Limitations of Academic Bibliometric Indices: The Need for More Comprehensive Metrics.

Bibliometric indices have long served as the foundation for assessing academic productivity and scholarly impact, influencing hiring decisions, tenure evaluations, grant allocations, and institutional rankings. However, traditional metrics such as the Journal Impact Factor and h-index exhibit fundamental limitations that fail to capture the complexity of academic contributions. These indices often prioritize citation counts, fail to account for variations in authorship contributions, and reinforce systemic disadvantages for early-career researchers. In response to these shortcomings, several alternative indices, including the m-quotient, g-index, Eigenfactor Score, and the Departmental Scholarly Index, have been proposed to refine research assessment. While these metrics introduce improvements, they remain constrained by a citation-based framework that disproportionately emphasizes publication volume over qualitative impact. A more comprehensive bibliometric model is needed-one that incorporates authorship position, field-normalized adjustments, and differentiates between research quality and sheer output.