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External technology dependence and manufacturing TFP: Evidence from China

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  • Zhang, Cheng
  • Yao, Yangyang
  • Zhou, Han

Abstract

It remains an open question whether the reduction of external technology dependence (ETD) on foreign countries can improve the total factor productivity (TFP) of China's manufacturing industry. This paper uses the data of China's manufacturing industry from 2000 to 2016, to study the impact of ETD on TFP. Empirical results show that a 1% decrease in ETD could induce a 1% increase in TFP. As the TFP gap between China and the frontier countries shrinks, the indigenous innovation gains increasing importance. One can find that the effect of ETD on TFP in technology-intensive industries is stronger than that of other industries. Moreover, this study finds that the influence of ETD on TFP shows a significant threshold effect. Further, this paper uses the ratio of patents granted to represent the innovation capacity, and verifies its moderating role in the effect of ETD on TFP.

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  • Zhang, Cheng & Yao, Yangyang & Zhou, Han, 2023. "External technology dependence and manufacturing TFP: Evidence from China," Research in International Business and Finance, Elsevier, vol. 64(C).
    • Handle: RePEc:eee:riibaf:v:64:y:2023:i:c:s0275531923000119
    DOI: 10.1016/j.ribaf.2023.101885
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    1. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    2. Dai, Xiaoyong & Zhao, Zhiqi, 2021. "Can exporting resolve overcapacity? Evidence from Chinese steel companies," Economic Modelling, Elsevier, vol. 102(C).
    3. Madsen, Jakob B. & Saxena, Shishir & Ang, James B., 2010. "The Indian growth miracle and endogenous growth," Journal of Development Economics, Elsevier, vol. 93(1), pages 37-48, September.
    4. Jakob B. Madsen & Md. Rabiul Islam & James B. Ang, 2010. "Catching up to the technology frontier: the dichotomy between innovation and imitation," Canadian Journal of Economics, Canadian Economics Association, vol. 43(4), pages 1389-1411, November.
    5. Tientao, A. & Legros, D. & Pichery, M.C., 2016. "Technology spillover and TFP growth: A spatial Durbin model," International Economics, Elsevier, vol. 145(C), pages 21-31.
    6. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2008. "A Retrospective Look at the U.S. Productivity Growth Resurgence," Journal of Economic Perspectives, American Economic Association, vol. 22(1), pages 3-24, Winter.
    7. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    8. Feng, Wei & Li, Jiajia, 2021. "International technology spillovers and innovation quality: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 289-308.
    9. Tehmina S. Khan, 2006. "Productivity Growth, Technological Convergence, RandD, Trade, and Labor Markets: Evidence From the French Manufacturing Sector," IMF Working Papers 2006/230, International Monetary Fund.
    10. Rada, Nicholas E., 2013. "ASSESSING BRAZIL’s CERRADO AGRICULTURAL MIRACLE: AN UPDATE," Revista de Economia e Agronegócio / Brazilian Review of Economics and Agribusiness, Federal University of Vicosa, Department of Agricultural Economics, vol. 11(1), pages 1-38.
    11. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    12. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    13. Madsen, Jakob B., 2007. "Technology spillover through trade and TFP convergence: 135 years of evidence for the OECD countries," Journal of International Economics, Elsevier, vol. 72(2), pages 464-480, July.
    14. Chen, Hao, 2022. "Industrial production evaluation with the consideration of technology accumulation," Structural Change and Economic Dynamics, Elsevier, vol. 62(C), pages 72-84.
    15. Jiang, Yufan & Wang, Hongyan & Liu, Zuankuo, 2021. "The impact of the free trade zone on green total factor productivity ——evidence from the shanghai pilot free trade zone," Energy Policy, Elsevier, vol. 148(PB).
    16. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    17. Huang, Junbing & Xiang, Shiqi & Wang, Yajun & Chen, Xiang, 2021. "Energy-saving R&D and carbon intensity in China," Energy Economics, Elsevier, vol. 98(C).
    18. Frank, Alejandro Germán & Cortimiglia, Marcelo Nogueira & Ribeiro, José Luis Duarte & Oliveira, Lindomar Subtil de, 2016. "The effect of innovation activities on innovation outputs in the Brazilian industry: Market-orientation vs. technology-acquisition strategies," Research Policy, Elsevier, vol. 45(3), pages 577-592.
    19. Guojun He & Shaoda Wang & Bing Zhang, 2020. "Watering Down Environmental Regulation in China," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(4), pages 2135-2185.
    20. Basant, Rakesh & Fikkert, Brian, 1996. "The Effects of R&D, Foreign Technology Purchase, and Domestic and International Spillovers on Productivity in Indian Firms," The Review of Economics and Statistics, MIT Press, vol. 78(2), pages 187-199, May.
    21. Kadri Männasoo & Peeter Maripuu & Aaro Hazak, 2018. "Investments, Credit, and Corporate Financial Distress: Evidence from Central and Eastern Europe," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(3), pages 677-689, February.
    22. Marcel P. Timmer & Erik Dietzenbacher & Bart Los & Robert Stehrer & Gaaitzen J. Vries, 2015. "An Illustrated User Guide to the World Input–Output Database: the Case of Global Automotive Production," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 575-605, August.
    23. Wang, Shuxun & Wu, Kai & Lai, Seiwai, 2022. "Acquisition for innovations? M&A intensity and intra-firm innovation reallocations," Research in International Business and Finance, Elsevier, vol. 62(C).
    24. Engelbrecht, Hans-Jurgen, 1997. "International R&D spillovers, human capital and productivity in OECD economies: An empirical investigation," European Economic Review, Elsevier, vol. 41(8), pages 1479-1488, August.
    25. Aggarwal, Aradhna, 2000. "Deregulation, technology imports and in-house R&D efforts: an analysis of the Indian experience," Research Policy, Elsevier, vol. 29(9), pages 1081-1093, December.
    26. Ioannis Bournakis, 2012. "Sources of TFP growth in a framework of convergence-evidence from Greece," International Review of Applied Economics, Taylor & Francis Journals, vol. 26(1), pages 47-72, January.
    27. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    28. Madsen, Jakob B., 2010. "The anatomy of growth in the OECD since 1870," Journal of Monetary Economics, Elsevier, vol. 57(6), pages 753-767, September.
    29. Hu, Cui & Tan, Yong, 2016. "Product differentiation, export participation and productivity growth: Evidence from Chinese manufacturing firms," China Economic Review, Elsevier, vol. 41(C), pages 234-252.
    30. Yang, Gaoju & Huang, Xianhai & Huang, Jiahui & Chen, Hangyu, 2020. "Assessment of the effects of infrastructure investment under the belt and road initiative," China Economic Review, Elsevier, vol. 60(C).
    31. Bernard, Andrew B & Jones, Charles I, 1996. "Comparing Apples to Oranges: Productivity Convergence and Measurement across Industries and Countries," American Economic Review, American Economic Association, vol. 86(5), pages 1216-1238, December.
    32. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    33. Aligui Tientao & Diego Legros & Marie Claude Pichery, 2016. "Technology spillover and TFP growth: A spatial Durbin model," International Economics, CEPII research center, issue 145, pages 21-31.
    34. WANG, Yang & Liu, Dinghan & Sui, Xiuping & Li, Fengchun, 2022. "Does logistics efficiency matter? Evidence from green economic efficiency side," Research in International Business and Finance, Elsevier, vol. 61(C).
    35. Cantore, Nicola & Clara, Michele & Lavopa, Alejandro & Soare, Camelia, 2017. "Manufacturing as an engine of growth: Which is the best fuel?," Structural Change and Economic Dynamics, Elsevier, vol. 42(C), pages 56-66.
    36. Page, John Jr., 1984. "Firm size and technical efficiency : Applications of production frontiers to Indian survey data," Journal of Development Economics, Elsevier, vol. 16(1-2), pages 129-152.
    37. Goedhuys, Micheline & Veugelers, Reinhilde, 2012. "Innovation strategies, process and product innovations and growth: Firm-level evidence from Brazil," Structural Change and Economic Dynamics, Elsevier, vol. 23(4), pages 516-529.
    38. Lucas, Robert Jr., 1988. "On the mechanics of economic development," Journal of Monetary Economics, Elsevier, vol. 22(1), pages 3-42, July.
    39. Dirk Frantzen, 1998. "R&D efforts, international technology spillovers and the evolution of productivity in industrial countries," Applied Economics, Taylor & Francis Journals, vol. 30(11), pages 1459-1469.
    40. Bandyopadhyay, Debasis & King, Ian & Tang, Xueli, 2019. "Human capital misallocation, redistributive policies, and TFP," Journal of Macroeconomics, Elsevier, vol. 60(C), pages 309-324.
    41. Dahlander, Linus & Gann, David M., 2010. "How open is innovation?," Research Policy, Elsevier, vol. 39(6), pages 699-709, July.
    42. Coe, David T. & Helpman, Elhanan & Hoffmaister, Alexander W., 2009. "International R&D spillovers and institutions," European Economic Review, Elsevier, vol. 53(7), pages 723-741, October.
    43. Guofu Tan & Justin Yifu Lin, 1999. "Policy Burdens, Accountability, and the Soft Budget Constraint," American Economic Review, American Economic Association, vol. 89(2), pages 426-431, May.
    44. Dani Rodrik, 2016. "Premature deindustrialization," Journal of Economic Growth, Springer, vol. 21(1), pages 1-33, March.
    45. Boeing, Philipp & Mueller, Elisabeth & Sandner, Philipp, 2016. "China's R&D explosion—Analyzing productivity effects across ownership types and over time," Research Policy, Elsevier, vol. 45(1), pages 159-176.
    46. Badri Narayan Rath & Bhushan Praveen Jangam, 2020. "Is There Any Linkage between Sectoral Capital-labour Ratios, Total Factor Productivity, and Wages?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(15), pages 3662-3677, December.
    47. Tsionas, Mike G. & Mallick, Sushanta K., 2019. "A Bayesian semiparametric approach to stochastic frontiers and productivity," European Journal of Operational Research, Elsevier, vol. 274(1), pages 391-402.
    48. Ashish Arora & Sharon Belenzon & Lia Sheer, 2021. "Knowledge Spillovers and Corporate Investment in Scientific Research," American Economic Review, American Economic Association, vol. 111(3), pages 871-898, March.
    49. Scherngell, Thomas & Borowiecki, Martin & Hu, Yuanjia, 2014. "Effects of knowledge capital on total factor productivity in China: A spatial econometric perspective," China Economic Review, Elsevier, vol. 29(C), pages 82-94.
    50. Benhabib, Jess & Spiegel, Mark M., 1994. "The role of human capital in economic development evidence from aggregate cross-country data," Journal of Monetary Economics, Elsevier, vol. 34(2), pages 143-173, October.
    51. Bournakis, Ioannis & Mallick, Sushanta, 2018. "TFP estimation at firm level: The fiscal aspect of productivity convergence in the UK," Economic Modelling, Elsevier, vol. 70(C), pages 579-590.
    52. Bengoa, Marta & Román, Valeriano Martínez-San & Pérez, Patricio, 2017. "Do R&D activities matter for productivity? A regional spatial approach assessing the role of human and social capital," Economic Modelling, Elsevier, vol. 60(C), pages 448-461.
    53. Ullah, Barkat, 2022. "The impact of quality certification on SME innovation and the role of institutions," Research in International Business and Finance, Elsevier, vol. 62(C).
    54. Zhong, Wei & Yuan, Wei & Li, Susan X. & Huang, Zhimin, 2011. "The performance evaluation of regional R&D investments in China: An application of DEA based on the first official China economic census data," Omega, Elsevier, vol. 39(4), pages 447-455, August.
    55. Zhu, Jun & Xu, Haokun & Zhang, Yue, 2022. "Local government debt and firm productivity: Evidence from China," Research in International Business and Finance, Elsevier, vol. 63(C).
    56. Lai, Mingyong & Peng, Shuijun & BAO, Qun, 2006. "Technology spillovers, absorptive capacity and economic growth," China Economic Review, Elsevier, vol. 17(3), pages 300-320.
    57. Rada, Nicholas, 2013. "Assessing Brazil’s Cerrado agricultural miracle," Food Policy, Elsevier, vol. 38(C), pages 146-155.
    58. Hu, Xiaotian & Yin, Xiaopeng, 2022. "Do stronger intellectual property rights protections raise productivity within the context of trade liberalization? Evidence from China," Economic Modelling, Elsevier, vol. 110(C).
    59. Deng, Haiyan & Hu, Ruifa & Pray, Carl & Jin, Yanhong, 2019. "Impact of government policies on private R&D investment in agricultural biotechnology: Evidence from chemical and pesticide firms in China," Technological Forecasting and Social Change, Elsevier, vol. 147(C), pages 208-215.
    60. Lee, Jong-Wha, 1996. "Government Interventions and Productivity Growth," Journal of Economic Growth, Springer, vol. 1(3), pages 391-414, September.
    61. Liu, Xiaohui & Buck, Trevor, 2007. "Innovation performance and channels for international technology spillovers: Evidence from Chinese high-tech industries," Research Policy, Elsevier, vol. 36(3), pages 355-366, April.
    62. Costa, Ionara & de Queiroz, Sergio Robles Reis, 2002. "Foreign direct investment and technological capabilities in Brazilian industry," Research Policy, Elsevier, vol. 31(8-9), pages 1431-1443, December.
    63. Schoenmakers, Wilfred & Duysters, Geert, 2010. "The technological origins of radical inventions," Research Policy, Elsevier, vol. 39(8), pages 1051-1059, October.
    64. Li, Chengchun & Tanna, Sailesh, 2019. "The impact of foreign direct investment on productivity: New evidence for developing countries," Economic Modelling, Elsevier, vol. 80(C), pages 453-466.
    65. Anon Higon, Dolores, 2007. "The impact of R&D spillovers on UK manufacturing TFP: A dynamic panel approach," Research Policy, Elsevier, vol. 36(7), pages 964-979, September.
    66. Li, Xing & Guo, Yue & Hou, Jiani & Liu, Jun, 2021. "Human Capital Allocation and Enterprise Innovation Performance: An Example of China's Knowledge-Intensive Service Industry," Research in International Business and Finance, Elsevier, vol. 58(C).
    67. Haraguchi, Nobuya & Cheng, Charles Fang Chin & Smeets, Eveline, 2017. "The Importance of Manufacturing in Economic Development: Has This Changed?," World Development, Elsevier, vol. 93(C), pages 293-315.
    68. Herzer, Dierk, 2022. "The impact of domestic and foreign R&D on TFP in developing countries," World Development, Elsevier, vol. 151(C).
    69. Jon P. Rezek & Randall C. Campbell & Kevin E. Rogers, 2011. "Assessing Total Factor Productivity Growth in Sub‐Saharan African Agriculture," Journal of Agricultural Economics, Wiley Blackwell, vol. 62(2), pages 357-374, June.
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    More about this item

    Keywords

    External technology dependence; Total factor productivity gap; Industry heterogeneity; Human capital; Innovation capacity;
    All these keywords.

    JEL classification:

    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • L60 - Industrial Organization - - Industry Studies: Manufacturing - - - General

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