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Diversification and cash dynamics

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  • Bakke, Tor-Erik
  • Gu, Tiantian

Abstract

Why do diversified firms hold significantly less cash than focused firms? We study this question using a dynamic model of corporate investment, saving, and diversification decisions. We find that investment dynamics are more important in explaining the cash differences than financing frictions. More efficient internal capital markets increase cash differences and are especially valuable when a firm diversifies or refocuses. Contrary to static models, more diverse conglomerates have lower cash differences. Endogenous selection (diversifying firms are larger and have better growth opportunities) accounts for 68% of the cash difference, and the diversification event itself reduces cash holdings by 32%.

Suggested Citation

  • Bakke, Tor-Erik & Gu, Tiantian, 2017. "Diversification and cash dynamics," Journal of Financial Economics, Elsevier, vol. 123(3), pages 580-601.
  • Handle: RePEc:eee:jfinec:v:123:y:2017:i:3:p:580-601
    DOI: 10.1016/j.jfineco.2016.12.008
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    as
    1. Lee, Bong-Soo & Ingram, Beth Fisher, 1991. "Simulation estimation of time-series models," Journal of Econometrics, Elsevier, vol. 47(2-3), pages 197-205, February.
    2. Dimopoulos, Theodosios & Sacchetto, Stefano, 2014. "Preemptive bidding, target resistance, and takeover premiums," Journal of Financial Economics, Elsevier, vol. 114(3), pages 444-470.
    3. Christopher A. Hennessy & Toni M. Whited, 2007. "How Costly Is External Financing? Evidence from a Structural Estimation," Journal of Finance, American Finance Association, vol. 62(4), pages 1705-1745, August.
    4. Patrick Bolton & Hui Chen & Neng Wang, 2011. "A Unified Theory of Tobin's q, Corporate Investment, Financing, and Risk Management," Journal of Finance, American Finance Association, vol. 66(5), pages 1545-1578, October.
    5. Leigh A. Riddick & Toni M. Whited, 2009. "The Corporate Propensity to Save," Journal of Finance, American Finance Association, vol. 64(4), pages 1729-1766, August.
    6. Missaka Warusawitharana & Toni M. Whited, 2016. "Equity Market Misvaluation, Financing, and Investment," The Review of Financial Studies, Society for Financial Studies, vol. 29(3), pages 603-654.
    7. Rebecca N. Hann & Maria Ogneva & Oguzhan Ozbas, 2013. "Corporate Diversification and the Cost of Capital," Journal of Finance, American Finance Association, vol. 68(5), pages 1961-1999, October.
    8. Tauchen, George, 1986. "Finite state markov-chain approximations to univariate and vector autoregressions," Economics Letters, Elsevier, vol. 20(2), pages 177-181.
    9. Joao Gomes & Dmitry Livdan, 2004. "Optimal Diversification: Reconciling Theory and Evidence," Journal of Finance, American Finance Association, vol. 59(2), pages 507-535, April.
    10. Holtz-Eakin, Douglas & Newey, Whitney & Rosen, Harvey S, 1988. "Estimating Vector Autoregressions with Panel Data," Econometrica, Econometric Society, vol. 56(6), pages 1371-1395, November.
    11. Boris Nikolov & Toni M. Whited, 2014. "Agency Conflicts and Cash: Estimates from a Dynamic Model," Journal of Finance, American Finance Association, vol. 69(5), pages 1883-1921, October.
    12. Maksimovic, Vojislav & Phillips, Gordon & Prabhala, N.R., 2011. "Post-merger restructuring and the boundaries of the firm," Journal of Financial Economics, Elsevier, vol. 102(2), pages 317-343.
    13. Andrea Gamba & Alexander Triantis, 2008. "The Value of Financial Flexibility," Journal of Finance, American Finance Association, vol. 63(5), pages 2263-2296, October.
    14. Seru, Amit, 2014. "Firm boundaries matter: Evidence from conglomerates and R&D activity," Journal of Financial Economics, Elsevier, vol. 111(2), pages 381-405.
    15. Albuquerque, Rui & Schroth, Enrique, 2010. "Quantifying private benefits of control from a structural model of block trades," Journal of Financial Economics, Elsevier, vol. 96(1), pages 33-55, April.
    16. Opler, Tim & Pinkowitz, Lee & Stulz, Rene & Williamson, Rohan, 1999. "The determinants and implications of corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 52(1), pages 3-46, April.
    17. Casey B. Mulligan, "undated". "The Demand for Money by Firms: Some Additional Empirical Results," University of Chicago - Population Research Center 97-1, Chicago - Population Research Center.
    18. Raghuram Rajan & Henri Servaes & Luigi Zingales, 2000. "The Cost of Diversity: The Diversification Discount and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(1), pages 35-80, February.
    19. Russell W. Cooper & John C. Haltiwanger, 2006. "On the Nature of Capital Adjustment Costs," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 611-633.
    20. Michaelides, Alexander & Ng, Serena, 2000. "Estimating the rational expectations model of speculative storage: A Monte Carlo comparison of three simulation estimators," Journal of Econometrics, Elsevier, vol. 96(2), pages 231-266, June.
    21. James R. Brown & Steven M. Fazzari & Bruce C. Petersen, 2009. "Financing Innovation and Growth: Cash Flow, External Equity, and the 1990s R&D Boom," Journal of Finance, American Finance Association, vol. 64(1), pages 151-185, February.
    22. Gourieroux, C & Monfort, A & Renault, E, 1993. "Indirect Inference," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 8(S), pages 85-118, Suppl. De.
    23. Robert H. Gertner & David S. Scharfstein & Jeremy C. Stein, 1994. "Internal versus External Capital Markets," NBER Working Papers 4776, National Bureau of Economic Research, Inc.
    24. Bengt Holmstrom & Steven N. Kaplan, 2001. "Corporate Governance and Merger Activity in the United States: Making Sense of the 1980s and 1990s," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 121-144, Spring.
    25. Robert H. Gertner & David S. Scharfstein & Jeremy C. Stein, 1994. "Internal versus External Capital Markets," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 1211-1230.
    26. Lucian A. Taylor, 2010. "Why Are CEOs Rarely Fired? Evidence from Structural Estimation," Journal of Finance, American Finance Association, vol. 65(6), pages 2051-2087, December.
    27. Eisfeldt, Andrea L. & Rampini, Adriano A., 2006. "Capital reallocation and liquidity," Journal of Monetary Economics, Elsevier, vol. 53(3), pages 369-399, April.
    28. Gregor Matvos & Amit Seru, 2014. "Resource Allocation within Firms and Financial Market Dislocation: Evidence from Diversified Conglomerates," Review of Financial Studies, Society for Financial Studies, vol. 27(4), pages 1143-1189.
    29. Mueller, Holger & Giroud, Xavier, 2015. "Capital and Labor Reallocation within Firms," CEPR Discussion Papers 10360, C.E.P.R. Discussion Papers.
    30. Jose Manuel Campa & Simi Kedia, 2002. "Explaining the Diversification Discount," Journal of Finance, American Finance Association, vol. 57(4), pages 1731-1762, August.
    31. Boyan Jovanovic & Peter L. Rousseau, 2002. "The Q-Theory of Mergers," American Economic Review, American Economic Association, vol. 92(2), pages 198-204, May.
    32. David S. Scharfstein & Jeremy C. Stein, 2000. "The Dark Side of Internal Capital Markets: Divisional Rent‐Seeking and Inefficient Investment," Journal of Finance, American Finance Association, vol. 55(6), pages 2537-2564, December.
    33. Valerie A. Ramey & Matthew D. Shapiro, 2001. "Displaced Capital: A Study of Aerospace Plant Closings," Journal of Political Economy, University of Chicago Press, vol. 109(5), pages 958-992, October.
    34. Ran Duchin, 2010. "Cash Holdings and Corporate Diversification," Journal of Finance, American Finance Association, vol. 65(3), pages 955-992, June.
    35. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-1057, September.
    36. Warusawitharana, Missaka, 2008. "Corporate asset purchases and sales: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 87(2), pages 471-497, February.
    37. 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.
    38. Toni M. Whited, 2001. "Is It Inefficient Investment that Causes the Diversification Discount?," Journal of Finance, American Finance Association, vol. 56(5), pages 1667-1691, October.
    39. Belén Villalonga, 2004. "Does Diversification Cause the "Diversification Discount"?," Financial Management, Financial Management Association, vol. 33(2), Summer.
    40. Missaka Warusawitharana, 2015. "Research and development, profits, and firm value: A structural estimation," Quantitative Economics, Econometric Society, vol. 6(2), pages 531-565, July.
    41. Gregor Andrade & Mark Mitchell & Erik Stafford, 2001. "New Evidence and Perspectives on Mergers," Journal of Economic Perspectives, American Economic Association, vol. 15(2), pages 103-120, Spring.
    42. Vojislav Maksimovic & Gordon Phillips, 2001. "The Market for Corporate Assets: Who Engages in Mergers and Asset Sales and Are There Efficiency Gains?," Journal of Finance, American Finance Association, vol. 56(6), pages 2019-2065, December.
    43. Tong, Zhenxu, 2011. "Firm diversification and the value of corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 741-758, June.
    44. Lang, Larry H P & Stulz, Rene M, 1994. "Tobin's q, Corporate Diversification, and Firm Performance," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1248-1280, December.
    45. Ronald W. Anderson & Andrew Carverhill, 2012. "Corporate Liquidity and Capital Structure," Review of Financial Studies, Society for Financial Studies, vol. 25(3), pages 797-837.
    46. Stein, Jeremy C., 2003. "Agency, information and corporate investment," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, edition 1, volume 1, chapter 2, pages 111-165, Elsevier.
    47. Chevalier Judith, 2004. "What Do We Know About Cross-subsidization? Evidence from Merging Firms," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 4(1), pages 1-29, April.
    48. Taylor, Lucian A., 2013. "CEO wage dynamics: Estimates from a learning model," Journal of Financial Economics, Elsevier, vol. 108(1), pages 79-98.
    49. Bengt Holmstrom & Steven N. Kaplan, 2001. "Corporate Governance and Merger Activity in the U.S.: Making Sense of the 1980s and 1990s," NBER Working Papers 8220, National Bureau of Economic Research, Inc.
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    More about this item

    Keywords

    Diversification; Organizational structure; Corporate saving; Internal capital markets; Investment;
    All these keywords.

    JEL classification:

    • G31 - Financial Economics - - Corporate Finance and Governance - - - Capital Budgeting; Fixed Investment and Inventory Studies
    • 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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