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How Heterogeneous Are the Determinants of Total Factor Productivity in Manufacturing Sectors? Panel-Data Evidence from Vietnam

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  • Quang-Thanh Ngo

    (Center for Economic and Financial Research (CEFR), University of Economics and Law (UEL), Ho Chi Minh City 71309, Vietnam
    University of Economics and Law (UEL), Vietnam National University Ho Chi Minh City (VNU-HCM), Ho Chi Minh City 71309, Vietnam)

  • Quang-Van Tran

    (Center for Economic and Financial Research (CEFR), University of Economics and Law (UEL), Ho Chi Minh City 71309, Vietnam
    University of Economics and Law (UEL), Vietnam National University Ho Chi Minh City (VNU-HCM), Ho Chi Minh City 71309, Vietnam)

  • Tien-Dung Nguyen

    (University of Economics and Law (UEL), Vietnam National University Ho Chi Minh City (VNU-HCM), Ho Chi Minh City 71309, Vietnam
    Board of Rectors, University of Economics and Law (UEL), Ho Chi Minh City 71309, Vietnam)

  • Trung-Thanh Nguyen

    (School of Economics and Management, Leibniz University Hannover, 30167 Hannover, Germany
    Trinity College of Arts and Sciences, Duke University, Durham, NC 27708, USA)

Abstract

One of the remaining challenges in explaining differences in total factor productivity is heterogeneity between sectors and within a specific sector in terms of labor and capital. This paper employs the generalized method of moments (GMM) to identify factors that affect total factor productivity across 21 manufacturing sectors and to clarify the heterogeneous determinants of total factor productivity within manufacturing sectors for the period 2010–2015. Our estimations show that large firms have significantly greater total factor productivity levels than small firms in some fragmentations of firms in terms of both labor and total capital and in some manufacturing sectors. It is suggested that firm characteristics should be considered by the government in establishing relevant policies for enhancing firm productivity.

Suggested Citation

  • Quang-Thanh Ngo & Quang-Van Tran & Tien-Dung Nguyen & Trung-Thanh Nguyen, 2020. "How Heterogeneous Are the Determinants of Total Factor Productivity in Manufacturing Sectors? Panel-Data Evidence from Vietnam," Economies, MDPI, vol. 8(3), pages 1-25, July.
  • Handle: RePEc:gam:jecomi:v:8:y:2020:i:3:p:57-:d:381052
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    as
    1. Van Biesebroeck, Johannes, 2005. "Firm Size Matters: Growth and Productivity Growth in African Manufacturing," Economic Development and Cultural Change, University of Chicago Press, vol. 53(3), pages 545-583, April.
    2. Jiangyong Lu & Yi Lu & Yi Sun & Zhigang Tao, 2017. "Intermediaries, Firm Heterogeneity and Exporting Behaviour," The World Economy, Wiley Blackwell, vol. 40(7), pages 1381-1404, July.
    3. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    4. Nicholas Bloom & John Van Reenen, 2007. "Measuring and Explaining Management Practices Across Firms and Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1351-1408.
    5. 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.
    6. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    7. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    8. Pekka Ilmakunnas & Mika Maliranta & Jari Vainiomäki, 2004. "The Roles of Employer and Employee Characteristics for Plant Productivity," Journal of Productivity Analysis, Springer, vol. 21(3), pages 249-276, May.
    9. Carl Friedrich Kreuser & Carol Newman, 2018. "Total Factor Productivity in South African Manufacturing Firms," South African Journal of Economics, Economic Society of South Africa, vol. 86(S1), pages 40-78, January.
    10. Jovanovic, Boyan & Nyarko, Yaw, 1996. "Learning by Doing and the Choice of Technology," Econometrica, Econometric Society, vol. 64(6), pages 1299-1310, November.
    11. Ali, Merima & Peerlings, Jack, 2011. "Value Added of Cluster Membership for Micro Enterprises of the Handloom Sector in Ethiopia," World Development, Elsevier, vol. 39(3), pages 363-374, 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. Soderbom, Mans & Teal, Francis, 2004. "Size and efficiency in African manufacturing firms: evidence from firm-level panel data," Journal of Development Economics, Elsevier, vol. 73(1), pages 369-394, February.
    14. Mai Huong Giang & Tran Dang Xuan & Bui Huy Trung & Mai Thanh Que & Yuichiro Yoshida, 2018. "Impact of Investment Climate on Total Factor Productivity of Manufacturing Firms in Vietnam," Sustainability, MDPI, vol. 10(12), pages 1-18, December.
    15. Plutarchos Sakellaris & Daniel J. Wilson, 2004. "Quantifying Embodied Technological Change," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 7(1), pages 1-26, January.
    16. Davide Castellani & Giorgia Giovannetti, 2010. "Productivity and the international firm: dissecting heterogeneity," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 13(1), pages 25-42.
    17. Evans, Paul, 1998. "Using Panel Data to Evaluate Growth Theories," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 39(2), pages 295-306, May.
    18. Sangho Kim, 2018. "Firm heterogeneity in sources of total factor productivity growth for Japanese manufacturing firms," Applied Economics, Taylor & Francis Journals, vol. 50(58), pages 6301-6315, December.
    19. Benjamin Bridgman & Shi Qi & James A. Schmitz, 2009. "The economic performance of cartels: evidence from the New Deal U.S. sugar manufacturing cartel, 1934-74," Staff Report 437, Federal Reserve Bank of Minneapolis.
    20. Quang-Thanh Ngo & Canh Thi Nguyen, 2020. "Do export transitions differently affect firm productivity? Evidence across Vietnamese manufacturing sectors," Post-Communist Economies, Taylor & Francis Journals, vol. 32(8), pages 1011-1037, November.
    21. Pakes, Ariel & Ericson, Richard, 1998. "Empirical Implications of Alternative Models of Firm Dynamics," Journal of Economic Theory, Elsevier, vol. 79(1), pages 1-45, March.
    22. 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.
    23. Fernandes, Ana M., 2008. "Firm Productivity in Bangladesh Manufacturing Industries," World Development, Elsevier, vol. 36(10), pages 1725-1744, October.
    24. Kira R. Fabrizio & Nancy L. Rose & Catherine D. Wolfram, 2007. "Do Markets Reduce Costs? Assessing the Impact of Regulatory Restructuring on US Electric Generation Efficiency," American Economic Review, American Economic Association, vol. 97(4), pages 1250-1277, September.
    25. David Roodman, 2009. "How to do xtabond2: An introduction to difference and system GMM in Stata," Stata Journal, StataCorp LP, vol. 9(1), pages 86-136, March.
    26. Oliver E. Williamson, 1967. "Hierarchical Control and Optimum Firm Size," Journal of Political Economy, University of Chicago Press, vol. 75, pages 123-123.
    27. Michael J. Harper, 2007. "Technology and the Theory of Vintage Aggregation," NBER Chapters, in: Hard-to-Measure Goods and Services: Essays in Honor of Zvi Griliches, pages 99-120, National Bureau of Economic Research, Inc.
    28. Philippe Aghion & Peter Howitt, 2006. "Joseph Schumpeter Lecture Appropriate Growth Policy: A Unifying Framework," Journal of the European Economic Association, MIT Press, vol. 4(2-3), pages 269-314, 04-05.
    29. repec:hal:wpspec:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    30. Andrew B. Bernard & J. Bradford Jensen, 1999. "Exporting and Productivity," NBER Working Papers 7135, National Bureau of Economic Research, Inc.
    31. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-224, Winter.
    32. Rebecca Achee Thornton & Peter Thompson, 2001. "Learning from Experience and Learning from Others: An Exploration of Learning and Spillovers in Wartime Shipbuilding," American Economic Review, American Economic Association, vol. 91(5), pages 1350-1368, December.
    33. Chang Xu & Jianbing Guo & Baodong Cheng & Yu Liu, 2019. "Exports, Misallocation, and Total Factor Productivity of Furniture Enterprises," Sustainability, MDPI, vol. 11(18), pages 1-14, September.
    34. Andrew B. Bernard & Stephen J. Redding & Peter K. Schott, 2010. "Multiple-Product Firms and Product Switching," American Economic Review, American Economic Association, vol. 100(1), pages 70-97, March.
    35. Birger Wernerfelt, 1984. "A resource‐based view of the firm," Strategic Management Journal, Wiley Blackwell, vol. 5(2), pages 171-180, April.
    36. Pierre Mohnen & Bronwyn Hall, 2013. "Innovation and Productivity: An Update," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 3(1), pages 47-65, June.
    37. Ann Bartel & Casey Ichniowski & Kathryn Shaw, 2007. "How Does Information Technology Affect Productivity? Plant-Level Comparisons of Product Innovation, Process Improvement, and Worker Skills," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(4), pages 1721-1758.
    38. 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.
    39. R. I. D. Harris & Stephen Drinkwater, 2000. "UK Plant and Machinery Capital Stocks and Plant Closures," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(2), pages 243-265, May.
    40. Fulvio Castellacci, 2007. "Technological regimes and sectoral differences in productivity growth ," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(6), pages 1105-1145, December.
    41. Charles R. Hulten, 1992. "Growth Accounting When Technical Change is Embodied in Capital," NBER Working Papers 3971, National Bureau of Economic Research, Inc.
    42. Mai Huong Giang & Bui Huy Trung & Yuichiro Yoshida & Tran Dang Xuan & Mai Thanh Que, 2019. "The Causal Effect of Access to Finance on Productivity of Small and Medium Enterprises in Vietnam," Sustainability, MDPI, vol. 11(19), pages 1-19, October.
    43. Moosup Jung & Keun Lee, 2010. "Sectoral systems of innovation and productivity catch-up: determinants of the productivity gap between Korean and Japanese firms," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 19(4), pages 1037-1069, August.
    44. Dale W. Jorgenson & Mun S. Ho & Kevin J. Stiroh, 2005. "Productivity, Volume 3: Information Technology and the American Growth Resurgence," MIT Press Books, The MIT Press, edition 1, volume 3, number 0262101114, December.
    45. Malerba, Franco, 1992. "Learning by Firms and Incremental Technical Change," Economic Journal, Royal Economic Society, vol. 102(413), pages 845-859, July.
    46. J. David Brown & John S. Earle & Almos Telegdy, 2006. "The Productivity Effects of Privatization: Longitudinal Estimates from Hungary, Romania, Russia, and Ukraine," Journal of Political Economy, University of Chicago Press, vol. 114(1), pages 61-99, February.
    47. Martin, Philippe & Mayer, Thierry & Mayneris, Florian, 2011. "Spatial concentration and plant-level productivity in France," Journal of Urban Economics, Elsevier, vol. 69(2), pages 182-195, March.
    48. Tran, Viet T. & Nguyen, Trung Thanh & Tran, Nguyet T.M., 2019. "Gender difference in access to local finance and firm performance: Evidence from a panel survey in Vietnam," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 150-164.
    49. Richard Harris & John Moffat, 2015. "Plant-level determinants of total factor productivity in Great Britain, 1997–2008," Journal of Productivity Analysis, Springer, vol. 44(1), pages 1-20, August.
    50. John W. Kendrick, 1961. "Productivity Trends in the United States," NBER Books, National Bureau of Economic Research, Inc, number kend61-1, March.
    51. 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.
    52. Howitt, Peter & Aghion, Philippe, 2006. "Appropriate Growth Policy: A Unifying Framework," Scholarly Articles 4554121, Harvard University Department of Economics.
    53. Dhawan, Rajeev, 2001. "Firm size and productivity differential: theory and evidence from a panel of US firms," Journal of Economic Behavior & Organization, Elsevier, vol. 44(3), pages 269-293, March.
    54. Nichter, Simeon & Goldmark, Lara, 2009. "Small Firm Growth in Developing Countries," World Development, Elsevier, vol. 37(9), pages 1453-1464, September.
    55. Jovanovic, Boyan, 1982. "Selection and the Evolution of Industry," Econometrica, Econometric Society, vol. 50(3), pages 649-670, May.
    56. Bee Yan Aw & Mark J. Roberts & Daniel Yi Xu, 2008. "R&D Investments, Exporting, and the Evolution of Firm Productivity," American Economic Review, American Economic Association, vol. 98(2), pages 451-456, May.
    57. Eric Bartelsman & John Haltiwanger & Stefano Scarpetta, 2013. "Cross-Country Differences in Productivity: The Role of Allocation and Selection," American Economic Review, American Economic Association, vol. 103(1), pages 305-334, February.
    58. Head, Keith & Ries, John, 2003. "Heterogeneity and the FDI versus export decision of Japanese manufacturers," Journal of the Japanese and International Economies, Elsevier, vol. 17(4), pages 448-467, December.
    59. 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.
    60. Hulten, Charles R, 1992. "Growth Accounting When Technical Change Is Embodied in Capital," American Economic Review, American Economic Association, vol. 82(4), pages 964-980, September.
    61. Lizhan Cao & Zhongying Qi & Junxia Ren, 2017. "China’s Industrial Total-Factor Energy Productivity Growth at Sub-Industry Level: A Two-Step Stochastic Metafrontier Malmquist Index Approach," Sustainability, MDPI, vol. 9(8), pages 1-22, August.
    62. Silke J. Forbes & Mara Lederman, 2010. "Does vertical integration affect firm performance? Evidence from the airline industry," RAND Journal of Economics, RAND Corporation, vol. 41(4), pages 765-790, December.
    63. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    64. Kim, Soo-Il & Gopinath, Munisamy & Kim, Hanho, 2009. "High productivity before or after exports? An empirical analysis of Korean manufacturing firms," Journal of Asian Economics, Elsevier, vol. 20(4), pages 410-418, September.
    65. Micheline Goedhuys, 2007. "Learning, product innovation, and firm heterogeneity in developing countries; Evidence from Tanzania," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 16(2), pages 269-292, April.
    66. Johannes van Biesebroeck, 2003. "Productivity Dynamics with Technology Choice: An Application to Automobile Assembly," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(1), pages 167-198.
    67. Newman, Carol & Rand, John & Talbot, Theodore & Tarp, Finn, 2015. "Technology transfers, foreign investment and productivity spillovers," European Economic Review, Elsevier, vol. 76(C), pages 168-187.
    68. Harris, Richard I D & Drinkwater, Stephen, 2000. "UK Plant and Machinery Capital Stocks and Plant Closures," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 62(2), pages 243-265, May.
    69. J. David Brown & John S. Earle & Almos Telegdy, "undated". "The Productivity Effects of Privatization: Longitudnal Estimates for Hungary, romania, Russia, and Ukraine," Upjohn Working Papers jse20063, W.E. Upjohn Institute for Employment Research.
    70. repec:hal:spmain:info:hdl:2441/c8dmi8nm4pdjkuc9g8mc6ihim is not listed on IDEAS
    71. 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.
    72. Venturini, Francesco, 2015. "The modern drivers of productivity," Research Policy, Elsevier, vol. 44(2), pages 357-369.
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