IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v47y2018icp77-95.html
   My bibliography  Save this article

Is R&D cash flow sensitive? Evidence from Chinese industrial firms

Author

Listed:
  • Weng, Qian
  • Söderbom, Måns

Abstract

We hypothesize that research and development (R&D) is sensitive to cash flow fluctuations due to asymmetric information and agency problems in the credit market. We adopt a variant of the Q model for R&D investment using the value of the firm, physical capital and employment to capture firm fundamentals as proxies for investment opportunities. We add cash flow to this specification, and estimate the augmented model separately for R&D participation and spending decisions using data on Chinese industrial firms for the period 2001–2006. We find that R&D participation and spending are sensitive to cash flow fluctuations, conditional on firm fundamentals. We also find that the cash flow sensitivity of R&D varies across firms depending on ownership.

Suggested Citation

  • Weng, Qian & Söderbom, Måns, 2018. "Is R&D cash flow sensitive? Evidence from Chinese industrial firms," China Economic Review, Elsevier, vol. 47(C), pages 77-95.
  • Handle: RePEc:eee:chieco:v:47:y:2018:i:c:p:77-95
    DOI: 10.1016/j.chieco.2017.12.008
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X17301992
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2017.12.008?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. Bronwyn H. Hall & Jacques Mairesse & Benoit Mulkay, 1998. "Does cash flow cause investment and R&D: an exploration using panel data for French, Japanes and United States scientific firms," IFS Working Papers W98/11, Institute for Fiscal Studies.
    2. Guariglia, Alessandra & Liu, Xiaoxuan & Song, Lina, 2011. "Internal finance and growth: Microeconometric evidence on Chinese firms," Journal of Development Economics, Elsevier, vol. 96(1), pages 79-94, September.
    3. Lu, Jiangyong & Tao, Zhigang, 2009. "Trends and determinants of China's industrial agglomeration," Journal of Urban Economics, Elsevier, vol. 65(2), pages 167-180, March.
    4. 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.
    5. David Dollar & Shang-Jin Wei, 2007. "Das (Wasted) Kapital: Firm Ownership and Investment Efficiency in China," IMF Working Papers 2007/009, International Monetary Fund.
    6. Sourafel Girma & Yundan Gong & Holger Görg, 2016. "Foreign Direct Investment, Access to Finance, and Innovation Activity in Chinese Enterprises," World Scientific Book Chapters, in: MULTINATIONAL ENTERPRISES AND HOST COUNTRY DEVELOPMENT Volume 53: World Scientific Studies in International Economics, chapter 5, pages 79-94, World Scientific Publishing Co. Pte. Ltd..
    7. Ma, Yue & Tang, Heiwai & Zhang, Yifan, 2014. "Factor Intensity, product switching, and productivity: Evidence from Chinese exporters," Journal of International Economics, Elsevier, vol. 92(2), pages 349-362.
    8. Poncet, Sandra & Steingress, Walter & Vandenbussche, Hylke, 2010. "Financial constraints in China: Firm-level evidence," China Economic Review, Elsevier, vol. 21(3), pages 411-422, September.
    9. Stephen Bond, 2000. "Noisy Share Prices and the Q Model of Investment," Econometric Society World Congress 2000 Contributed Papers 1320, Econometric Society.
    10. Chunlai Chen, 2011. "Foreign Direct Investment in China," Books, Edward Elgar Publishing, number 14100.
    11. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    12. Jason G. Cummins & Kevin A. Hassett & Stephen D. Oliner, 2006. "Investment Behavior, Observable Expectations, and Internal Funds," American Economic Review, American Economic Association, vol. 96(3), pages 796-810, June.
    13. Benoît Mulkay & Bronwyn H, Hall & Jacques Mairesse, 2000. "Firm Level Investment and R&D in France and the United States : A Comparison," Working Papers 2000-49, Center for Research in Economics and Statistics.
    14. Martinsson, Gustav, 2010. "Equity financing and innovation: Is Europe different from the United States?," Journal of Banking & Finance, Elsevier, vol. 34(6), pages 1215-1224, June.
    15. Dougherty, Sean & Herd, Richard & He, Ping, 2007. "Has a private sector emerged in China's industry? Evidence from a quarter of a million Chinese firms," China Economic Review, Elsevier, vol. 18(3), pages 309-334.
    16. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    17. Chen, Zhihong & Ge, Ying & Lai, Huiwen, 2011. "Foreign Direct Investment and Wage Inequality: Evidence from China," World Development, Elsevier, vol. 39(8), pages 1322-1332, August.
    18. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    19. Brown, James R. & Petersen, Bruce C., 2009. "Why has the investment-cash flow sensitivity declined so sharply? Rising R&D and equity market developments," Journal of Banking & Finance, Elsevier, vol. 33(5), pages 971-984, May.
    20. Tobin, James, 1969. "A General Equilibrium Approach to Monetary Theory," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 1(1), pages 15-29, February.
    21. Ricardo Hausmann & Jason Hwang & Dani Rodrik, 2007. "What you export matters," Journal of Economic Growth, Springer, vol. 12(1), pages 1-25, March.
    22. 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.
    23. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    24. Hongbin Cai & Qiao Liu, 2009. "Competition and Corporate Tax Avoidance: Evidence from Chinese Industrial Firms," Economic Journal, Royal Economic Society, vol. 119(537), pages 764-795, April.
    25. Stephen Bond & Costas Meghir, 1994. "Dynamic Investment Models and the Firm's Financial Policy," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(2), pages 197-222.
    26. Bai, Chong-En & Lu, Jiangyong & Tao, Zhigang, 2009. "How does privatization work in China?," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 453-470, September.
    27. Ding, Sai & Guariglia, Alessandra & Knight, John, 2013. "Investment and financing constraints in China: Does working capital management make a difference?," Journal of Banking & Finance, Elsevier, vol. 37(5), pages 1490-1507.
    28. Bronwyn H. Hall, 1992. "Investment and Research and Development at the Firm Level: Does the Source of Financing Matter?," NBER Working Papers 4096, National Bureau of Economic Research, Inc.
    29. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    30. 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.
    31. Bronwyn H. Hall & Nathan Rosenberg (ed.), 2010. "Handbook of the Economics of Innovation," Handbook of the Economics of Innovation, Elsevier, edition 1, volume 1, number 1.
    32. Leland, Hayne E & Pyle, David H, 1977. "Informational Asymmetries, Financial Structure, and Financial Intermediation," Journal of Finance, American Finance Association, vol. 32(2), pages 371-387, May.
    33. Bernstein, J.I. & Nadiri, M.I., 1988. "Rates Of Return On Physical And R&D Capital And Structure Of The Production Process: Cross Section And Time Series Evidence," Working Papers 88-09, C.V. Starr Center for Applied Economics, New York University.
    34. Stephen Bond & Dietmar Harhoff & John Van Reenen, 2010. "Investment, R&D and Financial Constraints in Britain and Germany," NBER Chapters, in: Contributions in Memory of Zvi Griliches, pages 433-460, National Bureau of Economic Research, Inc.
    35. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    36. repec:adr:anecst:y:1998:i:49-50:p:16 is not listed on IDEAS
    37. Tong, Sarah Y., 2009. "Why privatize or why not? Empirical evidence from China's SOEs reform," China Economic Review, Elsevier, vol. 20(3), pages 402-413, September.
    38. Brown, James R. & Petersen, Bruce C., 2011. "Cash holdings and R&D smoothing," Journal of Corporate Finance, Elsevier, vol. 17(3), pages 694-709, June.
    39. Huang, Yasheng & Ma, Yue & Yang, Zhi & Zhang, Yifan, 2016. "A fire sale without fire: An explanation of labor-intensive FDI in China," Journal of Comparative Economics, Elsevier, vol. 44(4), pages 884-901.
    40. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    41. Abel, Andrew B & Blanchard, Olivier J, 1986. "The Present Value of Profits and Cyclical Movements in Investment," Econometrica, Econometric Society, vol. 54(2), pages 249-273, March.
    42. Hayashi, Fumio, 1982. "Tobin's Marginal q and Average q: A Neoclassical Interpretation," Econometrica, Econometric Society, vol. 50(1), pages 213-224, January.
    43. Nie, Huihua & Jiang, Ting & Yang, Rudai, 2012. "A Review and Reflection on the Use and Abuse of Chinese Industrial Enterprises Database," MPRA Paper 50945, University Library of Munich, Germany.
    44. 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.
    45. Himmelberg, Charles P & Petersen, Bruce C, 1994. "R&D and Internal Finance: A Panel Study of Small Firms in High-Tech Industries," The Review of Economics and Statistics, MIT Press, vol. 76(1), pages 38-51, February.
    46. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    47. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    48. Miaojie Yu, 2010. "Processing Trade, Firm's Productivity, and Tariff Reductions : Evidence from Chinese Products," Macroeconomics Working Papers 22799, East Asian Bureau of Economic Research.
    49. Bronwyn Hall & Benoit Mulkay and Jacques Mairesse, 2001. "Firm Level Investment and R and D in France and the United States: A Comparison," Economics Series Working Papers 2001-W02, University of Oxford, Department of Economics.
    50. repec:adr:anecst:y:2005:i:79-80:p:17 is not listed on IDEAS
    51. Sudipto Bhattacharya & Jay R. Ritter, 1983. "Innovation and Communication: Signalling with Partial Disclosure," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(2), pages 331-346.
    52. Gary Jefferson & Thomas Rawski & Yifan Zhang, 2008. "Productivity growth and convergence across China's industrial economy," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 6(2), pages 121-140.
    53. Xu, Xinpeng & Sheng, Yu, 2012. "Productivity Spillovers from Foreign Direct Investment: Firm-Level Evidence from China," World Development, Elsevier, vol. 40(1), pages 62-74.
    54. Gary Jefferson & Bai Huamao & Guan Xiaojing & Yu Xiaoyun, 2006. "R&D Performance in Chinese industry," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 15(4-5), pages 345-366.
    55. Du, Luosha & Harrison, Ann & Jefferson, Gary H., 2012. "Testing for horizontal and vertical foreign investment spillovers in China, 1998–2007," Journal of Asian Economics, Elsevier, vol. 23(3), pages 234-243.
    56. Lin, Hui-Lin & Li, Hsiao-Yun & Yang, Chih-Hai, 2011. "Agglomeration and productivity: Firm-level evidence from China's textile industry," China Economic Review, Elsevier, vol. 22(3), pages 313-329, September.
    57. Sizhong Sun, 2010. "Heterogeneity of FDI Export Spillovers and Its Policy Implications: The Experience of China," Asian Economic Journal, East Asian Economic Association, vol. 24(4), pages 289-303, December.
    58. Audretsch,David B. & Thurik,Roy (ed.), 1999. "Innovation, Industry Evolution and Employment," Cambridge Books, Cambridge University Press, number 9780521641661.
    59. Dietmar Harhoff, 1998. "Are there Financing Constraints for R&D and Investment in German Manufacturing Firms," Annals of Economics and Statistics, GENES, issue 49-50, pages 421-456.
    60. Li, Dongya & Lu, Yi & Wu, Mingqin, 2012. "Industrial agglomeration and firm size: Evidence from China," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 135-143.
    61. 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.
    62. Bhagat, Sanjai & Welch, Ivo, 1995. "Corporate research & development investments international comparisons," Journal of Accounting and Economics, Elsevier, vol. 19(2-3), pages 443-470, April.
    63. Ariel Pakes & Mark Schankerman, 1984. "The Rate of Obsolescence of Patents, Research Gestation Lags, and the Private Rate of Return to Research Resources," NBER Chapters, in: R&D, Patents, and Productivity, pages 73-88, National Bureau of Economic Research, Inc.
    64. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Suzuki, Keishun, 2020. "Patent Puzzle, Inflation, and Internal Financial Constraint," MPRA Paper 101937, University Library of Munich, Germany.
    2. Su, Kun & Wu, Ji & Lu, Yue, 2022. "With trust we innovate: Evidence from corporate R&D expenditure," Technological Forecasting and Social Change, Elsevier, vol. 182(C).
    3. Umeair Shahzad & Jing Liu & Faisal Mahmood & Fukai Luo, 2021. "Corporate innovation and trade credit demand: Evidence from China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(6), pages 1591-1606, September.
    4. Langzi Chen & Zhihong Chen & Jian Li, 2019. "Can Trade Credit Maintain Sustainable R&D Investment of SMEs?—Evidence from China," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    5. Zhang, Qi-nan & Zhang, Fan-fan & Mai, Qiang, 2023. "Robot adoption and labor demand: A new interpretation from external competition," Technology in Society, Elsevier, vol. 74(C).
    6. Carlos Alano Soares de Almeida & Jansen Maia Del Corso & Leonardo Andrade Rocha & Wesley Vieira da Silva & Claudimar Pereira da Veiga, 2019. "Innovation and Performance: The Impact of Investments in R&D According to the Different Levels of Productivity of Firms," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(05), pages 1-21, August.

    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. Guariglia, Alessandra & Liu, Pei, 2014. "To what extent do financing constraints affect Chinese firms' innovation activities?," International Review of Financial Analysis, Elsevier, vol. 36(C), pages 223-240.
    2. Sasidharan, Subash & Jijo Lukose, P.J. & Komera, Surenderrao, 2015. "Financing constraints and investments in R&D: Evidence from Indian manufacturing firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 55(C), pages 28-39.
    3. Brown, James R. & Martinsson, Gustav & Petersen, Bruce C., 2012. "Do financing constraints matter for R&D?," European Economic Review, Elsevier, vol. 56(8), pages 1512-1529.
    4. Hall, Bronwyn H. & Lerner, Josh, 2010. "The Financing of R&D and Innovation," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 609-639, Elsevier.
    5. Milani, Sahar & Neumann, Rebecca, 2022. "R&D, patents, and financing constraints of the top global innovative firms," Journal of Economic Behavior & Organization, Elsevier, vol. 196(C), pages 546-567.
    6. Borisova, Ginka & Brown, James R., 2013. "R&D sensitivity to asset sale proceeds: New evidence on financing constraints and intangible investment," Journal of Banking & Finance, Elsevier, vol. 37(1), pages 159-173.
    7. Muhammad Kaleem Khan & Ahmad Kaleem & Salman Zulfiqar & Umair Akram, 2019. "Innovation Investment: Behaviour Of Chinese Firms Towards Financing Sources," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 23(07), pages 1-29, October.
    8. Nie, Huihua & Jiang, Ting & Yang, Rudai, 2012. "A Review and Reflection on the Use and Abuse of Chinese Industrial Enterprises Database," MPRA Paper 50945, University Library of Munich, Germany.
    9. Martinsson, Gustav, 2009. "Finance and R&D Investments - is there a debt overhang effect on R&D investments?," Working Paper Series in Economics and Institutions of Innovation 174, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    10. Michele Cincera & Julien Ravet & Reinhilde Veugelers, 2014. "R&D Financing Constraints of Young and Old Innovation Leaders in the EU and the US," Working Papers TIMES² 2014-008, ULB -- Universite Libre de Bruxelles.
    11. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    12. Hanna Hottenrott & Bettina Peters, 2012. "Innovative Capability and Financing Constraints for Innovation: More Money, More Innovation?," The Review of Economics and Statistics, MIT Press, vol. 94(4), pages 1126-1142, November.
    13. Silva Filipe & Carreira Carlos, 2017. "Financial Constraints: Do They Matter to Allocate R&D Subsidies?," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 17(4), pages 1-26, October.
    14. Georgios Efthyvoulou & Priit Vahter, 2016. "Financial Constraints, Innovation Performance and Sectoral Disaggregation," Manchester School, University of Manchester, vol. 84(2), pages 125-158, March.
    15. Sasaki, Takafumi, 2016. "Financial cash flows and research and development investment," Pacific-Basin Finance Journal, Elsevier, vol. 39(C), pages 1-15.
    16. Giebel, Marek & Kraft, Kornelius, 2020. "R&D investment under financing constraints," ZEW Discussion Papers 20-018, ZEW - Leibniz Centre for European Economic Research.
    17. Ding, Sai & Kim, Minjoo & Zhang, Xiao, 2018. "Do firms care about investment opportunities? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 214-237.
    18. Hanna Hottenrott & Bronwyn H. Hall & Dirk Czarnitzki, 2016. "Patents as quality signals? The implications for financing constraints on R&D," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 25(3), pages 197-217, April.
    19. MORIKAWA Masayuki, 2012. "Financial Constraints in Intangible Investments: Evidence from Japanese firms," Discussion papers 12045, Research Institute of Economy, Trade and Industry (RIETI).
    20. Zeynep Kabukcuoglu, 2019. "The cyclical behavior of R&D investment during the Great Recession," Empirical Economics, Springer, vol. 56(1), pages 301-323, January.

    More about this item

    Keywords

    R&D; Cash flow; Financing constraints;
    All these keywords.

    JEL classification:

    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

    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:chieco:v:47:y:2018:i:c:p:77-95. 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/chieco .

    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.