Navigating Peer Review · 8 min read

How to peer review a paper when you’re the only expert in the room

In a large field, learning how to peer review a paper often means working alongside several other researchers with similar expertise. In a highly specialized area, the situation can be different.

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ReviewerOne
ReviewerOne · 3 Sep 2026
How to peer review a paper when you’re the only expert in the room

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In a large field, learning how to peer review a paper often means working alongside several other researchers with similar expertise. In a highly specialized area, the situation can be different. You may know the authors, recognize the work from a conference or preprint, and realize that very few researchers could provide the same specialist peer review. That does not automatically mean you should decline. Peer review in a small field requires extra care around conflicts of interest, prior exposure, professional relationships, and the influence of your own methodological preferences. The goal is still the same: provide a fair, useful manuscript review that helps the editor evaluate the research.

How should you check for a conflict of interest in peer review?

Before you begin a manuscript review, decide whether any relationship or competing interest could prevent you from assessing the paper impartially. This is particularly important in peer review in a small field because professional overlap is often difficult to avoid. The Committee on Publication Ethics (COPE) advises reviewers to declare potential competing interests and raise any uncertainty with the journal. Its Ethical Guidelines for Peer Reviewers identify examples including recent close collaboration, mentorship relationships, joint grants, employment at the same institution, and other personal, professional, intellectual, or financial interests that could affect impartiality. 

Knowing an author or working in the same research network does not automatically create a conflict of interest in peer review. You may have cited the authors, attended the same conferences, or worked on related questions. However, an active collaboration, close personal relationship, recent mentorship, direct competition around closely related work, or financial interest deserves disclosure. If the situation is unclear, tell the editor before proceeding. A specialist reviewer should not have to make the final judgment about whether a disclosed relationship is acceptable. Giving the editor the relevant information allows them to decide whether you should continue with the peer review.

How can deep expertise affect specialist peer review?

Deep expertise makes specialist peer review valuable, but it can also make personal scholarly preferences harder to separate from genuine problems in the paper. When considering how to peer review a paper in your own narrow area, ask whether each major concern reflects a flaw in the research or a legitimate choice that differs from the approach you would have taken. You may know the literature well enough to have strong views about the best method, theoretical framework, or interpretation. Another researcher can make a different choice and still produce rigorous work. A useful manuscript review therefore explains whether the issue affects validity, clarity, interpretation, or reproducibility rather than treating disagreement alone as evidence of a problem. 

For example, if a method is accepted within the field but you would have chosen another approach, explain the limitations of the authors’ choice without implying that your preferred method is the only acceptable one. If the method contains a genuine error that affects the findings, identify the error and explain why it matters. This distinction becomes especially important in peer review in a small field because a specialist reviewer may carry more influence when few comparable experts are available. Reviewer disagreement can also arise when qualified experts weigh methods, significance, or evidence differently. ReviewerOne’s guide to handling reviewer disagreement during peer review explains why an independent, well-supported assessment is more useful to the editor than trying to force agreement between reviewers.

What should you do if you have seen the work before?

Seeing an earlier version of the work does not automatically prevent you from conducting the manuscript review. In specialist peer review, prior exposure through a conference presentation, preprint, workshop, or research discussion can be common. The important question is whether that prior exposure creates a conflict of interest in peer review or affects your ability to provide an independent assessment. If it might, disclose the situation to the editor and follow the journal’s instructions. COPE advises reviewers to raise potential competing interests whenever they are uncertain about their ability to provide a fair assessment. If you continue, review the manuscript as submitted. Do not assess an earlier conference version or rely on explanations the authors gave in conversation if those explanations are not present in the paper. When learning how to peer review a paper fairly, keeping your assessment tied to the submitted evidence is essential.

How should you write a review when the authors may identify you?

Write the report as though the authors could recognize you from your specialist peer review comments. In peer review in a small field, expertise, terminology, or the nature of your observations may make a reviewer identifiable even when the journal uses an anonymous review model. That possibility should not make your comments less critical. It should make them more precise and defensible. Focus on the research rather than the researchers, explain why each major concern affects the paper, and acknowledge strengths where they are relevant to the assessment. 

A useful test is whether you would be comfortable defending the wording and reasoning of your manuscript review if your identity became known. A vague comment such as “this approach is weak” leaves the editor and authors guessing. Explaining which part of the approach is insufficient, what consequence it has for the findings, and what clarification is needed makes the peer review more useful. COPE also advises reviewers to provide objective and constructive reports rather than hostile or personal criticism. That standard is useful in every review, but it becomes especially important for a specialist reviewer working within a small professional community.

What if you really are the only specialist reviewer available?

If you are the only specialist reviewer the editor can find, be transparent about both the strengths and limits of your expertise. Knowing how to peer review a paper does not require pretending that you can assess every method, analysis, or adjacent discipline equally well. COPE advises reviewers to accept assignments only when they have the necessary expertise and to identify gaps in their expertise. If you discover during the manuscript review that an important component falls outside your knowledge, tell the editor promptly.

You can still provide a valuable specialist peer review of the areas you are qualified to assess. Make clear which conclusions you can evaluate confidently, which concerns are more tentative, and where another type of expertise may be useful. Being the strongest available expert does not mean you need to sound certain about everything. In peer review in a small field, clearly stated uncertainty can give the editor more useful information than an overconfident judgment. If specialist invitations are becoming difficult to fit around your research, ReviewerOne’s guide to managing your peer review workload explains how to decide when accepting another manuscript review is realistic and when declining is the better choice.

Key takeaways

Knowing how to peer review a paper in a highly specialized area requires more than subject expertise. A careful specialist peer review should disclose relevant conflicts, separate genuine research problems from personal preferences, assess the manuscript as submitted, and state the limits of the reviewer’s expertise clearly. A strong manuscript review gives the editor enough reasoning to understand what is wrong, what is uncertain, and what may simply reflect a legitimate difference in scholarly judgment. In peer review in a small field, that transparency is especially valuable because each specialist reviewer may carry greater influence.

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Frequently Asked Questions

Can I peer review a paper if I know the authors? 
Sometimes. Knowing the authors does not automatically create a conflict of interest in peer review, particularly in a small field. Disclose relationships or competing interests that could affect impartiality and ask the editor when the situation is uncertain.
Is seeing a preprint a conflict of interest in peer review?
Not automatically. Prior exposure can be common in specialist peer review. Disclose it when the circumstances create a potential competing interest or could affect your independence, and follow the journal’s guidance.
How do I peer review a paper when I disagree with the authors’ method?
Ask whether the method is invalid, insufficiently justified, or simply different from the one you would have chosen. A useful manuscript review explains the consequence of the methodological choice rather than treating personal preference as a requirement.
Should I accept a manuscript review if I cannot assess every part of the paper?
Only if you have enough expertise to provide a useful assessment and the editor is aware of important limitations. A specialist reviewer should tell the journal which areas fall outside their expertise so additional input can be sought if needed.
What should I do when I am the only specialist reviewer?
Be thorough, specific, and transparent about uncertainty. In peer review in a small field, explain which parts of the manuscript review you can assess confidently and where additional expertise may be helpful.

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