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Rethinking research metrics in dermatology and beyond
1Institute of Chemical Sciences, University of Peshawar, Peshawar, Khyber Pakhtunkhwa, Pakistan.
Clinics in Dermatology
|August 28, 2025
Summary
Evaluating academic performance in dermatology requires more than just citation counts. Diverse metrics reveal author impact varies, and ethical publications are undervalued, necessitating a balanced assessment approach.
Area of Science:
- Bibliometrics and scientometrics
- Dermatology research assessment
- Academic impact measurement
Background:
- Assessing academic performance in dermatology presents challenges, with researchers seeking clear indicators of scholarly influence.
- Over-reliance on single metrics like citation counts or the h-index offers a limited view of an author's true impact.
- Ethical publications, though valuable, often have modest citation profiles, creating a gap between measurable indicators and genuine contribution.
Purpose of the Study:
- To analyze the variability of author rankings in dermatology based on different bibliometric indicators.
- To highlight the limitations of traditional metrics in capturing the full scope of academic influence.
- To propose a more comprehensive and equitable approach to evaluating scholarly contributions in dermatology.
Main Methods:
- Analysis of diverse bibliometric indicators from the Scopus database.
- Comparison of author rankings across various metrics.
- Consideration of publication types, journal quality, collaboration, funding, and societal contributions.
Main Results:
- Author rankings in dermatology significantly shifted depending on the bibliometric metric used.
- Ethical publications (letters, notes) demonstrated modest citation profiles despite potential scholarly value.
- Inflated authorship and citation manipulation complicate fair academic evaluation.
Conclusions:
- No single metric adequately captures academic impact in dermatology; a multidimensional framework is needed.
- Integrating qualitative assessments with quantitative metrics can foster fairness and transparency.
- Promoting ethical use of metrics is crucial for meaningful recognition in academic medicine.
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