IDEAS home Printed from https://ideas.repec.org/a/eee/glofin/v52y2022ics1044028322000163.html
   My bibliography  Save this article

Multinationals and stock return comovement

Author

Listed:
  • Do, Hung X.
  • Nguyen, Nhut H.
  • Nguyen, Quan M.P.

Abstract

We find that when a U.S. domestic firm becomes a multinational (MNC), its returns comove more with those of existing multinational firms and less with those of purely domestic firms in the following year. This result is robust to a propensity score matching method and an exogenous shock. Turnover comovement and changes in mutual funds' holdings of these MNC initiators further indicate that investors prefer multinationals as a style investment. Moreover, MNC initiators with larger foreign sales experience larger shifts in return comovement. Finally, the effect of MNC initiation on return comovement is relatively weaker for 2000–2016 than for 1979–1997.

Suggested Citation

  • Do, Hung X. & Nguyen, Nhut H. & Nguyen, Quan M.P., 2022. "Multinationals and stock return comovement," Global Finance Journal, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:glofin:v:52:y:2022:i:c:s1044028322000163
    DOI: 10.1016/j.gfj.2022.100714
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1044028322000163
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.gfj.2022.100714?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. Jame, Russell & Tong, Qing, 2014. "Industry-based style investing," Journal of Financial Markets, Elsevier, vol. 19(C), pages 110-130.
    2. Nitin Pangarkar & Junius R. Lie, 2004. "The impact of market cycle on the performance of Singapore acquirers," Strategic Management Journal, Wiley Blackwell, vol. 25(12), pages 1209-1216, December.
    3. Chen, Honghui & Singal, Vijay & Whitelaw, Robert F., 2016. "Comovement revisited," Journal of Financial Economics, Elsevier, vol. 121(3), pages 624-644.
    4. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2012. "Americans Do IT Better: US Multinationals and the Productivity Miracle," American Economic Review, American Economic Association, vol. 102(1), pages 167-201, February.
    5. Green, T. Clifton & Hwang, Byoung-Hyoun, 2009. "Price-based return comovement," Journal of Financial Economics, Elsevier, vol. 93(1), pages 37-50, July.
    6. Pukthuanthong, Kuntara & Roll, Richard, 2009. "Global market integration: An alternative measure and its application," Journal of Financial Economics, Elsevier, vol. 94(2), pages 214-232, November.
    7. Alfaro, Laura & Chen, Maggie Xiaoyang, 2014. "The global agglomeration of multinational firms," Journal of International Economics, Elsevier, vol. 94(2), pages 263-276.
    8. R. Gaston Gelos & Shang‐Jin Wei, 2005. "Transparency and International Portfolio Holdings," Journal of Finance, American Finance Association, vol. 60(6), pages 2987-3020, December.
    9. Robin Greenwood, 2008. "Excess Comovement of Stock Returns: Evidence from Cross-Sectional Variation in Nikkei 225 Weights," The Review of Financial Studies, Society for Financial Studies, vol. 21(3), pages 1153-1186, May.
    10. Walid Ben Amar & Luo He & Tiemei Li & Michel Magnan, 2019. "The Corrosive Effect of Offshore Financial Centers on Multinational Firms’ Disclosure Strategy," European Accounting Review, Taylor & Francis Journals, vol. 28(3), pages 483-512, May.
    11. repec:bla:jfinan:v:44:y:1989:i:3:p:719-29 is not listed on IDEAS
    12. Kumar, Alok & Page, Jeremy K. & Spalt, Oliver G., 2016. "Gambling and Comovement," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 51(1), pages 85-111, February.
    13. Geert Bekaert & Robert J. Hodrick & Xiaoyan Zhang, 2009. "International Stock Return Comovements," Journal of Finance, American Finance Association, vol. 64(6), pages 2591-2626, December.
    14. Grullon, Gustavo & Underwood, Shane & Weston, James P., 2014. "Comovement and investment banking networks," Journal of Financial Economics, Elsevier, vol. 113(1), pages 73-89.
    15. Lo, Andrew W & Wang, Jiang, 2000. "Trading Volume: Definitions, Data Analysis, and Implications of Portfolio Theory," The Review of Financial Studies, Society for Financial Studies, vol. 13(2), pages 257-300.
    16. 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.
    17. Li, Mingyi & Yin, Xiangkang & Zhao, Jing, 2020. "Does program trading contribute to excess comovement of stock returns?," Journal of Empirical Finance, Elsevier, vol. 59(C), pages 257-277.
    18. Salehizadeh, Mehdi, 2003. "U.S. multinationals and the home bias puzzle: an empirical analysis," Global Finance Journal, Elsevier, vol. 14(3), pages 303-318, December.
    19. Robert W Faff & Andrew Marshall, 2005. "International evidence on the determinants of foreign exchange rate exposure of multinational corporations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 36(5), pages 539-558, September.
    20. Robert J. Shiller, 1989. "Comovements in Stock Prices and Comovements in Dividends," Journal of Finance, American Finance Association, vol. 44(3), pages 719-729, July.
    21. Karolyi, G. Andrew & Lee, Kuan-Hui & van Dijk, Mathijs A., 2012. "Understanding commonality in liquidity around the world," Journal of Financial Economics, Elsevier, vol. 105(1), pages 82-112.
    22. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2009. "The Margins of US Trade," American Economic Review, American Economic Association, vol. 99(2), pages 487-493, May.
    23. Chuluun, Tuugi, 2017. "Global portfolio investment network and stock market comovement," Global Finance Journal, Elsevier, vol. 33(C), pages 51-68.
    24. Hameed, Allaudeen & Xie, Jing, 2019. "Preference for dividends and return comovement," Journal of Financial Economics, Elsevier, vol. 132(1), pages 103-125.
    25. Raffestin, Louis, 2017. "Do bond credit ratings lead to excess comovement?," Journal of Banking & Finance, Elsevier, vol. 85(C), pages 41-55.
    26. Kumar, Alok, 2009. "Dynamic Style Preferences of Individual Investors and Stock Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(3), pages 607-640, June.
    27. Frijns, Bart & Verschoor, Willem F.C. & Zwinkels, Remco C.J., 2017. "Excess stock return comovements and the role of investor sentiment," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 49(C), pages 74-87.
    28. Lee, Charles & Ng, David & Swaminathan, Bhaskaran, 2009. "Testing International Asset Pricing Models Using Implied Costs of Capital," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 307-335, April.
    29. Li, Jie & Zhang, Yongjie & Feng, Xu & An, Yahui, 2019. "Which kind of investor causes comovement?," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 61(C), pages 1-15.
    30. Errunza, Vihang R & Senbet, Lemma W, 1981. "The Effects of International Operations on the Market Value of the Firm: Theory and Evidence," Journal of Finance, American Finance Association, vol. 36(2), pages 401-417, May.
    31. Aggarwal, Raj & Berrill, Jenny & Hutson, Elaine & Kearney, Colm, 2011. "What is a multinational corporation? Classifying the degree of firm-level multinationality," International Business Review, Elsevier, vol. 20(5), pages 557-577, October.
    32. repec:bla:jfinan:v:44:y:1989:i:3:p:719-730 is not listed on IDEAS
    33. Croitorov, Olga & Giovannini, Massimo & Hohberger, Stefan & Ratto, Marco & Vogel, Lukas, 2020. "Financial spillover and global risk in a multi-region model of the world economy," Journal of Economic Behavior & Organization, Elsevier, vol. 177(C), pages 185-218.
    34. Patrick F. Rowland & Linda L. Tesar, 2004. "Multinationals and the Gains from International Diversification," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(4), pages 789-826, October.
    35. Fatemi, Ali M, 1984. "Shareholder Benefits from Corporate International Diversification," Journal of Finance, American Finance Association, vol. 39(5), pages 1325-1344, December.
    36. 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.
    37. Allen Michel & Israel Shaked, 1986. "Multinational Corporations vs Domestic Corporations: Financial Performance and Characteristics," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 17(3), pages 89-100, September.
    38. 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.
    39. Berrill, Jenny & Kearney, Colm & O’Hagan-Luff, Martha, 2019. "Measuring the diversification benefits of investing in highly internationalised firms," International Business Review, Elsevier, vol. 28(4), pages 672-684.
    40. Alok Kumar & Jeremy K. Page & Oliver G. Spalt, 2013. "Investor Sentiment and Return Comovements: Evidence from Stock Splits and Headquarters Changes," Review of Finance, European Finance Association, vol. 17(3), pages 921-953.
    41. Margarethe F. Wiersema & Harry P. Bowen, 2008. "Corporate diversification: the impact of foreign competition, industry globalization, and product diversification," Strategic Management Journal, Wiley Blackwell, vol. 29(2), pages 115-132, February.
    42. Dahlquist, Magnus & Pinkowitz, Lee & Stulz, René M. & Williamson, Rohan, 2003. "Corporate Governance and the Home Bias," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(1), pages 87-110, March.
    43. Dhaliwal, Dan & Judd, J. Scott & Serfling, Matthew & Shaikh, Sarah, 2016. "Customer concentration risk and the cost of equity capital," Journal of Accounting and Economics, Elsevier, vol. 61(1), pages 23-48.
    44. Andrew Bernard & J Bradford Jensen & Stephen Redding & Peter Schott, 2009. "The Margins of U.S. Trade (Long Version)," Working Papers 09-18, Center for Economic Studies, U.S. Census Bureau.
    45. K. J. Martijn Cremers & Antti Petajisto, 2009. "How Active Is Your Fund Manager? A New Measure That Predicts Performance," The Review of Financial Studies, Society for Financial Studies, vol. 22(9), pages 3329-3365, September.
    46. Longin, Francois & Solnik, Bruno, 1995. "Is the correlation in international equity returns constant: 1960-1990?," Journal of International Money and Finance, Elsevier, vol. 14(1), pages 3-26, February.
    47. Aggarwal, Reena & Klapper, Leora & Wysocki, Peter D., 2005. "Portfolio preferences of foreign institutional investors," Journal of Banking & Finance, Elsevier, vol. 29(12), pages 2919-2946, December.
    48. Broman, Markus S., 2016. "Liquidity, style investing and excess comovement of exchange-traded fund returns," Journal of Financial Markets, Elsevier, vol. 30(C), pages 27-53.
    49. Kalok Chan & Vicentiu Covrig & Lilian Ng, 2005. "What Determines the Domestic Bias and Foreign Bias? Evidence from Mutual Fund Equity Allocations Worldwide," Journal of Finance, American Finance Association, vol. 60(3), pages 1495-1534, June.
    50. Lee, Charles M C & Shleifer, Andrei & Thaler, Richard H, 1991. "Investor Sentiment and the Closed-End Fund Puzzle," Journal of Finance, American Finance Association, vol. 46(1), pages 75-109, March.
    51. Cathcart, Lara & El-Jahel, Lina & Evans, Leo & Shi, Yining, 2019. "Excess comovement in credit default swap markets: Evidence from the CDX indices," Journal of Financial Markets, Elsevier, vol. 43(C), pages 96-120.
    52. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    53. Brian H. Boyer, 2011. "Style‐Related Comovement: Fundamentals or Labels?," Journal of Finance, American Finance Association, vol. 66(1), pages 307-332, February.
    54. French, Kenneth R & Poterba, James M, 1991. "Investor Diversification and International Equity Markets," American Economic Review, American Economic Association, vol. 81(2), pages 222-226, May.
    55. Choi, Jongmoo Jay & Jiang, Cao, 2009. "Does multinationality matter? Implications of operational hedging for the exchange risk exposure," Journal of Banking & Finance, Elsevier, vol. 33(11), pages 1973-1982, November.
    56. Martijn Cremers & Antti Petajisto, 2006. "How Active is Your Fund Manager? A New Measure That Predicts Performance," Yale School of Management Working Papers amz2370, Yale School of Management, revised 01 May 2009.
    57. Agmon, Tamir & Lessard, Donald R, 1977. "Investor Recognition of Corporate International Diversification," Journal of Finance, American Finance Association, vol. 32(4), pages 1049-1055, September.
    58. Wang, Zhimin & Ettinger, Marilyn & Xie, Yuying & Xu, Li, 2020. "The cost of capital: U.S.-based multinational corporations versus U.S. domestic corporations," Global Finance Journal, Elsevier, vol. 44(C).
    59. William P. Wan & Daphne W. Yiu, 2009. "From crisis to opportunity: environmental jolt, corporate acquisitions, and firm performance," Strategic Management Journal, Wiley Blackwell, vol. 30(7), pages 791-801, July.
    60. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    61. Vihang Errunza & Ked Hogan & Mao‐Wei Hung, 1999. "Can the Gains from International Diversification Be Achieved without Trading Abroad?," Journal of Finance, American Finance Association, vol. 54(6), pages 2075-2107, December.
    62. Ike Mathur & Kyran Hanagan, 1983. "Are Multinational Corporations Superior Investment Vehicles for Achieving International Diversification?," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 14(3), pages 135-146, September.
    63. Doukas, John A. & Pantzalis, Christos, 2003. "Geographic diversification and agency costs of debt of multinational firms," Journal of Corporate Finance, Elsevier, vol. 9(1), pages 59-92, January.
    64. Dong Lou, 2012. "A Flow-Based Explanation for Return Predictability," The Review of Financial Studies, Society for Financial Studies, vol. 25(12), pages 3457-3489.
    65. Galbraith, Craig S. & Kay, Neil M., 1986. "Towards a theory of multinational enterprise," Journal of Economic Behavior & Organization, Elsevier, vol. 7(1), pages 3-19, March.
    66. 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.
    67. Froot, Kenneth A. & Dabora, Emil M., 1999. "How are stock prices affected by the location of trade?," Journal of Financial Economics, Elsevier, vol. 53(2), pages 189-216, August.
    68. Mazouz, Khelifa & Mohamed, Abdulkadir & Saadouni, Brahim, 2016. "Stock return comovement around the Dow Jones Islamic Market World Index revisions," Journal of Economic Behavior & Organization, Elsevier, vol. 132(S), pages 50-62.
    69. Agyei-Ampomah, Sam & Mazouz, Khelifa, 2011. "The comovement of option listed stocks," Journal of Banking & Finance, Elsevier, vol. 35(8), pages 2056-2069, August.
    70. Kavous Ardalan, 2019. "Equity Home Bias: A Review Essay," Journal of Economic Surveys, Wiley Blackwell, vol. 33(3), pages 949-967, July.
    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. Do, Hung X. & Nguyen, Lily & Nguyen, Nhut H. & Nguyen, Quan M.P., 2022. "LGBT policy, investor trading behavior, and return comovement," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 457-483.
    2. Do, Hung X. & Nguyen, Nhut H. & Nguyen, Quan M.P., 2022. "Financial leverage and stock return comovement," Journal of Financial Markets, Elsevier, vol. 60(C).
    3. Fang Cai & Francis E. Warnock, 2004. "International diversification at home and abroad," International Finance Discussion Papers 793, Board of Governors of the Federal Reserve System (U.S.).
    4. Lee, Junyong & Lee, Kyounghun & Oh, Frederick Dongchuhl, 2023. "International portfolio diversification and the home bias puzzle," Research in International Business and Finance, Elsevier, vol. 64(C).
    5. Broman, Markus S., 2020. "Local demand shocks, excess comovement and return predictability," Journal of Banking & Finance, Elsevier, vol. 119(C).
    6. Eduard Gaar & David Scherer & Dirk Schiereck, 2022. "The home bias and the local bias: A survey," Management Review Quarterly, Springer, vol. 72(1), pages 21-57, February.
    7. O'Hagan-Luff, Martha & Berrill, Jenny, 2015. "Why stay-at-home investing makes sense," International Review of Financial Analysis, Elsevier, vol. 38(C), pages 1-14.
    8. Berrill, Jenny & Kearney, Colm, 2010. "Firm-level internationalisation and the home bias puzzle," Journal of Economics and Business, Elsevier, vol. 62(4), pages 235-256, July.
    9. S. Veeramani & Abha Shukla & Mariam Jamaleh, 2020. "Financial theories of foreign direct investment: a review of literature," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(2), pages 185-217, June.
    10. Ma, Rui & Marshall, Ben R. & Nguyen, Hung T. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2022. "Climate events and return comovement," Journal of Financial Markets, Elsevier, vol. 61(C).
    11. Itzhak Ben-DAVID & Francesco A. FRANZONI & Rabih MOUSSAWI & John SEDUNOV III, 2015. "The Granular Nature of Large Institutional Investors," Swiss Finance Institute Research Paper Series 15-67, Swiss Finance Institute, revised Apr 2016.
    12. Irem Demirci & Miguel A Ferreira & Pedro Matos & Clemens Sialm, 2022. "How Global Is Your Mutual Fund? International Diversification from Multinationals," The Review of Financial Studies, Society for Financial Studies, vol. 35(7), pages 3337-3372.
    13. 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.
    14. Jenny Berrill & Shengkai Sun, 2018. "An Investigation into the Benefits of Investing in Chinese Multinational Companies," Journal of Emerging Market Finance, Institute for Financial Management and Research, vol. 17(2), pages 186-209, August.
    15. Hameed, Allaudeen & Xie, Jing, 2019. "Preference for dividends and return comovement," Journal of Financial Economics, Elsevier, vol. 132(1), pages 103-125.
    16. Broman, Markus S., 2016. "Liquidity, style investing and excess comovement of exchange-traded fund returns," Journal of Financial Markets, Elsevier, vol. 30(C), pages 27-53.
    17. Nicolas Coeurdacier & Hélène Rey, 2013. "Home Bias in Open Economy Financial Macroeconomics," Journal of Economic Literature, American Economic Association, vol. 51(1), pages 63-115, March.
    18. Anil Mishra, 2011. "Australia’s equity home bias and real exchange rate volatility," Review of Quantitative Finance and Accounting, Springer, vol. 37(2), pages 223-244, August.
    19. Wallmeier, Martin & Iseli, Christoph, 2022. "Home bias and expected returns: A structural approach," Journal of International Money and Finance, Elsevier, vol. 124(C).
    20. Karolyi, G. Andrew & Ng, David T. & Prasad, Eswar S., 2020. "The Coming Wave: Where Do Emerging Market Investors Put Their Money?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(4), pages 1369-1414, June.

    More about this item

    Keywords

    Multinational; Diversification; Comovement; Clientele; Style investing;
    All these keywords.

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

    Statistics

    Access and download statistics

    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:glofin:v:52:y:2022:i:c:s1044028322000163. 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/620162 .

    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.