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

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How Do You Review Literature From a Discipline You Do Not Know Well?

Reviewing literature outside your discipline requires more than finding relevant papers. Learn how to orient yourself to an unfamiliar field, search iteratively, interpret studies in disciplinary context, and recognize when you need expert help.

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Reviewing Literature From an Unfamiliar Discipline Guide 793 of 899
01 · The Question

How Can You Review a Field When You Do Not Yet Know How That Field Thinks?

You need literature from another discipline, but entering an unfamiliar field creates an awkward problem: you may not yet know enough about the field to search it well, judge what you find, or even recognize what you are missing.

The difficulty is not simply unfamiliar subject matter. Disciplines can differ in terminology, preferred databases, influential journals, methodological traditions, assumptions about evidence, citation practices, and even the meanings attached to apparently familiar concepts. A search that looks thorough from the perspective of your own discipline can therefore have substantial blind spots.

The goal is not to become an expert in the other discipline before you can review it. You need enough disciplinary orientation to search intelligently, interpret cautiously, and know which conclusions your current understanding can and cannot support.

02 · The Short Answer

Orient Yourself Before You Try to Review the Literature

In Brief

When reviewing literature from an unfamiliar discipline, begin by mapping how that field names the problem, where its literature is concentrated, which works and authors provide useful orientation, and what conventions shape the interpretation of evidence. Then search iteratively rather than relying on one search strategy created from the vocabulary of your own field.

You do not need complete mastery before you begin. Your understanding should develop alongside the search, with terminology, sources, citations, and disciplinary context progressively refining what you look for and how you interpret it.

03 · What You Need to Know

Treat the First Stage as Disciplinary Orientation, Not Evidence Collection

Your first search is partly a search for the field itself

Researchers often approach an unfamiliar discipline with a question already expressed in the language of their home field. That is a reasonable starting point, but it can become a search constraint. The other discipline may describe the same phenomenon using different terminology, divide the problem into different constructs, or study only part of what you regard as a single concept.

This problem is documented in multidisciplinary information retrieval. Relevant literature can be difficult to retrieve when disciplines use different terms, units, or related but non-identical concepts. That means poor retrieval is not always evidence that little research exists. Sometimes you have simply asked the database a question in a language the field does not commonly use.

Early searching should therefore be exploratory. Pay attention to recurring terminology in titles, abstracts, keywords, subject headings, review articles, and the language used by influential authors. Build a working vocabulary as you proceed. If the terminology itself is becoming the main obstacle, first establish how researchers in the unfamiliar field describe the concepts you are searching for.

Find the field's evidence ecosystem

A familiar multidisciplinary database can help you enter a field, but it should not automatically define the boundaries of your review. Disciplines differ in where scholarship is indexed and disseminated. Relevant work may be concentrated in specialist bibliographic databases, particular journals, conference proceedings, books, repositories, or other field-specific sources.

Empirical work on interdisciplinary searching has found value in combining general bibliographic databases with specialist databases and supplementary sources rather than expecting one source to retrieve the entire relevant literature. The appropriate combination depends on the discipline and the purpose of the review.

Before attempting a comprehensive search, identify the databases and publication venues that researchers in that discipline actually use. A database you know well may still be useful, but familiarity is not a good reason to assume disciplinary coverage.

Use orientation sources to build a map, not to outsource your interpretation

Recent review articles, handbooks, authoritative reference works, major position papers, and well-cited papers can help you see how a field organizes itself. Look for recurring theories, constructs, authors, debates, methods, journals, and references. At this stage, you are constructing a provisional map.

Do not confuse an orientation source with the field itself. A review article reflects a scope, method, date range, and set of inclusion decisions. A handbook reflects editorial choices. A highly cited article may be historically important without representing current consensus. Use these sources to discover the landscape, then follow important claims and citations back to the underlying literature.

Backward reference checking and forward citation searching are particularly useful when terminology is unstable or unfamiliar because citation relationships do not depend entirely on your ability to anticipate the correct keywords. Current evidence-synthesis guidance recommends citation searching as a supplementary technique, and citation searches that reveal many additional relevant records can signal that an original database search needs revision.

If you repeatedly encounter older works that appear to anchor theories, methods, or debates, investigate whether those papers are genuinely foundational and why later researchers continue to cite them.

Search iteratively rather than pretending you knew the vocabulary from the beginning

In an unfamiliar field, the first search strategy is rarely your best search strategy. Early results teach you new terms. Those terms reveal new authors and journals. Those papers expose additional subject headings, theories, methods, and competing terminology. Each discovery can improve the next search.

Start broad Use the concepts and terminology you currently know to locate a small set of clearly relevant papers and orientation sources.
Extract the field's language Record recurring keywords, synonyms, controlled vocabulary, construct names, theories, and methodological terms.
Expand the search environment Identify specialist databases, journals, authors, and disciplinary sources that were absent from your initial search.
Search again Revise your search using the vocabulary and sources you discovered rather than merely adding more synonyms from your own discipline.
Follow citation relationships Use reference lists and forward citations around particularly relevant papers to identify work that keyword searching may have missed.

Keep a record of these iterations if the review is intended to be reproducible. Search transparency matters even when the process is exploratory at first. For formal evidence syntheses, the eventual search should meet the methodological and reporting requirements appropriate to that type of review.

Do not assume familiar words carry familiar concepts

Cross-disciplinary reading becomes especially risky when a term looks familiar. You may read a word such as engagement, resilience, validity, literacy, intelligence, adoption, or performance and instinctively supply the definition used in your own literature. The unfamiliar discipline may operationalize it differently, locate it within another theoretical tradition, or use the same label for a narrower or broader construct.

Before combining apparently similar findings, check whether the underlying concept is actually being defined and measured in comparable ways across disciplines. Conversely, do not assume two studies address different phenomena simply because they use different labels. Cross-disciplinary searching sometimes requires recognizing conceptual relationships beneath different terminology.

Watch Out

Familiar terminology can create false confidence. Understanding every word in a paper is not the same as understanding how those words function within the discipline's theoretical and methodological traditions.

Learn how the discipline makes knowledge claims

A literature review requires more than locating papers. You also have to interpret what those papers can reasonably establish.

Disciplines may differ in the research questions they prioritize, accepted study designs, forms of evidence, conventions for argument, common analytical techniques, expectations for measurement, and criteria used to discuss rigor or validity. Even within one discipline, subfields and methodological traditions may disagree.

For that reason, avoid treating the standards of your home discipline as a universal appraisal template. A study should not be judged weak merely because it does not resemble the dominant research design in your own field. At the same time, disciplinary difference is not a reason to suspend critical appraisal. The task is to determine which quality criteria are appropriate to the kind of knowledge claim being made.

Separate what the paper says from what you think it means

While reading unfamiliar literature, keep three questions distinct: What do the authors explicitly claim? What evidence do they provide for that claim? How are you interpreting its relevance to your own research problem?

This separation helps prevent a subtle form of disciplinary translation error. You may correctly understand the findings but incorrectly translate their significance into the assumptions of your own field. When an interpretation materially affects your argument and you remain uncertain about the disciplinary context, consultation with someone who works in that area may be more efficient than another afternoon of increasingly creative database searching.

Your goal is informed interpretation, not instant disciplinary expertise

Interdisciplinary research can involve integrating concepts, theories, methods, data, or perspectives from more than one body of specialized knowledge. That integration requires some understanding of what is being brought together. It does not require every researcher to acquire the same depth of expertise in every contributing discipline.

The appropriate depth of orientation depends on what you are doing with the literature. If another field merely provides background context, modest orientation may be sufficient. If a central theoretical claim, measurement decision, or methodological choice depends on that literature, the threshold should be much higher. In some cases, having a researcher from that discipline review your interpretation is an important safeguard rather than an admission that you failed to read enough.

04 · A Practical Example

What an Iterative Review Looks Like in Practice

Hypothetical Example

An education researcher enters the human-computer interaction literature

Suppose an education researcher is studying how university students interact with an AI-supported learning system. The researcher knows literature on student engagement and technology acceptance but realizes that human-computer interaction (HCI) may provide relevant perspectives on how people experience and interact with the system.

Initial search The researcher searches familiar multidisciplinary sources using terms such as "student engagement," "AI learning system," and "technology acceptance." The results are relevant but dominated by education studies.
Orientation Several cross-disciplinary papers introduce unfamiliar concepts and terms used in HCI. The researcher records these rather than immediately treating them as synonyms for familiar educational constructs.
Field mapping The researcher identifies recurring HCI publication venues, authors, review papers, theories, and citation clusters, then checks specialist sources that were not part of the original search.
Revised searching New searches use terminology discovered from the HCI literature. Citation searching around highly relevant papers reveals additional studies that the original education-oriented keywords did not retrieve.
Interpretation The researcher examines how the HCI papers define and operationalize their constructs instead of automatically equating them with "engagement" or "acceptance" as used in education research.
Verification Where the final study depends substantially on an HCI interpretation, the researcher asks a knowledgeable colleague or collaborator to check whether the literature has been characterized fairly.

The important change is not simply that the second search retrieves more papers. The researcher has changed the conceptual lens through which the search is being conducted. What began as a search from education into HCI gradually becomes a search that is more capable of recognizing HCI on its own terms.

05 · What Researchers Often Get Wrong

Common Mistakes When Entering an Unfamiliar Literature

Misconception

If My Search Returns Hundreds of Papers, I Must Have Covered the Field

Retrieval volume does not establish coverage. A large result set can still systematically miss literature that uses different terminology or appears primarily in disciplinary databases and publication venues you did not search. Ask what kinds of relevant work your strategy would be unable to retrieve, not merely how many records it produced.

Misconception

I Can Translate Everything Into the Vocabulary of My Own Discipline

Translation is sometimes useful, but translating too early can erase meaningful differences. First establish how the unfamiliar field defines and relates its concepts. Only then decide whether concepts across the two disciplines are equivalent, overlapping, nested, or genuinely different.

Misconception

A Highly Cited Paper Tells Me What the Field Currently Believes

High citation counts can signal influence, visibility, methodological usefulness, controversy, or historical importance. They do not establish current disciplinary consensus. Read influential older work alongside later research that develops, tests, criticizes, or replaces its claims.

Misconception

I Should Appraise Every Study Using the Standards I Already Know

Critical appraisal is necessary, but criteria need to fit the research design and knowledge claim. Applying one discipline's preferred methods as universal standards can lead you to dismiss legitimate work for the wrong reasons. Determine what rigor means for the relevant methodological tradition before making that judgment.

Misconception

Once I Understand the Papers Individually, I Can Combine Their Findings

Individual comprehension is only the beginning. Findings from different disciplines may rest on different definitions, units of analysis, populations, assumptions, methods, and explanatory goals. A defensible interdisciplinary synthesis should preserve consequential differences rather than treating every apparently related finding as interchangeable.

06 · What This Means for You

Match the Depth of Your Review to How Much You Depend on the Other Field

You do not need the same level of disciplinary immersion for every project. What matters is how much argumentative weight the unfamiliar literature will carry.

A simple decision framework

If the unfamiliar literature provides background or peripheral context
Orient yourself to the field's terminology and major sources, then verify that your characterization is appropriately limited.
If you are borrowing a theory, construct, instrument, or method
Read more deeply into its disciplinary origins, definitions, assumptions, validation history, criticisms, and current use before transferring it.
If your conclusions depend on integrating evidence from multiple disciplines
Compare definitions, evidence standards, methodological assumptions, and contexts explicitly before combining findings.
If you remain unsure whether your interpretation would be recognized by researchers in that field
Seek disciplinary expertise before treating the interpretation as settled.

As the unfamiliar literature becomes more central to your research, your responsibility to represent its disciplinary context also increases. The final challenge is not merely collecting studies from several fields. It is bringing those literatures into conversation without making their differences disappear.

07 · A Quick Checklist

Before You Rely on Literature From an Unfamiliar Discipline

Before interpreting the unfamiliar literature, check:
I have identified the terminology researchers in the field actually use rather than relying only on terms from my own discipline.
I have identified relevant specialist databases, journals, or other publication venues instead of assuming my usual database provides sufficient coverage.
I have used useful orientation sources to identify major concepts, debates, authors, theories, methods, and references.
I have revised my searches as I learned new terminology rather than treating my first search strategy as final.
I have considered backward reference checking and forward citation searching around particularly relevant papers.
I have checked how important concepts are defined and operationalized before assuming they mean what they mean in my own discipline.
I am evaluating studies using criteria appropriate to their methods and knowledge claims rather than disciplinary familiarity alone.
I can distinguish the authors' claims from my own cross-disciplinary interpretation of those claims.
I know which parts of my interpretation remain uncertain and whether they warrant consultation with a disciplinary expert or information specialist.
08 · Frequently Asked Questions

Questions About Reviewing Literature Outside Your Field

Do I need to become an expert in the other discipline before reviewing its literature?

No. You need enough disciplinary orientation for the role that literature will play in your research. If it provides background, a working understanding may be sufficient. If you are borrowing a theory, method, instrument, or major explanatory claim, substantially deeper understanding may be necessary.

Should I start with review articles?

They can be useful orientation sources because they may expose terminology, debates, major references, and the structure of a literature quickly. Do not assume one review represents the whole discipline, however. Examine its scope and methods, and consult the primary literature for claims important to your own work.

How do I know whether my search terms are wrong?

Warning signs include repeatedly encountering relevant papers through citations that your keyword searches did not retrieve, discovering recurring disciplinary terms absent from your strategy, or finding that your results come mostly from your home discipline despite a clearly cross-disciplinary question. These patterns suggest that the search vocabulary or sources may need revision.

Can I use Google Scholar to enter an unfamiliar field?

It can be useful for exploratory discovery and citation chasing, but it should not automatically substitute for identifying the bibliographic databases and specialist sources appropriate to the discipline, particularly when you are conducting a systematic or otherwise reproducible evidence synthesis.

When should I involve a librarian or information specialist?

Consider doing so when the review requires comprehensive or reproducible retrieval, when you are uncertain which disciplinary databases matter, or when translating a search across databases and controlled vocabularies becomes technically difficult. Formal evidence syntheses may have stronger expectations for specialist involvement or peer review of search strategies.

How do I know when I understand the unfamiliar field well enough?

There is no universal threshold. A practical test is whether you can explain the relevant concepts in the field's terms, identify the main sources and competing interpretations relevant to your question, justify how you appraised the evidence, and state where your interpretation remains uncertain. The threshold should rise with the importance of that literature to your conclusions.

What if two disciplines appear to contradict each other?

First check whether they are actually making comparable claims. Apparent contradictions can result from different definitions, populations, levels of analysis, methods, outcomes, or explanatory aims. If those are comparable and the findings still conflict, the disagreement itself may be an important result rather than something the review needs to eliminate.

09 · The Bottom Line

Learn Enough of the Field to Read It on Its Own Terms

The Bottom Line

To review literature from a discipline you do not know well, first orient yourself to its vocabulary, sources, influential work, concepts, and standards of evidence, then let what you learn refine your searches and interpretations iteratively.

You do not need to become a disciplinary expert overnight. You do need enough understanding to recognize when your own disciplinary assumptions are shaping the search, appraisal, or interpretation, and enough caution to seek additional expertise when those uncertainties could materially affect your conclusions.

10 · Sources and Further Reading

Sources and Further Reading

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11 · Cite this Guide

How to Cite This Guide

This guide is intended to be read, shared, and used in research, teaching, and academic work. If you draw on its ideas, explanations, or other content, please acknowledge the source by citing the guide. Doing so gives appropriate credit and helps your readers locate the original resource.

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