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This is a Panel Data Regression study.

Analysis of Determinants of Crime in Java and Bali

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Crime rates are significantly impacted by education, unemployment, population, and poverty in both islands.
The study reports a notable R-squared value of 68%, indicating a strong model fit for the variables analyzed.
Using panel data regression, which merges time series and cross-sectional data, the best model identified is CEM.
Overall, findings suggest that addressing these socio-economic factors could help reduce crime in Java and Bali.

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Panel data regression reveals significant links between crime and education, poverty, and unemployment in Java and Bali.

Ramadhan et al. (2025) studied this question.

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