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Spatial Spillover Effects of Fiscal Expenditure on Employed Population in Taiwan

Author

Listed:
  • Hao-Chen Huang
  • Chia-Wei Wang
  • Ting-Hsiu Liao
  • Chih-Wei Li

Abstract

This study aims to examine the impact of local government fiscal expenditure on employment in Taiwan and to investigate whether such effects exhibit spatial spillovers. Employment is a crucial foundation for economic development and social stability, and understanding how fiscal expenditure influences the labor market provides valuable implications for policymaking. Using panel data from 22 counties and cities in Taiwan covering the period 2000–2023, with data obtained from the Directorate General of Budget, Accounting and Statistics (DGBAS), this study constructs a contiguity-based spatial weight matrix. The empirical tests reveal that the Spatial Durbin Model (SDM) provides greater explanatory power than the Spatial Lag Model (SLM) and the Spatial Error Model (SEM). The SDM with spatial and time fixed effects is ultimately adopted, followed by an effects decomposition analysis. The results indicate that expenditures on education, science, and culture, as well as economic development, have stable and positive impacts on employment, accompanied by significant spillover effects. Pension and retirement benefits expenditures also exert positive effects. In contrast, general administrative expenditures show negative impacts, while social welfare expenditures have positive local effects but negative spillovers to neighboring regions. Community development and environmental protection expenditures mainly contribute through positive externalities. JEL classification numbers: C33, C21, E62.

Suggested Citation

  • Hao-Chen Huang & Chia-Wei Wang & Ting-Hsiu Liao & Chih-Wei Li, 2025. "Spatial Spillover Effects of Fiscal Expenditure on Employed Population in Taiwan," Journal of Risk & Control, SCIENPRESS Ltd, vol. 12(1), pages 1-5.
  • Handle: RePEc:spt:rmkjrc:v:12:y:2025:i:1:f:12_1_5
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    References listed on IDEAS

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    1. Jerry Hausman, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    2. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    3. Juanfeng Zhang & Danxia Zhang & Lele Li & Hui Zeng, 2020. "Regional impact and spillover effect of public infrastructure investment: An empirical study in the Yangtze River Delta, China," Growth and Change, Wiley Blackwell, vol. 51(4), pages 1749-1765, December.
    4. Dian, Jie & Li, Shanmin & Song, Tian, 2025. "Achieving the synergy of pollution and carbon emission reductions: Can artificial intelligence applications work?," China Economic Review, Elsevier, vol. 91(C).
    5. Zou, Yanchi, 2024. "The impact of fiscal stimulus on employment: Evidence from China’s four-trillion RMB package," Economic Modelling, Elsevier, vol. 131(C).
    6. Wu, Weiwei & Zhu, Jiandong, 2021. "Are there demonstration effects of fiscal expenditures on higher education in China? An empirical investigation," International Journal of Educational Development, Elsevier, vol. 81(C).
    7. Pan Liang & Yuancao Chen, 2024. "Effects and Mechanisms of Higher Education Development on Intelligent Productivity Advancement: An Empirical Analysis of Provincial Panel Data in China," Sustainability, MDPI, vol. 16(24), pages 1-19, December.
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    Keywords

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    JEL classification:

    • C33 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Models with Panel Data; Spatio-temporal Models
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory

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