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Management Practice in Production

  • Thomas Triebs

    ()

  • Subal C. Kumbhakar

In this paper we account for observed management practice in the estimation of aproduction function. In our model management practice is observable and we allow it toaffect output directly (neutral shift) and indirectly by affecting input productivity. Thisformulation gives us a semiparametric smooth coefficient model. Empirically, we findthat estimates of unobserved (in)efficiency do not correlate highly with observedmanagement. We also find that management affects output both directly and indirectlyvia all factors of production, i.e., the productivity effect of management is non-neutral.Finally, we find that the indirect effects of conventional inputs vary with management.

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File URL: http://www.cesifo-group.de/portal/page/portal/DocBase_Content/WP/WP-Ifo_Working_Papers/wp-ifo-2012/IfoWorkingPaper-129.pdf
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Paper provided by Ifo Institute for Economic Research at the University of Munich in its series Ifo Working Paper Series with number Ifo Working Paper No. 129.

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Date of creation: 2012
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Handle: RePEc:ces:ifowps:_129
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  1. Nicholas Bloom & Benn Eifert & Aprajit Mahajan & David McKenzie & John Roberts, 2011. "Does Management Matter? Evidence from India," CEP Discussion Papers dp1042, Centre for Economic Performance, LSE.
  2. Nick Bloom & John Van Reenen, 2006. "Measuring and Explaining Management Practices Across Firms and Countries," NBER Working Papers 12216, National Bureau of Economic Research, Inc.
  3. Chad Syverson, 2010. "What Determines Productivity?," NBER Working Papers 15712, National Bureau of Economic Research, Inc.
  4. Antonio Álvarez & Carlos Arias & William Greene, 2004. "Accounting for unobservables in production models:management and inefficiency," Economic Working Papers at Centro de Estudios Andaluces E2004/72, Centro de Estudios Andaluces.
  5. Nick Bloom & John Van Reenen, 2010. "Why do management practices differ across firms and countries?," LSE Research Online Documents on Economics 47491, London School of Economics and Political Science, LSE Library.
  6. Stefan Arent, 2012. "Expectations and Saving Behavior: An Empirical Analysis," Ifo Working Paper Series Ifo Working Paper No. 128, Ifo Institute for Economic Research at the University of Munich.
  7. Kumbhakar, Subal C., 1990. "Production frontiers, panel data, and time-varying technical inefficiency," Journal of Econometrics, Elsevier, vol. 46(1-2), pages 201-211.
  8. Hsiao, Cheng & Li, Qi & Racine, Jeffrey S., 2007. "A consistent model specification test with mixed discrete and continuous data," Journal of Econometrics, Elsevier, vol. 140(2), pages 802-826, October.
  9. Rachel Griffith & Jonathan Haskel & Andy Neely, 2006. "Why is Productivity so Dispersed?," Oxford Review of Economic Policy, Oxford University Press, vol. 22(4), pages 513-525, Winter.
  10. Enno Mammen, . "Comparing nonparametric versus parametric regression fits," Statistic und Oekonometrie 9205, Humboldt Universitaet Berlin.
  11. Raffaella Sadun & John Van Reenen & Nick Bloom, 2008. "Measuring And Explaining Decentralization Across Firms And Countries," 2008 Meeting Papers 246, Society for Economic Dynamics.
  12. Nicholas Bloom & Christos Genakos & Raffaella Sadun & John Van Reenen, 2011. "Management Practices Across Firms and Countries," CEP Discussion Papers dp1109, Centre for Economic Performance, LSE.
  13. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
  14. Nuthall, Peter, 2009. "Modelling the origins of managerial ability in agricultural production," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 53(3), September.
  15. Antonio Alvarez & Peter Schmidt, 2006. "Is skill more important than luck in explaining fish catches?," Journal of Productivity Analysis, Springer, vol. 26(1), pages 15-25, August.
  16. Tristen Hayfield & Jeffrey S. Racine, . "Nonparametric Econometrics: The np Package," Journal of Statistical Software, American Statistical Association, vol. 27(i05).
  17. 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.
  18. Filzmoser, Peter & Maronna, Ricardo & Werner, Mark, 2008. "Outlier identification in high dimensions," Computational Statistics & Data Analysis, Elsevier, vol. 52(3), pages 1694-1711, January.
  19. Valentina Hartarska & Christopher F. Parmeter & Denis Nadolnyak, 2010. "Economies of Scope of Lending and Mobilizing Deposits in Microfinance Institutions: A Semiparametric Analysis," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 93(2), pages 389-398.
  20. Antonio Alvarez & Carlos Arias, 2003. "Diseconomies of Size with Fixed Managerial Ability," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 85(1), pages 134-142.
  21. Li, Qi & Racine, Jeffrey S., 2010. "Smooth Varying-Coefficient Estimation And Inference For Qualitative And Quantitative Data," Econometric Theory, Cambridge University Press, vol. 26(06), pages 1607-1637, December.
  22. Sandra E. Black & Lisa M. Lynch, 2001. "How To Compete: The Impact Of Workplace Practices And Information Technology On Productivity," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 434-445, August.
  23. Wang, Hung-Jen & Ho, Chia-Wen, 2009. "Estimating fixed-effect panel stochastic frontier models by model transformation," MPRA Paper 31081, University Library of Munich, Germany.
  24. Byma, Justin P. & Tauer, Loren W., 2007. "Farm Inefficiency Resulting from the Missing Management Input," Working Papers 127008, Cornell University, Department of Applied Economics and Management.
  25. Daniel J. Henderson, 2010. "A test for multimodality of regression derivatives with application to nonparametric growth regressions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 25(3), pages 458-480.
  26. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
  27. Wang, Hung-Jen, 2006. "Stochastic frontier models," MPRA Paper 31079, University Library of Munich, Germany.
  28. W. Stanley Siebert & Nikolay Zubanov, 2010. "Management Economics in a Large Retail Company," Management Science, INFORMS, vol. 56(8), pages 1398-1414, August.
  29. 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.
  30. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
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