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Geographic proximity, information flows and corporate innovation: Evidence from the high-speed rail construction in China

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  • Zhang, Xuezhi
  • Wu, Wenxin
  • Zhou, Zixun
  • Yuan, Lin

Abstract

Using the construction of high-speed rail as a source of exogenous variation in proximity, this study investigates how geographic proximity affects corporate innovation. The construction of High-speed rail can improve geographical proximity by reducing the travel time and cost between areas. Using multi-period Difference-in-Differences model, we find that geographical proximity, which is increased after HSR construction, can stimulate corporate innovation in ways of inputs, outputs and efficiency. This association is robust after considering omitted variable concerns, adopting instrumental variable method and propensity score matching-DID to address possible endogeneity concerns. Further analysis shows that HSR can facilitate information flows and improve monitoring capabilities, which can spur corporate innovation by reducing financing constraints, strengthening talent flow and increasing institutional investors' site visits. In addition, the promotion effect is more prominent in private firms, small firms and those in areas with higher degree of property right protection. Our paper sheds new light on the effects of proximity on firms in the case of innovation.

Suggested Citation

  • Zhang, Xuezhi & Wu, Wenxin & Zhou, Zixun & Yuan, Lin, 2020. "Geographic proximity, information flows and corporate innovation: Evidence from the high-speed rail construction in China," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
  • Handle: RePEc:eee:pacfin:v:61:y:2020:i:c:s0927538x20300792
    DOI: 10.1016/j.pacfin.2020.101342
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    as
    1. Romer, Paul M, 1986. "Increasing Returns and Long-run Growth," Journal of Political Economy, University of Chicago Press, vol. 94(5), pages 1002-1037, October.
    2. Julian Atanassov, 2013. "Do Hostile Takeovers Stifle Innovation? Evidence from Antitakeover Legislation and Corporate Patenting," Journal of Finance, American Finance Association, vol. 68(3), pages 1097-1131, June.
    3. Wei, Yueling & Kang, Di & Wang, Yizhong, 2019. "Geography, culture, and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 56(C), pages 310-329.
    4. Biddle, Gary C. & Hilary, Gilles & Verdi, Rodrigo S., 2009. "How does financial reporting quality relate to investment efficiency?," Journal of Accounting and Economics, Elsevier, vol. 48(2-3), pages 112-131, December.
    5. 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.
    6. Jeremy Atack & Michael R. Haines & Robert A. Margo, 2008. "Railroads and the Rise of the Factory: Evidence for the United States, 1850-70," NBER Working Papers 14410, National Bureau of Economic Research, Inc.
    7. Wolfgang Keller, 2002. "Geographic Localization of International Technology Diffusion," American Economic Review, American Economic Association, vol. 92(1), pages 120-142, March.
    8. Qiang Cheng & Fei Du & Xin Wang & Yutao Wang, 2016. "Seeing is believing: analysts’ corporate site visits," Review of Accounting Studies, Springer, vol. 21(4), pages 1245-1286, December.
    9. Chen, Joseph & Hong, Harrison & Stein, Jeremy C., 2002. "Breadth of ownership and stock returns," Journal of Financial Economics, Elsevier, vol. 66(2-3), pages 171-205.
    10. Jeremy C. Stein, 1989. "Efficient Capital Markets, Inefficient Firms: A Model of Myopic Corporate Behavior," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(4), pages 655-669.
    11. Paul H. Malatesta & Kathryn L. DeWenter, 2001. "State-Owned and Privately Owned Firms: An Empirical Analysis of Profitability, Leverage, and Labor Intensity," American Economic Review, American Economic Association, vol. 91(1), pages 320-334, March.
    12. Sapra, Haresh & Subramanian, Ajay & Subramanian, Krishnamurthy V., 2014. "Corporate Governance and Innovation: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(4), pages 957-1003, August.
    13. Megginson, William L & Nash, Robert C & van Randenborgh, Matthias, 1994. "The Financial and Operating Performance of Newly Privatized Firms: An International Empirical Analysis," Journal of Finance, American Finance Association, vol. 49(2), pages 403-452, June.
    14. Tian, Xuan, 2011. "The causes and consequences of venture capital stage financing," Journal of Financial Economics, Elsevier, vol. 101(1), pages 132-159, July.
    15. Wolfgang Keller, 2004. "International Technology Diffusion," Journal of Economic Literature, American Economic Association, vol. 42(3), pages 752-782, September.
    16. Philippe Aghion & John Van Reenen & Luigi Zingales, 2013. "Innovation and Institutional Ownership," American Economic Review, American Economic Association, vol. 103(1), pages 277-304, February.
    17. Hans Degryse, 2004. "The Impact of Technology and Regulation on the Geographical Scope of Banking," Oxford Review of Economic Policy, Oxford University Press, vol. 20(4), pages 571-590, Winter.
    18. Lerner, Josh, 1995. "Venture Capitalists and the Oversight of Private Firms," Journal of Finance, American Finance Association, vol. 50(1), pages 301-318, March.
    19. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    20. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    21. Qiang Cheng & Fei Du & Brian Yutao Wang & Xin Wang, 2019. "Do Corporate Site Visits Impact Stock Prices?," Contemporary Accounting Research, John Wiley & Sons, vol. 36(1), pages 359-388, March.
    22. Raghuram G. Rajan & Luigi Zingales, 1998. "Power in a Theory of the Firm," The Quarterly Journal of Economics, Oxford University Press, vol. 113(2), pages 387-432.
    23. Baik, Bok & Kang, Jun-Koo & Kim, Jin-Mo, 2010. "Local institutional investors, information asymmetries, and equity returns," Journal of Financial Economics, Elsevier, vol. 97(1), pages 81-106, July.
    24. Pauline Charnoz & Claire Lelarge & Corentin Trevien, 2018. "Communication Costs and the Internal Organisation of Multi†plant Businesses: Evidence from the Impact of the French High†speed Rail," Economic Journal, Royal Economic Society, vol. 128(610), pages 949-994, May.
    25. Russell W. Coff, 1999. "When Competitive Advantage Doesn't Lead to Performance: The Resource-Based View and Stakeholder Bargaining Power," Organization Science, INFORMS, vol. 10(2), pages 119-133, April.
    26. Nielsson, Ulf & Wójcik, Dariusz, 2016. "Proximity and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 92-105.
    27. Lelarge, Claire & Charnoz, Pauline & Trevien, Corentin, 2018. "Communication Costs and the Internal Organization of Multi-Plant Businesses: Evidence from the Impact of the French High-Speed," CEPR Discussion Papers 12585, C.E.P.R. Discussion Papers.
    28. Jiang, Xuanyu & Yuan, Qingbo, 2018. "Institutional investors' corporate site visits and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 148-168.
    29. Hong, Xin & Zhuang, Zhuang & Kang, Di & Wang, Zhibin, 2019. "Do corporate site visits impact hedge fund performance?," Pacific-Basin Finance Journal, Elsevier, vol. 56(C), pages 113-128.
    30. Graham, John R. & Harvey, Campbell R. & Rajgopal, Shiva, 2005. "The economic implications of corporate financial reporting," Journal of Accounting and Economics, Elsevier, vol. 40(1-3), pages 3-73, December.
    31. Zheng, Gaoping & Wang, Shuxun & Xu, Yongxin, 2018. "Monetary stimulation, bank relationship and innovation: Evidence from China," Journal of Banking & Finance, Elsevier, vol. 89(C), pages 237-248.
    32. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    33. I. P. L. Png, 2017. "Law and Innovation: Evidence from State Trade Secrets Laws," The Review of Economics and Statistics, MIT Press, vol. 99(1), pages 167-179, March.
    34. Audretsch, David B & Stephan, Paula E, 1996. "Company-Scientist Locational Links: The Case of Biotechnology," American Economic Review, American Economic Association, vol. 86(3), pages 641-652, June.
    35. Mukherjee, Abhiroop & Singh, Manpreet & Žaldokas, Alminas, 2017. "Do corporate taxes hinder innovation?," Journal of Financial Economics, Elsevier, vol. 124(1), pages 195-221.
    36. Lily H. Fang & Josh Lerner & Chaopeng Wu, 2017. "Intellectual Property Rights Protection, Ownership, and Innovation: Evidence from China," Review of Financial Studies, Society for Financial Studies, vol. 30(7), pages 2446-2477.
    37. Wahal, Sunil & McConnell, John J., 2000. "Do institutional investors exacerbate managerial myopia?," Journal of Corporate Finance, Elsevier, vol. 6(3), pages 307-329, September.
    38. Cornaggia, Jess & Mao, Yifei & Tian, Xuan & Wolfe, Brian, 2015. "Does banking competition affect innovation?," Journal of Financial Economics, Elsevier, vol. 115(1), pages 189-209.
    39. Wang, Yanan & Liang, Shangkun & Kong, Dongmin & Wang, Qin, 2019. "High-speed rail, small city, and cost of debt: Firm-level evidence," Pacific-Basin Finance Journal, Elsevier, vol. 57(C).
    40. Luong, Hoang & Moshirian, Fariborz & Nguyen, Lily & Tian, Xuan & Zhang, Bohui, 2017. "How Do Foreign Institutional Investors Enhance Firm Innovation?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 52(4), pages 1449-1490, August.
    41. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    42. Tim Loughran, 2008. "The Impact of Firm Location on Equity Issuance," Financial Management, Financial Management Association International, vol. 37(1), pages 1-21, March.
    43. Bena, Jan & Ferreira, Miguel A & Matos, Pedro & Pires, Pedro, 2017. "Are foreign investors locusts? The long-term effects of foreign institutional ownership," Journal of Financial Economics, Elsevier, vol. 126(1), pages 122-146.
    44. Yuan, Rongli & Wen, Wen, 2018. "Managerial foreign experience and corporate innovation," Journal of Corporate Finance, Elsevier, vol. 48(C), pages 752-770.
    45. Holmstrom, Bengt R. & Tirole, Jean, 1989. "The theory of the firm," Handbook of Industrial Organization, in: R. Schmalensee & R. Willig (ed.), Handbook of Industrial Organization, edition 1, volume 1, chapter 2, pages 61-133, Elsevier.
    46. Thorsten Beck & Asli Demirgüç‐Kunt & Vojislav Maksimovic, 2005. "Financial and Legal Constraints to Growth: Does Firm Size Matter?," Journal of Finance, American Finance Association, vol. 60(1), pages 137-177, February.
    47. John, Kose & Knyazeva, Anzhela & Knyazeva, Diana, 2011. "Does geography matter? Firm location and corporate payout policy," Journal of Financial Economics, Elsevier, vol. 101(3), pages 533-551, September.
    48. Hou, Qingsong & Hu, May & Yuan, Yuan, 2017. "Corporate innovation and political connections in Chinese listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 46(PA), pages 158-176.
    49. Richard R. Nelson, 1959. "The Simple Economics of Basic Scientific Research," Journal of Political Economy, University of Chicago Press, vol. 67, pages 297-297.
    50. John Graham & Campbell Harvey, 2002. "HOW DO CFOs MAKE CAPITAL BUDGETING AND CAPITAL STRUCTURE DECISIONS?," Journal of Applied Corporate Finance, Morgan Stanley, vol. 15(1), pages 8-23, March.
    51. Sussman, Oren & Zeira, Joseph, 1995. "Banking and Development," CEPR Discussion Papers 1127, C.E.P.R. Discussion Papers.
    52. Chen, Yangyang & Podolski, Edward J. & Veeraraghavan, Madhu, 2017. "National culture and corporate innovation," Pacific-Basin Finance Journal, Elsevier, vol. 43(C), pages 173-187.
    53. Beck, Thorsten & Ongena, Steven & Şendeniz-Yüncü, İlkay, 2019. "Keep walking? Geographical proximity, religion, and relationship banking," Journal of Corporate Finance, Elsevier, vol. 55(C), pages 49-68.
    54. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    55. Joshua D. Coval & Tobias J. Moskowitz, 1999. "Home Bias at Home: Local Equity Preference in Domestic Portfolios," Journal of Finance, American Finance Association, vol. 54(6), pages 2045-2073, December.
    56. Zhong, Rong (Irene), 2018. "Transparency and firm innovation," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 67-93.
    57. Chen, Xia & Harford, Jarrad & Li, Kai, 2007. "Monitoring: Which institutions matter?," Journal of Financial Economics, Elsevier, vol. 86(2), pages 279-305, November.
    58. Manuel Trajtenberg & Adam B. Jaffe & Michael S. Fogarty, 2000. "Knowledge Spillovers and Patent Citations: Evidence from a Survey of Inventors," American Economic Review, American Economic Association, vol. 90(2), pages 215-218, May.
    59. Christopher J. Malloy, 2005. "The Geography of Equity Analysis," Journal of Finance, American Finance Association, vol. 60(2), pages 719-755, April.
    60. Francis, Bill B. & Kim, Incheol & Wang, Bin & Zhang, Zhengyi, 2018. "Labor law and innovation revisited," Journal of Banking & Finance, Elsevier, vol. 94(C), pages 1-15.
    61. Jian Han & Yanzhi Shen, 2015. "Financial Development and Total Factor Productivity Growth: Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 51(S1), pages 261-274, January.
    62. Ballot, Gerard & Fakhfakh, Fathi & Taymaz, Erol, 2001. "Firms' human capital, R&D and performance: a study on French and Swedish firms," Labour Economics, Elsevier, vol. 8(4), pages 443-462, September.
    63. Chemmanur, Thomas J. & Tian, Xuan, 2018. "Do Antitakeover Provisions Spur Corporate Innovation? A Regression Discontinuity Analysis," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(3), pages 1163-1194, June.
    64. Roger C. Mayer & Richard S. Warr & Jing Zhao, 2018. "Do Pro‐Diversity Policies Improve Corporate Innovation?," Financial Management, Financial Management Association International, vol. 47(3), pages 617-650, September.
    65. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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