Franse, Maichal

Regional Heterogeneity in Employment Determinants: Evidence from Indonesia

Introduction

Regional heterogeneity in employment determinants: evidence from indonesia. Explore regional heterogeneity in employment determinants across Indonesia (2011-2024), considering FDI, growth, education, and health. Policymakers need tailored regional strategies.

Abstract

Research Originality: This study contributes to the literature by examining regional heterogeneity in employment determinants across Indonesia and underscoring the limitations of models relying solely on national aggregates. Research Objectives: This study investigates the differential impacts of foreign direct investment, economic growth, education, and health on employment at the national level and across distinct regional clusters in Indonesia. Research Methods: The study utilizes panel data regression covering 33 Indonesian provinces from 2011 to 2024, categorized into four regional clusters. Fixed- and random-effects models with robust standard errors are applied, with model selection based on formal specification tests. Empirical Results: The findings reveal substantial regional variation regarding the magnitude and statistical significance of employment determinants. While specific variables show significant associations within certain regions, these relationships remain obscured in national aggregate data. Implications: The results indicate that employment dynamics in Indonesia are inherently regional. Policymakers should prioritize regionally calibrated socioeconomic strategies over uniform national policies to effectively support employment expansion. JEL Classification: J21, F21, O15, O47, R11

Review

This study presents a timely and highly relevant investigation into the regional heterogeneity of employment determinants in Indonesia, a crucial area often overlooked by analyses focusing solely on national aggregates. The core originality lies in its explicit recognition and empirical examination of how factors such as foreign direct investment, economic growth, education, and health manifest differential impacts on employment across distinct regional clusters. By challenging the limitations of uniform national models, the research sets out to provide a more nuanced understanding of Indonesia's complex labor market dynamics, a contribution that is vital for effective economic policy formulation in diverse economies. Methodologically, the study employs a robust approach well-suited to its objectives. Utilizing panel data regression covering 33 Indonesian provinces over a substantial period from 2011 to 2024, and segmenting these into four regional clusters, the authors are equipped to rigorously test for spatial variations. The application of both fixed- and random-effects models, coupled with robust standard errors and formal specification tests for model selection, demonstrates a commitment to econometric rigor and ensures the reliability of the derived estimates. This careful selection of methodology provides a strong foundation for the empirical findings. The empirical results strongly affirm the study's central hypothesis, revealing substantial regional variation in both the magnitude and statistical significance of employment determinants. Crucially, the findings highlight that significant associations visible within specific regions are indeed obscured when relying on national aggregate data, thereby validating the research's original premise. The implications are profound and directly actionable: employment dynamics in Indonesia are inherently regional, necessitating a shift towards regionally calibrated socioeconomic strategies over uniform national policies. This research provides a compelling evidence base for policymakers to design more effective, localized interventions, making a significant contribution to both academic discourse on regional development and practical policymaking.

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