Manuel B. Garcia

Manuel B. Garcia serves as the Senior Director for Educational Technology and Digital Learning at FEU Institute of Technology, Manila, Philippines. Read More

Contact Info

1607, FEU Tech Building,
P. Paredes St, Sampaloc,
Manila, Philippines
mbgarcia@feutech.edu.ph

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Part 02 · Discover

Finding What the Literature Really Says

Find relevant scholarly literature, conduct a focused literature review, evaluate existing research, and synthesize the evidence to understand what is already known, what remains uncertain, and where your study fits.

Why This Stage Matters

The literature holds more than a list of answers.

Finding papers is relatively easy. Understanding what a body of literature actually says is much harder. Researchers must look beyond individual articles to recognize patterns, disagreements, influential ideas, unanswered questions, and the evidence that has shaped current understanding of a research problem.

Doing that requires more than collecting sources that mention the same topic. Researchers need to search systematically, evaluate the relevance and credibility of studies, read findings critically, organize evidence around meaningful ideas, and distinguish established knowledge from claims that remain uncertain or contested.

A useful literature review eventually becomes more than a record of previous research. By comparing studies and connecting their findings, researchers can see how knowledge has developed, where explanations compete, which questions remain unresolved, and where a new study can make a meaningful contribution.

Start Here

Start with the first question in this stage.

If you're working through this part from the beginning, this is the first guide in the sequence.

01
First Guide

What Is a Literature Search Actually Supposed to Accomplish?

A literature search is not simply an exercise in finding as many papers as possible. Its purpose depends on what you need the literature to help you understand, decide, or establish in your research.

Start the Guide →
Part 02 · 61 Sections · 899 Guides

From searching to synthesis

Learn how to find, evaluate, organize, and synthesize scholarly literature without becoming overwhelmed by it.

01
purpose of a literature search What Is a Literature Search Actually Supposed to Accomplish?
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02
literature search vs literature review Literature Search vs. Literature Review: What’s the Difference?
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03
literature review before research question Do You Need a Literature Review Before You Have a Research Question?
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04
broad vs focused literature search Should You Search Broadly First or Start With a Focused Question?
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05
how much to know before literature search How Much Should You Know About a Topic Before You Start Searching?
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06
can literature search change research question Can Your Literature Search Change Your Research Question?
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07
literature search strategy What Is a Search Strategy, and Why Is Typing Keywords Into Google Scholar Not One?
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08
does every literature search need to be systematic Does Every Literature Search Need to Be Systematic?
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09
systematic vs reproducible vs comprehensive searching Systematic vs. Reproducible vs. Comprehensive Searching: What’s the Difference?
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10
literature search quality How Do You Know Whether Your Literature Search Is Good Enough for the Kind of Study You’re Doing?
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11
document literature search Should You Document Your Search Even When You Aren’t Conducting a Systematic Review?
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12
literature search comprehensiveness Is the Goal of a Literature Search to Find Everything or to Find Enough of the Right Evidence?
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13
literature search comprehensiveness Can a Literature Search Be Too Comprehensive for the Question You Are Asking?
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14
literature search missing relevant studies Can a Literature Search Be Methodologically Careful but Still Miss the Most Important Evidence?
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15
literature search bias Can a Literature Search Give You a Distorted Picture Even When Every Paper You Found Is Relevant?
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16
understanding research literature Why Is Finding Papers Not the Same as Understanding a Literature?
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17
how many research papers should I read Why Is Reading More Papers Not Automatically Better Than Reading the Right Papers?
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18
what should a literature search reveal What Should You Be Able to Say About a Topic After a Good Literature Search?
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19
understanding research literature How Do You Know Whether You Understand the Literature Rather Than Just Know Many Papers?
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20
literature search rigor Should Different Research Purposes Require Different Levels of Search Rigor?
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21
literature search for thesis How Thorough Does a Literature Search Need to Be for a Thesis or Dissertation?
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22
literature search for journal article How Thorough Does a Literature Search Need to Be for a Journal Article?
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23
literature search before designing a study How Thorough Does a Literature Search Need to Be Before Designing a New Study?
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24
literature search for grant proposal How Thorough Does a Literature Search Need to Be for a Grant Proposal?
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25
literature search for research protocol How Thorough Does a Literature Search Need to Be for a Research Protocol?
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26
literature search for background section How Thorough Does a Literature Search Need to Be for a Background Section?
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27
literature search for narrative review How Thorough Does a Literature Search Need to Be for a Narrative Review?
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28
systematic review literature search How Thorough Does a Literature Search Need to Be for a Systematic Review?
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29
literature search before claiming research gap How Thorough Does a Literature Search Need to Be Before Claiming a Research Gap?
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30
search before claiming no studies exist How Thorough Does a Search Need to Be Before Claiming That No Studies Exist?
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31
exploratory literature search When Is a Quick Exploratory Search Enough?
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32
reproducible literature search When Is a Reproducible Search Necessary?
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33
librarian-designed literature search When Is a Librarian-Designed Search Worth the Additional Effort?
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34
informal literature search When Does an Informal Search Become Too Weak for the Claim You Want to Make?
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35
how to do a literature search How to Do a Literature Search: A Step-by-Step Guide for Researchers
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searchable research question How Do You Turn a Research Question Into a Searchable Question?
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37
research question search terms What Concepts From Your Research Question Should Actually Become Search Terms?
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38
searchable concepts How Do You Break a Complex Research Question Into Searchable Concepts?
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39
search research question as a phrase Should You Search the Entire Research Question as One Phrase?
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40
initial literature search How Broad Should Your Initial Literature Search Be?
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41
literature search too broad How Do You Know When Your Literature Search Is Too Broad?
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42
literature search too narrow How Do You Know When Your Literature Search Is Too Narrow?
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43
inclusion and exclusion criteria Should You Decide Your Inclusion and Exclusion Criteria Before Searching?
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44
literature search date range What Date Range Should You Use for a Literature Search?
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45
how far back to search literature How Far Back Should You Search the Literature?
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46
literature search language restrictions Should You Restrict a Literature Search by Language?
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47
search only peer-reviewed literature Should You Search Only Peer-Reviewed Literature?
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48
how many databases to search How Many Databases Do You Actually Need to Search?
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49
searching more databases Does Searching More Databases Automatically Make a Literature Search Better?
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50
reproducible literature search What Should You Record So You Can Reproduce Your Literature Search Later?
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51
define literature search goal Should You Write Down What You Are Looking for Before Opening a Database?
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52
define relevance before literature search Should You Define What Counts as Relevant Before Seeing the Search Results?
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53
choose study designs before literature search Should You Decide Which Study Designs Matter Before Searching?
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54
define population before literature search Should You Decide Which Populations Matter Before Searching?
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55
define outcomes before literature search Should You Decide Which Outcomes Matter Before Searching?
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56
overly strict literature search criteria Can Overly Strict Search Criteria Hide Important Evidence?
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overly broad literature search criteria Can Overly Broad Search Criteria Make the Literature Impossible to Interpret?
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58
pilot search strategy Should You Pilot a Search Strategy Before Committing to It?
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test search strategy with known relevant paper How Do You Know Whether Your Planned Search Can Actually Find a Paper You Already Know Should Be There?
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60
key paper missing from literature search What Should You Do if a Known Key Paper Does Not Appear in Your Search?
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61
Scopus vs Web of Science vs Google Scholar Scopus vs. Web of Science vs. Google Scholar: Which Should You Use?
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62
PubMed vs MEDLINE PubMed vs. MEDLINE: What’s the Difference?
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63
subject-specific vs multidisciplinary databases Subject-Specific vs. Multidisciplinary Databases: Which Should You Search?
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64
Google Scholar vs Google for research Google Scholar vs. Google: When Is Each Useful for Research?
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65
is Google Scholar enough for a literature review Is Google Scholar Enough for a Literature Review?
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66
Scopus vs Web of Science coverage Does Scopus Contain Everything in Web of Science, or Vice Versa?
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67
why database search results differ Why Does the Same Search Produce Different Results in Different Databases?
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68
university library discovery system Should You Search Your University Library Discovery System?
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69
when to search specialized databases When Should You Search Specialized Databases in Your Field?
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70
no access to research database What Should You Do When You Don’t Have Access to a Major Research Database?
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71
can one database be enough for a literature review Can One Database Be Enough for Some Research Questions?
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72
database coverage for research How Do You Know Whether a Database Actually Covers Your Field?
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73
should you search preprint servers Should You Search Preprint Servers?
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74
should you search thesis and dissertation databases Should You Search Thesis and Dissertation Databases?
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75
when to search conference proceedings When Should You Search Conference Proceedings?
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76
how to find government reports and policy documents Where Do You Find Government Reports, Policy Documents, and Other Nonjournal Research?
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77
best database for research question How Do You Know Which Database Is Most Important for Your Exact Question?
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university research database access Should You Search a Database Simply Because Your University Provides Access to It?
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79
geographic coverage of research databases Can a Major Database Have Poor Coverage of a Particular Country or Region?
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non-English research database coverage Can a Major Database Underrepresent Research Published in Languages Other Than English?
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81
disciplinary coverage of research databases Can a Database Underrepresent Certain Disciplines or Research Traditions?
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82
regional bibliographic databases When Should You Search Regional Bibliographic Databases?
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83
discipline-specific repositories When Should You Search Discipline-Specific Repositories?
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84
search clinical trial registries When Should You Search Trial Registries?
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85
nonclinical study registries When Should You Search Study Registries Other Than Clinical Trial Registries?
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86
government databases for research When Should You Search Government Databases Rather Than Academic Databases?
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87
professional society websites research When Should You Search Professional Society Websites?
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88
search institutional repositories When Should You Search Institutional Repositories?
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89
keywords vs subject headings Keywords vs. Subject Headings: What’s the Difference?
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90
controlled vocabulary What Are Controlled Vocabularies, and When Should You Use Them?
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91
MeSH terms and keywords MeSH Terms and Other Subject Headings: Do You Still Need Keywords?
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how to find search terms for research How Do You Find All the Different Terms Researchers Use for the Same Concept?
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93
acronyms and spelling variations in database searches Should You Include Acronyms, Abbreviations, and Spelling Variations in Your Search?
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94
search historical terminology in academic databases How Do You Search for a Concept That Has Changed Names Over Time?
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95
search for a concept with no agreed name How Do You Search for a Concept That Has No Agreed Name?
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96
search across disciplines with different terminology How Do You Search for a Concept That Different Disciplines Call Different Things?
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search outdated terminology for a population How Do You Search for a Population That Has Been Described Using Outdated Terminology?
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98
search inappropriate older terminology How Do You Search for a Concept When Older Terminology Is Now Considered Inappropriate?
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99
broader vs specific search terms Should You Include Broader Terms as Well as Specific Terms?
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100
related concepts in a literature search Should You Include Related Concepts That Are Not Exact Synonyms?
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101
search terms represent different concepts How Do You Know When Two Search Terms Represent Genuinely Different Concepts?
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102
avoid combining similar search terms with different meanings How Do You Avoid Combining Terms That Look Similar but Mean Different Things?
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103
search brand names and generic names Should You Search Brand Names and Generic Names?
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104
historical names in literature searches Should You Search Historical Names for Interventions, Conditions, Technologies, or Institutions?
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105
search terms for an emerging topic How Do You Build Search Terms for an Emerging Topic Whose Terminology Is Still Changing?
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106
how many synonyms for a literature search How Do You Know When You Have Enough Synonyms for a Concept?
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107
how to search academic databases How to Search Academic Databases Like a Researcher: Keywords, Boolean Operators, and Search Strategies
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108
Boolean operators AND vs. OR vs. NOT: What Do Boolean Operators Actually Do?
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109
Boolean NOT operator When Does Using NOT Accidentally Remove Relevant Research?
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110
phrase searching truncation wildcards What Are Phrase Searching, Truncation, and Wildcards, and When Should You Use Them?
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111
proximity searching What Is Proximity Searching, and When Is It Better Than AND?
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112
title vs abstract vs keyword searching Title vs. Abstract vs. Keyword Searching: Where Should You Search?
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113
full-text searching research articles Should You Search the Full Text of Articles When Searching for Research?
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114
parentheses in database searches How Do Parentheses Change a Database Search?
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115
search syntax across research databases Why Does the Same Search Syntax Not Work in Every Research Database?
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116
translate search strategy between databases How Do You Translate a Search Strategy From One Database to Another?
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117
database search returns too many results What Should You Do When Your Search Returns Thousands of Results?
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118
database search returns too few results What Should You Do When Your Search Returns Almost Nothing?
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119
improve search strategy without changing research question How Do You Improve a Search Without Quietly Changing the Question?
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120
when to stop adding search terms When Should You Stop Adding Search Terms to Your Academic Database Search?
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121
adding more search terms Can Adding More Search Terms Make a Search Worse?
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122
long search strategy Can a Very Long Search Strategy Still Be a Poor Search?
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123
research question search string Should Every Concept in the Research Question Appear in the Search String?
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124
outcome search strategy When Should You Leave an Outcome Out of the Search Strategy?
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125
study design search strategy When Should You Leave a Study Design Out of the Search Strategy?
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126
population filters When Should You Avoid Population Filters?
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127
database filters remove relevant studies Can Database Filters Accidentally Remove Relevant Studies?
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128
built-in database filters Should You Use Built-In “Humans,” “Age,” or “Study Type” Filters?
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129
test search filter too restrictive How Do You Test Whether a Search Filter Is too restrictive?
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130
search sensitivity How Do You Know Whether a Search Is Sensitive Enough?
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131
search precision How Do You Know Whether a Search Is Precise Enough?
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132
search sensitivity vs precision Search Sensitivity vs. Precision: Which Matters More?
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citation chaining How Do You Find Research That Your Keyword Search Missed? A Guide to Citation Chaining
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146
backward vs forward citation searching Backward vs. Forward Citation Searching: What’s the Difference?
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147
snowball searching What Is Snowball Searching, and When Should You Use It?
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148
how to find seminal papers How to Find Seminal Papers and the Most Important Studies in Your Field
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149
what makes a paper seminal What Makes a Paper “Seminal” in the First Place?
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150
does highly cited mean important Does a Highly Cited Paper Automatically Mean It Is Important?
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151
how to find older research with different terminology How Do You Find Important Older Research When Modern Terminology Didn’t Exist Yet?
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152
how to find studies using different terminology How Do You Find Studies That Use Different Terminology From Yours?
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153
related article search What Are Related-Article and Similar-Paper Searches, and Can You Trust Them?
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154
use review articles to find studies Can Review Articles Help You Find Studies Your Database Search Missed?
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155
how to search research by author How Do You Search by Author When Certain Researchers Dominate a Field?
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156
search reference lists of included studies When Should You Search the Reference Lists of Included Studies?
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157
when to stop citation chaining How Far Should Citation Chaining Go Before It Becomes Unproductive?
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158
citation chaining different literature What Should You Do When One Important Paper Seems to Lead to an Entirely Different Literature?
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159
citation chaining included studies Should You Citation-Chain From Every Included Paper?
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160
best papers for citation chaining Which Papers Make the Best Starting Points for Citation Chaining?
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161
citation chaining academic network Can Citation Chaining Trap You Inside One Academic Network or School of Thought?
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162
highly cited papers bias literature search Can Highly Cited Papers Bias What You Find Next?
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163
find research outside dominant literature How Do You Find Research That Does Not Cite the Dominant Literature?
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164
find parallel research literature How Do You Find Studies From a Parallel Literature That Uses Different Concepts?
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165
author search literature review Can Author Searches Reveal Important Work Missed by Topic Searches?
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166
search research group publications When Should You Search the Publications of a Research Group Rather Than Only Individual Authors?
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how to find the latest research How to Find the Latest Research Without Constantly Searching for It
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178
how recent should research be How Recent Does Research Need to Be to Count as “Current”?
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179
literature review recent references Does a Literature Review Need Mostly Recent References?
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180
older vs newer studies When Are Older Studies More Important Than Newer Ones?
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181
find papers published after a systematic review How Do You Find Papers Published After a Major Review?
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182
database search alerts What Are Database Alerts, and Which Searches Are Worth Turning Into Alerts?
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183
citation alerts vs keyword alerts Citation Alerts vs. Keyword Alerts: Which Should You Use?
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184
how to keep up with research How Do You Keep Up With a Field Without Reading Everything Published in It?
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185
how to follow new research Should You Follow Researchers, Journals, or Topics to Keep Up With New Research?
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how to evaluate a preprint How Do You Know When a New Preprint Is Worth Paying Attention To?
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187
research not peer reviewed yet What Should You Do When the Latest Research Hasn’t Been Peer Reviewed Yet?
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188
newest research study Does the Newest Study Deserve More Attention Simply Because It Is New?
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189
find research since last search How Do You Find Research Published Since Your Last Search?
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190
update literature search How Do You Update a Search Without Rerunning Everything Manually?
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191
how often update literature search How Often Should You Update a Literature Search During a Long Project?
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192
new study while manuscript under review What Should You Do When an Important New Study Appears While Your Manuscript Is Under Review?
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193
new study after manuscript acceptance What Should You Do When a Major New Study Appears After Acceptance but Before Publication?
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194
continuous literature monitoring When Does a Fast-Moving Field Require Continuous Literature Monitoring?
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195
keep literature review current How Do You Keep a Literature Review Current When the Field Changes Faster Than Publication?
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196
grey literature What Is Grey Literature, and When Should You Search for It?
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197
grey literature bias Why Can Ignoring Grey Literature Bias What You Think the Evidence Says?
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198
find grey literature Where Do You Find Theses, Dissertations, Reports, and Working Papers?
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conference abstracts in literature review Should Conference Abstracts Be Included in a Literature Review?
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200
conference abstract no full paper What Should You Do When a Conference Abstract Never Becomes a Full Paper?
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201
government reports as research evidence Can Government and Institutional Reports Be Treated as Research Evidence?
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202
evaluate non-peer-reviewed report How Do You Evaluate a Report That Was Never Peer Reviewed?
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203
preprints in literature review Should You Include Preprints in a Literature Review?
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204
preprint vs peer-reviewed article Preprint vs. Peer-Reviewed Article: Which Version Should You Cite?
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205
preprint and published paper different results What Should You Do When a Preprint and the Published Paper Report Different Results?
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206
find unpublished studies How Do You Find Unpublished or Ongoing Studies?
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207
publication bias What Is Publication Bias, and Why Can the Published Literature Give You the Wrong Impression?
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208
file drawer problem What Is the File Drawer Problem?
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209
searching for unpublished research When Is Searching for Unpublished Research Worth the Effort?
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210
clinical trial registries unpublished studies When Should You Search Clinical Trial Registries for Completed but Unpublished Studies?
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211
grant databases ongoing unpublished research When Should You Search Grant Databases for Ongoing or Unpublished Research?
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212
regulatory documents evidence missing journal articles Can Regulatory Documents Contain Evidence Missing From Journal Articles?
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213
government consultation documents research evidence Can Government Consultation Documents Contain Useful Research Evidence?
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214
technical reports methodological detail journal papers Can Technical Reports Contain Better Methodological Detail Than Journal Papers?
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215
find research outside academic journals How Do You Find Research Conducted by Organizations That Rarely Publish in Journals?
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216
find unpublished negative null studies How Do You Find Negative or Null Studies That Were Never Published?
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217
contact researchers unpublished studies Should You Contact Researchers About Unpublished Studies?
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how much to search for unpublished evidence How Much Effort Should You Spend Chasing Unpublished Evidence?
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geographic bias in literature searches Why Might a Standard Literature Search Underrepresent Research From Some Countries?
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220
regional databases for literature search Should You Search Regional Databases When Studying a Local or Regional Question?
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221
find research in non-indexed journals How Do You Find Research Published in Journals Not Indexed by Major Databases?
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222
how to find non-English research How Do You Find Non-English Research When You Search Primarily in English?
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223
translate search terms for literature review Should You Translate Search Terms Into Other Languages?
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224
English abstracts of non-English studies Can English-Language Abstracts Be Enough to Identify Relevant Non-English Studies?
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225
study with no English abstract What Should You Do When Relevant Studies Have No English Abstract?
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226
language restrictions in literature reviews Can Language Restrictions Change the Apparent Conclusion of a Literature Review?
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227
database coverage local research Can Database Coverage Make a Local Research Problem Appear Less Studied Than It Really Is?
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228
research not indexed internationally How Do You Avoid Treating “Not Indexed Internationally” as “No Research Exists”?
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local vs internationally indexed journals Should Local Journals Be Evaluated Differently From Internationally Indexed Journals?
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how to search local grey literature How Do You Search for Evidence When Local Research Is Published Mainly as Reports, Theses, or Government Documents?
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research paper behind a paywall What Should You Do When a Research Paper Is Behind a Paywall?
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232
find legal open-access paper How Do You Find a Legal Open-Access Version of a Paper?
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233
accepted manuscript vs published version Accepted Manuscript vs. Published Version: Does It Matter Which One You Read?
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234
request research paper from author Can You Request a Paper Directly From the Author?
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235
institutional repository What Is an Institutional Repository, and Why Might the Paper Be There?
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trust papers on ResearchGate and Academia.edu Can You Trust Papers Uploaded to ResearchGate or Academia.edu?
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237
find citation but not full text What Should You Do When You Can Find the Citation but Not the Full Text?
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238
cite a paper after reading only the abstract Should You Cite a Paper You Have Only Read the Abstract Of?
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239
cite a study through another paper Can You Cite a Study That You Know Only Through Another Paper?
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240
secondary citation What Is Secondary Citation, and When Is It Acceptable?
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241
research source in a language you cannot read What Should You Do When an Important Source Is Written in a Language You Cannot Read?
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242
supplementary files access barrier What Should You Do When the Supplementary Files Are Behind a Different Access Barrier?
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243
research paper appendix or protocol cannot locate What Should You Do When a Paper Refers to an Appendix or Protocol You Cannot Locate?
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244
research paper PDF unavailable What Should You Do When the Publisher’s Webpage Exists but the PDF Is Unavailable?
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245
can you rely on an accepted manuscript Can You Rely on an Author’s Accepted Manuscript if the Final Published Version Is Inaccessible?
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246
different versions of the same paper What Should You Do When Different Versions of the Same Paper Contain Different Information?
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247
how long should you spend trying to find a research paper How Much Effort Should You Spend Obtaining One Difficult-to-Access Paper?
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248
report source could not be obtained When Is It Better to Report That a Source Could Not Be Obtained Rather Than Rely on Secondary Descriptions?
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which papers to include in a literature review How Do You Decide Which Papers Actually Belong in Your Literature Review?
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250
relevance vs quality in a literature review Relevance vs. Quality: Does a Paper Need Both to Be Included?
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251
do you need to read every paper in a literature review Should You Read Every Paper Your Search Finds?
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252
title and abstract screening What Should You Look for When Screening Titles and Abstracts?
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253
when to retrieve full text of a paper When Should You Retrieve the Full Text of a Paper?
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254
abstract insufficient for study selection What Should You Do When the Abstract Doesn’t Give Enough Information to Decide?
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255
how to apply inclusion and exclusion criteria How Strictly Should You Apply Inclusion and Exclusion Criteria?
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256
change inclusion criteria after screening Can You Change Your Inclusion Criteria After Screening Has Started?
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257
important study does not meet inclusion criteria What Should You Do When an Important Study Doesn’t Meet Your Original Criteria?
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258
exclude old studies from literature review Should You Exclude a Study Just Because It Is Old?
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259
exclude studies from another country Should You Exclude Research From a Different Country or Population?
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260
multiple papers from the same study How Do You Handle Multiple Papers From the Same Study or Dataset?
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261
duplicate publications in literature review What Are Duplicate Publications, and How Can They Distort a Literature Review?
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262
how to record reasons for study exclusion How Do You Keep Track of Why Studies Were Excluded?
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263
two reviewers literature screening Do You Need Two People to Screen the Literature?
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264
when to use a PRISMA flow diagram When Does Study Selection Need a PRISMA Flow Diagram?
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265
relevance vs quality screening Should You Screen for Relevance Before Quality or Quality Before Relevance?
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266
misleading research paper title What Should You Do When the Title Is Misleading?
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267
abstract and full paper mismatch What Should You Do When the Abstract and Full Paper Seem to Describe Different Studies?
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268
study answers part of research question Should You Include a Study That Is Relevant but Answers Only Part of the Question?
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269
right population wrong outcome Should You Include a Study With the Right Population but Wrong Outcome?
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270
right outcome different population Should You Include a Study With the Right Outcome but Different Population?
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271
borderline studies screening How Do You Handle Borderline Studies Without Making Arbitrary Decisions?
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272
maybe studies screening Should You Record “Maybe” Studies Separately During Screening?
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285
how to read a research paper efficiently How to Read a Research Paper Efficiently Without Reading Every Word
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286
how to read a research paper Do You Have to Read a Research Paper From Beginning to End?
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287
what to read first in a research paper What Should You Read First When You Open a Research Paper?
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where to start reading a research paper Abstract, Methods, Results, or Discussion: Where Should You Start?
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how to decide if a research paper is worth reading How Do You Decide Whether a Paper Is Worth Reading in Full?
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290
how much of a research paper do you need to understand How Much of Every Paper Do You Actually Need to Understand?
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291
how to read the methods section of a research paper When Should You Read the Methods Section Closely?
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292
how to read statistical results in a research paper How Do You Read a Statistical Results Section When You Aren’t a Statistician?
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293
how to evaluate the discussion section of a research paper Should You Trust the Authors’ Interpretation in the Discussion?
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294
how to read a research paper outside your field How Do You Read a Paper Outside Your Own Discipline?
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295
how to understand research methods and analysis What Should You Do When You Don’t Understand the Methods or Analysis?
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296
how to take notes on a research paper How Do You Take Notes Without Rewriting the Entire Paper?
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297
what information to extract from a research paper What Information Should You Extract From Every Study You Read?
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298
how to remember research papers you read How Do You Avoid Forgetting Why a Paper Was Important Six Months Later?
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299
read abstract before figures and tables Should You Read the Abstract Before Looking at the Figures and Tables?
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300
read discussion before interpreting results Should You Read the Discussion Before Forming Your Own Interpretation of the Results?
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301
reading conclusion first bias Can Reading the Authors' Conclusion First Bias How You Interpret the Study?
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302
when to read supplementary material When Should You Read the Supplementary Material?
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303
read study protocol with final paper When Should You Read the Study Protocol Alongside the Final Paper?
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304
when to read statistical analysis plan When Should You Read the Statistical Analysis Plan?
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305
read every citation in important paper Should You Read Every Citation in an Important Paper?
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306
how to read a long research paper How Do You Read a Very Long Paper Without Missing the Important Parts?
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307
study research question How to Identify What a Research Study Was Actually Trying to Answer?
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308
identify research question in a paper Is the Research Question Explicitly Stated or Must It Be Inferred?
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309
study population What Population Was Actually Studied in the Research?
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310
participant selection in research How Were Participants Actually Selected for the Study?
→
311
exposure intervention phenomenon What Exposure, Intervention, or Phenomenon Was Actually Examined?
→
312
study comparison group How to Identify the Actual Comparison in a Research Study?
→
313
outcome measure in research What Outcome Was Actually Measured in the Research Study?
→
314
outcome measurement time point When Was the Outcome Actually Measured in the Research Study?
→
315
identify study design What Study Design Was Actually Used Rather Than Merely Named by the Authors?
→
316
data analyzed in research What Data Were Actually Analyzed in the Research Study?
→
317
participants included in analysis Were All Recruited Participants Included in the Analysis?
→
318
primary analysis in research What Was the Primary Analysis in the Research Study?
→
319
secondary and exploratory analyses Which Analyses Were Secondary or Exploratory?
→
320
prespecified analysis What Was Prespecified and What Appears to Have Been Decided Later?
→
321
missing information in research paper What Information Is Missing From the Paper That You Need to Judge the Study?
→
322
study protocol and registry When Should You Consult a Protocol, Registry Entry, Supplement, or Previous Paper to Understand What Was Actually Done?
→

323
how to identify study findings What Did the Study Actually Find Before the Authors Interpreted It?
→
324
numerical results versus author interpretation How Do You Separate Numerical Results From the Authors’ Narrative?
→
325
participant accounts versus researcher interpretation How Do You Separate Participant Accounts From the Qualitative Researcher’s Interpretation?
→
326
data versus conclusions in research What Is the Difference Between What the Data Show and What the Authors Conclude?
→
327
abstract overstates study results Can an Abstract Overstate What the Full Results Show?
→
328
discussion overstates research results Can a Discussion Make a Weak Result Sound Stronger Than It Is?
→
329
unsupported claims in research conclusions Can a Conclusion Introduce Claims That Were Not Supported by the Results?
→
330
association versus causation in research How Do You Recognize When Authors Shift From Association to Causation?
→
331
no evidence versus no effect How Do You Recognize When Authors Shift From “No Evidence” to “No Effect”?
→
332
statistical significance versus practical significance How Do You Recognize When Authors Treat Statistical Significance as Practical Importance?
→
333
subgroup analysis versus primary result How Do You Recognize When Authors Focus on a Subgroup Rather Than the Primary Result?
→
334
interpret results before reading conclusion Should You Form Your Own Interpretation Before Reading the Authors’ Conclusion?
→

335
how to critically evaluate a research paper How to Critically Evaluate a Research Paper: What Should You Actually Look For?
→
336
does peer review mean a study is reliable Does Peer Review Mean a Study Is Reliable?
→
337
can a prestigious journal publish a weak paper Can a Paper Be Published in a Prestigious Journal and Still Be Weak?
→
338
methodological limitation vs fatal flaw How Do You Tell a Methodological Limitation From a Fatal Flaw?
→
339
does the study design answer the research question How Do You Know Whether the Study Design Actually Answers the Research Question?
→
340
how to evaluate a research sample How Do You Judge Whether the Sample Was Appropriate?
→
341
how to evaluate research measures How Do You Know Whether the Measures Were Good Enough?
→
342
does the analysis match the research design How Do You Tell Whether the Analysis Matches the Design?
→
343
how to recognize overstated research results How Do You Recognize When Authors Are Overstating Their Results?
→
344
how to evaluate causal claims in research What Should You Look for When a Paper Makes a Causal Claim?
→
345
study limitations How Much Should Study Limitations Affect Whether You Trust the Findings?
→
346
small sample size in research Does a Small Sample Automatically Make a Study Weak?
→
347
large sample size in research Does a Large Sample Automatically Make a Study Strong?
→
348
how to evaluate qualitative research How Do You Evaluate Qualitative Research Without Applying Quantitative Standards to It?
→
349
how to evaluate mixed-methods research How Do You Critically Evaluate Mixed-Methods Research?
→
350
how to evaluate a systematic review How Do You Evaluate a Systematic Review or Meta-Analysis?
→
351
how to check if a paper is retracted How Do You Know Whether a Paper Has Been Corrected or Retracted?
→
352
citing retracted papers Should You Use a Retracted Paper in a Literature Review?
→
353
problems with a research paper What Should You Do When You Discover That an Important Paper Has Serious Problems?
→
354
methodologically weak study Can a Study Be Well Written but Methodologically Weak?
→
355
poor research reporting Can Poor Reporting Make a Good Study Impossible to Evaluate?
→
356
study missing methodological information Should You Trust a Study You Cannot Fully Appraise Because Key Information Is Missing?
→
357
weak research evidence Can a Study Have No Fatal Flaw but Still Provide Very Weak Evidence?
→
358
study with serious limitations Can a Study Have Serious Limitations but Still Provide Useful Evidence?
→

383
recalculate statistics in a research paper Do You Need to Recalculate Statistics to Critically Appraise a Paper?
→
384
statistical result cannot reproduce How Do You Judge a Statistical Result You Cannot Reproduce?
→
385
P-values effect sizes confidence intervals Should You Focus on P-Values, Effect Sizes, Confidence Intervals, or All Three?
→
386
statistically significant but not important Can a Statistically Significant Result Still Be Unimportant?
→
387
nonsignificant result Can a Nonsignificant Result Still Be Informative?
→
388
how to recognize an underpowered study How Do You Recognize an Underpowered Study From the Published Paper?
→
389
large sample statistically significant trivial effect Can Very Large Samples Make Trivial Effects Look Impressive?
→
390
multiple statistical tests in research What Should You Look for When a Paper Reports Many Statistical Tests?
→
391
selective reporting in research How Do You Recognize Selective Reporting of Significant Analyses?
→
392
post hoc subgroup analysis Should You Trust a Subgroup Finding That Was Not Prespecified?
→
393
overfitting prediction model How Do You Recognize Overfitting in a Prediction Model Paper?
→
394
statistical adjustment in research How Do You Judge Whether Statistical Adjustment Was Appropriate?
→
395
evaluate advanced statistical methods What Should You Do When the Statistical Method Is Too Advanced for You to Evaluate Confidently?
→
396
when to seek statistical expertise When Should You Seek Statistical Expertise Before Relying Heavily on a Study?
→

443
conflicting research findings What Should You Do When Research Studies Reach Different Conclusions?
→
444
can one study overturn previous research Does One New Study Overturn Everything That Came Before It?
→
445
contradictory research findings How Do You Tell a Genuine Contradiction From Studies Asking Different Questions?
→
446
population differences in research studies Could Different Populations Explain Why Two Studies Disagree?
→
447
different outcome measures in research Could Different Measures Explain Why Studies Reach Different Conclusions?
→
448
different research designs conflicting findings Could Different Research Designs Explain Conflicting Findings?
→
449
different statistical analyses conflicting results Could Different Analyses Produce Apparently Contradictory Results?
→
450
positive and null study results How Should You Interpret a Field Where Some Studies Are Positive and Others Are Null?
→
451
should larger studies be given more weight Should Larger Studies Automatically Be Given More Weight?
→
452
newer studies vs older studies Should Newer Studies Automatically Be Trusted More Than Older Ones?
→
453
how to weigh research evidence How Do You Decide Which Evidence Deserves More Weight?
→
454
highest-quality studies disagree with majority What Does It Mean When the Highest-Quality Studies Disagree With the Majority?
→
455
inconsistent research evidence When Is the Evidence Truly Inconsistent Rather Than Simply Complex?
→
456
how to write about conflicting research findings How Do You Write About Disagreement Without Pretending the Literature Has One Clear Answer?
→
457
different definitions in research studies Could Different Definitions Explain Why Studies Disagree?
→
458
different follow-up times in research studies Could Different Follow-Up Times Explain Why Studies Disagree?
→
459
different baseline risks in research studies Could Different Baseline Risks Explain Why Studies Disagree?
→
460
different contexts in research studies Could Different Contexts Explain Why Studies Disagree?
→
461
different intervention implementation conflicting findings Could Different Implementation of the Same Intervention Explain Conflicting Findings?
→
462
missing data handling conflicting results Could Different Missing-Data Handling Explain Conflicting Results?
→
463
random variation in research results Could Random Variation Alone Explain the Apparent Disagreement?
→
464
heterogeneity in research studies How Do You Decide Whether Heterogeneity Is a Problem or a Scientific Finding?
→

465
study design and evidence weight Should Study Design Determine How Much Weight a Paper Receives?
→
466
methodological quality and evidence weight Should Methodological Quality Determine How Much Weight a Paper Receives?
→
467
sample size and evidence weight Should Sample Size Determine How Much Weight a Paper Receives?
→
468
precision and evidence weight Should Precision Determine How Much Weight a Paper Receives?
→
469
directness of evidence Should Directness to Your Question Determine How Much Weight a Paper Receives?
→
470
recency and evidence weight Should Recency Determine How Much Weight a Paper Receives?
→
471
replication and evidence weight Should Replication Determine How Much Weight a Finding Receives?
→
472
independent replication Should Independent Replication Matter More Than Repeated Studies From the Same Group?
→
473
exact population research evidence Should a Study From Your Exact Population Outweigh Stronger Studies From Different Populations?
→
474
better measures vs larger sample Should a Study Using Better Measures Outweigh a Larger Study Using Weaker Measures?
→
475
large weak study vs small strong study How Do You Weigh a Large Weak Study Against a Small Strong Study?
→
476
several studies vs one strong study How Do You Weigh Several Moderate Studies Against One Excellent Study?
→
477
systematic review vs primary study Should a Systematic Review Always Receive More Weight Than a Recent High-Quality Primary Study?
→
478
how to weight studies without cherry-picking How Do You Explain Why Some Studies Matter More Without Simply Choosing the Studies You Prefer?
→

503
how to organize a literature review How to Organize Your Literature Review Without Drowning in Papers
→
504
what information to record from research papers What Information Should You Record About Every Paper?
→
505
literature matrix What Is a Literature Matrix, and Do You Actually Need One?
→
506
how to build a literature matrix How Do You Build a Literature Matrix That Helps You Think Rather Than Just Store Information?
→
507
how to organize a literature review Should You Organize Literature by Author, Theme, Method, Theory, or Finding?
→
508
how to track evidence across studies How Do You Keep Track of Which Studies Support, Contradict, or Complicate an Argument?
→
509
organize papers into multiple themes How Do You Organize Papers That Fit More Than One Theme?
→
510
how to organize literature review notes Should You Organize Literature Review Notes by Paper or by Idea?
→
511
separate authors' claims from your interpretation How Do You Separate What the Authors Said From Your Own Interpretation?
→
512
how to keep track of sources in a literature review How Do You Avoid Losing the Original Source of an Idea?
→
513
how to organize research PDFs and notes How Do You Keep PDFs, Notes, and Citations Connected?
→
514
how to organize research papers for a literature review How Do You Prevent Your Literature Review From Becoming a Folder Full of Papers You Never Revisit?
→
515
literature review notes Should You Record Why Each Paper Matters Rather Than Merely What It Says?
→
516
study strengths and weaknesses Should You Record Study Strengths and Weaknesses While Reading or Later?
→
517
separate interpretation from extracted facts Should You Record Your Own Interpretation Separately From Extracted Facts?
→
518
multiple papers from the same study How Do You Track Multiple Papers From the Same Study?
→
519
papers using the same dataset How Do You Track Which Papers Use the Same Dataset?
→
520
track research paper interpretation How Do You Track Changes in Your Interpretation of a Paper Over Time?
→
521
organize hundreds of research papers How Do You Organize Hundreds of Papers Without Creating Hundreds of Categories?
→
522
when to start synthesizing literature When Should You Stop Reorganizing the Literature and Start Synthesizing It?
→

533
how to write a literature review that synthesizes How to Write a Literature Review That Synthesizes Instead of Summarizes
→
534
summary vs synthesis Summary vs. Synthesis: What’s the Difference?
→
535
synthesize research What Does It Actually Mean to Synthesize Research?
→
536
literature review argument How Do You Move From “Study A Found...” to an Argument About the Literature?
→
537
how to organize a literature review Should a Literature Review Be Organized by Studies or by Ideas?
→
538
identify themes in literature review How Do You Identify Themes Without Forcing Papers Into Artificial Categories?
→
539
synthesize studies with different methods How Do You Synthesize Studies That Use Different Methods?
→
540
synthesize quantitative and qualitative evidence How Do You Synthesize Quantitative and Qualitative Evidence Together?
→
541
synthesize noncomparable studies How Do You Handle Studies That Cannot Be Directly Compared?
→
542
weigh research evidence How Do You Give More Weight to Stronger Evidence Without Ignoring Weaker Studies?
→
543
synthesize heterogeneous literature How Do You Synthesize Literature When Almost Every Study Is Different?
→
544
synthesize conflicting evidence How Do You Write About Conflicting Evidence Without Simply Listing Both Sides?
→
545
consistent pattern in research How Do You Distinguish a Consistent Pattern From a Convenient Narrative?
→
546
avoid overstating literature certainty How Do You Avoid Making the Literature Look More Certain Than It Really Is?
→
547
what the literature establishes How Do You Identify What the Literature Actually Establishes?
→
548
unanswered questions in literature How Do You Identify What the Literature Still Cannot Answer?
→
549
synthesize studies with different definitions How Do You Synthesize Studies That Use Different Definitions of the Same Concept?
→
550
synthesize studies using different measures How Do You Synthesize Studies That Measure the Same Construct Differently?
→
551
synthesize studies with different populations How Do You Synthesize Studies With Different Populations Without Pretending They Are Equivalent?
→
552
synthesize studies from different settings How Do You Synthesize Studies Conducted in Very Different Settings?
→
553
synthesize evidence across different time periods How Do You Synthesize Evidence Across Different Time Periods?
→
554
older and newer studies conflict How Do You Synthesize Evidence When Older and Newer Studies Conflict?
→
555
literature dominated by one research group How Do You Synthesize a Literature Dominated by One Research Group?
→
556
literature dominated by one dataset How Do You Synthesize a Literature Dominated by One Dataset?
→

657
when to stop literature search When Have You Read Enough? Knowing When to Stop Your Literature Search
→
658
find every relevant paper Can You Ever Be Sure You Found Every Relevant Paper?
→
659
literature saturation What Does Literature Saturation Actually Mean?
→
660
when to stop reading literature How Do You Know When New Papers Are No Longer Changing Your Understanding?
→
661
stop literature search when argument supported Should You Stop Searching Once You Find Enough Studies to Support Your Argument?
→
662
contradictory research findings What If You Keep Finding Papers That Contradict What You Thought?
→
663
when to stop literature searching When Does More Searching Stop Improving the Review?
→
664
how much literature is enough How Much Literature Is Enough for a Thesis, Dissertation, or Research Paper?
→
665
comprehensive literature review references Does the Number of References Tell You Whether a Literature Review Is Comprehensive?
→
666
when to update literature search When Should You Update a Literature Search?
→
667
final literature search before submission How Recent Should the Final Search Be Before Submission or Publication?
→
668
new research after finishing literature review What Should You Do When New Research Appears After You Finish Writing?
→
669
when to stop a literature search Should You Stop Searching When You Stop Finding New Papers or When You Stop Learning Anything New?
→
670
stop literature search before finding every paper Can You Stop Searching Even Though You Know More Relevant Papers Probably Exist?
→
671
whether additional literature searching changes conclusions How Do You Know Whether Additional Searching Is Likely to Change the Conclusion?
→
672
when to stop searching literature Should You Keep Searching If Only Weaker and Less Relevant Studies Are Appearing?
→
673
repeated evidence literature search Should You Keep Searching If Every New Study Repeats the Same Evidence?
→
674
literature search procrastination When Does Continuing to Search Become Procrastination Rather Than Rigor?
→
675
justify stopping a literature search How Do You Defend the Decision to Stop Searching?
→

687
narrative vs systematic vs scoping review Narrative, Systematic, Scoping, and Meta-Analysis Reviews: Which One Do You Need?
→
688
literature review vs review article Literature Review vs. Review Article: What’s the Difference?
→
689
narrative vs systematic review Narrative vs. Systematic Review: When Is a Systematic Approach Actually Necessary?
→
690
systematic review vs scoping review Systematic Review vs. Scoping Review: Which One Fits Your Question?
→
691
scoping review vs mapping review Scoping Review vs. Mapping Review: Are They the Same Thing?
→
692
rapid review vs systematic review Rapid Review vs. Systematic Review: What Do You Give Up for Speed?
→
693
umbrella review vs systematic review Umbrella Review vs. Systematic Review: When Should You Review the Reviews?
→
694
integrative review vs narrative review Integrative Review vs. Narrative Review: What’s the Difference?
→
695
meta-analysis systematic review What Is a Meta-Analysis, and Does Every Systematic Review Need One?
→
696
meta-analysis without systematic review Can You Conduct a Meta-Analysis Without Conducting a Systematic Review?
→
697
qualitative evidence synthesis What Is a Qualitative Evidence Synthesis?
→
698
meta-synthesis vs meta-analysis What Is a Meta-Synthesis, and How Is It Different From Meta-Analysis?
→
699
literature review protocol Do You Need a Protocol for a Literature Review?
→
700
preregister systematic scoping review Should You Preregister a Systematic or Scoping Review?
→
701
two reviewers systematic review Do You Need Two Reviewers for a Systematic Review?
→
702
literature review research project When Is a Literature Review Large Enough to Be a Research Project of Its Own?
→
703
review question reviewed too recently How Do You Know When a Review Question Has Already Been Reviewed Too Recently to Justify Another Review?
→
704
review of reviews vs systematic review Should You Conduct a Review of Reviews Instead of Another Systematic Review?
→
705
scoping review too broad When Is a Scoping Review Too Broad to Be Useful?
→
706
systematic review too narrow When Is a Systematic Review Too Narrow to Justify the Work Required?
→
707
narrative review vs systematic review When Is a Narrative Review More Appropriate Than a Systematic Review?
→
708
when rapid review scientifically defensible When Is a Rapid Review Scientifically Defensible?
→
709
rapid review risk missing evidence When Is a Rapid Review Too Risky Because Important Evidence May Be Missed?
→
710
when qualitative evidence synthesis is appropriate When Is Qualitative Evidence Synthesis the Best Way to Answer the Review Question?
→

735
questions already answered by existing literature What Are the Major Questions the Existing Literature Has Already Answered?
→
736
partly answered research questions What Are the Major Questions the Existing Literature Has Partly Answered?
→
737
research questions barely addressed in literature What Are the Major Questions the Existing Literature Has Barely Addressed?
→
738
populations studied repeatedly in literature Which Populations Have Been Studied Repeatedly in the Existing Literature?
→
739
populations missing from existing literature Which Populations Are Missing From the Existing Literature?
→
740
research methods that dominate the literature Which Research Methods Dominate the Existing Literature?
→
741
research methods missing from literature Which Research Methods Are Missing From the Existing Literature?
→
742
outcomes studied repeatedly in literature Which Outcomes Are Studied Repeatedly in the Existing Literature?
→
743
outcomes neglected in existing literature Which Outcomes Are Neglected in the Existing Literature?
→
744
theories that dominate the literature Which Theories Dominate the Existing Literature?
→
745
research findings replicated across studies Which Research Findings Have Been Replicated Across Studies?
→
746
findings dependent on one study or research group Which Research Findings Depend on One Study or Research Group?
→
747
strong evidence in existing literature Where Is the Evidence Strong in the Existing Literature?
→
748
weak evidence in existing literature Where Is the Evidence Weak in the Existing Literature?
→
749
contradictory evidence in existing literature Where Is the Evidence Contradictory in the Existing Literature?
→
750
no evidence in existing literature Where Is There Simply No Evidence in the Existing Literature?
→

877
most important literature Have You Found the Most Important Literature, Not Just the Literature That Was Easiest to Find?
→
878
search multiple research databases Have You Searched Beyond a Single Database?
→
879
multiple keywords literature search Have You Searched Beyond a Single Set of Keywords?
→
880
important older research Have You Looked for Important Older Research?
→
881
important recent research Have You Looked for Important Recent Research?
→
882
grey and unpublished literature Have You Considered Grey and Unpublished Evidence Where Relevant?
→
883
check research paper retraction Have You Checked Whether Major Studies Have Been Corrected or Retracted?
→
884
multiple papers same study Have You Distinguished Multiple Papers From Multiple Independent Studies?
→
885
critically evaluate research studies Have You Critically Evaluated Studies Rather Than Assuming Publication Means Quality?
→
886
strongest evidence in research Have You Identified the Strongest Evidence in the Literature?
→
887
weakest evidence in research Have You Identified the Weakest Evidence in the Literature?
→
888
why research studies disagree Do You Understand Why Important Studies Disagree?
→
889
apparent disagreement in research Have You Checked Whether Apparent Disagreement Actually Reflects Different Questions, Populations, Measures, or Methods?
→
890
consistent research evidence Have You Identified Where the Evidence Is Genuinely Consistent?
→
891
uncertainty in research evidence Have You Identified Where the Evidence Is Genuinely Uncertain?
→
892
cherry-picking evidence in research Have You Avoided Cherry-Picking Evidence That Supports Your Preferred Interpretation?
→
893
trace research claims to original evidence Have You Traced Important Claims Back to Their Original Evidence?
→
894
research evidence dependence Have You Identified Which Conclusions Depend Heavily on One Study, Research Group, Dataset, or Method?
→
895
evidence vs author claims in research Have You Identified What the Evidence Actually Establishes Rather Than What Authors Repeatedly Claim?
→
896
unanswered questions in research Have You Identified What the Existing Evidence Still Cannot Answer?
→
897
when literature review is sufficient Have You Read Enough That Additional Studies Are Unlikely to Materially Change Your Understanding?
→
898
how recent should a literature search be Is Your Literature Search Recent Enough for the Field You Are Studying?
→
899
state of the research evidence Can You Explain the State of the Evidence Without Simply Listing Studies?
→
900
weigh research evidence Can You Explain Why Some Evidence Deserves More Weight Than Other Evidence?
→
901
explain uncertainty in research Can You Explain the Major Uncertainties Without Exaggerating Them?
→
902
future research needed Can You Explain What New Research Is Actually Needed?
→
903
unnecessary future research Can You Explain What New Research Is Probably Not Needed?
→
904
research assumptions literature review Has the Literature Changed Any of the Assumptions You Began With?
→
905
literature change research question Has the Literature Changed the Research Question You Originally Wanted to Ask?
→
906
redundant research study Has the Literature Shown That Your Proposed Study Would Be Redundant?
→
907
more valuable research study Has the Literature Shown That a Different Study Would Be More Valuable?
→
908
defensible conceptual foundation Do You Understand the Literature Well Enough to Build a Defensible Conceptual Foundation?
→
909
build research foundation from literature Are You Ready to Move From “What Does the Literature Say?” to “What Foundation Should Your Study Stand On?”
→
When You're Ready to Move On

The literature now needs a research structure.

Once you understand what is already known, the next task is connecting your question to concepts, constructs, theory, and a defensible research foundation.

Next · Part 03

Building a Foundation Your Study Can Stand On

Build a strong research foundation by connecting your research question to theory, concepts, constructs, variables, hypotheses, and a framework that clearly explains what your study investigates.

Continue to Part 03 →