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Does outward foreign direct investment increase debt ratio? Firm-level evidence from China

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  • Yang, Zhenbing
  • Chen, Zhuo
  • Shi, Qi
  • Yan, Bing

Abstract

Whether outward foreign direct investment (OFDI) will increase an enterprise's debt ratioremainstobeinvestigated. Using the firm-level data, this study explores the effect of OFDI on an enterprise's debt ratio by using a combination of the propensity score matching (PSM) and difference-in-differences (DID) strategies. Moreover, we investigate the influential mechanism and heterogeneous effects of OFDI on debt ratio.The results show thatthe technological innovation effect is offset by the investment substitution effect, leading to an overall nonsignificant impact on the debt ratio. However, the impact of OFDI on an enterprise's debt ratio demonstratesstrongheterogeneity in the developmental degree of investment destinations and in the investment modes. The impacts on debt ratio by brownfield investment andthe OFDI destined for less developed countries are not apparent.In comparison, the greenfield investment andthe OFDI destined for developed countries lead to anincreased debt ratio.

Suggested Citation

  • Yang, Zhenbing & Chen, Zhuo & Shi, Qi & Yan, Bing, 2021. "Does outward foreign direct investment increase debt ratio? Firm-level evidence from China," Structural Change and Economic Dynamics, Elsevier, vol. 57(C), pages 1-12.
  • Handle: RePEc:eee:streco:v:57:y:2021:i:c:p:1-12
    DOI: 10.1016/j.strueco.2021.01.004
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    as
    1. Piperopoulos, Panagiotis & Wu, Jie & Wang, Chengqi, 2018. "Outward FDI, location choices and innovation performance of emerging market enterprises," Research Policy, Elsevier, vol. 47(1), pages 232-240.
    2. Herzer, Dierk, 2008. "The long-run relationship between outward FDI and domestic output: Evidence from panel data," Economics Letters, Elsevier, vol. 100(1), pages 146-149, July.
    3. Epure, Mircea & Guasch, Martí, 2020. "Debt signaling and outside investors in early stage firms," Journal of Business Venturing, Elsevier, vol. 35(2).
    4. Cowling, Marc & Ughetto, Elisa & Lee, Neil, 2018. "The innovation debt penalty: Cost of debt, loan default, and the effects of a public loan guarantee on high-tech firms," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 166-176.
    5. Dai, Na & Ivanov, Vladimir & Cole, Rebel A., 2017. "Entrepreneurial optimism, credit availability, and cost of financing: Evidence from U.S. small businesses," Journal of Corporate Finance, Elsevier, vol. 44(C), pages 289-307.
    6. Debaere, Peter & Lee, Hongshik & Lee, Joonhyung, 2010. "It matters where you go: Outward foreign direct investment and multinational employment growth at home," Journal of Development Economics, Elsevier, vol. 91(2), pages 301-309, March.
    7. Li, Jian & Strange, Roger & Ning, Lutao & Sutherland, Dylan, 2016. "Outward foreign direct investment and domestic innovation performance: Evidence from China," International Business Review, Elsevier, vol. 25(5), pages 1010-1019.
    8. Yan, Bing & Zhang, Yu & Shen, Yanzhi & Han, Jian, 2018. "Productivity, financial constraints and outward foreign direct investment: Firm-level evidence," China Economic Review, Elsevier, vol. 47(C), pages 47-64.
    9. Wang, Hung-Jen & Ho, Chia-Wen, 2010. "Estimating fixed-effect panel stochastic frontier models by model transformation," Journal of Econometrics, Elsevier, vol. 157(2), pages 286-296, August.
    10. Huang, Youxing & Zhang, Yan, 2017. "How does outward foreign direct investment enhance firm productivity? A heterogeneous empirical analysis from Chinese manufacturing," China Economic Review, Elsevier, vol. 44(C), pages 1-15.
    11. Sudheer Chava & Vikram Nanda & Steven Chong Xiao, 2017. "Lending to Innovative Firms," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 6(2), pages 234-289.
    12. Jaya Prakash Pradhan & Neelam Singh, 2009. "Outward FDI and Knowledge Flows: A Study of the Indian Automotive Sector," Institutions and Economies (formerly known as International Journal of Institutions and Economies), Faculty of Economics and Administration, University of Malaya, vol. 1(1), pages 156-187, June.
    13. Qiusha Peng, 2019. "Financial Frictions, Entry and Growth: A Study of China," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 34, pages 267-282, October.
    14. Grey Gordon & Pablo Guerron-Quintana, 2018. "Dynamics of Investment, Debt, and Default," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 28, pages 71-95, April.
    15. Ma, Shuang & Gong, Yuexuan & Li, Ding, 2019. "Reform of the shareholding system for collective assets, residents' participation, and community debts risk," China Economic Review, Elsevier, vol. 58(C).
    16. Yang, Jiao-Hui & Wang, Wei & Wang, Kai-Li & Yeh, Chung-Ying, 2018. "Capital intensity, natural resources, and institutional risk preferences in Chinese Outward Foreign Direct Investment," International Review of Economics & Finance, Elsevier, vol. 55(C), pages 259-272.
    17. Yang, Zhenbing & Shao, Shuai & Yang, Lili & Miao, Zhuang, 2018. "Improvement pathway of energy consumption structure in China's industrial sector: From the perspective of directed technical change," Energy Economics, Elsevier, vol. 72(C), pages 166-176.
    18. Tian, Shaonan & Yu, Yan, 2017. "Financial ratios and bankruptcy predictions: An international evidence," International Review of Economics & Finance, Elsevier, vol. 51(C), pages 510-526.
    19. Stevens, Guy V. G. & Lipsey, Robert E., 1992. "Interactions between domestic and foreign investment," Journal of International Money and Finance, Elsevier, vol. 11(1), pages 40-62, February.
    20. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    21. Ziliang Deng & Jiayan Yan & Marc van Essen, 2018. "Heterogeneity of political connections and outward foreign direct investment," Post-Print hal-02312122, HAL.
    22. Bolton, Patrick & Chen, Hui & Wang, Neng, 2013. "Market timing, investment, and risk management," Journal of Financial Economics, Elsevier, vol. 109(1), pages 40-62.
    23. Mann, William, 2018. "Creditor rights and innovation: Evidence from patent collateral," Journal of Financial Economics, Elsevier, vol. 130(1), pages 25-47.
    24. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    25. Hao, Yu & Guo, Yunxia & Guo, Yitong & Wu, Haitao & Ren, Siyu, 2020. "Does outward foreign direct investment (OFDI) affect the home country’s environmental quality? The case of China," Structural Change and Economic Dynamics, Elsevier, vol. 52(C), pages 109-119.
    26. Mihir A. Desai & C. Fritz Foley & James R. Hines Jr., 2005. "Foreign Direct Investment and the Domestic Capital Stock," American Economic Review, American Economic Association, vol. 95(2), pages 33-38, May.
    27. Li, Linjie & Liu, Xiaming & Yuan, Dong & Yu, Miaojie, 2017. "Does outward FDI generate higher productivity for emerging economy MNEs? – Micro-level evidence from Chinese manufacturing firms," International Business Review, Elsevier, vol. 26(5), pages 839-854.
    28. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    29. Holz, Carsten A., 2002. "The impact of the liability-asset ratio on profitability in China's industrial state-owned enterprises," China Economic Review, Elsevier, vol. 13(1), pages 1-26.
    30. Yang, Zhenbing & Shao, Shuai & Li, Chengyu & Yang, Lili, 2020. "Alleviating the misallocation of R&D inputs in China's manufacturing sector: From the perspectives of factor-biased technological innovation and substitution elasticity," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    31. Cozza, C. & Rabellotti, R. & Sanfilippo, M., 2015. "The impact of outward FDI on the performance of Chinese firms," China Economic Review, Elsevier, vol. 36(C), pages 42-57.
    32. Liu, Wen-Hsien & Tsai, Pan-Long & Tsay, Ching-Lung, 2015. "Domestic impacts of outward FDI in Taiwan: Evidence from panel data of manufacturing firms," International Review of Economics & Finance, Elsevier, vol. 39(C), pages 469-484.
    33. Gebauer, Stefan & Setzer, Ralph & Westphal, Andreas, 2018. "Corporate debt and investment: A firm-level analysis for stressed euro area countries," Journal of International Money and Finance, Elsevier, vol. 86(C), pages 112-130.
    34. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    35. Gu, Lulu & Reed, W. Robert, 2016. "Does financing of Chinese mergers and acquisitions have “Chinese characteristics”?," Economics Letters, Elsevier, vol. 139(C), pages 11-14.
    36. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    37. Altuzarra, Amaia & Bustillo, Ricardo & Rodríguez, Carlos, 2018. "Much ado about nothing: No fear of becoming a multinational," International Business Review, Elsevier, vol. 27(1), pages 56-65.
    38. Subal Kumbhakar & M. Denny & M. Fuss, 2000. "Estimation and decomposition of productivity change when production is not efficient: a paneldata approach," Econometric Reviews, Taylor & Francis Journals, vol. 19(4), pages 312-320.
    39. ZHANG, Jiarui & HOU, Lei, 2014. "Financial structure, productivity, and risk of foreign direct investment," Journal of Comparative Economics, Elsevier, vol. 42(3), pages 652-669.
    40. Greenaway, David & Guariglia, Alessandra & Kneller, Richard, 2007. "Financial factors and exporting decisions," Journal of International Economics, Elsevier, vol. 73(2), pages 377-395, November.
    41. Shen, Jianfu & Firth, Michael & Poon, Winnie P.H., 2016. "Credit Expansion, Corporate Finance and Overinvestment: Recent Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 39(C), pages 16-27.
    42. Shuai Shao, Zhenbing Yang, Lili Yang, and Shuang Ma, 2019. "Can China's Energy Intensity Constraint Policy Promote Total Factor Energy Efficiency? Evidence from the Industrial Sector," The Energy Journal, International Association for Energy Economics, vol. 0(Number 4).
    43. Robert C. Feenstra & Zhiyuan Li & Miaojie Yu, 2014. "Exports and Credit Constraints under Incomplete Information: Theory and Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 96(4), pages 729-744, October.
    44. Song, Ma-Lin & Cao, Shao-Peng & Wang, Shu-Hong, 2019. "The impact of knowledge trade on sustainable development and environment-biased technical progress," Technological Forecasting and Social Change, Elsevier, vol. 144(C), pages 512-523.
    45. De Mooij, Ruud & Hebous, Shafik, 2018. "Curbing corporate debt bias: Do limitations to interest deductibility work?," Journal of Banking & Finance, Elsevier, vol. 96(C), pages 368-378.
    46. Shao, Shuai & Tian, Zhihua & Yang, Lili, 2017. "High speed rail and urban service industry agglomeration: Evidence from China's Yangtze River Delta region," Journal of Transport Geography, Elsevier, vol. 64(C), pages 174-183.
    47. Rojec, Matija & Damijan, Joze P., 2008. "Relocation via foreign direct investment from old to new EU member states: Scale and structural dimension of the process," Structural Change and Economic Dynamics, Elsevier, vol. 19(1), pages 53-65, March.
    48. Bruno Van Pottelsberghe De La Potterie & Frank Lichtenberg, 2001. "Does Foreign Direct Investment Transfer Technology Across Borders?," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 490-497, August.
    49. Mihir A. Desai & C. Fritz Foley & James R. Hines Jr., 2005. "Foreign Direct Investment and Domestic Economic Activity," NBER Working Papers 11717, National Bureau of Economic Research, Inc.
    50. Castellani, Davide & Mariotti, Ilaria & Piscitello, Lucia, 2008. "The impact of outward investments on parent company's employment and skill composition: Evidence from the Italian case," Structural Change and Economic Dynamics, Elsevier, vol. 19(1), pages 81-94, March.
    51. You, Kefei & Solomon, Offiong Helen, 2015. "China's outward foreign direct investment and domestic investment: An industrial level analysis," China Economic Review, Elsevier, vol. 34(C), pages 249-260.
    52. Minetti, Raoul & Peng, Tao, 2018. "Credit policies, macroeconomic stability and welfare: The case of China," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 35-52.
    53. Cumming, Douglas & Rui, Oliver & Wu, Yiping, 2016. "Political instability, access to private debt, and innovation investment in China," Emerging Markets Review, Elsevier, vol. 29(C), pages 68-81.
    54. Cole, Rebel A. & Sokolyk, Tatyana, 2018. "Debt financing, survival, and growth of start-up firms," Journal of Corporate Finance, Elsevier, vol. 50(C), pages 609-625.
    55. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    56. Mario Biggeri & Marco Sanfilippo, 2009. "Understanding China's move into Africa: an empirical analysis," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 7(1), pages 31-54.
    57. Deng, Ziliang & Yan, Jiayan & van Essen, Marc, 2018. "Heterogeneity of political connections and outward foreign direct investment," International Business Review, Elsevier, vol. 27(4), pages 893-903.
    58. Lu, Jiangyong & Tao, Zhigang & Yang, Zhi, 2010. "The costs and benefits of government control: Evidence from China's collectively-owned enterprises," China Economic Review, Elsevier, vol. 21(2), pages 282-292, June.
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