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February 24, 2026Journal of Public Affairs

Measuring the Impact of Inflation and GDP Growth on the Gini Index: Panel Data Evidence From Beta Regression Models

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Authors

MDMárcio Alves DinizPGPatrícia Balthazar GarciaGPGustavo Henrique de Araujo Pereira

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Overview

This analysis examines income distribution in relation to inflation and GDP growth, indicating the need for broader interventions.

Key Points

  • The research aims to evaluate various linear and beta regression models for analyzing the Gini index and income distribution.
  • Comparison of linear models (pooled, fixed effects, random effects) with beta regression models.
  • Utilization of hypothesis tests (Chow, Breusch-Pagan, Hausman) for model appropriateness.
  • Assessment of model fit using R² and pseudo-R² metrics.
  • Fixed effects and random effects models outperform pooled data models.
  • Empirical findings show random effects yield similar outcomes as beta regression models.
  • Beta regression models demonstrate better fit for capturing nuances in income distribution.

Cite This Study

Diniz et al. (2026) studied this question.

synapsesocial.com/papers/699d3fc8de8e28729cf6483bhttps://doi.org/10.1002/pa.70118
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Also Consider

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