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Measurement of total factor productivity: Evidence from French construction firms

Author

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  • Abdoulaye Kané
Abstract
This paper reviews eight (8) methods of calculating total factor productivity (TFP) in the "construction of residential and non-residential buildings" sector in France. These include fixed-effects estimators; instrumental variables and the generalized method of moments (Blundell and Bond, 1999); Olley and Pakes, 1996; Levinsohn and Petrin, 2003; Wooldridge, 2009; Ackerberg, Caves, and Frazer, 2015; the calibration method; and the data envelopment analysis (DEA) method. Then, using firm-level data from 2009 to 2018, we show that the market structure can be likened to an oligopoly situation and that capital intensity is also very low in this sector. Furthermore, the fixed-effects estimator provides the lowest capital coefficient and overestimates both the absolute value of the scale effect and the intermediate inputs coefficient. The highest capital coefficient is provided by the Wooldridge (2009) estimator. But there is little difference between the TFP measures, especially when semi-parametric methods are used. While the calibration of elasticities shows that the construction sector is labor intensive, the DEA method shows that on average only large firms are fully efficient. To our knowledge, the Ackerberg, Caves and Frazer method be a good estimator of TFP in the French construction sector. Finally, when comparing TFP levels, all estimation methods (fixed effects; Wooldridge, 2009; Olley and Pakes, 1996; Levinsohn and Petrin, 2003 and Ackerberg, Caves, and Frazer, 2015) are strongly positively correlated with each other (over 92%). However, the correlations between these methods and the non-parametric methods (DEA and calibration methods) are very low, even negative with the calibration method.

Suggested Citation

  • Abdoulaye Kané, 2022. "Measurement of total factor productivity: Evidence from French construction firms," EconomiX Working Papers 2022-9, University of Paris Nanterre, EconomiX.
    • Handle: RePEc:drm:wpaper:2022-9
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    1. Larson, David F. & Butzer, Rita & Mundlak, Yair & Crego, Al, 2000. "A Cross-Country Database for Sector Investment and Capital," The World Bank Economic Review, World Bank, vol. 14(2), pages 371-391, May.
    2. Cette, Gilbert & Corde, Simon & Lecat, Rémy, 2018. "Firm-level productivity dispersion and convergence," Economics Letters, Elsevier, vol. 166(C), pages 76-78.
    3. Mahmut Yasar & Rafal Raciborski & Brian Poi, 2008. "Production function estimation in Stata using the Olley and Pakes method," Stata Journal, StataCorp LP, vol. 8(2), pages 221-231, June.
    4. Van Biesebroeck, Johannes, 2008. "The Sensitivity of Productivity Estimates," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 311-328.
    5. Cette, Gilbert & Fernald, John & Mojon, Benoît, 2016. "The pre-Great Recession slowdown in productivity," European Economic Review, Elsevier, vol. 88(C), pages 3-20.
    6. Oh, Donghyun & Heshmati, Almas & Lööf, Hans, 2014. "Total factor productivity of Korean manufacturing industries: Comparison of competing models with firm-level data," Japan and the World Economy, Elsevier, vol. 30(C), pages 25-36.
    7. Salvador Navarro & David Rivers & Amit Gandhi, 2008. "Estimating Production Functions with Heterogeneous Firms," 2008 Meeting Papers 935, Society for Economic Dynamics.
    8. Fischer, Manfred M. & Scherngell, Thomas & Reismann, Martin, 2008. "Knowledge spillovers and total factor productivity. Evidence using a spatial panel data model," MPRA Paper 77762, University Library of Munich, Germany.
    9. Zvi Griliches & Jacques Mairesse, 1995. "Production Functions: The Search for Identification," NBER Working Papers 5067, National Bureau of Economic Research, Inc.
    10. Zvi Griliches, 1998. "Comparing Productivity Growth: An Exploration of French and U.S. Industrial and Firm Data," NBER Chapters, in: R&D and Productivity: The Econometric Evidence, pages 157-186, National Bureau of Economic Research, Inc.
    11. Amit Gandhi & Salvador Navarro & David Rivers, 2011. "On the Identification of Production Functions: How Heterogeneous is Productivity?," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 20119, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    12. Nehru, Vikram & Dhareshwar, Ashok & DEC, 1994. "New estimates of total factor productivity growth for developing and industrial countries," Policy Research Working Paper Series 1313, The World Bank.
    13. Murat Seker & Federica Saliola, 2018. "A cross-country analysis of total factor productivity using micro-level data," Central Bank Review, Research and Monetary Policy Department, Central Bank of the Republic of Turkey, vol. 18(1), pages 13-27.
    14. 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.
    15. Choonjoo Lee, 2011. "Malmquist Productivity Analysis using DEA frontier in Stata," CHI11 Stata Conference 21, Stata Users Group.
    16. Sabien Dobbelaere & Jacques Mairesse, 2013. "Panel data estimates of the production function and product and labor market imperfections," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(1), pages 1-46, January.
    17. Rachel Griffith & Elena Huergo & Jacques Mairesse & Bettina Peters, 2006. "Innovation and Productivity Across Four European Countries," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 22(4), pages 483-498, Winter.
    18. Robert Inklaar & Marcel P. Timmer & Bart van Ark, 2008. "Market services productivity across Europe and the US [‘Distance to Frontier, Selection, and Economic Growth’]," Economic Policy, CEPR, CESifo, Sciences Po;CES;MSH, vol. 23(53), pages 140-194.
    19. Lynde, Catherine & Richmond, J, 1993. "Public Capital and Total Factor Productivity," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 34(2), pages 401-414, May.
    20. Robert Inklaar & Marcel P. Timmer, 2014. "The Relative Price of Services," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 60(4), pages 727-746, December.
    21. Bergeaud, A. & Cette, G. & Lecat, R., 2015. "Productivity trends from 1890 to 2012 in advanced countries," Rue de la Banque, Banque de France, issue 07, June..
    22. 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.
    23. Yong-bae Ji & Choonjoo Lee, 2010. "Data envelopment analysis," Stata Journal, StataCorp LP, vol. 10(2), pages 267-280, June.
    24. Inklaar, Robert & Timmer, Marcel P., 2008. "GGDC Productivity Level Database: International Comparisons of Output, Inputs and Productivity at the Industry Level," GGDC Research Memorandum GD-104, Groningen Growth and Development Centre, University of Groningen.
    25. Miguel Manjón & Juan Mañez, 2016. "Production function estimation in Stata using the Ackerberg–Caves–Frazer method," Stata Journal, StataCorp LP, vol. 16(4), pages 1046-1059, December.
    26. 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.
    27. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    28. 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.
    29. Mao Zhi & Goh Bee Hua & Shou Qing Wang & George Ofori, 2003. "Total factor productivity growth accounting in the construction industry of Singapore," Construction Management and Economics, Taylor & Francis Journals, vol. 21(7), pages 707-718.
    30. Antonin Bergeaud & Gilbert Cette & Rémy Lecat, 2016. "Productivity Trends in Advanced Countries between 1890 and 2012," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 62(3), pages 420-444, September.
    31. Rajiv D. Banker & Ram Natarajan, 2008. "Evaluating Contextual Variables Affecting Productivity Using Data Envelopment Analysis," Operations Research, INFORMS, vol. 56(1), pages 48-58, February.
    32. Dietmar Harhoff, 1998. "R&D and Productivity in German Manufacturing Firms," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 6(1), pages 29-50.
    33. Timothy J. Coelli & D.S. Prasada Rao & Christopher J. O’Donnell & George E. Battese, 2005. "An Introduction to Efficiency and Productivity Analysis," Springer Books, Springer, edition 0, number 978-0-387-25895-9, December.
    34. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    35. Robert Inklaar & Marcel P. Timmer & Bart van Ark, 2008. "Data for Productivity Measurement in Market Services: An International Comparison," International Productivity Monitor, Centre for the Study of Living Standards, vol. 16, pages 72-81, Spring.
    36. James Levinsohn & Amil Petrin, 1999. "When Industries Become More Productive, Do Firms?," NBER Working Papers 6893, National Bureau of Economic Research, Inc.
    37. Ackerberg, Daniel & Lanier Benkard, C. & Berry, Steven & Pakes, Ariel, 2007. "Econometric Tools for Analyzing Market Outcomes," Handbook of Econometrics, in: J.J. Heckman & E.E. Leamer (ed.), Handbook of Econometrics, edition 1, volume 6, chapter 63, Elsevier.
    38. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    39. Levinsohn, J. & Petrin, A., 1999. "When Industries Become More Productive, Do Firms?: Investigating Productivity Dynamics," Working Papers 445, Research Seminar in International Economics, University of Michigan.
    40. Amit Gandhi & Salvador Navarro & David A. Rivers, 2020. "On the Identification of Gross Output Production Functions," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 2973-3016.
    41. T. K. Rymes, 1983. "More On The Measurement Of Total Factor Productivity," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 29(3), pages 297-316, September.
    42. John R Baldwin & Ron S Jarmin & Jianmin Tang, 2002. "The Trend to Smaller Producers in Manufacturing in Canada and the U.S," Working Papers 02-06, Center for Economic Studies, U.S. Census Bureau.
    43. Daniel Gonçalves & Ana Martins, 2016. "The Determinants of TFP Growth in the Portuguese Manufacturing Sector," GEE Papers 0062, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Nov 2016.
    44. Ilke Van Beveren, 2012. "Total Factor Productivity Estimation: A Practical Review," Journal of Economic Surveys, Wiley Blackwell, vol. 26(1), pages 98-128, February.
    45. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    46. repec:bla:scandj:v:98:y:1996:i:2:p:303-13 is not listed on IDEAS
    47. Boussofiane, A. & Dyson, R. G. & Thanassoulis, E., 1991. "Applied data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 52(1), pages 1-15, May.
    48. Amit Gandhi & Salvador Navarro & David Rivers, 2017. "How Heterogeneous is Productivity? A Comparison of Gross Output and Value Added," University of Western Ontario, Centre for Human Capital and Productivity (CHCP) Working Papers 201727, University of Western Ontario, Centre for Human Capital and Productivity (CHCP).
    49. 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.
    50. repec:dgr:rugggd:gd-104 is not listed on IDEAS
    51. Amil Petrin & James Levinsohn, 2012. "Measuring aggregate productivity growth using plant-level data," RAND Journal of Economics, RAND Corporation, vol. 43(4), pages 705-725, December.
    52. W. Erwin Diewert, 1988. "The Early History of Price Index Research," NBER Working Papers 2713, National Bureau of Economic Research, Inc.
    53. Tibor Lalinsky, 2013. "Firm competitiveness determinants: results of a panel data analysis," Working and Discussion Papers WP 4/2013, Research Department, National Bank of Slovakia.
    54. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    55. Jesus Felipe, 1999. "Total factor productivity growth in East Asia: A critical survey," Journal of Development Studies, Taylor & Francis Journals, vol. 35(4), pages 1-41.
    56. Richard Lipsey & Kenneth Carlaw, 2004. "Total factor productivity and the measurement of technological change," Canadian Journal of Economics, Canadian Economics Association, vol. 37(4), pages 1118-1150, November.
    57. Jeffrey M. Wooldridge, 2015. "Control Function Methods in Applied Econometrics," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 420-445.
    58. Markus Eberhardt & Christian Helmers, 2010. "Untested Assumptions and Data Slicing: A Critical Review of Firm-Level Production Function Estimators," Economics Series Working Papers 513, University of Oxford, Department of Economics.
    59. Yismaw Ayelign & Lakhwinder Singh, 2019. "Comparison of Recent Developments in Productivity Estimation: Application on Ethiopian Manufacturing Sector," Academic Journal of Economic Studies, Faculty of Finance, Banking and Accountancy Bucharest,"Dimitrie Cantemir" Christian University Bucharest, vol. 5(3), pages 20-31, September.
    60. Yan Li & Chunlu Liu, 2010. "Malmquist indices of total factor productivity changes in the Australian construction industry," Construction Management and Economics, Taylor & Francis Journals, vol. 28(9), pages 933-945.
    61. Richard G. Lipsey & Kenneth Carlaw, 2000. "What Does Total Factor Productivity Measure?," International Productivity Monitor, Centre for the Study of Living Standards, vol. 1, pages 31-40, Fall.
    62. Wen, Guanzhong James, 1993. "Total Factor Productivity Change in China's Farming Sector: 1952-1989," Economic Development and Cultural Change, University of Chicago Press, vol. 42(1), pages 1-41, October.
    63. repec:fth:michin:445 is not listed on IDEAS
    64. Amil Petrin & Brian P. Poi & James Levinsohn, 2004. "Production function estimation in Stata using inputs to control for unobservables," Stata Journal, StataCorp LP, vol. 4(2), pages 113-123, June.
    65. Gabriele Rovigatti & Vincenzo Mollisi, 2018. "Theory and practice of total-factor productivity estimation: The control function approach using Stata," Stata Journal, StataCorp LP, vol. 18(3), pages 618-662, September.
    66. Diewert, W E, 1980. "Capital and the Theory of Productivity Measurement," American Economic Review, American Economic Association, vol. 70(2), pages 260-267, May.
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    More about this item

    Keywords

    French construction sector; Production function; Total factor productivity; Parametric estimation; Semi-parametric estimation; Non-parametric estimation; Market structure;
    All these keywords.

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal Models
    • D24 - Microeconomics - - Production and Organizations - - - Production; Cost; Capital; Capital, Total Factor, and Multifactor Productivity; Capacity
    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection

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