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Expert Panels vs Citation Scores: What Really Shapes Brazil's Journal Rankings
Insights from the Field
Qualis
CAPES
Brazil
citation metrics
ordered logit
Teaching and Learning
BPSR
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Dataverse
Expert-Eriven and Citational Approaches to Assessing Journal Publications of Brazilian Political Scientists was authored by Lorena Guadalupe Barberia, Danilo Praxedes Barboza and Samuel Ralize Godoy. It was published by in BPSR in 2018.

This study compares Brazil's expert-driven journal evaluations with citational measures to see which better explains journal quality in political science between 2010 and 2014.

📚 What Was Compared

  • CAPES' Qualis evaluation system (expert-driven rankings) using data provided by CAPES for 2010–2014
  • Citational indicators used for comparison:
  • SCImago Journal Rank (SJR)
  • SCImago h-index
  • Google Scholar Metrics h5-index and h5-median (5-year window)
  • SNIP from CWTS Journal Indicators (Scopus)

📊 How The Comparison Was Done

  • Pairwise correlations assessed the relationship between Qualis ranks and multiple citational indices.
  • Ordered logistic regressions examined which factors predict a journal's next Qualis grade, with key covariates including:
  • a journal's past Qualis score
  • its citational rankings (SJR, h-index, h5 measures, SNIP)
  • country of publication, publication language, and whether the journal has a social science focus

🔑 Key Findings

  • There is a positive but weak correlation between citational indicators and Qualis evaluations.
  • A journal's past Qualis score is the strongest predictor of its subsequent Qualis grade in ordered logit models.
  • Once past Qualis score is controlled for, citational rankings generally do not influence Qualis grades, with one exception: SJR had an effect in the 2013–2014 evaluation cycle.
  • Country of publication, language, and social science focus do not significantly affect Qualis scores when other factors are held constant.

🌍 Why It Matters

  • These results highlight path dependence in expert-driven evaluation systems: past reputational judgments strongly shape future assessments.
  • Reliance on expert panels (as in Qualis/CAPES) limits the influence of citation-based metrics, which has implications for evaluation transparency, cross-national comparability, and incentives for journals and scholars.
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