Manuel B. Garcia

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Should You Include Related Concepts That Are Not Exact Synonyms?

Related concepts can improve retrieval when relevant authors use overlapping language, but they should not automatically be treated as synonyms. Include them when they provide a defensible route to eligible evidence without quietly changing what your search is about.

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Related Concepts vs. Synonyms in Search Strategies Guide 100 of 899
01 · The Question

Can a useful search term be related to your concept without meaning the same thing?

Yes, and this is where synonym lists become more complicated than they first appear. While developing a search, you may encounter terms that frequently appear around your concept, retrieve relevant papers, or seem conceptually close to it. Yet their definitions are not identical.

Should those terms still go into the search?

Sometimes they should. Search-methodology guidance commonly recommends considering both synonyms and related terms when developing free-text vocabulary. Cochrane, for example, explicitly distinguishes synonyms from related terms while recommending a broad range of free-text expressions within important search concepts.

The difficult part is deciding when a related term is a useful retrieval route and when it actually represents another concept.

02 · The Short Answer

Include related concepts selectively, not simply because they are related

In Brief

A related concept that is not an exact synonym can belong in your search when it provides a plausible route to eligible records, but it should not automatically be treated as interchangeable with your target concept.

Check how the term is defined and used in relevant literature, test what it retrieves, and decide whether it belongs within the same search concept, requires contextual qualification, or represents a separate concept altogether. Search usefulness and conceptual equivalence are not the same thing.

03 · What You Need to Know

Search vocabulary can be broader than a dictionary synonym list

Synonyms and related terms perform different conceptual roles

A true or near synonym provides another expression for substantially the same concept. A related term has some meaningful relationship to the concept but may emphasize a different dimension, manifestation, mechanism, context, or neighboring construct.

Information-retrieval guidance recognizes this distinction. Cochrane's technical guidance gives separate examples of synonyms and related terms and recommends building controlled vocabulary, text words, synonyms, and related terminology for the concepts represented in a search. Campbell guidance similarly recommends examining both synonyms and related terms when identifying keywords.

Synonym or alternative expression Another way of expressing substantially the same concept for retrieval purposes.
Related concept A concept with a meaningful association or overlap that is not necessarily interchangeable with the target concept.

The second category requires more judgment because conceptual proximity does not tell you automatically whether the term belongs in your search.

Why related terms can retrieve relevant evidence

Authors do not always describe phenomena using the terminology a reviewer would prefer. A paper eligible for your review may discuss the target phenomenon through a neighboring concept, broader theoretical vocabulary, a particular manifestation, or terminology characteristic of another research tradition.

Campbell's current information-retrieval guidance recommends considering how key concepts are represented in relevant fields and cultures, what related terms exist, and how those concepts appear in database controlled vocabularies.

Related terminology can therefore function as a retrieval bridge. The important qualification is that the bridge should lead to eligible evidence often enough to justify its inclusion.

A term does not have to be semantically identical to be useful for retrieval

Search strategies are retrieval instruments, not formal ontologies. Their purpose is to identify records that may satisfy eligibility criteria. Consequently, every expression connected by OR does not necessarily need to be linguistically interchangeable in ordinary prose.

Cochrane guidance describes OR as the operator used to gather terms within a concept and explicitly includes related terms among the expressions that may be developed for that concept.

That does not mean OR proves equivalence. Boolean logic simply instructs the database to retrieve records matching one expression or another.

Watch Out

Do not infer that two concepts are equivalent merely because you placed their terms in the same OR block. Boolean syntax expresses a retrieval decision, not a theoretical claim about the relationship between constructs.

Ask what relationship the related term has to your target

Before including a related concept, identify why it seems relevant. Different relationships have different implications.

Relationship Why it might help Main risk
Near-synonymous concept Authors may use the concepts with substantial overlap Definitions may still differ in important ways
Broader concept Relevant records may use only umbrella terminology Can retrieve many ineligible members of the broader category
Narrower manifestation Authors may name the specific form without naming the umbrella concept May privilege selected manifestations while missing others
Associated concept Target literature may frequently use the neighboring terminology Association may be too weak to justify inclusion
Disciplinary alternative Another field may conceptualize overlapping phenomena differently The constructs may overlap without being equivalent

If the issue is specifically hierarchical, consider whether broader and specific terms should both be included rather than treating them casually as synonyms.

Start with definitions, then examine actual usage

Definitions can reveal whether two concepts have the same conceptual core, partially overlap, or merely occur together. Examine theoretical papers, measurement instruments, database scope notes, and definitions in relevant empirical studies.

Then inspect usage. Titles, abstracts, author keywords, and indexing terms can show whether authors use the related expression in records that genuinely meet your eligibility criteria. Campbell guidance specifically recommends examining relevant titles and abstracts and using thesauri, dictionaries, field expertise, and existing reviews to identify synonyms and related terms.

This combination matters because definitions alone tell you about conceptual relationships, while retrieval testing tells you whether those relationships matter for the search.

Do not turn every neighboring concept into an OR term

A concept can be theoretically relevant to your topic without being useful as a search term. Consider a target construct that is frequently associated with another psychological, social, or technological phenomenon. If nearly every paper using the neighboring term concerns that other phenomenon rather than your target, adding it may create substantial noise.

Search quality involves balancing sensitivity and reasonable precision. Current Cochrane guidance explicitly recommends maximizing sensitivity while striving for reasonable precision rather than simply maximizing the number of records retrieved.

Some related concepts belong in another concept block

Suppose your research question concerns concept A among population B. A term related to A may serve as an alternative route to A. But another term may actually represent population B, an intervention, an outcome, or a separate construct required by the question.

Those terms should not all be flattened into one giant OR list.

Search strategies are usually structured around concept blocks. Terms representing alternatives within a concept are commonly combined with OR, while separate concepts are combined with AND.

The difficult intellectual work therefore happens before the Boolean operators: deciding which expressions represent the same retrieval concept and which belong elsewhere.

Test the marginal contribution of questionable terms

When you are uncertain about a related expression, search it and inspect the records it uniquely contributes. Are any eligible? Do those records fail to use your existing terms? Does the expression recover a recognizable part of the target literature, or mostly an adjacent literature?

Recent methodological guidance recommends validating individual terms and reconsidering highly ambiguous expressions when searches become excessively imprecise.

This turns an abstract semantic debate into an empirical retrieval question.

Related terminology becomes particularly important when naming is unstable

If a concept has no agreed name, strict synonymy may be unrealistic. Relevant literature may be distributed across partially overlapping expressions and descriptive phrases.

The same problem occurs when different disciplines use different terminology. What appears to be a related construct from one disciplinary perspective may function as the primary conceptual vocabulary of another. That is a reason to investigate the relationship carefully, not to assume equivalence in either direction.

04 · A Practical Example

Deciding whether a neighboring construct belongs in the search

Hypothetical Example

A related construct keeps appearing in relevant studies

Imagine that your review concerns a particular form of student engagement. During preliminary searching, you notice that some eligible studies use a neighboring construct in their titles and abstracts instead of your preferred engagement terminology.

The constructs are not theoretically identical. However, several papers retrieved through the neighboring term satisfy your eligibility criteria once their methods and measures are examined.

Define Specify what qualifies as the target concept according to your review question and eligibility criteria.
Compare Examine definitions and measures of the neighboring construct to identify where it overlaps with and differs from your target.
Test Search the related expression and inspect records it retrieves beyond your existing terminology.
Evaluate Determine whether those unique records include enough eligible evidence to make the term useful.
Place If justified, include the expression in the appropriate concept block without claiming that the constructs are theoretically identical.
Screen Apply the eligibility criteria to retrieved records rather than assuming that every record containing the related term represents the target concept.

The related term is useful because of what it helps retrieve, not because the search strategy has magically converted two constructs into synonyms.

05 · What Researchers Often Get Wrong

Common mistakes with related search concepts

Misconception

Only exact synonyms should ever be joined with OR

Search-methodology guidance commonly includes related terms alongside synonyms within concept development. The relevant question is whether an expression provides a defensible route to records representing the search concept, not whether the terms could replace each other in every sentence.

Misconception

If two terms are related, both should be included

Conceptual association alone is insufficient. A related term may retrieve almost entirely irrelevant literature or represent a construct outside the eligibility criteria. Test its retrieval value and conceptual relationship first.

Misconception

Putting terms together with OR means they are synonyms

OR is a retrieval operator. It tells the database to retrieve records matching either expression. It does not establish semantic, theoretical, or empirical equivalence.

Misconception

More related terms always produce a more comprehensive search

Additional terms can increase retrieval while contributing little relevant evidence. Highly ambiguous terms may reduce precision substantially, so their unique contribution should be examined rather than inferred from the size of the result set.

Misconception

Screening can fix any amount of conceptual overexpansion

Screening can remove false positives, but an excessively broad concept block can create an impractical workload and obscure the intended scope of the search. Search sensitivity matters, but so does reasonable precision.

06 · What This Means for You

Give every related term a reason for being there

Do not ask only whether a candidate expression is technically a synonym. Ask what role it plays in retrieval. Does it capture eligible records using neighboring terminology? Does it represent a broader or narrower route to the same evidence? Does another discipline use it for substantially overlapping phenomena?

Then test that reasoning against actual records.

A simple decision framework

If the term is genuinely synonymous or near-synonymous
Include it as an alternative expression when it plausibly appears in relevant records.
If the term is related but not equivalent
Examine definitions and unique retrieval before deciding whether it belongs in the same concept block.
If it represents a broader or narrower concept
Evaluate the hierarchical relationship explicitly rather than labeling it a synonym.
If it represents another essential element of the research question
Consider whether it belongs in a separate concept block combined with AND.
If it retrieves almost entirely neighboring literature
Remove, qualify, or reformulate it unless its small contribution is necessary for the sensitivity required by the review.
07 · A Quick Checklist

Before adding a related concept to your search

Check whether you have:
Identified how the related concept differs from your target concept.
Examined definitions and usage in relevant literature rather than relying on surface similarity.
Checked whether eligible studies actually use the related terminology.
Tested what relevant records the term adds beyond your existing vocabulary.
Determined whether the term belongs in the same concept block or represents another search concept.
Considered the loss of precision caused by ambiguous or expansive related terminology.
Avoided interpreting Boolean OR as evidence that the included concepts are theoretically equivalent.
Documented consequential terminology decisions for complex or reproducible searches.
08 · Frequently Asked Questions

Questions about related concepts in search strategies

Do terms joined with OR have to be exact synonyms?

No. Search guidance commonly includes synonyms and related terms within concept development. What matters is whether each term provides a defensible retrieval route for the concept represented by that block.

How related can a term be before it becomes too broad?

There is no universal semantic threshold. Examine its conceptual relationship, unique relevant retrieval, and effect on precision. If it mainly retrieves a different literature, it probably should not function as an unrestricted alternative for the target concept.

Can a broader term count as a related term?

It can be related, but its hierarchical status is important. A broader term contains more than your target concept, so its retrieval consequences differ from those of a near synonym.

Should related terms be included in systematic review searches?

They can be. Cochrane and Campbell guidance both recognize related terms as part of search vocabulary development. Their inclusion should still reflect the review question, eligibility criteria, database behavior, and the balance between sensitivity and precision.

What if a related term retrieves only one additional eligible study?

That may still matter in a highly sensitive evidence synthesis. Whether the gain justifies the additional screening depends on the purpose of the search, the amount of noise introduced, and how consequential missing that evidence could be.

How do I know whether two terms are actually different concepts?

Compare definitions, theoretical boundaries, operationalizations, measures, and usage in relevant studies. If the distinction is consequential, examine explicitly whether the search terms represent genuinely different concepts before treating them as alternatives.

09 · The Bottom Line

Related does not mean synonymous, but related can still mean useful

The Bottom Line

Include a related concept that is not an exact synonym when it provides a defensible and useful route to eligible evidence, but do not mistake retrieval usefulness for conceptual equivalence.

Define the relationship, examine how authors use the term, test what it uniquely retrieves, and watch for conceptual drift. A search can tolerate some semantic flexibility when sensitivity requires it, but the research question should remain conceptually intact.

10 · Sources and Further Reading

Sources and further reading

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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