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Do agglomeration economies affect the local comovement of stock returns? Evidence from China

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  • Michael Firth

    (Lingnan University, Hong Kong)

  • Shihe Fu

    (Southwestern University of Finance and Economics, China)

  • Liwei Shan

    (Southwestern University of Finance and Economics, China)

Abstract

Prior studies in finance have examined the comovement of stock returns of firms headquartered in the same location. One interpretation of the results is that local investors have a ‘local bias’ due to an information advantage on local firms. We propose that localised agglomeration economies affect the fundamentals of local firms, resulting in the local comovement of stock returns. Using data for China A-share listed firms from 1997 to 2007, we find evidence of the comovement of stock returns of Chinese firms headquartered in the same city. We find inconsistent evidence for the local bias theory. The comovement of the stock returns of firms headquartered in the same city is stronger when the agglomeration economies in the city are stronger, suggesting that localised agglomeration economies provide an alternative explanation of the comovement of stock returns.

Suggested Citation

  • Michael Firth & Shihe Fu & Liwei Shan, 2017. "Do agglomeration economies affect the local comovement of stock returns? Evidence from China," Urban Studies, Urban Studies Journal Limited, vol. 54(5), pages 1142-1161, April.
  • Handle: RePEc:sae:urbstu:v:54:y:2017:i:5:p:1142-1161
    DOI: 10.1177/0042098016633101
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    as
    1. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    2. Strauss-Kahn, Vanessa & Vives, Xavier, 2009. "Why and where do headquarters move?," Regional Science and Urban Economics, Elsevier, vol. 39(2), pages 168-186, March.
    3. Helsley, Robert W. & Strange, William C., 1991. "Agglomeration economies and urban capital markets," Journal of Urban Economics, Elsevier, vol. 29(1), pages 96-112, January.
    4. Davis, James C. & Henderson, J. Vernon, 2008. "The agglomeration of headquarters," Regional Science and Urban Economics, Elsevier, vol. 38(5), pages 445-460, September.
    5. Guy Dumais & Glenn Ellison & Edward L. Glaeser, 2002. "Geographic Concentration As A Dynamic Process," The Review of Economics and Statistics, MIT Press, vol. 84(2), pages 193-204, May.
    6. Chun-Chung Au & J. Vernon Henderson, 2006. "Are Chinese Cities Too Small?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 549-576.
    7. 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.
    8. Shihe Fu & Junjie Hong, 2011. "Testing Urbanization Economies In Manufacturing Industries: Urban Diversity Or Urban Size?," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 585-603, August.
    9. Shan, Liwei & Gong, Stephen X., 2012. "Investor sentiment and stock returns: Wenchuan Earthquake," Finance Research Letters, Elsevier, vol. 9(1), pages 36-47.
    10. John R. Baldwin & W. Mark Brown & David L. Rigby, 2010. "Agglomeration Economies: Microdata Panel Estimates From Canadian Manufacturing," Journal of Regional Science, Wiley Blackwell, vol. 50(5), pages 915-934, December.
    11. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    12. Arena, Matteo P. & Dewally, Michaël, 2012. "Firm location and corporate debt," Journal of Banking & Finance, Elsevier, vol. 36(4), pages 1079-1092.
    13. Ghosh Chinmoy & Rodriguez Mauricio & Sirmans C. F., 1995. "Gains from Corporate Headquarters Relocations: Evidence from the Stock Market," Journal of Urban Economics, Elsevier, vol. 38(3), pages 291-311, November.
    14. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    15. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban 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 48, pages 2063-2117, Elsevier.
    16. Fama, Eugene F. & French, Kenneth R., 1993. "Common risk factors in the returns on stocks and bonds," Journal of Financial Economics, Elsevier, vol. 33(1), pages 3-56, February.
    17. Baltzer, Markus & Stolper, Oscar & Walter, Andreas, 2013. "Is local bias a cross-border phenomenon? Evidence from individual investors’ international asset allocation," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2823-2835.
    18. William N. Goetzmann & Massimo Massa & Andrei Simonov, 2004. "Portfolio Diversification and City Agglomeration," NBER Working Papers 10343, National Bureau of Economic Research, Inc.
    19. Lei Feng & Mark S. Seasholes, 2004. "Correlated Trading and Location," Journal of Finance, American Finance Association, vol. 59(5), pages 2117-2144, October.
    20. Hong, Harrison & Kubik, Jeffrey D. & Stein, Jeremy C., 2008. "The only game in town: Stock-price consequences of local bias," Journal of Financial Economics, Elsevier, vol. 90(1), pages 20-37, October.
    21. Mark Grinblatt & Matti Keloharju, 2001. "How Distance, Language, and Culture Influence Stockholdings and Trades," Journal of Finance, American Finance Association, vol. 56(3), pages 1053-1073, June.
    22. Li, Donghui & Liao, Li & Luo, Yuanhang & Zhang, Xueyong, 2014. "Firm headquarters location, ownership structure, and stock return co-movements," Pacific-Basin Finance Journal, Elsevier, vol. 30(C), pages 158-172.
    23. Christo Pirinsky & Qinghai Wang, 2006. "Does Corporate Headquarters Location Matter for Stock Returns?," Journal of Finance, American Finance Association, vol. 61(4), pages 1991-2015, August.
    24. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    25. Thomas J. Holmes & John J. Stevens, 2002. "Geographic Concentration and Establishment Scale," The Review of Economics and Statistics, MIT Press, vol. 84(4), pages 682-690, November.
    26. Karlsson, Anders & Norden, Lars, 2007. "Home sweet home: Home bias and international diversification among individual investors," Journal of Banking & Finance, Elsevier, vol. 31(2), pages 317-333, February.
    27. Jeffrey R. Brown & Zoran Ivković & Paul A. Smith & Scott Weisbenner, 2008. "Neighbors Matter: Causal Community Effects and Stock Market Participation," Journal of Finance, American Finance Association, vol. 63(3), pages 1509-1531, June.
    28. Christopher W. Anderson & Eli Beracha, 2008. "Robustness Of The Headquarters‐City Effect On Stock Returns," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 31(3), pages 271-300, September.
    29. Carhart, Mark M, 1997. "On Persistence in Mutual Fund Performance," Journal of Finance, American Finance Association, vol. 52(1), pages 57-82, March.
    30. Eckel, Stefanie & Löffler, Gunter & Maurer, Alina & Schmidt, Volker, 2011. "Measuring the effects of geographical distance on stock market correlation," Journal of Empirical Finance, Elsevier, vol. 18(2), pages 237-247, March.
    31. George M. Korniotis & Alok Kumar, 2013. "State-Level Business Cycles and Local Return Predictability," Journal of Finance, American Finance Association, vol. 68(3), pages 1037-1096, June.
    32. Mark S. Seasholes & Ning Zhu, 2010. "Individual Investors and Local Bias," Journal of Finance, American Finance Association, vol. 65(5), pages 1987-2010, October.
    33. Goetzmann, William & Massa, Massimo & Simonov, Andrei, 2004. "Portfolio Diversification, Proximity Investment and City Agglomeration," CEPR Discussion Papers 4786, C.E.P.R. Discussion Papers.
    34. Jeffrey R. Brown & Zoran Ivkovich & Paul A. Smith & Scott Weisbenner, 2004. "The Geography of Stock Market Participation: The Influence of Communities and Local Firms," NBER Working Papers 10235, National Bureau of Economic Research, Inc.
    35. Kalev, Petko S. & Nguyen, Anh H. & Oh, Natalie Y., 2008. "Foreign versus local investors: Who knows more? Who makes more?," Journal of Banking & Finance, Elsevier, vol. 32(11), pages 2376-2389, November.
    36. Fama, Eugene F & MacBeth, James D, 1973. "Risk, Return, and Equilibrium: Empirical Tests," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 607-636, May-June.
    37. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    38. Casey Dougal & Christopher A. Parsons & Sheridan Titman, 2015. "Urban Vibrancy and Corporate Growth," Journal of Finance, American Finance Association, vol. 70(1), pages 163-210, February.
    39. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2004. "Social Interaction and Stock-Market Participation," Journal of Finance, American Finance Association, vol. 59(1), pages 137-163, February.
    40. Harrison Hong & Jeffrey D. Kubik & Jeremy C. Stein, 2005. "Thy Neighbor's Portfolio: Word‐of‐Mouth Effects in the Holdings and Trades of Money Managers," Journal of Finance, American Finance Association, vol. 60(6), pages 2801-2824, December.
    41. 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.
    42. Anderson, Christopher W. & Fedenia, Mark & Hirschey, Mark & Skiba, Hilla, 2011. "Cultural influences on home bias and international diversification by institutional investors," Journal of Banking & Finance, Elsevier, vol. 35(4), pages 916-934, April.
    43. J. V. Henderson & J. F. Thisse (ed.), 2004. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 4, number 4.
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