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Negative investment in China: financing constraints and restructuring versus growth

Author

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  • Ding, Sai
  • Guariglia, Alessandra
  • Knight, John
Abstract
This paper attempts to address a puzzle in China’s investment pattern: despite high aggregate investment and remarkable economic growth, negative net investment is commonly found at the microeconomic level. Using a large firm-level dataset, we test three hypotheses to explain the existence and extent of negative investment in each ownership group: what we term the efficiency (or restructuring) hypothesis, the (lack of) financing hypothesis, and the (slow) growth hypothesis. Our panel data probit estimations shows that negative investment by state-owned firms can be explained mainly by inefficiency: owing to over-investment or mis-investment in the past, these firms have had to restructure and to get rid of obsolete capital in the face of increasing competition and hardening budgets. The financing explanation holds for private firms, which have had to divest in order to raise capital. However, rapid economic growth weighs against both effects in all types of firms, with a larger impact for firms in the private and foreign sectors. A tobit model, estimated to examine the determinants of the amount of negative investment, yields similar conclusions.

Suggested Citation

  • Ding, Sai & Guariglia, Alessandra & Knight, John, 2010. "Negative investment in China: financing constraints and restructuring versus growth," SIRE Discussion Papers 2010-108, Scottish Institute for Research in Economics (SIRE).
  • Handle: RePEc:edn:sirdps:238
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    1. 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.
    2. David Dollar & Shang-Jin Wei, 2007. "Das (Wasted) Kapital: Firm Ownership and Investment Efficiency in China," IMF Working Papers 2007/009, International Monetary Fund.
    3. 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.
    4. 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.
    5. Wendy Carlin & Steven Fries & Mark Schaffer & Paul Seabright, 2001. "Competition and Enterprise Performance in Transition Economies from a Cross-Country Survey," CERT Discussion Papers 0101, Centre for Economic Reform and Transformation, Heriot Watt University.
    6. Shleifer, Andrei & Vishny, Robert W, 1992. "Liquidation Values and Debt Capacity: A Market Equilibrium Approach," Journal of Finance, American Finance Association, vol. 47(4), pages 1343-1366, September.
    7. Knight, John & Ding, Sai, 2012. "China's Remarkable Economic Growth," OUP Catalogue, Oxford University Press, number 9780199698691.
    8. Stephen Bond & Julie Ann Elston & Jacques Mairesse & Benoît Mulkay, 2003. "Financial Factors and Investment in Belgium, France, Germany, and the United Kingdom: A Comparison Using Company Panel Data," The Review of Economics and Statistics, MIT Press, vol. 85(1), pages 153-165, February.
    9. Lang, Larry & Poulsen, Annette & Stulz, Rene, 1995. "Asset sales, firm performance, and the agency costs of managerial discretion," Journal of Financial Economics, Elsevier, vol. 37(1), pages 3-37, January.
    10. Albert Park & Dean Yang & Xinzheng Shi & Yuan Jiang, 2010. "Exporting and Firm Performance: Chinese Exporters and the Asian Financial Crisis," The Review of Economics and Statistics, MIT Press, vol. 92(4), pages 822-842, November.
    11. Firth, Michael & Lin, Chen & Wong, Sonia M.L., 2008. "Leverage and investment under a state-owned bank lending environment: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 14(5), pages 642-653, December.
    12. Hovakimian, Gayane & Titman, Sheridan, 2006. "Corporate Investment with Financial Constraints: Sensitivity of Investment to Funds from Voluntary Asset Sales," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(2), pages 357-374, March.
    13. repec:cup:jfinqa:v:46:y:2011:i:06:p:1831-1863_00 is not listed on IDEAS
    14. 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.
    15. Stulz, ReneM., 1990. "Managerial discretion and optimal financing policies," Journal of Financial Economics, Elsevier, vol. 26(1), pages 3-27, July.
    16. Steven M. Fazzari & R. Glenn Hubbard & Bruce C. Petersen, 2000. "Investment-Cash Flow Sensitivities are Useful: A Comment on Kaplan and Zingales," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 115(2), pages 695-705.
    17. Warusawitharana, Missaka, 2008. "Corporate asset purchases and sales: Theory and evidence," Journal of Financial Economics, Elsevier, vol. 87(2), pages 471-497, February.
    18. Kalina Manova & Shang-Jin Wei & Zhiwei Zhang, 2015. "Firm Exports and Multinational Activity Under Credit Constraints," The Review of Economics and Statistics, MIT Press, vol. 97(3), pages 574-588, July.
    19. 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.
    20. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    21. 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.
    22. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    23. Carpenter, Robert E. & Guariglia, Alessandra, 2008. "Cash flow, investment, and investment opportunities: New tests using UK panel data," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1894-1906, September.
    24. Gayané Hovakimian, 2009. "Determinants of Investment Cash Flow Sensitivity," Financial Management, Financial Management Association International, vol. 38(1), pages 161-183, March.
    25. 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.
    26. Ding, Sai & Knight, John, 2009. "Can the augmented Solow model explain China's remarkable economic growth? A cross-country panel data analysis," Journal of Comparative Economics, Elsevier, vol. 37(3), pages 432-452, September.
    27. John Knight & Sai Ding, 2010. "Why Does China Invest So Much?," Asian Economic Papers, MIT Press, vol. 9(3), pages 87-117, Fall.
    28. repec:bla:etrans:v:15:y:2007:i::p:433-460 is not listed on IDEAS
    29. Bond, Stephen & Van Reenen, John, 2007. "Microeconometric Models of Investment and Employment," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 65, Elsevier.
    30. Sang V Nguyen & Robert H Mcguckin, 1993. "On Productivity and Plant Ownership Change: New Evidence From the LRD," Working Papers 93-15, Center for Economic Studies, U.S. Census Bureau.
    31. 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.
    32. John, Kose & Ofek, Eli, 1995. "Asset sales and increase in focus," Journal of Financial Economics, Elsevier, vol. 37(1), pages 105-126, January.
    33. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    34. Guariglia, Alessandra, 2008. "Internal financial constraints, external financial constraints, and investment choice: Evidence from a panel of UK firms," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1795-1809, September.
    35. 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.
    36. Liu, Qiao & Siu, Alan, 2011. "Institutions and Corporate Investment: Evidence from Investment-Implied Return on Capital in China," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 46(6), pages 1831-1863, December.
    37. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    38. Duchin, Ran & Ozbas, Oguzhan & Sensoy, Berk A., 2010. "Costly external finance, corporate investment, and the subprime mortgage credit crisis," Journal of Financial Economics, Elsevier, vol. 97(3), pages 418-435, September.
    39. Wei, Zuobao & Xie, Feixue & Zhang, Shaorong, 2005. "Ownership Structure and Firm Value in China's Privatized Firms: 1991–2001," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 40(1), pages 87-108, March.
    40. Sean Dougherty & Richard Herd, 2005. "Fast-Falling Barriers and Growing Concentration: The Emergence of a Private Economy in China," OECD Economics Department Working Papers 471, OECD Publishing.
    41. Guariglia, Alessandra & Poncet, Sandra, 2008. "Could financial distortions be no impediment to economic growth after all? Evidence from China," Journal of Comparative Economics, Elsevier, vol. 36(4), pages 633-657, December.
    42. Armen Hovakimian & Gayané Hovakimian, 2009. "Cash Flow Sensitivity of Investment," European Financial Management, European Financial Management Association, vol. 15(1), pages 47-65, January.
    43. Robert H. McGuckin & Sang V. Nguyen, 1995. "On Productivity and Plant Ownership Change: New Evidence from the Longitudinal Research Database," RAND Journal of Economics, The RAND Corporation, vol. 26(2), pages 257-276, Summer.
    44. 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.
    45. James Riedel & Jing Jin & Jian Gao, 2007. "Overview of Economic Reforms and Outcomes, from How China Grows: Investment, Finance, and Reform," Introductory Chapters, in: How China Grows: Investment, Finance, and Reform, Princeton University Press.
    46. Myers, Stewart C., 1984. "Capital structure puzzle," Working papers 1548-84., Massachusetts Institute of Technology (MIT), Sloan School of Management.
    47. Carlin, Wendy & Fries, Steven & Schaffer, Mark & Seabright, Paul, 2001. "Competition and Enterprise Performance in Transition Economies: Evidence from a Cross-country Survey," CEPR Discussion Papers 2840, C.E.P.R. Discussion Papers.
    48. G. Carlier & L. Renou, 2006. "Debt contracts with ex-ante and ex-post asymmetric information: an example," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 28(2), pages 461-473, June.
    49. Magnus Blomström & Robert E. Lipsey & Mario Zejan, 1996. "Is Fixed Investment the Key to Economic Growth?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 269-276.
    50. Ravallion, Martin & Chen, Shaohua, 2007. "China's (uneven) progress against poverty," Journal of Development Economics, Elsevier, vol. 82(1), pages 1-42, January.
    51. Hite, Gailen L. & Owers, James E. & Rogers, Ronald C., 1987. "The market for interfirm asset sales : Partial sell-offs and total liquidations," Journal of Financial Economics, Elsevier, vol. 18(2), pages 229-252, June.
    52. Myers, Stewart C, 1984. "The Capital Structure Puzzle," Journal of Finance, American Finance Association, vol. 39(3), pages 575-592, July.
    53. Barry Naughton, 2007. "The Chinese Economy: Transitions and Growth," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262640643, April.
    54. 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.
    55. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    56. Schlingemann, Frederik P. & Stulz, Rene M. & Walkling, Ralph A., 2002. "Divestitures and the liquidity of the market for corporate assets," Journal of Financial Economics, Elsevier, vol. 64(1), pages 117-144, April.
    57. 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.
    58. Stewart C. Myers, 1984. "Capital Structure Puzzle," NBER Working Papers 1393, National Bureau of Economic Research, Inc.
    59. repec:dau:papers:123456789/7447 is not listed on IDEAS
    60. Wette, Hildegard C, 1983. "Collateral in Credit Rationing in Markets with Imperfect Information: Note," American Economic Review, American Economic Association, vol. 73(3), pages 442-445, June.
    61. Alexander, Gordon J & Benson, P George & Kampmeyer, Joan M, 1984. "Investigating the Valuation Effects of Announcements of Voluntary Corporate Selloffs," Journal of Finance, American Finance Association, vol. 39(2), pages 503-517, June.
    62. Chow, Clement Kong-Wing & Fung, Michael Ka Yiu, 2000. "Small businesses and liquidity constraints in financing business investment: Evidence from shanghai's manufacturing sector," Journal of Business Venturing, Elsevier, vol. 15(4), pages 363-383, July.
    63. Abdul-Magid Gadad & Hardy Thomas, 2004. "Do asset sales lead to improvements in operating performance?," Applied Economics, Taylor & Francis Journals, vol. 36(8), pages 865-871.
    64. 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.
    65. Berger, Philip G. & Ofek, Eli, 1995. "Diversification's effect on firm value," Journal of Financial Economics, Elsevier, vol. 37(1), pages 39-65, January.
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    3. Natasha Agarwal & Chris Milner & Alejandro Riaño, 2011. "Credit Constraints and FDI Spillovers in China," Discussion Papers 11/21, University of Nottingham, GEP.
    4. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    5. Aron Berg & Pehr-Johan Norbäck & Lars Persson, 2017. "Cross-border mergers & acquisitions with financially constrained owners," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(3), pages 433-456, August.
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    7. Sai Ding & Puyang Sun & Wei Jiang, 2016. "The Effect of Import Competition on Firm Productivity and Innovation: Does the Distance to Technology Frontier Matter?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 78(2), pages 197-227, April.
    8. Minjia Chen & Alessandra Guariglia, 2011. "Financial constraints and firm productivity in China: do liquidity and export behavior make a difference?," Discussion Papers 11/09, University of Nottingham, GEP.
    9. Vorada Limjaroenrat, 2016. "Firm-level Perspective of Thailand's Low Investment Puzzle," PIER Discussion Papers 42., Puey Ungphakorn Institute for Economic Research, revised Aug 2016.
    10. repec:dau:papers:123456789/13772 is not listed on IDEAS
    11. Yang, Junhong & Wu, Yu & Huang, Bihong, 2023. "Digital finance and financial literacy: Evidence from Chinese households," Journal of Banking & Finance, Elsevier, vol. 156(C).
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    More about this item

    Keywords

    Negative investment; Divestment; Industrial restructuring; Financial constraints; Economic transition; China;
    All these keywords.

    JEL classification:

    • G3 - Financial Economics - - Corporate Finance and Governance
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

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