IDEAS home Printed from https://ideas.repec.org/a/eee/juecon/v142y2024ics0094119023000633.html
   My bibliography  Save this article

JUE insight: Infrastructure and Finance: Evidence from India’s GQ highway network

Author

Listed:
  • Das, Abhiman
  • Ghani, Ejaz
  • Grover, Arti
  • Kerr, William
  • Nanda, Ramana

Abstract

We use data from Reserve Bank of India to study the impact of India’s Golden Quadrilateral (GQ) highway project on finance-dependent activity. Loan volumes increase by 20%–30% in districts along GQ and are stronger in industries more dependent upon external finance. Loan growth begins with increases in average branch size and in places with more pre-GQ loan activity. New branch openings come later, consistent with short-run adjustment costs to expanding branch networks. These patterns are not evident in placebo tests using delayed investments in NS-EW highways. Results suggest the depth of initial financial infrastructure shapes how infrastructure investments impact localities.

Suggested Citation

  • Das, Abhiman & Ghani, Ejaz & Grover, Arti & Kerr, William & Nanda, Ramana, 2024. "JUE insight: Infrastructure and Finance: Evidence from India’s GQ highway network," Journal of Urban Economics, Elsevier, vol. 142(C).
    • Handle: RePEc:eee:juecon:v:142:y:2024:i:c:s0094119023000633
    DOI: 10.1016/j.jue.2023.103593
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0094119023000633
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.jue.2023.103593?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Jith Jayaratne & Philip E. Strahan, 1996. "The Finance-Growth Nexus: Evidence from Bank Branch Deregulation," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(3), pages 639-670.
    2. Dave Donaldson, 2018. "Railroads of the Raj: Estimating the Impact of Transportation Infrastructure," American Economic Review, American Economic Association, vol. 108(4-5), pages 899-934, April.
    3. Redding, Stephen J. & Turner, Matthew A., 2015. "Transportation Costs and the Spatial Organization of Economic Activity," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 1339-1398, Elsevier.
    4. Akcigit, Ufuk & Dinlersoz, Emin & Greenwood, Jeremy & Penciakova, Veronika, 2022. "Synergizing ventures," Journal of Economic Dynamics and Control, Elsevier, vol. 143(C).
    5. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2013. "Does Management Matter? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 1-51.
    6. Dave Donaldson & Richard Hornbeck, 2016. "Railroads and American Economic Growth: A "Market Access" Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(2), pages 799-858.
    7. Hasan, Iftekhar & Marton, Katherin, 2003. "Development and efficiency of the banking sector in a transitional economy: Hungarian experience," Journal of Banking & Finance, Elsevier, vol. 27(12), pages 2249-2271, December.
    8. Taryn Dinkelman, 2011. "The Effects of Rural Electrification on Employment: New Evidence from South Africa," American Economic Review, American Economic Association, vol. 101(7), pages 3078-3108, December.
    9. Hangtian Xu & Kentaro Nakajima, 2017. "Highways and industrial development in the peripheral regions of China," Papers in Regional Science, Wiley Blackwell, vol. 96(2), pages 325-356, June.
    10. Robert G. King & Ross Levine, 1993. "Finance and Growth: Schumpeter Might Be Right," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(3), pages 717-737.
    11. Chanda, Areendam & Kabiraj, Sujana, 2020. "Shedding light on regional growth and convergence in India," World Development, Elsevier, vol. 133(C).
    12. Klaus Desmet & Ejaz Ghani & Stephen O'Connell & Esteban Rossi-Hansberg, 2015. "The Spatial Development Of India," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 10-30, January.
    13. Ross Levine, 1997. "Financial Development and Economic Growth: Views and Agenda," Journal of Economic Literature, American Economic Association, vol. 35(2), pages 688-726, June.
    14. Poonam Gupta & Rana Hasan & Utsav Kumar, "undated". "What Constrains Indian Manufacturing?," Indian Council for Research on International Economic Relations, New Delhi Working Papers 211, Indian Council for Research on International Economic Relations, New Delhi, India.
    15. Ulf von Lilienfeld‐Toal & Dilip Mookherjee & Sujata Visaria, 2012. "The Distributive Impact of Reforms in Credit Enforcement: Evidence From Indian Debt Recovery Tribunals," Econometrica, Econometric Society, vol. 80(2), pages 497-558, March.
    16. Jose Asturias & Manuel García-Santana & Roberto Ramos, 2019. "Competition and the Welfare Gains from Transportation Infrastructure: Evidence from the Golden Quadrilateral of India," Journal of the European Economic Association, European Economic Association, vol. 17(6), pages 1881-1940.
    17. Rajan, Raghuram G & Zingales, Luigi, 1998. "Financial Dependence and Growth," American Economic Review, American Economic Association, vol. 88(3), pages 559-586, June.
    18. repec:bla:ecorec:v:70:y:1994:i:209:p:121-32 is not listed on IDEAS
    19. Gilles Duranton & Matthew A. Turner, 2011. "The Fundamental Law of Road Congestion: Evidence from US Cities," American Economic Review, American Economic Association, vol. 101(6), pages 2616-2652, October.
    20. Ajay Agrawal & Alberto Galasso & Alexander Oettl, 2017. "Roads and Innovation," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 417-434, July.
    21. Melecky,Martin & Sharma,Siddharth & Subhash,Hari, 2018. "Wider economic benefits of investments in transport corridors and the role of complementary policies," Policy Research Working Paper Series 8350, The World Bank.
    22. Timothy Besley & Robin Burgess, 2004. "Can Labor Regulation Hinder Economic Performance? Evidence from India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 91-134.
    23. Baum-Snow, Nathaniel & Henderson, J. Vernon & Turner, Matthew A. & Zhang, Qinghua & Brandt, Loren, 2020. "Does investment in national highways help or hurt hinterland city growth?," Journal of Urban Economics, Elsevier, vol. 115(C).
    24. Luigi Guiso & Paola Sapienza & Luigi Zingales, 2009. "Does Local Financial Development Matter?," Springer Books, in: Damiano Bruno Silipo (ed.), The Banks and the Italian Economy, chapter 0, pages 31-66, Springer.
    25. Ejaz Ghani & William R. Kerr & Stephen O'Connell, 2014. "Spatial Determinants of Entrepreneurship in India," Regional Studies, Taylor & Francis Journals, vol. 48(6), pages 1071-1089, June.
    26. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    27. Aggarwal, Shilpa, 2018. "Do rural roads create pathways out of poverty? Evidence from India," Journal of Development Economics, Elsevier, vol. 133(C), pages 375-395.
    28. Gilles Duranton & Matthew A. Turner, 2012. "Urban Growth and Transportation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(4), pages 1407-1440.
    29. Gilles Duranton & Peter M. Morrow & Matthew A. Turner, 2014. "Roads and Trade: Evidence from the US," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(2), pages 681-724.
    30. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    31. Michael Greenstone & Alexandre Mas & Hoai-Luu Nguyen, 2020. "Do Credit Market Shocks Affect the Real Economy? Quasi-experimental Evidence from the Great Recession and "Normal" Economic Times," American Economic Journal: Economic Policy, American Economic Association, vol. 12(1), pages 200-225, February.
    32. Shawn Cole, 2009. "Financial Development, Bank Ownership, and Growth: Or, Does Quantity Imply Quality?," The Review of Economics and Statistics, MIT Press, vol. 91(1), pages 33-51, February.
    33. Benjamin Faber, 2014. "Trade Integration, Market Size, and Industrialization: Evidence from China's National Trunk Highway System," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1046-1070.
    34. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    35. Chang-Tai Hsieh & Peter J. Klenow, 2014. "The Life Cycle of Plants in India and Mexico," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(3), pages 1035-1084.
    36. Chandra, Amitabh & Thompson, Eric, 2000. "Does public infrastructure affect economic activity?: Evidence from the rural interstate highway system," Regional Science and Urban Economics, Elsevier, vol. 30(4), pages 457-490, July.
    37. Guy Michaels, 2008. "The Effect of Trade on the Demand for Skill: Evidence from the Interstate Highway System," The Review of Economics and Statistics, MIT Press, vol. 90(4), pages 683-701, November.
    38. Daniel Paravisini, 2008. "Local Bank Financial Constraints and Firm Access to External Finance," Journal of Finance, American Finance Association, vol. 63(5), pages 2161-2193, October.
    39. Sam Asher & Teevrat Garg & Paul Novosad, 2020. "The Ecological Impact of Transportation Infrastructure," The Economic Journal, Royal Economic Society, vol. 130(629), pages 1173-1199.
    40. Sandra E. Black & Philip E. Strahan, 2002. "Entrepreneurship and Bank Credit Availability," Journal of Finance, American Finance Association, vol. 57(6), pages 2807-2833, December.
    41. Hasan, Rana & L. Jandoc, Karl Robert, 2010. "The Distribution of Firm Size in India: What Can Survey Data Tell Us?," ADB Economics Working Paper Series 213, Asian Development Bank.
    42. Meghana Ayyagari & Asli Demirguc-Kunt & Vojislav Maksimovic, 2017. "What Determines Entrepreneurial Outcomes in Emerging Markets? The Role of Initial Conditions," The Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2478-2522.
    43. Robin Burgess & Rohini Pande, 2005. "Do Rural Banks Matter? Evidence from the Indian Social Banking Experiment," American Economic Review, American Economic Association, vol. 95(3), pages 780-795, June.
    44. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171, Elsevier.
    45. Roberts, Mark & Deichmann, Uwe & Fingleton, Bernard & Shi, Tuo, 2012. "Evaluating China's road to prosperity: A new economic geography approach," Regional Science and Urban Economics, Elsevier, vol. 42(4), pages 580-594.
    46. Ulimwengu, John & Funes, Jose & Headey, Derek & You, Liangzhi, 2009. "Paving the way for development?: The impact of transport infrastructure on agricultural production and poverty reduction in the Democratic Republic of Congo," IFPRI discussion papers 944, International Food Policy Research Institute (IFPRI).
    47. Ejaz Ghani & Arti Grover Goswami & William R. Kerr, 2017. "Highways and Spatial Location within Cities: Evidence from India," The World Bank Economic Review, World Bank, vol. 30(Supplemen), pages 97-108.
    48. Yu Qin, 2017. "‘No county left behind?’ The distributional impact of high-speed rail upgrades in China," Journal of Economic Geography, Oxford University Press, vol. 17(3), pages 489-520.
    49. Karthik Krishnan & Debarshi K. Nandy & Manju Puri, 2015. "Does Financing Spur Small Business Productivity? Evidence from a Natural Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 28(6), pages 1768-1809.
    50. Gupta, Poonam & Kumar, Utsav, 2010. "Performance of Indian Manufacturing in the Post Reform Period," MPRA Paper 24898, University Library of Munich, Germany.
    51. King, Robert G. & Levine, Ross, 1993. "Finance, entrepreneurship and growth: Theory and evidence," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 513-542, December.
    52. Treb Allen & David Atkin, 2022. "Volatility and the Gains From Trade," Econometrica, Econometric Society, vol. 90(5), pages 2053-2092, September.
    53. Arup Mitra & Aristomene Varoudakis & Marie-Ange Véganzonès, 1998. "State Infrastructure and Productive Performance in Indian Manufacturing," OECD Development Centre Working Papers 139, OECD Publishing.
    54. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    55. Glenn Otto & Graham M. Voss, 1994. "Public Capital and Private Sector Productivity," The Economic Record, The Economic Society of Australia, vol. 70(209), pages 121-132, June.
    56. Chatterjee, Santanu & Lebesmuehlbacher, Thomas & Narayanan, Abhinav, 2021. "How productive is public investment? Evidence from formal and informal production in India," Journal of Development Economics, Elsevier, vol. 151(C).
    57. Ana M. Fernandes & Ariel Pakes, 2008. "Factor Utilization in Indian Manufacturing: A Look at the World Bank Investment Climate Surveys Data," NBER Working Papers 14178, National Bureau of Economic Research, Inc.
    58. Ejaz Ghani & Arti Grover Goswami & William R. Kerr, 2016. "Highway to Success: The Impact of the Golden Quadrilateral Project for the Location and Performance of Indian Manufacturing," Economic Journal, Royal Economic Society, vol. 126(591), pages 317-357, March.
    59. Conley, T. G., 1999. "GMM estimation with cross sectional dependence," Journal of Econometrics, Elsevier, vol. 92(1), pages 1-45, September.
    60. Alicia M. Robb & David T. Robinson, 2014. "The Capital Structure Decisions of New Firms," The Review of Financial Studies, Society for Financial Studies, vol. 27(1), pages 153-179, January.
    61. Hoai-Luu Q. Nguyen, 2019. "Are Credit Markets Still Local? Evidence from Bank Branch Closings," American Economic Journal: Applied Economics, American Economic Association, vol. 11(1), pages 1-32, January.
    62. Brown, David & Fay, Marianne & V. Lall, Somik & Gun Wang, Hyoung & Felkner, John, 2008. "Death of distance? Economic implications of infrastructure improvement in Russia," EIB Papers 10/2008, European Investment Bank, Economics Department.
    63. Holl, Adelheid, 2016. "Highways and productivity in manufacturing firms," Journal of Urban Economics, Elsevier, vol. 93(C), pages 131-151.
    64. Kathuria, Vinish & Seethamma Natarajan, Rajesh Raj & Sen, Kunal, 2010. "Organized versus Unorganized Manufacturing Performance in India in the Post-Reform Period," MPRA Paper 20317, University Library of Munich, Germany.
    65. S. Lakshmi Naaraayanan & Daniel Wolfenzon, 2023. "Business Group Spillovers," NBER Working Papers 31107, National Bureau of Economic Research, Inc.
    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. Ejaz Ghani & Arti Grover Goswami & William R. Kerr, 2016. "Highway to Success: The Impact of the Golden Quadrilateral Project for the Location and Performance of Indian Manufacturing," Economic Journal, Royal Economic Society, vol. 126(591), pages 317-357, March.
    2. Ghani, Ejaz & Goswami, Arti Grover & Kerr, William R., 2013. "Highway to success in India : the impact of the golden quadrilateral project for the location and performance of manufacturing," Policy Research Working Paper Series 6320, The World Bank.
    3. He, Guojun & Xie, Yang & Zhang, Bing, 2020. "Expressways, GDP, and the environment: The case of China," Journal of Development Economics, Elsevier, vol. 145(C).
    4. Zou, Wei & Chen, Liangheng, 2024. "The impact of high-speed railway on firms’ productivity," International Review of Economics & Finance, Elsevier, vol. 92(C), pages 1374-1394.
    5. Bird, Julia & Straub, Stéphane, 2020. "The Brasília experiment: The heterogeneous impact of road access on spatial development in Brazil," World Development, Elsevier, vol. 127(C).
    6. Kailthya, Subham & Kambhampati, Uma, 2022. "Road to productivity: Effects of roads on total factor productivity in Indian manufacturing," Journal of Comparative Economics, Elsevier, vol. 50(1), pages 174-195.
    7. Ghani, Ejaz & Goswami, Arti Grover & Kerr, William R., 2013. "The golden quadrilateral highway project and urban/rural manufacturing in India," Policy Research Working Paper Series 6620, The World Bank.
    8. Wu, Mingqin & Yu, Linhui & Zhang, Junsen, 2023. "Road expansion, allocative efficiency, and pro-competitive effect of transport infrastructure: Evidence from China," Journal of Development Economics, Elsevier, vol. 162(C).
    9. Bogart, Dan & You, Xuesheng & Alvarez-Palau, Eduard J. & Satchell, Max & Shaw-Taylor, Leigh, 2022. "Railways, divergence, and structural change in 19th century England and Wales," Journal of Urban Economics, Elsevier, vol. 128(C).
    10. Branco, Catarina & Dohse, Dirk C. & Pereira dos Santos, João & Tavares, José, 2023. "Nobody’s gonna slow me down? The effects of a transportation cost shock on firm performance and behavior," Journal of Urban Economics, Elsevier, vol. 136(C).
    11. Gibbons, Stephen & Lyytikäinen, Teemu & Overman, Henry G. & Sanchis-Guarner, Rosa, 2019. "New road infrastructure: The effects on firms," Journal of Urban Economics, Elsevier, vol. 110(C), pages 35-50.
    12. Egger, Peter H. & Loumeau, Gabriel & Loumeau, Nicole, 2023. "China's dazzling transport-infrastructure growth: Measurement and effects," Journal of International Economics, Elsevier, vol. 142(C).
    13. Xie, Lin & Wang, Shaozhuang & Yan, Lingxiao, 2024. "Distributional effects of expressway access on rural entrepreneurial activities in China," Socio-Economic Planning Sciences, Elsevier, vol. 94(C).
    14. Claudia N. Berg & Uwe Deichmann & Yishen Liu & Harris Selod, 2017. "Transport Policies and Development," Journal of Development Studies, Taylor & Francis Journals, vol. 53(4), pages 465-480, April.
    15. Ciani, Emanuele & de Blasio, Guido & Poy, Samuele, 2022. "A freeway to prosperity? Evidence from Calabria, South of Italy," Economics of Transportation, Elsevier, vol. 29(C).
    16. Okamoto, Chigusa & Sato, Yasuhiro, 2021. "Impacts of high-speed rail construction on land prices in urban agglomerations: Evidence from Kyushu in Japan," Journal of Asian Economics, Elsevier, vol. 76(C).
    17. Mark Roberts & Martin Melecky & Théophile Bougna & Yan (Sarah) Xu, 2020. "Transport corridors and their wider economic benefits: A quantitative review of the literature," Journal of Regional Science, Wiley Blackwell, vol. 60(2), pages 207-248, March.
    18. Stephan Heblich & Stephen J Redding & Daniel M Sturm, 2020. "The Making of the Modern Metropolis: Evidence from London," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2059-2133.
    19. Yoshifumi Konishi & Akari Ono, 2024. "Do Winners Win More from Transport Megaprojects? Evidence from the Great Seto Bridge in Japan," Keio-IES Discussion Paper Series 2024-018, Institute for Economics Studies, Keio University.
    20. Holl, Adelheid, 2016. "Highways and productivity in manufacturing firms," Journal of Urban Economics, Elsevier, vol. 93(C), pages 131-151.

    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:eee:juecon:v:142:y:2024:i:c:s0094119023000633. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/622905 .

    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.