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9 months ago in Impact Factor , Journal Impact Factor , Scientometrics By Shreesha

How can bibliometric indicators (e.g., citation count, h-index, journal impact factor) be used to assess the impact and influence of publications, authors, or institutions?

My department often uses metrics like the h-index for promotion, but I'm skeptical about their simplistic use. As a junior scholar, I want to understand how these indicators should be properly applied and interpreted in a rigorous analysis to assess the true impact of a publication, author, or institution.

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By Nirav Answered 4 months ago

Use these numbers as signals, not verdicts. In my work evaluating research portfolios, a single number like the h-index is meaningless without context the field's citation norms, career stage, and co-authorship practices. I recommend a dashboard approach: use citation counts for paper-level attention, the h-index for a sustained career snapshot (but compare within your discipline), and journal metrics cautiously as a proxy for audience, not article quality. Crucially, always complement these with qualitative insight. I have seen highly influential, field-shifting papers with modest citations that pure metrics would miss entirely.

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