Road Infrastructure and Local Economic Activity: Insight from Mobility Data
Abstract
Research Originality: This research measures local economic activity through a mobility approach, using Google Mobility Report (GMR) data across all provinces in Indonesia. Measuring economic activity using conventional macro indicators, such as GDP, has limitations due to lengthy collection processes.
Research Objectives: This study aims to determine the impact of road infrastructure on local economic activity using data from the GMR in categories such as Retail and recreation, Grocery and pharmacy, Parks, and Workplaces.
Research Methods: This study uses panel data on the GMR, Ministry of Public Works and Public Housing, Ministry of Finance, and Central Bureau of Statistics from 2019–2022, which is analyzed using fixed-effect methods.
Empirical Results: The results show a positive effect of road infrastructure on Retail and recreation and Grocery and pharmacy but a negative impact on Workplaces, likely due to the shift to remote work during COVID-19.
Implications: These findings suggest that the government should prioritize road construction in areas that enhance economic activity. However, road construction in the Workplaces area still needs to be considered in line with the recovery of activities after the pandemic ends.
JEL Classification: H54, R11, R42
How to Cite:
Kustanto, R.Y., & Mahi, B.R. (2025). Road Infrastructure and Local Economic Activity: Insight from Mobility Data. Signifikan: Jurnal Ilmu Ekonomi, 14(1), 17-36. htttps://doi.org/10.15408/sjie.v14i1.42955.
Keywords
References
Almgren, P., & Holmberg, I. (2021). Mobility Restrictions and Macroeconomic Policymaking in the Great Covid-19 Recession A Panel Study on the Effect of Fiscal and Monetary Policy Announcements on Economic Activity in the Euro Area. Working Paper. School of Economics and Management, Lund University.
Ambarita, D. S., Hasyim, S., & Sari, R. L. (2024). The Influence of Infrastructure Development on the Economic Growth of North Sumatra Province. Indonesian Interdisciplinary Journal of Sharia Economics (IIJSE), 7(1), 1727–1749. https://doi.org/ 10.31538/iijse.v7i1.4763.
Aschauer, D. A. (1990). Highway Capacity and Economic Growth. Economic Perspectives, 14(5), 4–24.
Attiah, E. (2019). The Role of Manufacturing and Service Sectors in Economic Growth: An Empirical Study of Developing Countries. European Research Studies, 22(1), 109–124.
BPS. (2024). Produk Domestik Regional Bruto per Kapita Atas Dasar Harga Berlaku Menurut Provinsi. Jakarta: Badan Pusat Statistik.
Brynjolfsson, E., & McAfee, A. (2014). The Second Machine Age: Work, Progress, and Prosperity in a Time of Brilliant Technologies. New Jersey: W W Norton & Co.
Campos-Vazquez, R. M., & Esquivel, G. (2021). Consumption and Geographic Mobility in Pandemic Times. Evidence from Mexico. Review of Economics of the Household, 19(2), 353–371. https://doi.org/10.1007/s11150-020-09539-2.
Caselli, F., Grigoli, F., Lian, W., & Sandri, D. (2020). The Great Lockdown: Dissecting the Economic Effects. In. International Monetary Fund (Ed). World Economic Outlook, October 2020: A Long and Difficult Ascent. Washington DC: International Monetary Fund.
Cepparulo, B. (2023). Is Mobility a Good Proxy for Economic Activity? SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4638714.
Freeman, J., & Rossi, J. (2012). Agency Coordination in Shared Regulatory Space. Harvard Law Review, 125(5), 1131–1211.
Gamper, C., & Charbit, C. (2014). Coordination of Infrastructure Investment Across Levels of Coordination of Infrastructure Investment Across Levels of Government. ICEPP Working Papers 16.
Gauvin, L., Bajardi, P., Pepe, E., Lake, B., Privitera, F., & Tizzoni, M. (2021). Socio-Economic Determinants of Mobility Responses During the First Wave of COVID-19 in Italy: from Provinces to Neighbourhoods. Journal of The Royal Society Interface, 18(181), 20210092. https://doi.org/10.1098/rsif.2021.0092.
Gertler, P., Gonzalez-Navarro, M., Gracner, T., & Rothenberg, A. D. (2022). Road Maintenance and Local Economic Development: Evidence from Indonesia’s Highways. National Bureau of Economic Research Working Paper Series, No. 30454. https://doi.org/10.3386/w30454.
Giammanco, M. D., & Gitto, L. (2019). Health Expenditure and FDI in Europe. Economic Analysis and Policy, 62, 255–267. https://doi.org/10.1016/j.eap.2019.04.001.
Gong, Y., Mamat, Z., Shi, L., & Liu, F. (2023). Restorative Effects of Park Visiting on Physiology, Psychology, and Society and the Factors Influencing Park Visiting. Sustainability, 15(1), 841. https://doi.org/10.3390/su15010841.
Gu, X., Li, Q., & Chand, S. (2020). Factors Influencing Residents’ Access to and Use of Country Parks in Shanghai, China. Cities, 97, 102501. https://doi.org/10.1016/j.cities.2019.102501.
Güell, M., Pellizzari, M., Pica, G., & Rodríguez Mora, J. V. (2018). Correlating Social Mobility and Economic Outcomes. The Economic Journal, 128(612), F353–F403. https://doi.org/10.1111/ecoj.12599.
Hewer, M., Scott, D., & Fenech, A. (2016). Seasonal Weather Sensitivity, Temperature Thresholds, and Climate Change Impacts for Park Visitation. Tourism Geographies, 18(3), 297–321. https://doi.org/10.1080/14616688.2016.1172662.
IMD. (2023). Infrasructure Ranking - World Competitiveness Ranking. Retrieved from: https://www.imd.org/centers/wcc/world-competitiveness-center/rankings/world-competitiveness-ranking/
Ji, Z., & Huang, Y. (2023). The Impact of Highway Infrastructure on Population Mobility: Evidence from a Sample of 800 Counties and Districts (2000–2019) in China. Sustainability, 15(20), 14834. https://doi.org/10.3390/su152014834.
Kalan, O. (2017). The Relationship Between Economix Growth and Road Infrastructure: Evidence from Turkey. (Unpublished Dissertation). Bogazici University.
Khoirunurrofik, K., Abdurrachman, F., & Rachmanto, U. N. (2022). Socioeconomic and Policy Determinants of Mobility During COVID-19: Evidence from Indonesian Cities. Journal of Urban Management, 11(4), 424–436. https://doi.org/10.1016/j.jum.2022.07.003.
Khurriah, H., & Istifadah, N. (2019). The Role of Infrastructure in Indonesia’s Economic Growth. International Journal of Advances in Scientific Research and Engineering, 5(7), 215–222. https://doi.org/10.31695/IJASRE.2019.33447.
Landais, C., Bounie, D., Camara, Y., Fize, E., Galbraith, J. W., Lavest, C., Pazem, T., & Savatier, B. (2020). Consumption Dynamics in the COVID Crisis: Real Time Insights from French Transaction & Bank Data. CEPR Discussion Paper 15474.
Maqin, A. (2011). Pengaruh Kondisi Infrastruktur terhadap Pertumbuhan Ekonomi di Jawa Barat. Trikonomika Journal, 10(1), 10–18.
Marra, M. (2014). What Coordination Mechanisms Work to Manage Regional Development Programmes? Insights from Southern Italian Regions. European Urban and Regional Studies, 21(3), 254–271. https://doi.org/10.1177/0969776412442766.
Monika, A. K. (2021). The Utility of ‘Covid-19 Mobility Report’ and ‘Google Trend’ for Analysing Economic Activities. Syntax Idea, 3(6), 1224. https://doi.org/10.36418/syntax-ideav3i6.1224.
Mouratidis, K., & Papagiannakis, A. (2021). COVID-19, Internet, and Mobility: The Rise of Telework, Telehealth, E-Learning, and E-Shopping. Sustainable Cities and Society, 74, 103182. https://doi.org/10.1016/j.scs.2021.103182.
Nagy, B., Gabor, M. R., Bacoș, I. B., Kabil, M., Zhu, K., & Dávid, L. D. (2023). Google and Apple Mobility Data as Predictors for European Tourism During the COVID-19 Pandemic: A Neural Network Approach. Equilibrium: Quarterly Journal of Economics and Economic Policy, 18(2), 419–459. https://doi.org/10.24136/eq.2023.013.
Ng, C. P., Law, T. H., Jakarni, F. M., & Kulanthayan, S. (2019). Road Infrastructure Development and Economic Growth. IOP Conference Series: Materials Science and Engineering, 512, 012045. https://doi.org/10.1088/1757-899X/512/1/012045.
Nugraha, A. T., Prayitno, G., Situmorang, M. E., & Nasution, A. (2020). The Role of Infrastructure in Economic Growth and Income Inequality in Indonesia. Economics & Sociology, 13(1), 102–115. https://doi.org/ 10.14254/2071-789X.2020/13-1/7.
Owusu-Manu, D. G., Jehuri, A. B., Edwards, D. J., Boateng, F., & Asumadu, G. (2019). The Impact of Infrastructure Development on Economic Growth in Sub-Saharan Africa with Special Focus on Ghana. Journal of Financial Management of Property and Construction, 24(3), 253-273. https://doi.org/10.1108/JFMPC-09-2018-0050.
Paudyal, R., Stein, T. V., KC, B., & Adams, D. C. (2019). Effects of Weather Factors on Recreation Participation in a Humid Subtropical Region. International Journal of Biometeorology, 63(8), 1025–1038. https://doi.org/10.1007/s00484-019-01715-z.
Prasetyo, R. B., & Firdaus, D. M. (2009). Pengaruh Infrastruktur Pada Pertumbuhan Ekonomi Wilayah di Indonesia. Jurnal Ekonomi dan Kebijakan Pembangunan, 2(2), 222–236.
Putra, R. A. A., & Arini, S. (2020, January). Measuring the Economics of a Pandemic: How People Mobility depict Economics? An Evidence of People’s Mobility Data towards Economic Activities. 8th IMF Statistical Forum: Measuring the Economics of the Pandemic.
Queiroz, C., & Gautam, S. (1992). Road Infrastructure and Economic Development: Some Diagnostic Indicators. Policy Research Working Paper Series 921. Washington DC: The World Bank.
Ridhwan, M. M., Suryahadi, A., Rezki, J. F., & Andariesta, D. T. (2025). The Impact of COVID-19 on the Labour Market and the Role of E-Commerce Development in Developing Countries: Evidence from Indonesia. Journal of the Asia Pacific Economy, 30(1), 84-127. https://doi.org/10.1080/13547860.2023.2195710.
Rodrigue, J.-P. (2016). The Role of Transport and Communication Infrastructure in Realising Development Outcomes. In Grugel, J., & Hammett, D. (Eds.), The Palgrave Handbook of International Development (pp. 595–614). London, UK: Palgrave Macmillan UK. https://doi.org/10.1057/978-1-137-42724-3_33.
Rodrigue, J.-P. (2020). The Geography of Transport Systems (5th ed.). London: Routledge. https://doi.org/10.4324/9780429346323.
Runtunuwu, P. C. H. (2024). Is Economic Growth Affected by Basic Infrastructure? Study Case Ternate North Maluku. Discourse: Journal of Social Studies and Education, 1, 127–141.
Sampi Bravo, J. R. E., & Jooste, C. (2020). Nowcasting Economic Activity in Times of COVID-19: An Approximation from the Google Community Mobility Report. World Bank Policy Research Working Paper, 9247.
Spelta, A., & Pagnottoni, P. (2021). Mobility-Based Real-Time Economic Monitoring Amid the COVID-19 Pandemic. Scientific Reports, 11(1), 13069. https://doi.org/10.1038/s41598-021-92134-x.
Stiglitz, J. E., Fitoussi, J.-P., & Durand, M. (2018). Beyond GDP Measuring What Counts for Economic and Social Performance: Measuring What Counts for Economic and Social Performance. Paris: OECD Publishing. https://doi.org/10.1787/9789264307292-en.
Suswita, I., Damanik, D., & Panjaitan, P. D. (2020). Pengaruh Infrastruktur Terhadap Pertumbuhan Ekonomi di Kabupaten Simalungun. Ekuilnomi: Jurnal Ekonomi Pembangunan, 2(1), 1-11. https://doi.org/10.36985/ekuilnomi.v12i1.346.
Tarigan, H., Matondang, A. R., Lubis, S., & Sirojuzilam, S. (2021). The Effect of Road Transportation Infrastructure on Freight Transport Mobility and Regional Economy in Indonesia. The Journal of Asian Finance, Economics and Business, 8(3), 645–654. https://doi.org/ 10.13106/jafeb.2021.vol8.no3.0645.
Timilsina, G., Stern, D. I., & Das, D. K. (2024). Physical Infrastructure and Economic Growth. Applied Economics, 56(18), 2142-2157. https://doi.org/10.1080/00036846.2023.2184461.
Todaro, M. P., & Smith, S. C. (2015). Economic Development (12th ed.). New Jersey: Pearson Education.
Yu, Z., & Zhao, P. (2021). The Factors in Residents’ Mobility in Rural Towns of China: Car Ownership, Road Infrastructure and Public Transport Services. Journal of Transport Geography, 91, 102950. https://doi.org/10.1016/j.jtrangeo.2021.102950.
Yulianita, A., Ramadhan, D. R., & Mukhlis. (2023). Factors Affecting Economic Growth in Indonesia. Signifikan: Jurnal Ilmu Ekonomi, 12(2), 245–262. https://doi.org/10.15408/sjie.v12i2.31186..
Zhao, P., & Yu, Z. (2021). Rural Poverty and Mobility in China: A National-Level Survey. Journal of Transport Geography, 93, 103083. https://doi.org/10.1016/j.jtrangeo.2021.103083.
Zhao, W., & Xu, Y. (2022). Public Expenditure and Green Total Factor Productivity: Evidence from Chinese Prefecture-Level Cities. International Journal of Environmental Research and Public Health, 19(9), 5755. https://doi.org/10.3390/ijerph19095755.
DOI: 10.15408/sjie.v14i1.42955
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