The Spatial Spillover of Health on Regional Economies: A Spatial Durbin Model Analysis
DOI:
https://doi.org/10.55980/ebasr.v4i2.189Keywords:
Population Health, Economic Growth, Regional Development, Spatial AnalysisAbstract
The purpose of this study is to examine the direct and spillover effects of population health on regional economic performance at the sub-national level in a developing country context. Using regency- and city-level data from Central Java Province, Indonesia, the study employs a Spatial Durbin Model (SDM) to capture both direct impacts within a region and indirect spillover effects across neighboring regions. The model integrates health indicators—such as life expectancy and morbidity rates—with regional economic performance measures, while controlling for socioeconomic and demographic covariates. This spatial econometric approach ensures that interdependencies across administrative boundaries are properly addressed, offering a more comprehensive assessment compared to traditional regression models. The results reveal that improvements in regional health conditions significantly enhance local economic growth, while also producing positive spillover effects in adjacent regions. Specifically, better health outcomes increase labor productivity and expand economic capacity beyond local boundaries, suggesting that regional health is not only a localized asset but also a shared driver of development. Moreover, the findings highlight that neglecting health disparities among neighboring regions can diminish aggregate economic performance, underlining the importance of coordinated health interventions. The study contributes to the literature by providing empirical evidence from a developing country at the sub-national level, a setting often overlooked in prior research dominated by cross-country or national analyses. The findings carry practical implications for policymakers, emphasizing that investments in regional health systems not only foster local prosperity but also strengthen broader regional economic resilience.
References
A A, J., & Stover, J. (2023). Drivers of future population growth in six most populous countries: Effect of demographic components on the population growth using decomposition analysis. Gates Open Research, 7, 118. https://doi.org/10.12688/gatesopenres.14741.1
Agita, V., & Sailesh, S. (2024). The Geography of Human Capital : Insights from the Subnational Human Capital Index in Indonesia. Social Indicators Research, 172(2), 673–702. https://doi.org/10.1007/s11205-024-03322-x
Alwago, W. O. (2022). The nexus between health expenditure , life expectancy , and economic growth : ARDL model analysis for Kenya. Regional Science Policy and Practice, 15(5), 1064–1086. https://doi.org/10.1111/rsp3.12588
Amin, A., Bambang Juanda, & Wiwiek Rindayati. (2023). Effect of Fiscal Independence and Economic Growth on Reducing Poverty and Unemployment in Indonesia. Economics, Business, Accounting & Society Review, 2(2), 97–109. https://doi.org/10.55980/ebasr.v2i2.62
Andrew, A., & Onoriode, B. (2023). Government sectoral spending and human development in Nigeria : Is there a link ? Heliyon, 9(7), e17545. https://doi.org/10.1016/j.heliyon.2023.e17545
Bayar, Y., Danilina, M., & Babitsch, B. (2024). Impact of education and income inequalities on life expectancy : insights from the new EU members. August. https://doi.org/10.3389/fpubh.2024.1397585
Bloom, D. E., Kuhn, M., & Prettner, K. (2024). Fertility in High-Income Countries: Trends, Patterns, Determinants, and Consequences. Annual Review of Economics, 16(1), 159–184. https://doi.org/10.1146/annurev-economics-081523-013750
Cervellati, M., Sunde, U., & Zimmermann, K. F. (2017). Demographic dynamics and long-run development: insights for the secular stagnation debate. Journal of Population Economics, 30(2), 401–432. https://doi.org/10.1007/s00148-016-0626-8
Chanyalew, M. A., Yitayal, M., Atnafu, A., & Tilahun, B. (2023). Assessment of Data Demand for Informed-Decisions Among Health Facility and Department Heads in Public Health Facilities of Amhara Region, Northwest Ethiopia. Health Research Policy and Systems, 21(1). https://doi.org/10.1186/s12961-023-01006-5
de Renzis, A., Faggian, A., & Urso, G. (2022). Distant but Vibrant Places. Local Determinants of Adaptability to Peripherality. Tijdschrift Voor Economische En Sociale Geografie, 113(5), 483–501. https://doi.org/10.1111/tesg.12535
Gao, J., Jun, B., Pentland, A. ‘Sandy,’ Zhou, T., & Hidalgo, C. A. (2021). Spillovers across industries and regions in China’s regional economic diversification. Regional Studies, 55(7), 1311–1326. https://doi.org/10.1080/00343404.2021.1883191
Georgescu, I. A., Bâra, A., & Oprea, S.-V. (2025). Life Expectancy and Its Determinants in Selected European Union (EU) and Non-EU Countries in the Mediterranean Region. Sustainability, 17(11), 5103. https://doi.org/10.3390/su17115103
Hussein, H. A., Warsame, A. A., Ahmed, M. Y., & Abdullahi, A. M. (2024). Fostering economic growth in Somalia: the role of life expectancy and environmental degradation. Discover Sustainability, 5(1), 342. https://doi.org/10.1007/s43621-024-00512-y
Lee, J. W., & Song, E. (2025). Demographic change and long-term economic growth path in Asia. Economic Modelling, 147(October 2023), 107043. https://doi.org/10.1016/j.econmod.2025.107043
Lopreite, M., & Zhu, Z. (2020). The effects of ageing population on health expenditure and economic growth in China: A Bayesian-VAR approach. Social Science & Medicine, 265, 113513. https://doi.org/10.1016/j.socscimed.2020.113513
Manenge, R. (2024). Health Expenditures and Economic Growth in Zimbabwe. International Journal of Economics and Financial Issues, 15(1), 256–264. https://doi.org/10.32479/ijefi.17397
Oliveira, H., Ferreira, V., & Afonso, O. (2024). Exploring the Relationship Between Technological Progress , Human Capital , Political Uncertain , Energy Consumption , and Economic Growth : Evidence from a Panel Data Analysis. In Journal of the Knowledge Economy (Issue 0123456789). Springer US. https://doi.org/10.1007/s13132-024-02431-9
Paramita, S. A., Yamazaki, C., & Koyama, H. (2020). Determinants of life expectancy and clustering of provinces to improve life expectancy : an ecological study in Indonesia. 1–8.
Pramanik, M. N. H., & Hasnain, M. N. (2025). Exploring the nexus between environmental degradation and living standard in Bangladesh: Evidence from ARDL and ECM technique. PLOS Climate, 4(5), e0000421. https://doi.org/10.1371/journal.pclm.0000421
Prettner, K., & Trimborn, T. (2016). Demographic Change and R&D‐based Economic Growth. Economica, 84(336), 667–681. https://doi.org/10.1111/ecca.12195
Rentería, E., Souto, G., Mejía‐Guevara, I., & Patxot, C. (2016). The Effect of Education on the Demographic Dividend. Population and Development Review, 42(4), 651–671. https://doi.org/10.1111/padr.12017
Risandini, F., & Silvi, R. (2022). Potencies and Threats of the Demographic Bonus on the Quality of Human Resources and Economy in Indonesia 2019. Proceedings of the International Conference on Data Science and Official Statistics, 2021(1), 856–867. https://doi.org/10.34123/icdsos.v2021i1.154
Roffia, P., Bucciol, A., & Hashlamoun, S. (2023). Determinants of life expectancy at birth : a longitudinal study on OECD countries. International Journal of Health Economics and Management, 23(2), 189–212. https://doi.org/10.1007/s10754-022-09338-5
Ruzima, M., & Veerachamy, P. (2023). The impact of public spending in education and health on human development in India. Journal of the Asia Pacific Economy, 28(2), 390–403. https://doi.org/10.1080/13547860.2021.1952920
Săseanu, A. S., Gogonea, R.-M., Ghiţă, S., & Zaharia, R. Ş. (2019). The Impact of Education and Residential Environment on Long-Term Waste Management Behavior in the Context of Sustainability. Sustainability, 11(14), 3775. https://doi.org/10.3390/su11143775
Taguchi, H., Lar, N., & Ky, S. (2021). Revisiting the effects of demographic dynamics on economic growth in Asia: a panel vector‐autoregressive approach with a saving channel. Asian-Pacific Economic Literature, 35(2), 77–94. https://doi.org/10.1111/apel.12328
Udoinyang, N., Daniel, R., Ifeoma, G. E., Eduviere, V. O., Nkemdilim, E. R., & David, A. E. (2024). Massive Governance, Miserable Populace: Cost Of Governance As Economic Growth Decelerator In Nigeria. Economics, Business, Accounting & Society Review, 3(2), 92–102. https://doi.org/10.55980/ebasr.v3i2.141
Ursavas, U. (2022). Growth Acceleration and Demographic Structure: The Case of ECOWAS Countries. Fiscaoeconomia, 6(3), 1059–1070. https://doi.org/10.25295/fsecon1077283
Vinh, X., Shahbaz, M., Song, M., Ahmad, S., & Vinh Vo, X. (2021). Munich Personal RePEc Archive Does Economic Growth Stimulate Energy Consumption? The Role of Human Capital and RD Expenditures in China Does Economic Growth Stimulate Energy Consumption? The Role of Human Capital and R&D Expenditures in China. MPRA: Munich Personal RePEc Archive, 110352.
Wang, Y., & Liu, S. (2016). Education, Human Capital and Economic Growth: Empirical Research on 55 Countries and Regions (1960-2009). Theoretical Economics Letters, 06(02), 347–355. https://doi.org/10.4236/tel.2016.62039
Yang, Y., Zheng, R., & Zhao, L. (2021). Population Aging, Health Investment and Economic Growth: Based on a Cross-Country Panel Data Analysis. International Journal of Environmental Research and Public Health, 18(4), 1801. https://doi.org/10.3390/ijerph18041801
Yusuf, A. A., Roos, L., & Horridge, M. (2018). Indonesia’s Moratorium on Palm Oil Expansion From Natural Forests: Economy-Wide Impacts and the Role of International Transfers. Asian Development Review, 35(2), 85–112. https://doi.org/10.1162/adev_a_00115
Zeren, F., & Hizarci, A. E. (2024). Hydropower Energy Consumption, Financial Development, Foreign Direct Investment, and Economic Growth: Further Evidence from Newly Industrialized Countries. Journal of the Knowledge Economy, 15(1), 1535–1555. https://doi.org/10.1007/s13132-023-01135-w
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2025 Novita Mukti Rinusara

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.










