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Uncertainty and R&D investment: Does product market competition matter?

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  • Arif Khan, Muhammad
  • Qin, Xuezhi
  • Jebran, Khalil
  • Ullah, Irfan

Abstract

In recent years, the question of how uncertainty influences corporate decisions has received greater interest among academics, researchers, and corporations. This study is an attempt to investigate how uncertainties (firm-specific uncertainty (fsu), market-based uncertainty (mu), and economic policy uncertainty (epu)) influence research and development (R&D) investment and to further examine whether this relation is moderated by product market competition across firms of different sizes. Using a sample of Chinese listed firms covering 2000–2017, this study applies a two-step system GMM model to perform estimations and control for endogeneity issues. The findings show that uncertainties (fsu, mu, and epu) negatively influence R&D investment and that this negative relationship is more prominent for firms operating in competitive industries. In concentrated industries, however, the negative impact of uncertainty is mitigated for large firms, which have more internal resources and better access to external financing. This study contributes to real options theory by illustrating how different forms of uncertainty embedded in a firm’s internal and external environment reduce R&D investment, and by indicating how this relationship is moderated by product market competition.

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  • Arif Khan, Muhammad & Qin, Xuezhi & Jebran, Khalil & Ullah, Irfan, 2020. "Uncertainty and R&D investment: Does product market competition matter?," Research in International Business and Finance, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:riibaf:v:52:y:2020:i:c:s0275531919308773
    DOI: 10.1016/j.ribaf.2019.101167
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    as
    1. Baum, Christopher F. & Caglayan, Mustafa & Talavera, Oleksandr, 2008. "Uncertainty determinants of firm investment," Economics Letters, Elsevier, vol. 98(3), pages 282-287, March.
    2. Dirk Czarnitzki & Andrew A. Toole, 2011. "Patent Protection, Market Uncertainty, and R&D Investment," The Review of Economics and Statistics, MIT Press, vol. 93(1), pages 147-159, February.
    3. Nicholas Bloom & Max Floetotto & Nir Jaimovich & Itay Saporta†Eksten & Stephen J. Terry, 2018. "Really Uncertain Business Cycles," Econometrica, Econometric Society, vol. 86(3), pages 1031-1065, May.
    4. Johnson T. S. Cheng & I-Ming Jiang & Yu-Hong Liu, 2015. "Technological Innovation, Product Life Cycle and Market Power: A Real Options Approach," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 14(01), pages 93-113.
    5. Dirk Czarnitzki & Andrew A. Toole, 2013. "The R&D Investment–Uncertainty Relationship: Do Strategic Rivalry and Firm Size Matter?," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 34(1), pages 15-28, January.
    6. Wang, Yizhong & Chen, Carl R. & Huang, Ying Sophie, 2014. "Economic policy uncertainty and corporate investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 26(C), pages 227-243.
    7. Christopher F. Baum & Andreas Stephan & Oleksandr Talavera, 2009. "The Effects Of Uncertainty On The Leverage Of Nonfinancial Firms," Economic Inquiry, Western Economic Association International, vol. 47(2), pages 216-225, April.
    8. Donadelli, Michael & Persha, Lauren, 2014. "Understanding emerging market equity risk premia: Industries, governance and macroeconomic policy uncertainty," Research in International Business and Finance, Elsevier, vol. 30(C), pages 284-309.
    9. Philip Bromiley & Devaki Rau & Yu Zhang, 2017. "Is R&D risky?," Strategic Management Journal, Wiley Blackwell, vol. 38(4), pages 876-891, April.
    10. Abdul-Haque & Shaoping, Wang, 2008. "Uncertainty and investment evidence from a panel of Chinese firms," Structural Change and Economic Dynamics, Elsevier, vol. 19(3), pages 237-248, September.
    11. Pindyck, Robert S, 1991. "Irreversibility, Uncertainty, and Investment," Journal of Economic Literature, American Economic Association, vol. 29(3), pages 1110-1148, September.
    12. Lahiri, Poulomi & Chakraborty, Indrani, 2014. "Explaining dividend gap between R&D and non-R&D Indian companies in the post-reform period," Research in International Business and Finance, Elsevier, vol. 30(C), pages 268-283.
    13. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    14. Chowdhury, Reza H. & Maung, Min, 2012. "Financial market development and the effectiveness of R&D investment: Evidence from developed and emerging countries," Research in International Business and Finance, Elsevier, vol. 26(2), pages 258-272.
    15. Ben S. Bernanke, 1983. "Irreversibility, Uncertainty, and Cyclical Investment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 98(1), pages 85-106.
    16. Atreya Chakraborty & Christopher F. Baum & Boyan Liu, 2017. "Corporate financial policy and the value of cash under uncertainty," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 13(2), pages 149-164, April.
    17. Chan, Konan & Chen, Hung-Kun & Hong, Li-Hong & Wang, Yanzhi, 2015. "Stock market valuation of R&D expenditures—The role of corporate governance," Pacific-Basin Finance Journal, Elsevier, vol. 31(C), pages 78-93.
    18. Brandon Julio & Youngsuk Yook, 2012. "Political Uncertainty and Corporate Investment Cycles," Journal of Finance, American Finance Association, vol. 67(1), pages 45-84, February.
    19. Jian Chen & Fuwei Jiang & Guoshi Tong, 2017. "Economic policy uncertainty in China and stock market expected returns," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 57(5), pages 1265-1286, December.
    20. Pham, Ly Thi Minh & Vo, Lai Van & Le, Huong Thi Thu & Le, Danh Vinh, 2018. "Asset liquidity and firm innovation," International Review of Financial Analysis, Elsevier, vol. 58(C), pages 225-234.
    21. Nick Bloom & Stephen Bond & John Van Reenen, 2007. "Uncertainty and Investment Dynamics," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 74(2), pages 391-415.
    22. Zhenji Jin & Yue Shang & Jian Xu, 2018. "The Impact of Government Subsidies on Private R&D and Firm Performance: Does Ownership Matter in China’s Manufacturing Industry?," Sustainability, MDPI, vol. 10(7), pages 1-20, June.
    23. Avinash K. Dixit & Robert S. Pindyck, 1994. "Investment under Uncertainty," Economics Books, Princeton University Press, edition 1, number 5474.
    24. Bulan, Laarni T., 2005. "Real options, irreversible investment and firm uncertainty: New evidence from U.S. firms," Review of Financial Economics, Elsevier, vol. 14(3-4), pages 255-279.
    25. Thoa, Tu Thi Kim & Uyen, Nguyen Thi Uyen, 2017. "Banking system reform and investment–cash flow relation: Case of a small transition economy," Research in International Business and Finance, Elsevier, vol. 41(C), pages 500-515.
    26. Kropp, Jaclyn D. & Power, Gabriel J., 2016. "Asset fixity and backward-bending investment demand functions," Research in International Business and Finance, Elsevier, vol. 38(C), pages 151-160.
    27. Andrei Shleifer & Robert W. Vishny, 1994. "Politicians and Firms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 995-1025.
    28. Mustafa Caglayan & Abdul Rashid, 2014. "The Response Of Firms' Leverage To Risk: Evidence From Uk Public Versus Nonpublic Manufacturing Firms," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 341-363, January.
    29. 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.
    30. Zhang, Wei, 2015. "R&D investment and distress risk," Journal of Empirical Finance, Elsevier, vol. 32(C), pages 94-114.
    31. Z. Jun Lin & Shengqiang Liu & Fangcheng Sun, 2017. "The Impact of Financing Constraints and Agency Costs on Corporate R&D Investment: Evidence from China," International Review of Finance, International Review of Finance Ltd., vol. 17(1), pages 3-42, March.
    32. Cai, Huifen & Boateng, Agyenim & Guney, Yilmaz, 2019. "Host country institutions and firm-level R&D influences: An analysis of European Union FDI in China," Research in International Business and Finance, Elsevier, vol. 47(C), pages 311-326.
    33. Dongmei Li, 2011. "Financial Constraints, R&D Investment, and Stock Returns," Review of Financial Studies, Society for Financial Studies, vol. 24(9), pages 2974-3007.
    34. Gu, Lifeng, 2016. "Product market competition, R&D investment, and stock returns," Journal of Financial Economics, Elsevier, vol. 119(2), pages 441-455.
    35. Sungmoon Jung & Gihyun Kwak, 2018. "Firm Characteristics, Uncertainty and Research and Development (R&D) Investment: The Role of Size and Innovation Capacity," Sustainability, MDPI, vol. 10(5), pages 1-14, May.
    36. 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.
    37. Lai, Yung-Lung & Lin, Feng-Jyh & Lin, Yi-Hsin, 2015. "Factors affecting firm's R&D investment decisions," Journal of Business Research, Elsevier, vol. 68(4), pages 840-844.
    38. Bo, Hong & Zhang, Zhihai, 2002. "The impact of uncertainty on firm investment: evidence from machinery industry in Liaoning province of China," Economic Systems, Elsevier, vol. 26(4), pages 335-352, December.
    39. Drobetz, Wolfgang & El Ghoul, Sadok & Guedhami, Omrane & Janzen, Malte, 2018. "Policy uncertainty, investment, and the cost of capital," Journal of Financial Stability, Elsevier, vol. 39(C), pages 28-45.
    40. Phan, Quynh Trang, 2018. "Corporate debt and investment with financial constraints: Vietnamese listed firms," Research in International Business and Finance, Elsevier, vol. 46(C), pages 268-280.
    41. Dirk Czarnitzki & Andrew Toole, 2007. "Business R&D and the Interplay of R&D Subsidies and Product Market Uncertainty," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 31(3), pages 169-181, November.
    42. Driver, Ciaran & Guedes, Maria João Coelho, 2012. "Research and development, cash flow, agency and governance: UK large companies," Research Policy, Elsevier, vol. 41(9), pages 1565-1577.
    43. Zhang, Guangli & Han, Jianlei & Pan, Zheyao & Huang, Haozhi, 2015. "Economic policy uncertainty and capital structure choice: Evidence from China," Economic Systems, Elsevier, vol. 39(3), pages 439-457.
    44. Jiang, George J. & Xu, Danielle & Yao, Tong, 2009. "The Information Content of Idiosyncratic Volatility," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(1), pages 1-28, February.
    45. Xiao, Gang, 2013. "Legal shareholder protection and corporate R&D investment," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 240-266.
    46. Saidani, Wien & Msolli, Badreddine & Ajina, Aymen, 2017. "Research and development investment and financing constraints: The case of Japan," Research in International Business and Finance, Elsevier, vol. 42(C), pages 1336-1342.
    47. Vo, Lai Van & Le, Huong Thi Thu, 2017. "Strategic growth option, uncertainty, and R&D investment," International Review of Financial Analysis, Elsevier, vol. 51(C), pages 16-24.
    48. Arif Khan, Muhammad & Qin, Xuezhi & Jebran, Khalil, 2019. "Does uncertainty influence the leverage-investment association in Chinese firms?," Research in International Business and Finance, Elsevier, vol. 50(C), pages 134-152.
    49. Dibiasi, Andreas & Abberger, Klaus & Siegenthaler, Michael & Sturm, Jan-Egbert, 2018. "The effects of policy uncertainty on investment: Evidence from the unexpected acceptance of a far-reaching referendum in Switzerland," European Economic Review, Elsevier, vol. 104(C), pages 38-67.
    50. Vivian W. Fang & Xuan Tian & Sheri Tice, 2014. "Does Stock Liquidity Enhance or Impede Firm Innovation?," Journal of Finance, American Finance Association, vol. 69(5), pages 2085-2125, October.
    51. Wang, Yizhong & Wei, Yueling & Song, Frank M., 2017. "Uncertainty and corporate R&D investment: Evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 47(C), pages 176-200.
    52. Louis K. C. Chan & Josef Lakonishok & Theodore Sougiannis, 2001. "The Stock Market Valuation of Research and Development Expenditures," Journal of Finance, American Finance Association, vol. 56(6), pages 2431-2456, December.
    53. Wang, Yizhong & Chen, Carl R. & Chen, Lifang & Huang, Ying Sophie, 2016. "Overinvestment, inflation uncertainty, and managerial overconfidence: Firm level analysis of Chinese corporations," The North American Journal of Economics and Finance, Elsevier, vol. 38(C), pages 54-69.
    54. Vivek Ghosal & Prakash Loungani, 2000. "The Differential Impact of Uncertainty on Investment in Small and Large Businesses," The Review of Economics and Statistics, MIT Press, vol. 82(2), pages 338-343, May.
    55. Leduc, Sylvain & Liu, Zheng, 2016. "Uncertainty shocks are aggregate demand shocks," Journal of Monetary Economics, Elsevier, vol. 82(C), pages 20-35.
    56. Hartman, Richard, 1972. "The effects of price and cost uncertainty on investment," Journal of Economic Theory, Elsevier, vol. 5(2), pages 258-266, October.
    57. Felipe L. Aguerrevere, 2009. "Real Options, Product Market Competition, and Asset Returns," Journal of Finance, American Finance Association, vol. 64(2), pages 957-983, April.
    58. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    59. Abel, Andrew B, 1983. "Optimal Investment under Uncertainty," American Economic Review, American Economic Association, vol. 73(1), pages 228-233, March.
    60. Fan, Joseph P.H. & Huang, Jun & Zhu, Ning, 2013. "Institutions, ownership structures, and distress resolution in China," Journal of Corporate Finance, Elsevier, vol. 23(C), pages 71-87.
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    More about this item

    Keywords

    R&D investment; Innovation; Uncertainty; Product market competition; China;
    All these keywords.

    JEL classification:

    • D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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