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The Spatial Spillover Effects of Transportation Infrastructure on Regional Economic Growth—An Empirical Study at the Provincial Level in China

Author

Listed:
  • Fan Yin

    (School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China)

  • Yongsheng Qian

    (School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China)

  • Junwei Zeng

    (School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China)

  • Xu Wei

    (School of Traffic and Transportation, Lanzhou Jiaotong University, Lanzhou 730070, China)

Abstract

This study examines the spatial spillover effects of transportation infrastructure on regional economic growth, utilizing panel data from 31 provincial-level administrative divisions in China from 2003 to 2022. Using the spatial Durbin model (SDM) and three distinct spatial weight matrices—0–1 adjacency, spatial economic–geographical nested, and GDP-based economic distance matrices—this study comprehensively analyzes the multifaceted impacts of transportation infrastructure. The results show that transportation infrastructure significantly promotes economic growth in both local and neighboring regions across all spatial weight matrices. The total effect is most pronounced in geographically proximate regions, with a coefficient of 7.845 ( p < 0.01). Regions with similar economic development levels also show strong collaborative effects, with a coefficient of 2.074 ( p < 0.01), although the marginal effect of transportation infrastructure diminishes. Furthermore, adjustments in industrial structure and innovation inputs demonstrate a short-term inhibitory effect on economic growth, highlighting the need for synchronized development of transportation infrastructure alongside industrial and innovation policies. This study incorporates multi-dimensional spatial weight matrices to systematically reveal the direct and indirect impacts of transportation infrastructure on regional economies, providing essential empirical support for regional coordination and infrastructure investment policies. The findings offer valuable insights for infrastructure planning in other regions, particularly in formulating policies that promote cross-regional economic cooperation and optimize resource allocation.

Suggested Citation

  • Fan Yin & Yongsheng Qian & Junwei Zeng & Xu Wei, 2024. "The Spatial Spillover Effects of Transportation Infrastructure on Regional Economic Growth—An Empirical Study at the Provincial Level in China," Sustainability, MDPI, vol. 16(19), pages 1-23, October.
  • Handle: RePEc:gam:jsusta:v:16:y:2024:i:19:p:8689-:d:1494518
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    References listed on IDEAS

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    1. Charles R. Hulten, 1996. "Infrastructure Capital and Economic Growth: How Well You Use It May Be More Important Than How Much You Have," NBER Working Papers 5847, National Bureau of Economic Research, Inc.
    2. Douglas Holtz-Eakin, 1992. "Public-Sector Capital and the Productivity Puzzle," NBER Working Papers 4122, National Bureau of Economic Research, Inc.
    3. Balazs Egert & Tomasz Kozluk & Douglas Sutherland, 2009. "Infrastructure and Growth: Empirical Evidence," CESifo Working Paper Series 2700, CESifo.
    4. Joeé Emilio Boscá & Francisco Javier Escribá & María José Murgui, 2002. "The Effect of Public Infrastructure on the Private Productive Sector of Spanish Regions," Journal of Regional Science, Wiley Blackwell, vol. 42(2), pages 301-326, May.
    5. Anselin, Luc & Tam Cho, Wendy K., 2002. "Spatial Effects and Ecological Inference," Political Analysis, Cambridge University Press, vol. 10(3), pages 276-297, July.
    6. Alicia H. Munnell, 1992. "Policy Watch: Infrastructure Investment and Economic Growth," Journal of Economic Perspectives, American Economic Association, vol. 6(4), pages 189-198, Fall.
    7. Robert J. Barro & Xavier Sala-I-Martin, 1992. "Public Finance in Models of Economic Growth," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 59(4), pages 645-661.
    8. Khalifa Ghali, 1998. "Public investment and private capital formation in a vector error-correction model of growth," Applied Economics, Taylor & Francis Journals, vol. 30(6), pages 837-844.
    9. Spiros Bougheas & Panicos O. Demetriades & Theofanis P. Mamuneas, 2000. "Infrastructure, specialization, and economic growth," Canadian Journal of Economics, Canadian Economics Association, vol. 33(2), pages 506-522, May.
    10. Shirley, Chad & Winston, Clifford, 2004. "Firm inventory behavior and the returns from highway infrastructure investments," Journal of Urban Economics, Elsevier, vol. 55(2), pages 398-415, March.
    11. ?gel de la Fuente, "undated". "Convergence Across Countries And Regions: Theory And Empirics," UFAE and IAE Working Papers 447.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    12. Garcia-Mila, Teresa & McGuire, Therese J & Porter, Robert H, 1996. "The Effect of Public Capital in State-Level Production Functions Reconsidered," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 177-180, February.
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    2. Yanming Sun & Jiale Liu & Qingli Li, 2025. "Spatial Evolution of Green Total Factor Carbon Productivity in the Transportation Sector and Its Energy-Driven Mechanisms," Sustainability, MDPI, vol. 17(17), pages 1-24, August.

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