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Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China

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  • Wu, Yizhong
  • Lee, Chien-Chiang
  • Lee, Chi-Chuan
  • Peng, Diyun

Abstract

Applying the difference-in-differences method, we show that high-speed rail (HSR) construction improves investment efficiency in China. The effect is more pronounced for companies with low information transparency and low media coverage, suggesting that HSR can mitigate information asymmetry while reducing external regulatory costs. Our analysis also shows that the effect is more powerful for non-state-owned enterprises, high-growth firms, and those companies located in core cities. Overall, our findings suggest that HSR can improve investment efficiency by shortening the travel time between firms and their investors.

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  • Wu, Yizhong & Lee, Chien-Chiang & Lee, Chi-Chuan & Peng, Diyun, 2022. "Geographic proximity and corporate investment efficiency: Evidence from high-speed rail construction in China," Journal of Banking & Finance, Elsevier, vol. 140(C).
    • Handle: RePEc:eee:jbfina:v:140:y:2022:i:c:s0378426622001066
    DOI: 10.1016/j.jbankfin.2022.106510
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    as
    1. Zoran Ivković & Scott Weisbenner, 2005. "Local Does as Local Is: Information Content of the Geography of Individual Investors' Common Stock Investments," Journal of Finance, American Finance Association, vol. 60(1), pages 267-306, February.
    2. Rafael La Porta & Florencio Lopez‐De‐Silanes & Andrei Shleifer, 2006. "What Works in Securities Laws?," Journal of Finance, American Finance Association, vol. 61(1), pages 1-32, February.
    3. Stewart C. Myers & Nicholas S. Majluf, 1984. "Corporate Financing and Investment Decisions When Firms Have InformationThat Investors Do Not Have," NBER Working Papers 1396, National Bureau of Economic Research, Inc.
    4. Myers, Stewart C. & Majluf, Nicholas S., 1984. "Corporate financing and investment decisions when firms have information that investors do not have," Journal of Financial Economics, Elsevier, vol. 13(2), pages 187-221, June.
    5. 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.
    6. Wurgler, Jeffrey, 2000. "Financial markets and the allocation of capital," Journal of Financial Economics, Elsevier, vol. 58(1-2), pages 187-214.
    7. 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.
    8. Sadok El Ghoul & Omrane Guedhami & Yang Ni & Jeffrey Pittman & Samir Saadi, 2013. "Does Information Asymmetry Matter to Equity Pricing? Evidence from Firms’ Geographic Location," Contemporary Accounting Research, John Wiley & Sons, vol. 30(1), pages 140-181, March.
    9. Marianne Bertrand & Sendhil Mullainathan, 2003. "Enjoying the Quiet Life? Corporate Governance and Managerial Preferences," Journal of Political Economy, University of Chicago Press, vol. 111(5), pages 1043-1075, October.
    10. Zhang, Fangni & Yang, Zhiwei & Jiao, Jingjuan & Liu, Wei & Wu, Wenjie, 2020. "The effects of high-speed rail development on regional equity in China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 141(C), pages 180-202.
    11. 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.
    12. Vickerman, Roger, 2018. "Can high-speed rail have a transformative effect on the economy?," Transport Policy, Elsevier, vol. 62(C), pages 31-37.
    13. Alexander Dyck & Natalya Volchkova & Luigi Zingales, 2008. "The Corporate Governance Role of the Media: Evidence from Russia," Journal of Finance, American Finance Association, vol. 63(3), pages 1093-1135, June.
    14. 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).
    15. Zhang, Anming & Wan, Yulai & Yang, Hangjun, 2019. "Impacts of high-speed rail on airlines, airports and regional economies: A survey of recent research," Transport Policy, Elsevier, vol. 81(C), pages 1-19.
    16. 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.
    17. repec:bla:jfinan:v:59:y:2004:i:2:p:537-600 is not listed on IDEAS
    18. Benjamin E. Hermalin & Michael S. Weisbach, 2012. "Information Disclosure and Corporate Governance," Journal of Finance, American Finance Association, vol. 67(1), pages 195-234, February.
    19. Sifei Li & Feng Cao & Jian Sun & Qianqian Hu, 2021. "Executive Political Connections, Information Disclosure Incentives, and Stock Price Crash Risk: Evidence from Chinese Non-State-Owned Enterprises," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(15), pages 4398-4407, December.
    20. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    21. Tim Loughran, 2008. "The Impact of Firm Location on Equity Issuance," Financial Management, Financial Management Association International, vol. 37(1), pages 1-21, March.
    22. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    23. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Post-Print halshs-01321227, HAL.
    24. Xavier Giroud, 2013. "Proximity and Investment: Evidence from Plant-Level Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(2), pages 861-915.
    25. repec:bla:jfinan:v:59:y:2004:i:1:p:65-105 is not listed on IDEAS
    26. Gaspar, Jose-Miguel & Massa, Massimo, 2007. "Local ownership as private information: Evidence on the monitoring-liquidity trade-off," Journal of Financial Economics, Elsevier, vol. 83(3), pages 751-792, March.
    27. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2022. "How does fiscal policy uncertainty affect corporate innovation investment? Evidence from China's new energy industry," Energy Economics, Elsevier, vol. 105(C).
    28. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    29. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    30. Bushman, Robert & Chen, Qi & Engel, Ellen & Smith, Abbie, 2004. "Financial accounting information, organizational complexity and corporate governance systems," Journal of Accounting and Economics, Elsevier, vol. 37(2), pages 167-201, June.
    31. Xavier Giroud & Holger M. Mueller, 2015. "Capital and Labor Reallocation within Firms," Journal of Finance, American Finance Association, vol. 70(4), pages 1767-1804, August.
    32. Low, Angie, 2009. "Managerial risk-taking behavior and equity-based compensation," Journal of Financial Economics, Elsevier, vol. 92(3), pages 470-490, June.
    33. 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.
    34. Qian, Yingyi, 1994. "A Theory of Shortage in Socialist Economies Based on the "Soft Budget Constraint."," American Economic Review, American Economic Association, vol. 84(1), pages 145-156, March.
    35. Huang, Xiaoran & Kang, Jun-Koo, 2017. "Geographic concentration of institutions, corporate governance, and firm value," Journal of Corporate Finance, Elsevier, vol. 47(C), pages 191-218.
    36. Jiang, Xiaochen & Shen, Jim Huangnan & Lee, Chien-Chiang & Chen, Chong, 2021. "Supply-side structural reform and dynamic capital structure adjustment: Evidence from Chinese-listed firms," Pacific-Basin Finance Journal, Elsevier, vol. 65(C).
    37. Zwiebel, Jeffrey, 1996. "Dynamic Capital Structure under Managerial Entrenchment," American Economic Review, American Economic Association, vol. 86(5), pages 1197-1215, December.
    38. 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.
    39. Chien-Chiang Lee & Meng-Fen Hsieh, 2013. "Beyond Bank Competition and Profitability: Can Moral Hazard Tell Us More?," Journal of Financial Services Research, Springer;Western Finance Association, vol. 44(1), pages 87-109, August.
    40. Karthik Balakrishnan & John E. Core & Rodrigo S. Verdi, 2014. "The Relation Between Reporting Quality and Financing and Investment: Evidence from Changes in Financing Capacity," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 1-36, March.
    41. Chen, Shimin & Sun, Zheng & Tang, Song & Wu, Donghui, 2011. "Government intervention and investment efficiency: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 259-271, April.
    42. Wang, Hongjian & Luo, Tianpei & Tian, Gary Gang & Yan, Huanmin, 2020. "How does bank ownership affect firm investment? Evidence from China," Journal of Banking & Finance, Elsevier, vol. 113(C).
    43. Wei Peng & Chi-Chuan Lee & Ke Xiong, 2021. "What Determines the Subsidy Decision Bias of Local Governments? An Enterprise Heterogeneity Perspective," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 57(4), pages 1215-1231, March.
    44. Andriy Bodnaruk, 2009. "Proximity Always Matters: Local Bias When the Set of Local Companies Changes," Review of Finance, European Finance Association, vol. 13(4), pages 629-656.
    45. Liu, Shuli & Wan, Yulai & Zhang, Anming, 2020. "Does China’s high-speed rail development lead to regional disparities? A network perspective," Transportation Research Part A: Policy and Practice, Elsevier, vol. 138(C), pages 299-321.
    46. 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).
    47. Lee, Chien-Chiang & Hsieh, Meng-Fen, 2013. "The impact of bank capital on profitability and risk in Asian banking," Journal of International Money and Finance, Elsevier, vol. 32(C), pages 251-281.
    48. Yang, Zhiwei & Li, Can & Jiao, Jingjuan & Liu, Wei & Zhang, Fangni, 2020. "On the joint impact of high-speed rail and megalopolis policy on regional economic growth in China," Transport Policy, Elsevier, vol. 99(C), pages 20-30.
    49. 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.
    50. Lee, Chi-Chuan & Huang, Tai-Hsin, 2017. "Cost efficiency and technological gap in Western European banks: A stochastic metafrontier analysis," International Review of Economics & Finance, Elsevier, vol. 48(C), pages 161-178.
    51. 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.
    52. Lee, Chi-Chuan & Li, Xinrui & Yu, Chin-Hsien & Zhao, Jinsong, 2021. "Does fintech innovation improve bank efficiency? Evidence from China’s banking industry," International Review of Economics & Finance, Elsevier, vol. 74(C), pages 468-483.
    53. 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.
    54. Artyom Durnev & Randall Morck & Bernard Yeung & Paul Zarowin, 2003. "Does Greater Firm‐Specific Return Variation Mean More or Less Informed Stock Pricing?," Journal of Accounting Research, Wiley Blackwell, vol. 41(5), pages 797-836, December.
    55. Chi‐Chuan Lee & Tai‐Hsin Huang, 2019. "What Causes The Efficiency And The Technology Gap Under Different Ownership Structures In The Chinese Banking Industry?," Contemporary Economic Policy, Western Economic Association International, vol. 37(2), pages 332-348, April.
    56. Lee, Chien-Chiang & Wang, Chih-Wei & Ho, Shan-Ju, 2022. "Financial aid and financial inclusion: Does risk uncertainty matter?," Pacific-Basin Finance Journal, Elsevier, vol. 71(C).
    57. Jiao, Jingjuan & Wang, Jiaoe & Zhang, Fangni & Jin, Fengjun & Liu, Wei, 2020. "Roles of accessibility, connectivity and spatial interdependence in realizing the economic impact of high-speed rail: Evidence from China," Transport Policy, Elsevier, vol. 91(C), pages 1-15.
    58. Opie, Wei & Tian, Gary Gang & Zhang, Hong Feng, 2019. "Corporate pyramids, geographical distance, and investment efficiency of Chinese state-owned enterprises," Journal of Banking & Finance, Elsevier, vol. 99(C), pages 95-120.
    59. Mueller, Holger & Giroud, Xavier, 2015. "Capital and Labor Reallocation within Firms," CEPR Discussion Papers 10360, C.E.P.R. Discussion Papers.
    60. Fangni Zhang & Daniel J. Graham, 2020. "Air transport and economic growth: a review of the impact mechanism and causal relationships," Transport Reviews, Taylor & Francis Journals, vol. 40(4), pages 506-528, July.
    61. Zhao, Jinsong & Li, Xinghao & Yu, Chin-Hsien & Chen, Shi & Lee, Chi-Chuan, 2022. "Riding the FinTech innovation wave: FinTech, patents and bank performance," Journal of International Money and Finance, Elsevier, vol. 122(C).
    62. Diao, Mi, 2018. "Does growth follow the rail? The potential impact of high-speed rail on the economic geography of China," Transportation Research Part A: Policy and Practice, Elsevier, vol. 113(C), pages 279-290.
    63. Jun‐Koo Kang & Jin‐Mo Kim, 2008. "The Geography of Block Acquisitions," Journal of Finance, American Finance Association, vol. 63(6), pages 2817-2858, December.
    64. Mukherjee, Abhiroop & Singh, Manpreet & Žaldokas, Alminas, 2017. "Do corporate taxes hinder innovation?," Journal of Financial Economics, Elsevier, vol. 124(1), pages 195-221.
    65. Vicentiu M. Covrig & Mark L. Defond & Mingyi Hung, 2007. "Home Bias, Foreign Mutual Fund Holdings, and the Voluntary Adoption of International Accounting Standards," Journal of Accounting Research, Wiley Blackwell, vol. 45(1), pages 41-70, March.
    66. García Lara, Juan Manuel & García Osma, Beatriz & Penalva, Fernando, 2016. "Accounting conservatism and firm investment efficiency," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 221-238.
    67. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Journal of Business Ethics, Springer, vol. 148(3), pages 647-671, March.
    68. Gillan, Stuart L., 2006. "Recent Developments in Corporate Governance: An Overview," Journal of Corporate Finance, Elsevier, vol. 12(3), pages 381-402, June.
    69. Chen, Yunsen & Cui, Chenyu & Yang, Ting & Zhang, Xin, 2020. "Political favouritism and investment efficiency," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    70. Cheng, Mei & Dhaliwal, Dan & Zhang, Yuan, 2013. "Does investment efficiency improve after the disclosure of material weaknesses in internal control over financial reporting?," Journal of Accounting and Economics, Elsevier, vol. 56(1), pages 1-18.
    71. Kini, Omesh & Williams, Ryan, 2012. "Tournament incentives, firm risk, and corporate policies," Journal of Financial Economics, Elsevier, vol. 103(2), pages 350-376.
    72. Abdallah, Abed AL-Nasser & Abdallah, Wissam, 2019. "Does cross-listing in the US improve investment efficiency? Evidence from UK firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 72(C), pages 215-231.
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    More about this item

    Keywords

    Geographic proximity; Information asymmetry; Investment efficiency; High-speed rail; China;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • G30 - Financial Economics - - Corporate Finance and Governance - - - General
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance

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