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CEO's education and investment–cash flow sensitivity: an empirical investigation

Author

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  • Gaurav Gupta
  • Jitendra Mahakud
  • Vivek Verma

Abstract

Purpose - The purpose of this study is to examine the impact of financial and technical education of chief executive officer (CEO) on investment–cash flow sensitivity (ICFS) of Indian manufacturing firms. Design/methodology/approach - The study uses the dynamic panel data model and more specifically, the system-generalized method of moments (GMM) technique to investigate the effect of CEOs' education on ICFS of Indian manufacturing firms during the period 1998–1999 to 2016–2017. Findings - The study shows that financial (technical) education of CEOs does (not) affect ICFS. The results explain that the role of the CEO's education in ICFS is highly significant during the crisis period. The robustness test depicts that the influence of financial education on ICFS is less (more) for group-affiliated and large-sized firms (stand-alone and small-sized firms). Further, the CEO's education is significantly associated with corporate investment decisions. Research limitations/implications - Due to the unavailability of the CEO's compensation data for the selected sample, future research could explore the impact of CEO's education with respect to CEO's compensation on ICFS. Practical implications - First, the authors find that financially educated CEOs affect ICFS; therefore, firms should take care of CEO's education during recruitment of CEOs. Second, lending agencies should also consider the educational background of the CEO before approval of funding to make it safe. Third, investors should keep in mind the educational background of the CEO for the growth of their investment as it may be easier for financially educated CEOs to borrow from the market at the time of requirement. Originality/value - This study contributes to the existing literature by providing empirical evidence through analyzing the impact of a CEO's education on ICFS in the context of India. This study is very unique in itself as it uses the sample of manufacturing sectors of India, which are growing very fast and attracting global investors to create a global hub of manufacturing in India. This study also considers different types of education such as financial and technical education of CEOs in the context of a developing economy like India. This study made its findings robust across company characteristics and periods based on the financial crisis.

Suggested Citation

  • Gaurav Gupta & Jitendra Mahakud & Vivek Verma, 2020. "CEO's education and investment–cash flow sensitivity: an empirical investigation," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 17(4), pages 589-618, December.
  • Handle: RePEc:eme:ijmfpp:ijmf-01-2020-0020
    DOI: 10.1108/IJMF-01-2020-0020
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    1. Mark Gertler & Simon Gilchrist, 1994. "Monetary Policy, Business Cycles, and the Behavior of Small Manufacturing Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 309-340.
    2. Gilchrist, Simon & Himmelberg, Charles P., 1995. "Evidence on the role of cash flow for investment," Journal of Monetary Economics, Elsevier, vol. 36(3), pages 541-572, December.
    3. 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.
    4. 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.
    5. Gochoco-Bautista, Maria Socorro & Sotocinal, Noli R. & Wang, Jianxin, 2014. "Corporate Investments in Asian Markets: Financial Conditions, Financial Development, and Financial Constraints," World Development, Elsevier, vol. 57(C), pages 63-78.
    6. Ming Li & Liang Song, 2018. "Corporate governance, accounting information environment and investment-cash flow sensitivity," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 26(4), pages 492-507, October.
    7. Xavier Gabaix & Augustin Landier, 2008. "Why has CEO Pay Increased So Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(1), pages 49-100.
    8. Ran Lu-Andrews & Yin Yu-Thompson, 2015. "CEO inside debt, asset tangibility, and investment," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(4), pages 451-479, September.
    9. Guariglia, Alessandra & Mateut, Simona, 2010. "Inventory investment, global engagement, and financial constraints in the UK: Evidence from micro data," Journal of Macroeconomics, Elsevier, vol. 32(1), pages 239-250, March.
    10. Inessa Love, 2003. "Financial Development and Financing Constraints: International Evidence from the Structural Investment Model," Review of Financial Studies, Society for Financial Studies, vol. 16(3), pages 765-791, July.
    11. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    12. Timothy J. Quigley & Donald C. Hambrick, 2015. "Has the “CEO effect” increased in recent decades? A new explanation for the great rise in America's attention to corporate leaders," Strategic Management Journal, Wiley Blackwell, vol. 36(6), pages 821-830, June.
    13. Ulrike Malmendier & Geoffrey Tate, 2005. "CEO Overconfidence and Corporate Investment," Journal of Finance, American Finance Association, vol. 60(6), pages 2661-2700, December.
    14. Bernanke, Ben & Gertler, Mark & Gilchrist, Simon, 1996. "The Financial Accelerator and the Flight to Quality," The Review of Economics and Statistics, MIT Press, vol. 78(1), pages 1-15, February.
    15. Ulrike Malmendier & Geoffrey Tate, 2005. "Does Overconfidence Affect Corporate Investment? CEO Overconfidence Measures Revisited," European Financial Management, European Financial Management Association, vol. 11(5), pages 649-659, November.
    16. Degryse, Hans & de Jong, Abe, 2006. "Investment and internal finance: Asymmetric information or managerial discretion?," International Journal of Industrial Organization, Elsevier, vol. 24(1), pages 125-147, January.
    17. Mark Gertler & Simon Gilchrist, 1993. "The role of credit market imperfections in the monetary transmission mechanism: arguments and evidence," Finance and Economics Discussion Series 93-5, Board of Governors of the Federal Reserve System (U.S.).
    18. Cleary, Sean & Povel, Paul & Raith, Michael, 2007. "The U-Shaped Investment Curve: Theory and Evidence," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 42(1), pages 1-39, March.
    19. Tarun Khanna & Krishna Palepu, 1999. "Policy Shocks, Market Intermediaries, and Corporate Strategy: The Evolution of Business Groups in Chile and India," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 8(2), pages 271-310, June.
    20. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 1988. "Financing Constraints and Corporate Investment," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 19(1), pages 141-206.
    21. George, Rejie & Kabir, Rezaul & Qian, Jing, 2011. "Investment-cash flow sensitivity and financing constraints: New evidence from Indian business group firms," Journal of Multinational Financial Management, Elsevier, vol. 21(2), pages 69-88, April.
    22. Vincent L. Barker , III & George C. Mueller, 2002. "CEO Characteristics and Firm R&D Spending," Management Science, INFORMS, vol. 48(6), pages 782-801, June.
    23. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    24. Thitima Sitthipongpanich, 2017. "Family ownership and free cash flow," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 13(2), pages 133-148, April.
    25. Takeo Hoshi & Anil Kashyap & David Scharfstein, 1991. "Corporate Structure, Liquidity, and Investment: Evidence from Japanese Industrial Groups," The Quarterly Journal of Economics, Oxford University Press, vol. 106(1), pages 33-60.
    26. Sean Cleary, 1999. "The Relationship between Firm Investment and Financial Status," Journal of Finance, American Finance Association, vol. 54(2), pages 673-692, April.
    27. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    28. Nam Hoai Tran & Chi Dat Le, 2017. "Financial conditions and corporate investment: evidence from Vietnam," Pacific Accounting Review, Emerald Group Publishing Limited, vol. 29(2), pages 183-203, April.
    29. Marianne Bertrand & Antoinette Schoar, 2003. "Managing with Style: The Effect of Managers on Firm Policies," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(4), pages 1169-1208.
    30. Ahn, Seoungpil & Denis, David J. & Denis, Diane K., 2006. "Leverage and investment in diversified firms," Journal of Financial Economics, Elsevier, vol. 79(2), pages 317-337, February.
    31. Ratti, Ronald A. & Lee, Sunglyong & Seol, Youn, 2008. "Bank concentration and financial constraints on firm-level investment in Europe," Journal of Banking & Finance, Elsevier, vol. 32(12), pages 2684-2694, December.
    32. Tarun Khanna & Krishna Palepu, 2000. "Is Group Affiliation Profitable in Emerging Markets? An Analysis of Diversified Indian Business Groups," Journal of Finance, American Finance Association, vol. 55(2), pages 867-891, April.
    33. 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.
    34. Michael Devereux & Fabio Schiantarelli, 1990. "Investment, Financial Factors, and Cash Flow: Evidence from U.K. Panel Data," NBER Chapters, in: Asymmetric Information, Corporate Finance, and Investment, pages 279-306, National Bureau of Economic Research, Inc.
    35. Eddy Ng & Greg Sears, 2012. "CEO Leadership Styles and the Implementation of Organizational Diversity Practices: Moderating Effects of Social Values and Age," Journal of Business Ethics, Springer, vol. 105(1), pages 41-52, January.
    36. Robert Lensink & Remco van der Molen & Shubashis Gangopadhyay, 2003. "Business groups, financing constraints and investment: the case of India," Journal of Development Studies, Taylor & Francis Journals, vol. 40(2), pages 93-119.
    37. Serfling, Matthew A., 2014. "CEO age and the riskiness of corporate policies," Journal of Corporate Finance, Elsevier, vol. 25(C), pages 251-273.
    38. repec:eme:mfppss:mf-02-2016-0042 is not listed on IDEAS
    39. Steven N. Kaplan & Luigi Zingales, 2000. "Investment-Cash Flow Sensitivities Are Not Valid Measures of Financing Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 707-712.
    40. Burak Koyuncu & Shainaz Firfiray & Björn Claes & Monika Hamori, 2010. "CEOs with a functional background in operations: Reviewing their performance and prevalence in the top post," Post-Print hal-00812116, HAL.
    41. Vicente Lima Crisóstomo & Félix Javier López Iturriaga & Eleuterio Vallelado González, 2014. "Financial constraints for investment in Brazil," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 10(1), pages 73-92, January.
    42. Michael A. Hitt & Beverly B. Tyler, 1991. "Strategic decision models: Integrating different perspectives," Strategic Management Journal, Wiley Blackwell, vol. 12(5), pages 327-351, July.
    43. Aivazian, Varouj A. & Ge, Ying & Qiu, Jiaping, 2005. "The impact of leverage on firm investment: Canadian evidence," Journal of Corporate Finance, Elsevier, vol. 11(1-2), pages 277-291, March.
    44. repec:eme:mfppss:mf-08-2016-0228 is not listed on IDEAS
    45. Thitima Sitthipongpanich, 2017. "Family ownership and free cash flow," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 13(2), pages 133-148, April.
    46. Ascioglu, Asli & Hegde, Shantaram P. & McDermott, John B., 2008. "Information asymmetry and investment-cash flow sensitivity," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1036-1048, June.
    47. Jean-Bernard Chatelain & Michael Ehrmann & Andrea Generale & Jorge Martínez-Pagés & Philip Vermeulen & Andreas Worms, 2003. "Monetary Policy Transmission in the Euro Area: New Evidence From Micro Data on Firms and Banks," Journal of the European Economic Association, MIT Press, vol. 1(2-3), pages 731-742, 04/05.
    48. Ottorino Morresi, 2017. "How much is CEO education worth to a firm? Evidence from European firms," PSL Quarterly Review, Economia civile, vol. 70(282), pages 311-353.
    49. Tarun Khanna & Yishay Yafeh, 2005. "Business Groups and Risk Sharing around the World," The Journal of Business, University of Chicago Press, vol. 78(1), pages 301-340, January.
    50. Nanette Fondas & Margarethe Wiersema, 1997. "Changing of the Guard: the Influence of CEO Socialization on Strategic Change," Journal of Management Studies, Wiley Blackwell, vol. 34(4), pages 561-584, July.
    51. Oliner, Stephen D & Rudebusch, Glenn D, 1992. "Sources of the Financing Hierarchy for Business Investment," The Review of Economics and Statistics, MIT Press, vol. 74(4), pages 643-654, November.
    52. Steven N. Kaplan & Mark M. Klebanov & Morten Sorensen, 2012. "Which CEO Characteristics and Abilities Matter?," Journal of Finance, American Finance Association, vol. 67(3), pages 973-1007, June.
    53. Richard A. Lord & Yoshie Saito & Joseph R. Nicholson & Michael T. Dugan, 2019. "CEO compensation, portfolio holdings and strategic investments," Journal of Financial Economic Policy, Emerald Group Publishing Limited, vol. 12(1), pages 137-160, September.
    54. Moncef Guizani, 2019. "Sharia-compliance and investment-cash flow sensitivity in oil rich countries," Review of Behavioral Finance, Emerald Group Publishing Limited, vol. 11(4), pages 406-425, August.
    55. Firth, Michael & Malatesta, Paul H. & Xin, Qingquan & Xu, Liping, 2012. "Corporate investment, government control, and financing channels: Evidence from China's Listed Companies," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 433-450.
    56. Joshua D. Rauh, 2006. "Investment and Financing Constraints: Evidence from the Funding of Corporate Pension Plans," Journal of Finance, American Finance Association, vol. 61(1), pages 33-71, February.
    57. Cleary, Sean, 2006. "International corporate investment and the relationships between financial constraint measures," Journal of Banking & Finance, Elsevier, vol. 30(5), pages 1559-1580, May.
    58. Hsu, Wen-Tsung & Chen, Hsiang-Lan & Cheng, Chia-Yi, 2013. "Internationalization and firm performance of SMEs: The moderating effects of CEO attributes," Journal of World Business, Elsevier, vol. 48(1), pages 1-12.
    59. Hisham Farag & Chris Mallin, 2018. "The influence of CEO demographic characteristics on corporate risk-taking: evidence from Chinese IPOs," The European Journal of Finance, Taylor & Francis Journals, vol. 24(16), pages 1528-1551, November.
    60. Bennedsen, Morten & Kongsted, Hans Christian & Nielsen, Kasper Meisner, 2008. "The causal effect of board size in the performance of small and medium-sized firms," Journal of Banking & Finance, Elsevier, vol. 32(6), pages 1098-1109, June.
    61. 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.
    62. Kadapakkam, Palani-Rajan & Kumar, P. C. & Riddick, Leigh A., 1998. "The impact of cash flows and firm size on investment: The international evidence," Journal of Banking & Finance, Elsevier, vol. 22(3), pages 293-320, March.
    63. Young-Jin Ro & In-Chul Kim & Jin Woong Kim, 2017. "Financial Development and Investment in Korea," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 53(3), pages 534-543, March.
    64. Mohamed, Ezzeddine & Fairchild, Richard & Bouri, Abdelfettah, 2014. "Investment cash flow sensitivity under managerial optimism: New evidence from NYSE panel data firms," Journal of Economics, Finance and Administrative Science, Universidad ESAN, vol. 19(36), pages 11-18.
    65. Lin, Chen & Lin, Ping & Song, Frank M. & Li, Chuntao, 2011. "Managerial incentives, CEO characteristics and corporate innovation in China's private sector," Journal of Comparative Economics, Elsevier, vol. 39(2), pages 176-190, June.
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