Transportation Infrastructure Investments and FDI Inflows: Evidence From a 15-Year Panel Data Analysis
Corresponding Author
Wenyi Kuang
Silberman College of Business, Fairleigh Dickinson University, Teaneck, New Jersey, USA
Correspondence:
Wenyi Kuang ([email protected])
Search for more papers by this authorYemisi Bolumole
Haslam College of Business, University of Tennessee, Knoxville, Tennessee, USA
Search for more papers by this authorJudith Whipple
Broad College of Business, Michigan State University, East Lansing, Michigan, USA
Search for more papers by this authorCorresponding Author
Wenyi Kuang
Silberman College of Business, Fairleigh Dickinson University, Teaneck, New Jersey, USA
Correspondence:
Wenyi Kuang ([email protected])
Search for more papers by this authorYemisi Bolumole
Haslam College of Business, University of Tennessee, Knoxville, Tennessee, USA
Search for more papers by this authorJudith Whipple
Broad College of Business, Michigan State University, East Lansing, Michigan, USA
Search for more papers by this authorFunding: The authors received no specific funding for this work.
ABSTRACT
This study explores the relationship between transportation infrastructure investments and foreign direct investment (FDI) inflows across 39 OECD countries over 15 years. While previous literature has primarily focused on transportation infrastructure quality, our research shifts the focus to transportation infrastructure investments and their temporal dynamics, grounded in signaling theory. We argue that both the scale and year-over-year (YoY) growth of investments in road and rail infrastructure act as credible signals to foreign investors, reflecting a country's commitment to long-term economic development. Utilizing mixed-effects modeling on panel data, we find that a 1% increase in road infrastructure investment results in a 0.31% increase in FDI inflows, while a similar rise in rail investment corresponds to a 0.29% increase. Notably, a 1% YoY growth in road investment generates a 5.27% rise in FDI, whereas rail investment shows no significant YoY effect unless moderated by country size—larger nations benefit more from incremental rail investment. These findings highlight the importance of sustained and mode-specific infrastructure investment strategies. Our research provides both theoretical contributions by applying signaling theory in a macroeconomic context and practical implications for policymakers aiming to attract FDI. By distinguishing between the effects of road and rail investments and incorporating dynamic investment trends, this study offers new insights into the role of infrastructure investment as a strategic economic signal.
Conflicts of Interest
The authors declare no conflicts of interest.
Open Research
Data Availability Statement
The data that support the findings of this study are openly available in OECD database at https://www.oecd.org/en/data.html.
References
- Agbelie, B. R. 2014. “An Empirical Analysis of Three Econometric Frameworks for Evaluating Economic Impacts of Transportation Infrastructure Expenditures Across Countries.” Transport Policy 35: 304–310.
- Alfaro, L., A. Chanda, S. Kalemli-Ozcan, and S. Sayek. 2010. “Does Foreign Direct Investment Promote Growth? Exploring the Role of Financial Markets on Linkages.” Journal of Development Economics 91, no. 2: 242–256.
- Alfaro, L., and M. S. Johnson. 2012. “ Foreign Direct Investment and Growth.” In The Evidence and Impact of Financial Globalization, 299–309. Academic Press.
- Alsan, M., D. E. Bloom, and D. Canning. 2006. “The Effect of Population Health on Foreign Direct Investment Inflows to Low- and Middle-Income Countries.” World Development 34, no. 4: 613–630.
- Apfalter, S., and J. Martinez. 2018. “Creating Markets: Are PPPs the Answer?” https://ieg.worldbankgroup.org/blog/creating-markets-are-ppps-answer.
- Asiedu, E. 2006. “Foreign Direct Investment in Africa: The Role of Natural Resources, Market Size, Government Policy, Institutions and Political Instability.” World Economy 29, no. 1: 63–77.
- Awokuse, T. O., and H. Yin. 2010. “Intellectual Property Rights Protection and the Surge in FDI in China.” Journal of Comparative Economics 38, no. 2: 217–224.
- Badada, B., G. Delina, S. Baiqing, and R. Krishnaraj. 2023. “Economic Impact of Transport Infrastructure in Ethiopia: The Role of Foreign Direct Investment.” SAGE Open 13, no. 1: 1–12.
- Bajaj, S. 2025. “Bharatmala Project: The Backbone of India's Logistics Future.” https://www.shiprocket.in/blog/bharatmala-project/.
- Banister, D., and Y. Berechman. 2001. “Transport Investment and the Promotion of Economic Growth.” Journal of Transport Geography 9, no. 3: 209–218.
10.1016/S0966-6923(01)00013-8 Google Scholar
- Bell, A., and K. Jones. 2015. “Explaining Fixed Effects: Random Effects Modeling of Time-Series Cross-Sectional and Panel Data.” Political Science Research and Methods 3, no. 1: 133–153.
- Bliese, P. D., and R. E. Ployhart. 2002. “Growth Modeling Using Random Coefficient Models: Model Building, Testing, and Illustrations.” Organizational Research Methods 5, no. 4: 362–387.
- Blomström, M., and A. Kokko. 1998. “Multinational Corporations and Spillovers.” Journal of Economic Surveys 12, no. 3: 247–277.
10.1111/1467-6419.00056 Google Scholar
- Blyde, J., and D. Molina. 2015. “Logistic Infrastructure and the International Location of Fragmented Production.” Journal of International Economics 95, no. 2: 319–332.
- Boarnet, M. G. 1995. “Transportation Infrastructure, Economic Productivity, and Geographic Scale: Aggregate Growth Versus Spatial Redistribution.” Working Paper.
- Bolumole, Y. A., D. J. Closs, and F. A. Rodammer. 2015. “The Economic Development Role of Regional Logistics Hubs: A Cross-Country Study of Interorganizational Governance Models.” Journal of Business Logistics 36, no. 2: 182–198.
- Broadman, H. G., and X. Sun. 1997. “The Distribution of Foreign Direct Investment in China.” World Economy 20, no. 3: 339–361.
- Bureau of Transportation Statistics. 2024. “U.S. Ton-Miles of Freight.” https://www.bts.gov/content/us-ton-miles-freight.
- Canning, D. B., and E. E. Bennathan. 2000. The Social Rate of Return on Infrastructure Investment. World Bank Working Papers.
10.1596/1813-9450-2390 Google Scholar
- Cassidy, J. F., and B. Andreosso-O'Callaghan. 2006. “Spatial Determinants of Japanese FDI in China.” Japan and the World Economy 18, no. 4: 512–527.
- Caves, R. E. 1999. “Spillovers From Multinationals in Developing Countries: The Mechanisms at Work.” Working Paper.
- Certo, S. T. 2003. “Influencing Initial Public Offering Investors With Prestige: Signaling With Board Structures.” Academy of Management Review 28, no. 3: 432–446. https://doi.org/10.2307/30040731.
- Cheng, L. K., and Y. K. Kwan. 2000. “What Are the Determinants of the Location of Foreign Direct Investment? The Chinese Experience.” Journal of International Economics 51, no. 2: 379–400.
- Chung, W., and A. Kalnins. 2001. “Agglomeration Effects and Performance: A Test of the Texas Lodging Industry.” Strategic Management Journal 22, no. 10: 969–988.
- Cohen, J., P. Cohen, S. G. West, and L. S. Aiken. 2003. Applied Multiple Regression/Correlation Analysis for the Behavioral Sciences. 3rd ed. Routledge.
- Connelly, B. L., S. T. Certo, R. D. Ireland, and C. R. Reutzel. 2011. “Signaling Theory: A Review and Assessment.” Journal of Management 37, no. 1: 39–67.
- Coughlin, C. C., and E. Segev. 2000a. “Foreign Direct Investment in China: A Spatial Econometric Study.” World Economy 23, no. 1: 1–23.
- Coughlin, C. C., and E. Segev. 2000b. “Location Determinants of New Foreign-Owned Manufacturing Plants.” Journal of Regional Science 40, no. 2: 323–351.
- Coughlin, C. C., J. V. Terza, and V. Arromdee. 1991. “State Characteristics and the Location of Foreign Direct Investment Within the United States.” Review of Economics and Statistics 73: 675–683.
- Council for Infrastructure Policy, Chile. 2017. “Infrastructure for Our Development: Building a Better Chile.” https://www.infraestructurapublica.cl/wp-content/uploads/2021/07/infraestructura-for-our-development-2017.pdf.
- Cuervo-Cazurra, A. 2006. “Who Cares About Corruption?” Journal of International Business Studies 37: 807–822.
- Donaldson, L. 2001. The Contingency Theory of Organizations. Sage.
10.4135/9781452229249 Google Scholar
- Dunning, J. H. 1981. “Explaining the International Direct Investment Position of Countries Toward a Dynamic or Developmental Approach.” Weltwirtschaftliches Archiv 117, no. 1981: 30–64.
10.1007/BF02696577 Google Scholar
- Dunning, J. H. 1988. “The Eclectic Paradigm of International Production: A Restatement and Some Possible Extensions.” Journal of International Business Studies 19, no. 1: 1–31.
- Dunning, J. H. 1998. “Location and the Multinational Enterprise: A Neglected Factor?” Journal of International Business Studies 29, no. 1: 45–66.
- Filatotchev, I., and K. Bishop. 2002. “Board Composition, Share Ownership, and ‘Underpricing’ of UK IPO Firms.” Strategic Management Journal 23, no. 10: 941–955.
- Fitzmaurice, G. M., N. M. Laird, and J. H. Ware. 2011. Applied Longitudinal Data Analysis. 2nd ed. John Wiley & Sons.
10.1002/9781119513469 Google Scholar
- Frankel, J. A., and D. Romer. 1999. “Does Trade Cause Growth?” American Economic Review 89, no. 3: 379–399.
- Gillen, D. W. 1996. “Transportation Infrastructure and Economic Development: A Review of Recent Literature.” Logistics and Transportation Review 32, no. 1: 39–61.
- Globerman, S., and D. Shapiro. 2003. “Governance Infrastructure and US Foreign Direct Investment.” Journal of International Business Studies 34: 19–39.
- Graham, E. M., and P. R. Krugman. 1995. Foreign Direct Investment in the United States. Washington, DC.
- Head, K., and T. Mayer. 2004. “Market Potential and the Location of Japanese Investment in the European Union.” Review of Economics and Statistics 86, no. 4: 959–972.
- Ho, C. S., and H. A. Rashid. 2011. “Macroeconomic and Country Specific Determinants of FDI.” Business Review 18, no. 1: 219–226.
- Hoffman, L. 2015. Longitudinal Analysis: Modeling Within Person Fluctuation and Change. Routledge.
10.4324/9781315744094 Google Scholar
- Hong, J. 2007. “Transport and the Location of Foreign Logistics Firms: The Chinese Experience.” Transportation Research Part A: Policy and Practice 41, no. 6: 597–609.
- Hong, J., Z. Chu, and Q. Wang. 2011. “Transport Infrastructure and Regional Economic Growth: Evidence From China.” Transportation 38, no. 5: 737–752.
- Hue, M. 2025. “Vietnam's Public Investment to Focus on Expressways, High-Speed Railways, Urban Railways.” https://theinvestor.vn/vietnams-public-investment-to-focus-on-expressways-high-speed-railways-urban-railways-d14440.html.
- Jadhav, P. 2012. “Determinants of Foreign Direct Investment in BRICS Economies: Analysis of Economic, Institutional and Political Factor.” Procedia-Social and Behavioral Sciences 37: 5–14.
- Janney, J. J., and T. B. Folta. 2003. “Signaling Through Private Equity Placements and Its Impact on the Valuation of Biotechnology Firms.” Journal of Business Venturing 18, no. 3: 361–380.
- Janney, J. J., and T. B. Folta. 2006. “Moderating Effects of Investor Experience on the Signaling Value of Private Equity Placements.” Journal of Business Venturing 21, no. 1: 27–44.
- Jayasuriya, D. 2011. Improvements in the World Bank's Ease of Doing Business Rankings: Do They Translate Into Greater Foreign Direct Investment Inflows? World Bank Policy Research Working Paper (5787).
10.1596/1813-9450-5787 Google Scholar
- Kang, S. J., and H. S. Lee. 2007. “The Determinants of Location Choice of South Korean FDI in China.” Japan and the World Economy 19, no. 4: 441–460.
- Khadaroo, A. J., and B. Seetanah. 2010. “Transport Infrastructure and Foreign Direct Investment.” Journal of International Development: The Journal of the Development Studies Association 22, no. 1: 103–123. https://doi.org/10.1002/jid.1506.
- Khanna, T., and K. G. Palepu. 2010. Winning in Emerging Markets: A Road Map for Strategy and Execution. Harvard Business Press.
- Krugman, P. 1991. “Increasing Returns and Economic Geography.” Journal of Oolitical Economy 99, no. 3: 483–499. https://doi.org/10.1086/261763.
- Kumar, N. 2006. “Infrastructure Availability, Foreign Direct Investment Inflows and Their Export-Orientation: A Cross-Country Exploration.” Indian Economic Journal 54, no. 1: 125–144.
10.1177/0019466220060108 Google Scholar
- Lakshmanan, T. R. 2011. “The Broader Economic Consequences of Transport Infrastructure Investments.” Journal of Transport Geography 19, no. 1: 1–12.
- Leamer, E. E. 1983. “Let's Take the Con out of Econometrics.” American Economic Review 73, no. 1: 31–43.
- Lester, R. H., S. T. Certo, C. M. Dalton, D. R. Dalton, and A. A. Cannella Jr. 2006. “Initial Public Offering Investor Valuations: An Examination of Top Management Team Prestige and Environmental Uncertainty.” Journal of Small Business Management 44, no. 1: 1–26.
- Liargovas, P. G., and K. S. Skandalis. 2012. “Foreign Direct Investment and Trade Openness: The Case of Developing Economies.” Social Indicators Research 106: 323–331.
- Loree, D. W., and S. E. Guisinger. 1995. “Policy and Non-Policy Determinants of US Equity Foreign Direct Investment.” Journal of International Business Studies 26, no. 2: 281–299. https://doi.org/10.1057/palgrave.jibs.8490174.
- Luo, L., L. Brennan, C. Liu, and Y. Luo. 2008. “Factors Influencing FDI Location Choice in China's Inland Areas.” China & World Economy 16, no. 2: 93–108.
- McBride, J., N. Berman, and A. Chatzky. 2023. “China's Massive Belt and Road Initiative.” https://www.cfr.org/backgrounder/chinas-massive-belt-and-road-initiative.
- Mehmood, F., M. Atique, W. Bing, H. Khan, and H. Henna. 2021. “Infrastructure and Sectoral FDI in China: An Empirical Analysis.” Insights Into Regional Development 3, no. 2: 160–175.
10.9770/IRD.2021.3.2(1) Google Scholar
- Melo, P. C., D. J. Graham, and R. Brage-Ardao. 2013. “The Productivity of Transport Infrastructure Investment: A Meta-Analysis of Empirical Evidence.” Regional Science and Urban Economics 43, no. 5: 695–706.
- Meyer, K. E., and E. Sinani. 2009. “When and Where Does Foreign Direct Investment Generate Positive Spillovers? A Meta-Analysis.” Journal of International Business Studies 40, no. 7: 1075–1094.
- Miller, J. W., and J. P. Saldanha. 2016. “A New Look at the Longitudinal Relationship Between Motor Carrier Financial Performance and Safety.” Journal of Business Logistics 37, no. 3: 284–306.
- Ministry of Local Government, Rwanda. 2020. “VISION 2050.” https://www.minaloc.gov.rw/.
- Nakagawa, S., and H. Schielzeth. 2013. “A General and Simple Method for Obtaining R2 From Generalized Linear Mixed-Effects Models.” Methods in Ecology and Evolution 4, no. 2: 133–142.
- Noorbakhsh, F., A. Paloni, and A. Youssef. 2001. “Human Capital and FDI Inflows to Developing Countries: New Empirical Evidence.” World Development 29, no. 9: 1593–1610.
- North, D. C. 1990. Institutions, Institutional Change and Economic Performance. Cambridge University Press.
10.1017/CBO9780511808678 Google Scholar
- Ojha, R., and P. Vrat. 2019. “Implications of Goods and Services Tax Reform on the Make in India Initiative: A System Dynamics Perspective.” Systems Research and Behavioral Science 36, no. 4: 551–563.
- Ouattara, B., and S. Standaert. 2020. “Property Rights Revisited.” European Journal of Political Economy 64: 101895.
- Park, N. K., and J. M. Mezias. 2005. “Before and After the Technology Sector Crash: The Effect of Environmental Munificence on Stock Market Response to Alliances of e-Commerce Firms.” Strategic Management Journal 26, no. 11: 987–1007.
- Peteraf, M. A., and J. B. Barney. 2003. “Unraveling the Resource-Based Tangle.” Managerial and Decision Economics 24, no. 4: 309–323.
10.1002/mde.1126 Google Scholar
- Pradhan, R. P., and T. P. Bagchi. 2013. “Effect of Transportation Infrastructure on Economic Growth in India: The VECM Approach.” Research in Transportation Economics 38, no. 1: 139–148.
- Ram, R. 1986. “Government Size and Economic Growth: A New Framework and Some Evidence From Cross-Section and Time-Series Data.” American Economic Review 76, no. 1: 191–203.
- Rodrigue, J. P., C. Comtois, and B. Slack. 2017. The Geography of Transport Systems. Routledge.
- Root, F. R., and A. A. Ahmed. 1979. “Empirical Determinants of Manufacturing Direct Foreign Investment in Developing Countries.” Economic Development and Cultural Change 27, no. 4: 751–767.
- Ross, S. A. 1977. “The Determination of Financial Structure: The Incentive-Signaling Approach.” Bell Journal of Economics 8, no. 1: 23–40.
10.2307/3003485 Google Scholar
- Sahoo, P., and R. K. Dash. 2012. “Economic Growth in South Asia: Role of Infrastructure.” Journal of International Trade & Economic Development 21, no. 2: 217–252.
- Saidi, S., V. Mani, H. Mefteh, M. Shahbaz, and P. Akhtar. 2020. “Dynamic Linkages Between Transport, Logistics, Foreign Direct Investment, and Economic Growth: Empirical Evidence From Developing Countries.” Transportation Research Part A: Policy and Practice 141: 277–293.
- Scott, W. R. 2013. Institutions and Organizations: Ideas, Interests, and Identities. Sage Publications.
- Shahbaz, M., M. Mateev, S. Abosedra, M. A. Nasir, and Z. Jiao. 2021. “Determinants of FDI in France: Role of Transport Infrastructure, Education, Financial Development and Energy Consumption.” International Journal of Finance and Economics 26, no. 1: 1351–1374.
- Shatz, H. J., and A. Venables. 2000. The Geography of International Investment. Vol. 2338. World Bank Publications.
10.1596/1813-9450-2338 Google Scholar
- Singer, J. D., and J. B. Willet. 2003. Applied Longitudinal Data Analysis. New York, NY.
- Spence, M. 1973. “Job Market Signaling.” Quarterly Journal of Economics 87, no. 3: 355–375.
- Spence, M. 2002. “Signaling in Retrospect and the Informational Structure of Markets.” American Economic Review 92, no. 3: 434–459.
- Standaert, S. 2015. “Divining the Level of Corruption: A Bayesian State-Space Approach.” Journal of Comparative Economics 43, no. 3: 782–803.
- Steer, J., F. Dionori, L. Casullo, et al. 2013. A Review of Megatrucks. Major Issues and Case Studies. European Commission Directorate General for Internal Policies.
- Sun, Q., W. Tong, and Q. Yu. 2002. “Determinants of Foreign Direct Investment Across China.” Journal of International Money and Finance 21, no. 1: 79–113.
- Tarrosy, I., and Z. Voros. 2024. “The China-Built Addis-Djibouti Railway Gains Steam.” https://thediplomat.com/2024/02/the-china-built-addis-djibouti-railway-gains-steam/.
- Tsaurai, K. 2025. “Impact of Infrastructure Development on Foreign Direct Investment in BRICS Countries.” Journal of Risk and Financial Management 18, no. 3: 152.
10.3390/jrfm18030152 Google Scholar
- Velde, D. W., and T. Xenogiani. 2007. “Foreign Direct Investment and International Skill Inequality.” Oxford Development Studies 35, no. 1: 83–104.
10.1080/13600810601167603 Google Scholar
- Wang, L. P., and S. E. Maxwell. 2015. “On Disaggregating Between-Person and Within-Person Effects With Longitudinal Data Using Multilevel Models.” Psychological Methods 20, no. 1: 63–83.
- Wheeler, D., and A. Mody. 1992. “International Investment Location Decisions: The Case of US Firms.” Journal of International Economics 33, no. 1–2: 57–76.
- Wooldridge, J. M. 2010. Econometric Analysis of Cross Section and Panel Data. MIT Press.
- Yu, N., M. De Jong, S. Storm, and J. Mi. 2012. “The Growth Impact of Transport Infrastructure Investment: A Regional Analysis for China (1978–2008).” Policy and Society 31, no. 1: 25–38.
- Yuk, W. 2005. Government Size and Economic Growth: Time-Series Evidence for the United Kingdom, 1830–1993. Department of Economics, University of Victoria, Econometrics Working Paper EWP0501.
- Zhang, Y., and S. Zhang. 2018. “The Impacts of GDP, Trade Structure, Exchange Rate and FDI Inflows on China's Carbon Emissions.” Energy Policy 120: 347–353.
- Zou, L., J. H. Shen, J. Zhang, and C. C. Lee. 2022. “What Is the Rationale Behind China's Infrastructure Investment Under the Belt and Road Initiative.” Journal of Economic Surveys 36, no. 3: 605–633.