The Ethos of the PEERfect REVIEWer: Scientific Care and Collegial Welfare

2026-02-25

AI Summary

This work addresses the prevailing overemphasis on scientific rigor in peer review at the expense of empathy and the reviewer–author relationship, which undermines both scholarly quality and participant well-being. To reconcile these tensions, the paper introduces the “PEERfect REVIEWer” framework—a novel ethical model that elevates empathy to equal standing with scientific rigor as dual core values of peer review. Drawing on a decade of academic experience, literature analysis, and reflective insights from both writing and receiving reviews, the authors distill sixteen actionable guidelines for practice. This framework reimagines reviewers as constructive academic partners, fostering a peer review culture that harmonizes methodological soundness with humanistic care, thereby supporting the sustainable and ethical development of the scholarly community.

Technology Category

• Natural Language Processing: Ethics — Bias, Fairness, Transparency & Privacy
• Humans and AI: Learning Human Values and Preferences
• Philosophy and Ethics of AI: Safety, Robustness & Trustworthiness

Application Category

• User Modeling, Personalization and Recommendation: Accountability, Transparency, and Ethics for personalization
• Search and Retrieval-Augmented AI: Web evaluation methodologies and metrics
• Responsible Web: Mitigating online harms, including harassment, spam, and fake reviews

Abstract

Peer review remains a cornerstone in academia, yet it frequently falls short in fostering joint progress and well-being. While peer review primarily emphasizes scientific rigor, it often lacks the empathy essential for supporting and encouraging all peers involved. In this experience report, I aim to highlight that peer review is a practice that demands both scientific care for quality and collegial welfare for the joint progress and well-being of all peers involved, including authors, co-reviewers, workshop or conference organizers, and journal editors. Drawing on my ten years of experience in academia, I propose the ethos of the PEERfect REVIEWer, grounded in the two core values: Scientific care and collegial welfare. Through reflection shaped by professional exchanges with colleagues, consideration of literature, and an examination of both self-authored and received reviews, I formulated an accompanying guideline with 16 practical recommendations to guide reviewers in their actions to achieve these two values. The ethos of the PEERfect REVIEWer and its accompanying guideline help reviewers in upholding high scientific standards and conducting peer review in a constructive, supportive, respectful, and timely manner. They demonstrate that scientific rigor and empathy are complementary forces that promote impactful peer review practice. By placing scientific care and collegial welfare at the core of peer review, this experience report reaffirms the importance of scientific rigor while also advocating for greater attention to empathy. It invites reviewers to reconsider their role not merely as gatekeepers but as partners in the academic journey of each peer involved. The PEERfect REVIEWer is both a caretaker of quality and a steward of joint progress and well-being - as truly impactful peer review practice requires scientific rigor and empathy in equal measure.

Problem

• peer review
• scientific rigor
• empathy
• collegial welfare
• academic well-being

Innovation

• peer review
• scientific care
• collegial welfare
• reviewer ethics
• constructive feedback