This study examines contemporaneous associations between trade balance, inflation, foreign direct investment (FDI), and economic growth in a balanced panel of 34 Indonesian provincial codes observed over nine quarters (2021Q1–2023Q1; N = 306). The supplied workbook is analyzed using pooled ordinary least squares (OLS), province fixed effects, and two-way province-and-quarter fixed effects; inference for the latter uses province-clustered standard errors. Relative to pooled OLS (adjusted R² = 0.092), the two-way fixed-effects specification explains substantially more sample variation (adjusted R² = 0.472). In that specification, the estimated trade-balance coefficient is positive (β = 0.00250, p = 0.376), the inflation coefficient is negative (β = −0.37182, p = 0.130), and the FDI coefficient is positive (β = 0.00398, p = 0.056); none is significant at the 5% level. These estimates should be interpreted as associations, not causal effects. The contribution is a transparent re-evaluation of provincial correlations that explicitly accounts for unobserved province and common quarterly factors. Crucially, the original official-source provenance, units, provincial mapping, and treatment of negative values have not been established and must be verified before publication.
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