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Technology spillovers and the duration of executive compensation

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  • Huang, Minjie
  • Kubick, Thomas R.
  • Tseng, Kevin

Abstract

We examine the effect of technology spillovers on the duration of executive compensation contracts. We find that in the presence of greater technology spillovers, firms tend to grant longer duration compensation contracts to their executives. This finding is consistent with theoretical predictions by Manso (2011) who argues that firms should choose longer-term contracts to encourage managerial incentives for exploration. We enhance our identification by using exogenous variation in state-level R&D tax credits of peer firms to identify the effect of technology spillovers on the duration of focal firm compensation structures. We also find this effect to be stronger among younger firms and firms with more growth opportunities. Overall, our findings suggest that technology spillover has a meaningful influence on compensation contracting.

Suggested Citation

  • Huang, Minjie & Kubick, Thomas R. & Tseng, Kevin, 2021. "Technology spillovers and the duration of executive compensation," Journal of Banking & Finance, Elsevier, vol. 131(C).
    • Handle: RePEc:eee:jbfina:v:131:y:2021:i:c:s0378426621001680
    DOI: 10.1016/j.jbankfin.2021.106209
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    as
    1. Gustavo Manso, 2011. "Motivating Innovation," Journal of Finance, American Finance Association, vol. 66(5), pages 1823-1860, October.
    2. Ittner, Christopher D. & Lambert, Richard A. & Larcker, David F., 2003. "The structure and performance consequences of equity grants to employees of new economy firms," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 89-127, January.
    3. Bamber, LS & Cheon, YS, 1998. "Discretionary management earnings forecast disclosures: Antecedents and outcomes associated with forecast venue and forecast specificity choices," Journal of Accounting Research, Wiley Blackwell, vol. 36(2), pages 167-190.
    4. James R. Hines, Jr. & R. Glenn Hubbard & Joel Slemrod, 1993. "On the Sensitivity of R&D to Delicate Tax Changes: The Behavior of U. S. Multinationals in the 1980s," NBER Chapters, in: Studies in International Taxation, pages 149-194, National Bureau of Economic Research, Inc.
    5. Bloom, Nick & Griffith, Rachel & Van Reenen, John, 2002. "Do R&D tax credits work? Evidence from a panel of countries 1979-1997," Journal of Public Economics, Elsevier, vol. 85(1), pages 1-31, July.
    6. James G. March, 1991. "Exploration and Exploitation in Organizational Learning," Organization Science, INFORMS, vol. 2(1), pages 71-87, February.
    7. Laurent Frésard & Gerard Hoberg & Gordon M Phillips & Francesca Cornelli, 2020. "Innovation Activities and Integration through Vertical Acquisitions," The Review of Financial Studies, Society for Financial Studies, vol. 33(7), pages 2937-2976.
    8. Bronwyn H. Hall & Grid Thoma & Salvatore Torrisi, 2006. "The market value of patents and R&D: Evidence from European firms," KITeS Working Papers 186, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Nov 2006.
    9. Michael Noel & Mark Schankerman, 2013. "Strategic Patenting and Software Innovation," Journal of Industrial Economics, Wiley Blackwell, vol. 61(3), pages 481-520, September.
    10. Jaffe, Adam B, 1986. "Technological Opportunity and Spillovers of R&D: Evidence from Firms' Patents, Profits, and Market Value," American Economic Review, American Economic Association, vol. 76(5), pages 984-1001, December.
    11. Nicholas Bloom & Mark Schankerman & John Van Reenen, 2013. "Identifying Technology Spillovers and Product Market Rivalry," Econometrica, Econometric Society, vol. 81(4), pages 1347-1393, July.
    12. Daniel J. Wilson, 2009. "Beggar Thy Neighbor? The In-State, Out-of-State, and Aggregate Effects of R&D Tax Credits," The Review of Economics and Statistics, MIT Press, vol. 91(2), pages 431-436, May.
    13. Patrick Bolton & José Scheinkman & Wei Xiong, 2006. "Executive Compensation and Short-Termist Behaviour in Speculative Markets," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 577-610.
    14. Murphy, Kevin J., 2003. "Stock-based pay in new economy firms," Journal of Accounting and Economics, Elsevier, vol. 34(1-3), pages 129-147, January.
    15. Bloom, Nick & Lucking, Brian & Van Reenen, John, 2018. "Have R&D spillovers changed?," LSE Research Online Documents on Economics 88699, London School of Economics and Political Science, LSE Library.
    16. Bronwyn H. Hall & Adam Jaffe & Manuel Trajtenberg, 2005. "Market Value and Patent Citations," RAND Journal of Economics, The RAND Corporation, vol. 36(1), pages 16-38, Spring.
    17. Andrews,Donald W. K. & Stock,James H. (ed.), 2005. "Identification and Inference for Econometric Models," Cambridge Books, Cambridge University Press, number 9780521844413, January.
    18. Zvi Griliches, 1992. "Output Measurement in the Service Sectors," NBER Books, National Bureau of Economic Research, Inc, number gril92-1.
    19. Bizjak, John & Lemmon, Michael & Nguyen, Thanh, 2011. "Are all CEOs above average? An empirical analysis of compensation peer groups and pay design," Journal of Financial Economics, Elsevier, vol. 100(3), pages 538-555, June.
    20. Paul Gompers & Joy Ishii & Andrew Metrick, 2003. "Corporate Governance and Equity Prices," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 107-156.
    21. Wen Chen & Robert Inklaar, 2016. "Productivity spillovers of organization capital," Journal of Productivity Analysis, Springer, vol. 45(3), pages 229-245, June.
    22. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation," Scholarly Articles 29407535, Harvard University Department of Economics.
    23. Caroline Flammer & Pratima Bansal, 2017. "Does a long-term orientation create value? Evidence from a regression discontinuity," Strategic Management Journal, Wiley Blackwell, vol. 38(9), pages 1827-1847, September.
    24. Ian D. Gow & David F. Larcker & Peter C. Reiss, 2016. "Causal Inference in Accounting Research," Journal of Accounting Research, Wiley Blackwell, vol. 54(2), pages 477-523, May.
    25. Mitchell A. Petersen, 2009. "Estimating Standard Errors in Finance Panel Data Sets: Comparing Approaches," The Review of Financial Studies, Society for Financial Studies, vol. 22(1), pages 435-480, January.
    26. Zi-Lin He & Poh-Kam Wong, 2004. "Exploration vs. Exploitation: An Empirical Test of the Ambidexterity Hypothesis," Organization Science, INFORMS, vol. 15(4), pages 481-494, August.
    27. Gao, Huasheng & Hsu, Po-Hsuan & Li, Kai, 2018. "Innovation Strategy of Private Firms," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 53(1), pages 1-32, February.
    28. Leonid Kogan & Dimitris Papanikolaou & Amit Seru & Noah Stoffman, 2017. "Technological Innovation, Resource Allocation, and Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 665-712.
    29. Li, Zhichuan Frank & Lin, Shannon & Sun, Shuna & Tucker, Alan, 2018. "Risk-adjusted inside debt," Global Finance Journal, Elsevier, vol. 35(C), pages 12-42.
    30. Zhiguo He & Bin Wei & Jianfeng Yu & Feng Gao, 2017. "Optimal Long-Term Contracting with Learning," The Review of Financial Studies, Society for Financial Studies, vol. 30(6), pages 2006-2065.
    31. Lee G. Branstetter & Mariko Sakakibara, 2002. "When Do Research Consortia Work Well and Why? Evidence from Japanese Panel Data," American Economic Review, American Economic Association, vol. 92(1), pages 143-159, March.
    32. Gerard Hoberg & Gordon Phillips, 2016. "Text-Based Network Industries and Endogenous Product Differentiation," Journal of Political Economy, University of Chicago Press, vol. 124(5), pages 1423-1465.
    33. Irwin, Douglas A & Klenow, Peter J, 1994. "Learning-by-Doing Spillovers in the Semiconductor Industry," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1200-1227, December.
    34. Daniel A. Levinthal & James G. March, 1993. "The myopia of learning," Strategic Management Journal, Wiley Blackwell, vol. 14(S2), pages 95-112, December.
    35. Baranchuk, Nina & Kieschnick, Robert & Moussawi, Rabih, 2014. "Motivating innovation in newly public firms," Journal of Financial Economics, Elsevier, vol. 111(3), pages 578-588.
    36. David H. Erkens, 2011. "Do Firms Use Time‐Vested Stock‐Based Pay to Keep Research and Development Investments Secret?," Journal of Accounting Research, Wiley Blackwell, vol. 49(4), pages 861-894, September.
    37. Bronwyn H. Hall, 1993. "R&D Tax Policy during the 1980s: Success or Failure?," NBER Chapters, in: Tax Policy and the Economy, Volume 7, pages 1-36, National Bureau of Economic Research, Inc.
    38. Frederick L. Bereskin & Terry L. Campbell II & Po-Hsuan Hsu, 2016. "Corporate Philanthropy, Research Networks, and Collaborative Innovation," Financial Management, Financial Management Association International, vol. 45(1), pages 175-206, March.
    39. John Core & Wayne Guay, 2002. "Estimating the Value of Employee Stock Option Portfolios and Their Sensitivities to Price and Volatility," Journal of Accounting Research, Wiley Blackwell, vol. 40(3), pages 613-630, June.
    40. Radhakrishnan Gopalan & Todd Milbourn & Fenghua Song & Anjan V. Thakor, 2014. "Duration of Executive Compensation," Journal of Finance, American Finance Association, vol. 69(6), pages 2777-2817, December.
    41. Zvi Griliches, 1992. "Introduction to "Output Measurement in the Service Sectors"," NBER Chapters, in: Output Measurement in the Service Sectors, pages 1-22, National Bureau of Economic Research, Inc.
    42. Gow, Ian D. & Larcker, David F. & Reiss, Peter C., 2016. "Causal Inference in Accounting Research," Research Papers 3393, Stanford University, Graduate School of Business.
    43. Lucian Bebchuk & Alma Cohen & Allen Ferrell, 2009. "What Matters in Corporate Governance?," The Review of Financial Studies, Society for Financial Studies, vol. 22(2), pages 783-827, February.
    44. Harris, MS, 1998. "The association between competition and managers' business segment reporting decisions," Journal of Accounting Research, Wiley Blackwell, vol. 36(1), pages 111-128.
    45. Core, John & Guay, Wayne, 1999. "The use of equity grants to manage optimal equity incentive levels," Journal of Accounting and Economics, Elsevier, vol. 28(2), pages 151-184, December.
    46. Xavier Giroud & Holger M. Mueller, 2011. "Corporate Governance, Product Market Competition, and Equity Prices," Journal of Finance, American Finance Association, vol. 66(2), pages 563-600, April.
    47. Coles, Jeffrey L. & Daniel, Naveen D. & Naveen, Lalitha, 2006. "Managerial incentives and risk-taking," Journal of Financial Economics, Elsevier, vol. 79(2), pages 431-468, February.
    48. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    49. Gerard Hoberg & Gordon Phillips, 2010. "Product Market Synergies and Competition in Mergers and Acquisitions: A Text-Based Analysis," The Review of Financial Studies, Society for Financial Studies, vol. 23(10), pages 3773-3811, October.
    50. Morck, Randall & Shleifer, Andrei & Vishny, Robert W., 1988. "Management ownership and market valuation : An empirical analysis," Journal of Financial Economics, Elsevier, vol. 20(1-2), pages 293-315, January.
    51. Kedia, Simi & Rajgopal, Shiva, 2009. "Neighborhood matters: The impact of location on broad based stock option plans," Journal of Financial Economics, Elsevier, vol. 92(1), pages 109-127, April.
    52. Laux, Volker, 2012. "Stock option vesting conditions, CEO turnover, and myopic investment," Journal of Financial Economics, Elsevier, vol. 106(3), pages 513-526.
    53. Qiu, Jiaping & Wan, Chi, 2015. "Technology spillovers and corporate cash holdings," Journal of Financial Economics, Elsevier, vol. 115(3), pages 558-573.
    54. Bettis, J. Carr & Bizjak, John & Coles, Jeffrey L. & Kalpathy, Swaminathan, 2018. "Performance-vesting provisions in executive compensation," Journal of Accounting and Economics, Elsevier, vol. 66(1), pages 194-221.
    55. Robert E. Verrecchia & Joseph Weber, 2006. "Redacted Disclosure," Journal of Accounting Research, Wiley Blackwell, vol. 44(4), pages 791-814, September.
    56. David De Angelis & Gustavo Grullon & Sébastien Michenaud, 2017. "The Effects of Short-Selling Threats on Incentive Contracts: Evidence from an Experiment," The Review of Financial Studies, Society for Financial Studies, vol. 30(5), pages 1627-1659.
    57. Juha Uotila & Markku Maula & Thomas Keil & Shaker A. Zahra, 2009. "Exploration, exploitation, and financial performance: analysis of S&P 500 corporations," Strategic Management Journal, Wiley Blackwell, vol. 30(2), pages 221-231, February.
    58. Jeffrey L Coles & Zhichuan (Frank) Li & Albert Y Wang, 2018. "Industry Tournament Incentives," The Review of Financial Studies, Society for Financial Studies, vol. 31(4), pages 1418-1459.
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    Cited by:

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    More about this item

    Keywords

    Technology spillover; Exploration vs. exploitation; Pay duration; Incentive contracting;
    All these keywords.

    JEL classification:

    • G3 - Financial Economics - - Corporate Finance and Governance
    • J33 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Compensation Packages; Payment Methods
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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