few paragraphs of the introduction or in the concluding paragraph. Look for information about how and in what way this relates to what you are investigating. In addition to the research problem, the introduction should provide the main argument and theoretical framework of the study and, in the last paragraphs of the introduction, describe what the author(s) intend to accomplish. Questions to consider when reading the introduction include:
- What is this study trying to prove or disprove?
- What is the author(s) trying to test or demonstrate?
- What do we already know about this topic and what gaps does this study try to fill or contribute a new understanding to the research problem?
- Why should I care about what is being investigated?
- Will this study tell me anything new related to the research problem I am investigating?
3. Literature Review
The literature review describes and critically evaluates what is already known about a topic. Read the literature review to obtain a big picture perspective about how the topic has been studied and to begin the process of seeing where your potential study fits within the domain of prior research. Questions to consider when reading the literature review include:
- W hat other research has been conducted about this topic and what are the main themes that have emerged?
- What does prior research reveal about what is already known about the topic and what remains to be discovered?
- What have been the most important past findings about the research problem?
- How has prior research led the author(s) to conduct this particular study?
- Is there any prior research that is unique or groundbreaking?
- Are there any studies I could use as a model for designing and organizing my own study?
4. Discussion/Conclusion
The discussion and conclusion are usually the last two sections of text in a scholarly article or research report. They reveal how the author(s) interpreted the findings of their research and presented recommendations or courses of action based on those findings. Often in the conclusion, the author(s) highlight recommendations for further research that can be used to develop your own study. Questions to consider when reading the discussion and conclusion sections include:
- What is the overall meaning of the study and why is this important? [i.e., how have the author(s) addressed the " So What? " question].
- What do you find to be the most important ways that the findings have been interpreted?
- What are the weaknesses in their argument?
- Do you believe conclusions about the significance of the study and its findings are valid?
- What limitations of the study do the author(s) describe and how might this help formulate my own research?
- Does the conclusion contain any recommendations for future research?
5. Methods/Methodology
The methods section describes the materials, techniques, and procedures for gathering information used to examine the research problem. If what you have read so far closely supports your understanding of the topic, then move on to examining how the author(s) gathered information during the research process. Questions to consider when reading the methods section include:
- Did the study use qualitative [based on interviews, observations, content analysis], quantitative [based on statistical analysis], or a mixed-methods approach to examining the research problem?
- What was the type of information or data used?
- Could this method of analysis be repeated and can I adopt the same approach?
- Is enough information available to repeat the study or should new data be found to expand or improve understanding of the research problem?
6. Results
After reading the above sections, you should have a clear understanding of the general findings of the study. Therefore, read the results section to identify how key findings were discussed in relation to the research problem. If any non-textual elements [e.g., graphs, charts, tables, etc.] are confusing, focus on the explanations about them in the text. Questions to consider when reading the results section include:
- W hat did the author(s) find and how did they find it?
- Does the author(s) highlight any findings as most significant?
- Are the results presented in a factual and unbiased way?
- Does the analysis of results in the discussion section agree with how the results are presented?
- Is all the data present and did the author(s) adequately address gaps?
- What conclusions do you formulate from this data and does it match with the author's conclusions?
7. References
The references list the sources used by the author(s) to document what prior research and information was used when conducting the study. After reviewing the article or research paper, use the references to identify additional sources of information on the topic and to examine critically how these sources supported the overall research agenda. Questions to consider when reading the references include:
- Do the sources cited by the author(s) reflect a diversity of disciplinary viewpoints, i.e., are the sources all from a particular field of study or do the sources reflect multiple areas of study?
- Are there any unique or interesting sources that could be incorporated into my study?
- What other authors are respected in this field, i.e., who has multiple works cited or is cited most often by others?
- What other research should I review to clarify any remaining issues or that I need more information about?
NOTE: A final strategy in reviewing research is to copy and paste the title of the source [journal article, book, research report] into Google Scholar . If it appears, look for a "cited by" reference followed by a hyperlinked number under the record [e.g., Cited by 45]. This number indicates how many times the study has been subsequently cited in other, more recently published works. This strategy, known as citation tracking, can be an effective means of expanding your review of pertinent literature based on a study you have found useful and how scholars have cited it. The same strategies described above can be applied to reading articles you find in the list of cited by references.
Reading Tip
Specific Reading Strategies
Effectively reading scholarly research is an acquired skill that involves attention to detail and an ability to comprehend complex ideas, data, and theoretical concepts in a way that applies logically to the research problem you are investigating. Here are some specific reading strategies to consider.
As You are Reading
- Focus on information that is most relevant to the research problem; skim over the other parts.
- As noted above, read content out of order! This isn't a novel; you want to start with the spoiler to quickly assess the relevance of the study.
- Think critically about what you read and seek to build your own arguments; not everything may be entirely valid, examined effectively, or thoroughly investigated.
- Look up the definitions of unfamiliar words, concepts, or terminology. A good scholarly source is Credo Reference .
Taking notes as you read will save time when you go back to examine your sources. Here are some suggestions:
- Mark or highlight important text as you read [e.g., you can use the highlight text feature in a PDF document]
- Take notes in the margins [e.g., Adobe Reader offers pop-up sticky notes].
- Highlight important quotations; consider using different highlighting colors to differentiate between quotes and other types of important text.
- Summarize key points about the study at the end of the paper. To save time, these can be in the form of a concise bulleted list of statements [e.g., intro provides useful historical background; lit review has important sources; good conclusions].
Write down thoughts that come to mind that may help clarify your understanding of the research problem. Here are some examples of questions to ask yourself:
- Do I understand all of the terminology and key concepts?
- Do I understand the parts of this study most relevant to my topic?
- What specific problem does the research address and why is it important?
- Are there any issues or perspectives the author(s) did not consider?
- Do I have any reason to question the validity or reliability of this research?
- How do the findings relate to my research interests and to other works which I have read?
Adapted from text originally created by Holly Burt, Behavioral Sciences Librarian, USC Libraries, April 2018.
Another Reading Tip
When is it Important to Read the Entire Article or Research Paper
Laubepin argues, "Very few articles in a field are so important that every word needs to be read carefully." * However, this implies that some studies are worth reading carefully if they directly relate to understanding the research problem. As arduous as it may seem, there are valid reasons for reading a study from beginning to end. Here are some examples:
- Studies Published Very Recently . The author(s) of a recent, well written study will provide a survey of the most important or impactful prior research in the literature review section. This can establish an understanding of how scholars in the past addressed the research problem. In addition, the most recently published sources will highlight what is known and what gaps in understanding currently exist about a topic, usually in the form of the need for further research in the conclusion .
- Surveys of the Research Problem . Some papers provide a comprehensive analytical overview of the research problem. Reading this type of study can help you understand underlying issues and discover why scholars have chosen to investigate the topic. This is particularly important if the study was published recently because the author(s) should cite all or most of the important prior research on the topic. Note that, if it is a long-standing problem, there may be studies that specifically review the literature to identify gaps that remain. These studies often include the word "review" in their title [e.g., Hügel, Stephan, and Anna R. Davies. "Public Participation, Engagement, and Climate Change Adaptation: A Review of the Research Literature." Wiley Interdisciplinary Reviews: Climate Change 11 (July-August 2020): https://doi.org/10.1002/ wcc.645].
- Highly Cited . If you keep coming across the same citation to a study while you are reviewing the literature, this implies it was foundational in establishing an understanding of the research problem or the study had a significant impact within the literature [either positive or negative]. Carefully reading a highly cited source can help you understand how the topic emerged and how it motivated scholars to further investigate the problem. It also could be a study you need to cite as foundational in your own paper to demonstrate to the reader that you understand the roots of the problem.
- Historical Overview . Knowing the historical background of a research problem may not be the focus of your analysis. Nevertheless, carefully reading a study that provides a thorough description and analysis of the history behind an event, issue, or phenomenon can add important context to understanding the topic and what aspect of the problem you may want to examine further.
- Innovative Methodological Design . Some studies are significant and should be read in their entirety because the author(s) designed a unique or innovative approach to researching the problem. This may justify reading the entire study because it can motivate you to think creatively about also pursuing an alternative or non-traditional approach to examining your topic of interest. These types of studies are generally easy to identify because they are often cited in others works because of their unique approach to examining the research problem.
- Cross-disciplinary Approach . R eviewing studies produced outside of your discipline is an essential component of investigating research problems in the social and behavioral sciences. Consider reading a study that was conducted by author(s) based in a different discipline [e.g., an anthropologist studying political cultures; a study of hiring practices in companies published in a sociology journal]. This approach can generate a new understanding or a unique perspective about the topic . If you are not sure how to search for studies published in a discipline outside of your major or of the course you are taking, contact a librarian for assistance.
* Laubepin, Frederique. How to Read (and Understand) a Social Science Journal Article . Inter-University Consortium for Political and Social Research (ISPSR), 2013
Shon, Phillip Chong Ho. How to Read Journal Articles in the Social Sciences: A Very Practical Guide for Students . 2nd edition. Thousand Oaks, CA: Sage, 2015; Lockhart, Tara, and Mary Soliday. "The Critical Place of Reading in Writing Transfer (and Beyond): A Report of Student Experiences." Pedagogy 16 (2016): 23-37; Maguire, Moira, Ann Everitt Reynolds, and Brid Delahunt. "Reading to Be: The Role of Academic Reading in Emergent Academic and Professional Student Identities." Journal of University Teaching and Learning Practice 17 (2020): 5-12.
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Getting Started: Library Research Strategy
- Choosing Your Topic
- Gathering Background Information
- Defining Key Terms
- Crafting a Research Question
- Gathering Relevant Information
- Evaluating Sources This link opens in a new window
- Formulating a Thesis Statement
- Avoiding Plagiarism This link opens in a new window
- Citation Styles This link opens in a new window
If you have chosen a topic, you may break the topic down into a few main concepts and then list and/or define key terms related to that concept. If you have performed some background searching, you can include some of the words that were used to describe your topic.
For example, if your topic deals with the relationship between teenage smoking and advertising in the United States, the following key terms may apply:
smoking -- tobacco -- nicotine -- cigarettes
teenage -- adolescents -- children -- teens -- youth
advertising -- marketing -- media -- commercials -- TV -- billboards
When listing the key terms or concepts of your topic, be sure to consider synonyms for these terms as well. Since research is an iterative process, you will also find additional key terms to utilize through the resources you encounter throughout your research process.
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Educational resources and simple solutions for your research journey
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6 Commonly Confused Research Terms
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While writing your research paper, you would come across elements that are the building blocks of a research paper. However, these often technical and confusing terms in research papers may trip up early career researchers. They may find some terms or elements overlapping and may struggle to differentiate between them. Through this article, we aim to clear the deck for successful research writing by helping you understand commonly confused research terms.
1. Citations and references
One set of confusing terms in research is citations and references You All sources used in a paper must always be mentioned within or at the end of the research paper. Text taken verbatim from any source must have all the details of the source within the paper and alongside the text. In research paper terms, this is a citation. References, on the other hand, are the listed versions of all the sources – books, articles, documents, videos, interviews – that were consumed as a part of research and used for writing the research paper.
2. Aim and objectives
These research paper terms might have similar meanings but when these terms are used in research, they should be considered separate. You may think of aims as the ultimate destination and objectives as the route you take to reach your destination. Here’s something to help understand these confusing terms in research. Aims refer to the outcome of the study – anything that you found out, could prove, or could conclude through your research. On the other hand, objectives are the ways in which you’re going to attain your research aims. Aims are broad in nature, while objectives are very specific and focused. Some types of manuscripts only require you to state an aim, others only objectives, and some require both.
3. Research methods and research methodology
Yes, these research paper terms are not interchangeable. Research methodology refers to the principles that guide you to pick the suitable methods for your research paper. For example, it helps you decide what kind of data analysis would help you achieve your aim – qualitative or quantitative. Research methods are the actual methods used to perform the experiments required to successfully complete your research paper. Depending on your research methodology, the research methods may vary including, but not limited to, observation, surveys, interviews, and laboratory experiments. So, be very careful when working with these two confusing terms in research and writing these sections.
4. Background of a study and introduction
It’s essential to understand these research paper terms to impress your readers – journal editors, fellow researchers, and your target audience. The background of a study is the missing piece of the existing literature’s puzzle. Its purpose is to state the significance of your study and the position of your research paper within the existing literature. It is not lengthy and helps the reader understand your topic of research with a wider perspective. Meanwhile, the introduction of a research paper is the opening section of your paper. It’s meant to set the context for the rest of the paper, establish the purpose of the study, and state the research question. So be sure not to mix up these confusing terms in research.
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5. Implications and limitations
Another set of research paper terms that researchers often get confused about is implications and limitations. The ways in which your research findings can be helpful and may be applied are called implications, whereas the shortcomings or the way in which your research findings cannot be applied in real life are the limitations. Stating these two distinct research terms gives a holistic view of the applicability and scope of your research findings, and thus, having clarity on the meaning of these confusing terms in research is crucial.
6. Footnotes and endnotes
The last pair of research paper terms is footnotes and endnotes. Despite their self-explanatory names, this pair of confusing terms in research is a common source of error. Footnotes and endnotes are a way of providing additional information in your research paper. At times, authors may want to elaborate something they have written, but since adding an explanation within the main text may obstruct the flow, this information is added either at the bottom of the page or at the end of the research paper. Depending on the positioning, these additional notes are categorized as footnotes or endnotes when talking about research paper terms. As the names suggest, footnotes are mentioned at the bottom of the page, while endnotes are mentioned at the end of the research paper. Since both have the same function, it’s only a matter of choice which one you prefer to use. While footnotes make it convenient for the reader, having endnotes makes your paper clutter-free.
I hope reading this article helped you distinguish between these confusing terms in research. Moreover, as you gain experience by reading more research papers and writing more papers, you will get better at understanding these research paper terms and other nuances.
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Methodology
Research Methods | Definitions, Types, Examples
Research methods are specific procedures for collecting and analyzing data. Developing your research methods is an integral part of your research design . When planning your methods, there are two key decisions you will make.
First, decide how you will collect data . Your methods depend on what type of data you need to answer your research question :
- Qualitative vs. quantitative : Will your data take the form of words or numbers?
- Primary vs. secondary : Will you collect original data yourself, or will you use data that has already been collected by someone else?
- Descriptive vs. experimental : Will you take measurements of something as it is, or will you perform an experiment?
Second, decide how you will analyze the data .
- For quantitative data, you can use statistical analysis methods to test relationships between variables.
- For qualitative data, you can use methods such as thematic analysis to interpret patterns and meanings in the data.
Table of contents
Methods for collecting data, examples of data collection methods, methods for analyzing data, examples of data analysis methods, other interesting articles, frequently asked questions about research methods.
Data is the information that you collect for the purposes of answering your research question . The type of data you need depends on the aims of your research.
Qualitative vs. quantitative data
Your choice of qualitative or quantitative data collection depends on the type of knowledge you want to develop.
For questions about ideas, experiences and meanings, or to study something that can’t be described numerically, collect qualitative data .
If you want to develop a more mechanistic understanding of a topic, or your research involves hypothesis testing , collect quantitative data .
Qualitative | to broader populations. . | |
---|---|---|
Quantitative | . |
You can also take a mixed methods approach , where you use both qualitative and quantitative research methods.
Primary vs. secondary research
Primary research is any original data that you collect yourself for the purposes of answering your research question (e.g. through surveys , observations and experiments ). Secondary research is data that has already been collected by other researchers (e.g. in a government census or previous scientific studies).
If you are exploring a novel research question, you’ll probably need to collect primary data . But if you want to synthesize existing knowledge, analyze historical trends, or identify patterns on a large scale, secondary data might be a better choice.
Primary | . | methods. |
---|---|---|
Secondary |
Descriptive vs. experimental data
In descriptive research , you collect data about your study subject without intervening. The validity of your research will depend on your sampling method .
In experimental research , you systematically intervene in a process and measure the outcome. The validity of your research will depend on your experimental design .
To conduct an experiment, you need to be able to vary your independent variable , precisely measure your dependent variable, and control for confounding variables . If it’s practically and ethically possible, this method is the best choice for answering questions about cause and effect.
Descriptive | . . | |
---|---|---|
Experimental |
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Research method | Primary or secondary? | Qualitative or quantitative? | When to use |
---|---|---|---|
Primary | Quantitative | To test cause-and-effect relationships. | |
Primary | Quantitative | To understand general characteristics of a population. | |
Interview/focus group | Primary | Qualitative | To gain more in-depth understanding of a topic. |
Observation | Primary | Either | To understand how something occurs in its natural setting. |
Secondary | Either | To situate your research in an existing body of work, or to evaluate trends within a research topic. | |
Either | Either | To gain an in-depth understanding of a specific group or context, or when you don’t have the resources for a large study. |
Your data analysis methods will depend on the type of data you collect and how you prepare it for analysis.
Data can often be analyzed both quantitatively and qualitatively. For example, survey responses could be analyzed qualitatively by studying the meanings of responses or quantitatively by studying the frequencies of responses.
Qualitative analysis methods
Qualitative analysis is used to understand words, ideas, and experiences. You can use it to interpret data that was collected:
- From open-ended surveys and interviews , literature reviews , case studies , ethnographies , and other sources that use text rather than numbers.
- Using non-probability sampling methods .
Qualitative analysis tends to be quite flexible and relies on the researcher’s judgement, so you have to reflect carefully on your choices and assumptions and be careful to avoid research bias .
Quantitative analysis methods
Quantitative analysis uses numbers and statistics to understand frequencies, averages and correlations (in descriptive studies) or cause-and-effect relationships (in experiments).
You can use quantitative analysis to interpret data that was collected either:
- During an experiment .
- Using probability sampling methods .
Because the data is collected and analyzed in a statistically valid way, the results of quantitative analysis can be easily standardized and shared among researchers.
Research method | Qualitative or quantitative? | When to use |
---|---|---|
Quantitative | To analyze data collected in a statistically valid manner (e.g. from experiments, surveys, and observations). | |
Meta-analysis | Quantitative | To statistically analyze the results of a large collection of studies. Can only be applied to studies that collected data in a statistically valid manner. |
Qualitative | To analyze data collected from interviews, , or textual sources. To understand general themes in the data and how they are communicated. | |
Either | To analyze large volumes of textual or visual data collected from surveys, literature reviews, or other sources. Can be quantitative (i.e. frequencies of words) or qualitative (i.e. meanings of words). |
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If you want to know more about statistics , methodology , or research bias , make sure to check out some of our other articles with explanations and examples.
- Chi square test of independence
- Statistical power
- Descriptive statistics
- Degrees of freedom
- Pearson correlation
- Null hypothesis
- Double-blind study
- Case-control study
- Research ethics
- Data collection
- Hypothesis testing
- Structured interviews
Research bias
- Hawthorne effect
- Unconscious bias
- Recall bias
- Halo effect
- Self-serving bias
- Information bias
Quantitative research deals with numbers and statistics, while qualitative research deals with words and meanings.
Quantitative methods allow you to systematically measure variables and test hypotheses . Qualitative methods allow you to explore concepts and experiences in more detail.
In mixed methods research , you use both qualitative and quantitative data collection and analysis methods to answer your research question .
A sample is a subset of individuals from a larger population . Sampling means selecting the group that you will actually collect data from in your research. For example, if you are researching the opinions of students in your university, you could survey a sample of 100 students.
In statistics, sampling allows you to test a hypothesis about the characteristics of a population.
The research methods you use depend on the type of data you need to answer your research question .
- If you want to measure something or test a hypothesis , use quantitative methods . If you want to explore ideas, thoughts and meanings, use qualitative methods .
- If you want to analyze a large amount of readily-available data, use secondary data. If you want data specific to your purposes with control over how it is generated, collect primary data.
- If you want to establish cause-and-effect relationships between variables , use experimental methods. If you want to understand the characteristics of a research subject, use descriptive methods.
Methodology refers to the overarching strategy and rationale of your research project . It involves studying the methods used in your field and the theories or principles behind them, in order to develop an approach that matches your objectives.
Methods are the specific tools and procedures you use to collect and analyze data (for example, experiments, surveys , and statistical tests ).
In shorter scientific papers, where the aim is to report the findings of a specific study, you might simply describe what you did in a methods section .
In a longer or more complex research project, such as a thesis or dissertation , you will probably include a methodology section , where you explain your approach to answering the research questions and cite relevant sources to support your choice of methods.
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How to Start a Research Paper: A Step-by-Step Guide
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Starting a research paper can seem overwhelming, but breaking it down into manageable steps can make the process much easier. This guide will walk you through each stage, from choosing a topic to finalizing your paper, ensuring you stay organized and focused. Whether you're new to research or looking to improve your skills, these steps will help you create a strong, well-structured paper.
Key Takeaways
- Select a topic that interests you and has enough available resources.
- Formulate a clear and focused research question to guide your study.
- Conduct a thorough literature review to understand existing research and identify gaps.
- Develop a detailed research plan with a timeline and methodology.
- Ensure proper formatting and citation to maintain academic integrity.
Choosing a Research Topic
Choosing a research topic is a crucial first step in writing a research paper. It sets the stage for your entire project, so it's important to choose wisely. Here are some steps to help you select a topic that is both interesting and feasible.
Identifying Your Interests
Start by thinking about what excites you. Pick a topic that you find fun and fulfilling. This will keep you motivated throughout your research. Make a list of subjects you enjoy and see how they can relate to your field of study. Your job will be more pleasant if you choose a topic that holds your interest.
Evaluating the Scope of the Topic
Once you have a few ideas, check if they are too broad or too narrow. A good topic should be manageable within the time you have. Ask yourself if you can cover all aspects of the topic in your thesis. For example, exploring the link between technology and mental health could be narrowed down to how WhatsApp use impacts college students' well-being.
Ensuring Availability of Resources
Before finalizing your topic, ensure that there are enough resources available. Conduct preliminary research to see if there is sufficient data and literature on your chosen topic. This step is vital as you may discover issues with your original idea or realize you have insufficient resources to explore the topic effectively. This key bit of groundwork allows you to redirect your research topic in a different, more feasible, or more relevant direction if necessary.
Formulating a Research Question
Understanding the importance of a research question.
A well-defined research question is the cornerstone of any successful research paper. It provides a clear focus and direction for your study, ensuring that your efforts are both relevant and meaningful. A strong research question helps you stay on track and avoid unnecessary detours. It also makes it easier to communicate the purpose and significance of your research to others.
Techniques for Crafting a Strong Research Question
To develop a compelling research question, start by identifying your interests and the gaps in the existing literature. Use the 5 W's: who, what, where, when, and why , to explore different aspects of your topic. This approach will help you narrow down your focus and create a question that is both specific and researchable. Additionally, consider the feasibility of your question by evaluating the availability of resources and the scope of your study.
Aligning Your Question with Objectives
Your research question should align with the objectives of your study. This means that it should be directly related to what you aim to achieve through your research. Clearly defined objectives will guide your research process and ensure that your question remains relevant throughout your study. By aligning your question with your objectives, you can produce a coherent and focused research paper that effectively addresses the problem at hand.
Conducting a Literature Review
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Gathering Relevant Sources
Start by collecting sources that are related to your research topic. Use libraries, online databases, and academic journals to find books, articles, and papers. Skimming sources initially can save you time; set aside those that seem useful for a more thorough read later.
Analyzing Existing Research
Once you have gathered your sources, read through them carefully. Take notes on key points and different viewpoints. This will help you understand the current state of research in your field. Look for common themes and debates that can inform your own work.
Identifying Research Gaps
As you analyze the existing research, look for areas that haven't been explored or questions that haven't been answered. These gaps can provide a direction for your own research and make your thesis more valuable. Identifying these gaps is crucial for crafting a strong research question and ensuring your work contributes new knowledge to the field.
Developing a Research Plan
Creating a solid research plan is crucial for the success of your thesis. It helps you stay organized and ensures that you cover all necessary aspects of your research.
Writing the Thesis Introduction
Establishing context.
Starting your thesis introduction can be daunting, but it's crucial for setting the stage for your research. Establishing the context for your study helps readers understand the background and significance of your work. This section should provide a clear overview of what your thesis will cover, making it easier for readers to follow your arguments.
Crafting a Thesis Statement
Your thesis statement is the heart of your introduction. Typically, it is placed at the end of the introductory paragraph. This statement should succinctly present the main argument or focus of your thesis, guiding the reader on what to expect.
Justifying the Research Problem
Once you have your research question, you need to justify why it is important. Explain the significance of your research problem in the context of existing literature. Highlight the gaps your research aims to fill and how it will contribute to the field. This step is crucial for crafting a bachelor thesis that stands out.
Structuring the Research Paper
Organizing sections.
A well-structured research paper is essential for clarity and coherence. Start by dividing your paper into key sections: Introduction, Literature Review, Methodology, Results, Discussion, and Conclusion. Each section should serve a specific purpose and contribute to the overall argument of your paper. Organize your research by identifying main topics and subtopics, gathering relevant sources, and summarizing key points. This will help you maintain a logical flow throughout your paper.
Ensuring Logical Flow
Ensuring a logical flow between sections and paragraphs is crucial. Use transitions to connect ideas and guide the reader through your arguments. Each paragraph should begin with a clear topic sentence that introduces the main idea, followed by supporting evidence and analysis. This approach not only enhances readability but also strengthens your argument.
Maintaining Coherence
Coherence is achieved when all parts of your paper work together to support your thesis statement. To maintain coherence, make sure each section and paragraph aligns with your research objectives. Regularly review your work to ensure that your ideas are presented logically and that your voice remains dominant. Cite sources carefully to avoid plagiarism and to give credit to the original authors.
Data Collection and Analysis
Choosing data collection methods.
Selecting the right data collection methods is crucial for the success of your research. Data collection is the process of gathering, measuring, and analyzing accurate data. Consider methods such as surveys, interviews, or experiments based on your research needs. Each method has its strengths and weaknesses, so choose the one that best fits your study.
Analyzing Data Accurately
Once you have collected your data, the next step is to analyze it accurately. Use statistical tools and software to help you interpret the data. Create tables and graphs to illustrate your findings clearly. This will help you present your results in a structured and understandable way.
Interpreting Results
Interpreting your results is an essential part of your thesis. Discuss how your findings relate to your research questions and the existing literature. Highlight the significance of your analyses and the reliability of your findings. This will help you draw meaningful conclusions and provide valuable insights into your research topic.
Drafting and Revising the Paper
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Writing the First Draft
Start by writing your first draft without worrying too much about perfection. Focus on getting your ideas down on paper. This initial draft is your chance to explore your thoughts and structure your argument. Remember, the goal is to create a foundation that you can build upon.
Incorporating Feedback
Once you have a draft, it's time to incorporate feedback. Share your work with your thesis supervisor and peers. Their insights can help you see your work from different perspectives and identify areas for improvement. Revising is a continuous process of re-seeing your writing. It involves considering larger issues like focus, organization, and audience.
Polishing the Final Draft
Finally, polish your final draft. Pay attention to grammar, punctuation, and formatting. Ensure that your thesis is clear, concise, and free of errors. This step is crucial for making a strong impression and effectively communicating your research findings.
Proper Formatting and Citation
Adhering to style guides.
When formatting your research paper, it's crucial to follow the specific style guide recommended by your institution. Common styles include APA, MLA, and Chicago. Each style has its own set of rules for formatting headings, tables, and references. Adhering to these guidelines ensures your paper meets academic standards and is easy to read.
Citing Sources Correctly
Citing your sources correctly is essential to avoid plagiarism and give credit to the original authors. Typically, a citation can include the author's name, date, location of the publishing company, journal title, or DOI (Digital Object Identifier) . Use the citation style specified by your university, such as APA or MLA . For example, in APA format, an in-text citation might look like this: (Smith, 2020).
Avoiding Plagiarism
Plagiarism is a serious academic offense. To avoid it, always cite the sources you use in your research. This not only gives credit to the original authors but also adds credibility to your work. Use tools like Grammarly’s Citation Generator to ensure your citations are flawless and your paper is free from plagiarism.
Maintaining Academic Integrity
Understanding academic integrity.
Academic integrity is the foundation of any scholarly work. It involves being honest and responsible in your research and writing. Maintaining academic integrity ensures that your work is credible and respected. It also means giving proper credit to the original authors of the sources you use. This practice not only helps you avoid plagiarism but also strengthens your arguments by backing them up with credible sources.
Strategies to Avoid Plagiarism
To avoid plagiarism, always cite your sources correctly. Use a consistent citation style, such as APA or MLA, and make sure to include all necessary information. Here are some tips to help you:
- Paraphrase information in your own words and cite the source.
- Use quotation marks for direct quotes and include a citation.
- Keep track of all the sources you consult during your research.
- Use plagiarism detection tools to check your work before submission.
Ensuring Originality
Ensuring the originality of your work is crucial. This means that your ideas and findings should be your own, even if they are based on existing research. Here are some ways to ensure originality:
- Conduct thorough research to understand what has already been done in your field.
- Identify gaps in the existing research and focus on filling those gaps with your work.
- Develop your own unique perspective or approach to the topic.
- Regularly review and revise your work to ensure it reflects your original ideas.
By following these steps, you can maintain academic integrity and produce a research paper that is both credible and original.
Finalizing the Research Paper
Proofreading and editing.
Before submitting your research paper, it's crucial to proofread and edit your work thoroughly. Start by reviewing the content for clarity and coherence. Ensure that each section flows logically and that your arguments are well-supported. Pay close attention to grammar, spelling, and punctuation errors, as these can detract from the professionalism of your paper. Consider reading your paper aloud or using a text-to-speech tool to catch mistakes you might have missed.
Preparing for Submission
Once you have polished your paper, it's time to prepare it for submission. Make sure you adhere to the specific formatting guidelines provided by your institution or the journal you are submitting to. This includes checking the font style and size, margins, and page numbering. Ensure that all citations and references are correctly formatted according to the required style guide, such as APA or MLA. Double-check that your paper meets all the submission requirements, including word count and any additional documents that need to be included.
Seeking Peer Review
Before finalizing your research paper, seek feedback from peers or mentors. A fresh set of eyes can provide valuable insights and help identify areas for improvement that you might have overlooked. Share your paper with colleagues or use online platforms to get constructive criticism. Incorporating feedback from others can enhance the quality of your work and ensure that your arguments are clear and compelling.
Wrapping up your research paper can be a daunting task, but it doesn't have to be. Our step-by-step Thesis Action Plan is here to guide you through every stage, making the process smoother and less stressful. Ready to conquer your thesis challenges? Visit our website now and discover how we can help you achieve your academic goals.
Starting a research paper can seem overwhelming, but breaking it down into manageable steps makes the process much easier. By choosing a topic that interests you, conducting thorough research, and organizing your findings, you lay a strong foundation for your paper. Remember to create a clear thesis statement to guide your writing and keep your arguments focused. Drafting, revising, and seeking feedback are crucial steps to refine your work. Finally, ensure your paper is well-formatted and free of errors. With dedication and careful planning, you can successfully navigate the research paper writing process. Good luck!
Frequently Asked Questions
How do i choose a research topic.
Start by thinking about what interests you. Pick a topic that you find fun and fulfilling. This will keep you motivated throughout your research. Also, make sure there are enough resources available on the topic.
Why is a research question important?
A research question guides your study, helping you focus on a specific issue. It makes your research more organized and meaningful.
What is the purpose of a literature review?
A literature review helps you understand what has already been studied about your topic. It shows gaps in the research that your study can fill.
How do I create a research plan?
Outline your methodology, create a timeline, and allocate resources. This helps you stay organized and ensures you cover all necessary aspects of your research.
What should be included in the thesis introduction?
Your thesis introduction should establish the context, present your thesis statement, and justify the research problem. This sets the stage for your study.
How do I ensure my research paper is well-structured?
Organize your sections logically, ensure a smooth flow of ideas, and maintain coherence throughout the paper. Each part should connect well with the others.
What are the best methods for data collection and analysis?
Choose methods that best suit your research needs, such as surveys, interviews, or experiments. Use statistical tools to analyze data accurately and interpret your results.
How can I avoid plagiarism in my research paper?
Always cite your sources correctly and follow the citation style recommended by your institution. Use plagiarism checkers to ensure your work is original.
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Glossary of Research Terms This glossary is intended to assist you in understanding commonly used terms and concepts when reading, interpreting, and evaluating scholarly research. Also included are common words and phrases defined within the context of how they apply to research in the social and behavioral sciences.
A glossary is a collection of words pertaining to a specific topic. In your thesis or dissertation, it's a list of all terms you used that may not immediately be obvious to your reader. Your glossary only needs to include terms that your reader may not be familiar with, and it's intended to enhance their understanding of your work.
Explore the definition of terms in research paper to enhance your understanding of crucial scientific terminology and grow your knowledge.
Glossary of Key Research Terms. This glossary provides definitions of many of the terms used in the guides to conducting qualitative and quantitative research. The definitions were developed by members of the research methods seminar (E600) taught by Mike Palmquist in the 1990s and 2000s.
The purpose of this Glossary of Terms is to help novice researchers in understanding basic research terminologies in educational research. It provides definitions of many of the terms used in the guidebooks to conducting qualitative, quantitative, and mixed methods of research.
A research paper is a piece of academic writing that provides analysis, interpretation, and argument based on in-depth independent research.
Glossary of research terms This glossary is presented to assist advocates in understanding commonly used terms when reading, understanding and evaluating research. This glossary drew from several sources, which are listed at the end of this document. These resources can be helpful to advocates who wish to learn more about understanding and evaluating research.
A step-by-step guide on how to write a glossary in a research paper Most referencing styles and institutions determine that the glossary should be organized in the form of a list, following alphabetical order.
Research Glossary The research glossary defines terms used in conducting social science and policy research, for example those describing methods, measurements, statistical procedures, and other aspects of research; the child care glossary defines terms used to describe aspects of child care and early education practice and policy.
What do we mean by this? Here is an example: Let us pretend we are doing research on nurturing international business research through global value chains literature. You do not need to include definitions for research, business, international, global, etc. These terms are common knowledge and are mostly understood the same way by everyone.
Here are some basic terms and definitions you should be familiar with: Research : the systematic process of finding out more about something than you already know, ideally so that you can prove a hypothesis, produce new knowledge and understanding, and make evidence-based decisions. Research Methods: techniques of collecting, sorting, and ...
Here are 100+ active verbs to make your research writing more engaging. Includes additional tops to improve word and phrase choices.
Part 1. Demystifying nursing research terminology: Part 2. Research. The process of systematic study or investigation to discover new knowledge or expand on existing knowledge. Research method. A means of collecting data. Primary and Secondary Research. Theory. A theory is a set of interrelated concepts, definitions, and propositions that ...
The guide below defines some commonly used words and phrases. Let us know in the comments below or on our Facebook, Twitter, or Instagram pages if you'd like definitions of other words or parts of the research process! Accrual - the number of subjects who have completed or are actively in the process of completing a study. The accrual goal ...
Research papers are similar to academic essays, but they are usually longer and more detailed assignments, designed to assess not only your writing skills but also your skills in scholarly research. Writing a research paper requires you to demonstrate a strong knowledge of your topic, engage with a variety of sources, and make an original contribution to the debate.
The introduction to a research paper presents your topic, provides background, and details your research problem.
Others may have terms scattered throughout glossaries in important primary texts and textbooks. Key terms are the "means of exchange" in disciplines. You gain entry into the discussion by demonstrating how well you know and understand them. Some disciplinary keywords can be tricky because they mean one thing in ordinary speech but can mean ...
Offers detailed guidance on how to develop, organize, and write a college-level research paper in the social and behavioral sciences.
Below are recommendations on how to read each section of a research paper effectively. Note that the sections to read are out of order from how you will find them organized in a journal article or research paper. 1. Abstract. The abstract summarizes the background, methods, results, discussion, and conclusions of a scholarly article or research ...
Defining Key Terms. If you have chosen a topic, you may break the topic down into a few main concepts and then list and/or define key terms related to that concept. If you have performed some background searching, you can include some of the words that were used to describe your topic. For example, if your topic deals with the relationship ...
This glossary provides definitions of many of the terms used in the guides to conducting qualitative and quantitative research. The definitions were developed by members of the research methods seminar (E600) taught by Mike Palmquist in the 1990s and 2000s.
PDF | In this article, different views on term and terminology are analyzed and generalized. Various approaches to the concept "term" and its... | Find, read and cite all the research you need on ...
5. Implications and limitations. Another set of research paper terms that researchers often get confused about is implications and limitations. The ways in which your research findings can be helpful and may be applied are called implications, whereas the shortcomings or the way in which your research findings cannot be applied in real life are ...
Research Methods | Definitions, Types, Examples Research methods are specific procedures for collecting and analyzing data. Developing your research methods is an integral part of your research design. When planning your methods, there are two key decisions you will make.
By following these steps, you can maintain academic integrity and produce a research paper that is both credible and original. Finalizing the Research Paper Proofreading and Editing. Before submitting your research paper, it's crucial to proofread and edit your work thoroughly. Start by reviewing the content for clarity and coherence.