IDEAS home Printed from https://ideas.repec.org/a/spt/apfiba/v16y2026i2f16_2_6.html

A Spatial Econometric Analysis of Healthcare Spending and Medical Resource Allocation Effects on County-Level In-Migration in Taiwan

Author

Listed:
  • Hao-Chen Huang
  • Ting-Chung Wang
  • Ting-Hsiu Liao

Abstract

This study aims to investigate the effects of healthcare spending and medical resource allocation on county-level in-migration in Taiwan, with a particular focus on the spatial spillover effects. Using balanced panel data from 22 counties and cities across Taiwan between 2000 and 2023, this research adopts the Spatial Durbin Model (SDM) within the framework of spatial econometrics to capture the spatial interdependencies and regional linkages resulting from geographic proximity. The empirical findings reveal that certain indicators of medical resource availability—such as the density of healthcare facilities and nursing personnel—exert significant positive effects not only on local in-migration but also on that of neighboring regions, highlighting the critical role of healthcare accessibility in influencing migration decisions. In contrast, government healthcare expenditure shows a negative relationship with in-migration, which may reflect inefficiencies in resource allocation and local implementation. This study confirms the relevance of Tobler’s First Law of Geography in the context of migration and emphasizes the importance of adopting a regionally integrated policy perspective to improve the equity of population mobility and manage policy externalities effectively. JEL classification numbers: H51, I18, R23.

Suggested Citation

  • Hao-Chen Huang & Ting-Chung Wang & Ting-Hsiu Liao, 2026. "A Spatial Econometric Analysis of Healthcare Spending and Medical Resource Allocation Effects on County-Level In-Migration in Taiwan," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 16(2), pages 1-6.
  • Handle: RePEc:spt:apfiba:v:16:y:2026:i:2:f:16_2_6
    as

    Download full text from publisher

    File URL: http://www.scienpress.com/Upload/JAFB%2fVol%2016_2_6.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Silvia Balia & Rinaldo Brau & Emanuela Marrocu, 2018. "Interregional patient mobility in a decentralized healthcare system," Regional Studies, Taylor & Francis Journals, vol. 52(3), pages 388-402, March.
    2. 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.
    3. Badi H. Baltagi & Francesco Moscone & Rita Santos, 2018. "Spatial Health Econometrics," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 305-326, Emerald Group Publishing Limited.
    4. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    5. Qingbin Guo & Kang Luo, 2019. "Concentration of Healthcare Resources in China: The Spatial–Temporal Evolution and Its Spatial Drivers," IJERPH, MDPI, vol. 16(23), pages 1-14, November.
    6. Dong, Xiaofang & Wang, Yalin, 2024. "The geography of healthcare: Mapping patient flow and medical resource allocation in China," Economics & Human Biology, Elsevier, vol. 55(C).
    7. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Mehdi Berrada & Didier Raboisson & Guillaume Lhermie, 2025. "Determinants of access to animal health care in France: evidence from a spatial econometric framework," Review of Agricultural, Food and Environmental Studies, Springer, vol. 106(1), pages 73-97, May.
    2. Mendieta-Aragón, Adrián & Rodríguez-Fernández, Laura & Navío-Marco, Julio, 2025. "Tourism usage of digital collaborative economy platforms in Europe: Situation, behaviours, and implications for the digital policies," Telecommunications Policy, Elsevier, vol. 49(1).
    3. Chun-Hung A. Lin & Suchandra Lahiri & Ching-Po Hsu, 2017. "Happiness and Globalization: A Spatial Econometric Approach," Journal of Happiness Studies, Springer, vol. 18(6), pages 1841-1857, December.
    4. Montmartin, Benjamin & Herrera-Gómez, Marcos, 2023. "Spatial dependence in physicians’ prices and additional fees: Evidence from France," Journal of Health Economics, Elsevier, vol. 88(C).
    5. Quaye, Leonard-Allen A. & Stewart, Shamar & Massa, Olga Isengildina, 2025. "Transportation Disruptions and Corn Basis Volatility along the Mississippi River," 2025 AAEA & WAEA Joint Annual Meeting, July 27-29, 2025, Denver, CO 361205, Agricultural and Applied Economics Association.
    6. Bin Zhu & Chih-Wei Hsieh & Ying Mao, 2019. "Addressing the Licensed Doctor Maldistribution in China: A Demand-And-Supply Perspective," IJERPH, MDPI, vol. 16(10), pages 1-19, May.
    7. Hao-Chen Huang & Ting-Chung Wang & Ting-Hsiu Liao, 2026. "A Spatial Econometric Analysis of Fiscal Expenditure and Urban Public Facility Land Use on County-Level In-Migration in Taiwan," Journal of Risk & Control, SCIENPRESS Ltd, vol. 13(1), pages 1-5.
    8. Hao-Chen Huang & Chia-Wei Wang & Ting-Hsiu Liao & Chih-Wei Li, 2025. "The Spatial Spillover Effects of Fiscal Expenditure and Taxation on the Number of Enterprises," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 15(5), pages 1-2.
    9. LE BOENNEC, Rémy & SARI, Florent, 2015. "Nouvelles centralités, choix modal et politiques de déplacements : le cas nantais [Subcenters, modal choice and transport policies: evidence from Nantes]," MPRA Paper 109259, University Library of Munich, Germany.
    10. 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.
    11. Roger Bivand & Giovanni Millo & Gianfranco Piras, 2021. "A Review of Software for Spatial Econometrics in R," Mathematics, MDPI, vol. 9(11), pages 1-40, June.
    12. LE BOENNEC, Rémy & SARI, Florent, 2015. "Nouvelles centralités, choix modal et politiques de déplacements : le cas nantais," MPRA Paper 109261, University Library of Munich, Germany.
    13. Sari-Hassoun, Salaheddine & Ayad, Hicham & Chibi, Abderrahim & Chekouri, Sidi Mohamed, 2025. "Assessing the spatial interactions between development sustainability, renewable energy, and economic growth in selected European nations," Renewable Energy, Elsevier, vol. 250(C).
    14. Rouven Edgar Haschka & Katharina Schley & Helmut Herwartz, 2020. "Provision of health care services and regional diversity in Germany: insights from a Bayesian health frontier analysis with spatial dependencies," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 21(1), pages 55-71, February.
    15. Rémy Le Boennec & Florent Sari, 2015. "Nouvelles centralités, choix modal et politiques de déplacements : le cas nantais," Post-Print hal-01657128, HAL.
    16. Ali Hossein Ostadzad, 2025. "Spatial spillover effects of renewable energy transition, innovation, and energy efficiency on carbon emissions in Europe," Letters in Spatial and Resource Sciences, Springer, vol. 18(1), pages 1-23, December.
    17. Weng, Chunfei & Huang, Jingong & Greenwood-Nimmo, Matthew, 2023. "The effect of clean energy investment on CO2 emissions: Insights from a Spatial Durbin Model," Energy Economics, Elsevier, vol. 126(C).
    18. Hao-Chen Huang & Ting-Chung Wang & Ting-Hsiu Liao & Chih-Wei Li, 2025. "A Spatial Econometric Analysis of Fiscal Expenditure and Aging on the Development of the Long-Term Care Industry," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 15(6), pages 1-3.
    19. Timo Mitze, 2012. "Within and Between Panel Cointegration in the German Regional Output–Trade–FDI Nexus," Lecture Notes in Economics and Mathematical Systems, in: Empirical Modelling in Regional Science, edition 127, chapter 0, pages 191-215, Springer.
    20. Lan Yi & Jianping Tao & Caifeng Tan & Zhongkun Zhu, 2019. "Avian Influenza, Public Opinion, and Risk Spillover: Measurement, Theory, and Evidence from China’s Broiler Market," Sustainability, MDPI, vol. 11(8), pages 1-44, April.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • R23 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Household Analysis - - - Regional Migration; Regional Labor Markets; Population

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spt:apfiba:v:16:y:2026:i:2:f:16_2_6. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Eleftherios Spyromitros-Xioufis (email available below). General contact details of provider: http://www.scienpress.com/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.