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Australia's firm-level productivity -- a new perspective

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Author Info
Robert Breunig () (Research School of Social Sciences, Australian National University)
Marn-Heong Wong () (Australia-Japan Research Centre, Australian National University)

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Abstract

Not all firms contributed to Australia's impressive productivity growth in the 1990s. Some performed better than others, and entrants arrived even as incumbents exited. If firms make decisions on input demand and liquidation based on their productivity, the latter known to them but unobserved by the econometrician, this gives rise to simultaneity and selection problems that bias the traditional estimators of production function coefficients. We apply a semiparametric technique that endogenizes input choices and firm exit decisions to obtain production function estimates on Australian firms. Estimation is carried out using the Business Longitudinal Survey, Australia's only business longitudinal micro-dataset that tracks firm entry and exit.

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Paper provided by Stata Users Group in its series Australasian Stata Users' Group Meetings 2004 with number 2.

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Handle: RePEc:boc:osug04:2

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  1. Stefano Scarpetta & Philip Hemmings & Thierry Tressel & Jaejoon Woo, 2002. "The Role of Policy and Institutions for Productivity and Firm Dynamics: Evidence from Micro and Industry Data," OECD Economics Department Working Papers 329, OECD, Economics Department. [Downloadable!]
  2. G. Steven Olley & Ariel Pakes, 1992. "The Dynamics of Productivity in the Telecommunications Equipment Industry," NBER Working Papers 3977, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  3. Hopenhayn, Hugo & Rogerson, Richard, 1993. "Job Turnover and Policy Evaluation: A General Equilibrium Analysis," Journal of Political Economy, University of Chicago Press, vol. 101(5), pages 915-38, October. [Downloadable!] (restricted)
  4. Newey, Whitney K, 1994. "The Asymptotic Variance of Semiparametric Estimators," Econometrica, Econometric Society, vol. 62(6), pages 1349-82, November. [Downloadable!] (restricted)
  5. Phoebus J Dhrymes, 1991. "The Structure Of Production Technology Productivity And Aggregation Effects," Working Papers 91-5, Center for Economic Studies, U.S. Census Bureau. [Downloadable!]
  6. Sanghoon Ahn, 2001. "Firm Dynamics and Productivity Growth: A Review of Micro Evidence from OECD Countries," OECD Economics Department Working Papers 297, OECD, Economics Department. [Downloadable!]
  7. Yi-Ping Tseng & Mark Wooden, 2001. "Enterprise Bargaining and Productivity: Evidence from the Business Longitudinal Survey," Melbourne Institute Working Paper Series wp2001n08, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
  8. Eric J. Bartelsman & Mark Doms, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September. [Downloadable!] (restricted)
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  9. Dhymes, P., 1991. "The Structure of production Technology: Productivity and Aggregation Effects," Discussion Papers 1991_07, Columbia University, Department of Economics.
  10. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-97, November. [Downloadable!] (restricted)
  11. Andrews, Donald W K, 1991. "Asymptotic Normality of Series Estimators for Nonparametric and Semiparametric Regression Models," Econometrica, Econometric Society, vol. 59(2), pages 307-45, March. [Downloadable!] (restricted)
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  12. Ericson, Richard & Pakes, Ariel, 1995. "Markov-Perfect Industry Dynamics: A Framework for Empirical Work," Review of Economic Studies, Blackwell Publishing, vol. 62(1), pages 53-82, January. [Downloadable!] (restricted)
  13. Nelson, Richard R, 1981. "Research on Productivity Growth and Productivity Differences: Dead Ends and New Departures," Journal of Economic Literature, American Economic Association, vol. 19(3), pages 1029-64, September. [Downloadable!] (restricted)
  14. Marc-Andreas Muendler, 2004. "Estimating Production Functions When Productivity Change Is Endogenous," University of California at San Diego, Economics Working Paper Series 2004-05, Department of Economics, UC San Diego. [Downloadable!]
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  15. Derek Bosworth & Joanne Loundes, 2002. "The Dynamic Performance of Australian Enterprises," Melbourne Institute Working Paper Series wp2002n03, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
  16. Pavcnik, Nina, 2002. "Trade Liberalization, Exit, and Productivity Improvement: Evidence from Chilean Plants," Review of Economic Studies, Blackwell Publishing, vol. 69(1), pages 245-76, January.
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  17. Mark Rogers & Yi-Ping Tseng, 2000. "Analysing Firm-Level Labour Productivity Using Survey Data," Melbourne Institute Working Paper Series wp2000n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne. [Downloadable!]
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