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An empirical Analysis of the Counter-factual: A Merger and Divestiture in the Australian Cigarette Industry

Author

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  • Vivienne Pham

    (Department of Economics and Finance, La Trobe University)

  • David Prentice

    (Department of Economics and Finance, La Trobe University)

Abstract

In this paper we empirically analyse two counter-factual situations facing an anti-trust authority following the merger of two of the largest international cigarette companies. First we estimate a nested logit model of demand for cigarettes. The implied elasticity of demand for smoking and implied marginal costs are both broadly consistent with the limited independent estimates available. We then use the model to simulate the proposed merger and the partial divestiture that was accepted by the Australian anti-trust authority. A comparison of the relative price changes predicted by the divestiture simulation with the actual post-divestiture price changes shows the model successfully anticipated the behaviour of the divested brands. This suggests structural econometric analysis using a nested logit may be usefully utilised by anti-trust authorities to assess the welfare implications of proposed mergers and partial divestitures.

Suggested Citation

  • Vivienne Pham & David Prentice, 2010. "An empirical Analysis of the Counter-factual: A Merger and Divestiture in the Australian Cigarette Industry," Working Papers 2010.08 EDIRC Provider-In, School of Economics, La Trobe University.
  • Handle: RePEc:ltr:wpaper:2010.08
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    1. Keane, Michael P., 2010. "Structural vs. atheoretic approaches to econometrics," Journal of Econometrics, Elsevier, vol. 156(1), pages 3-20, May.
    2. Daniel A. Ackerberg & Marc Rysman, 2005. "Unobserved Product Differentiation in Discrete-Choice Models: Estimating Price Elasticities and Welfare Effects," RAND Journal of Economics, The RAND Corporation, vol. 36(4), pages 771-788, Winter.
    3. Bardsley, Peter & Olekalns, Nilss, 1999. "Cigarette and Tobacco Consumption: Have Anti-smoking Policies Made a Difference?," The Economic Record, The Economic Society of Australia, vol. 75(230), pages 225-240, September.
    4. Jith Jayaratne & Carl Shapiro, 2000. "Simulating Partial Asset Divestitures to 'Fix' Mergers," International Journal of the Economics of Business, Taylor & Francis Journals, vol. 7(2), pages 179-200.
    5. Oliver Budzinski & Isabel Ruhmer, 2010. "Merger Simulation In Competition Policy: A Survey," Journal of Competition Law and Economics, Oxford University Press, vol. 6(2), pages 277-319.
    6. John Tauras & Richard Peck & Frank Chaloupka, 2006. "The Role of Retail Prices and Promotions in Determining Cigarette Brand Market Shares," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 28(3), pages 253-284, May.
    7. Victor Aguirregabiria & Victor Aguirregabiria & Aviv Nevo & Aviv Nevo, 2010. "Recent Developments in Empirical IO: Dynamic Demand and Dynamic Games," Working Papers tecipa-419, University of Toronto, Department of Economics.
    8. Jean-Pierre H. Dubé & Jeremy T. Fox & Che-Lin Su, 2009. "Improving the Numerical Performance of BLP Static and Dynamic Discrete Choice Random Coefficients Demand Estimation," NBER Working Papers 14991, National Bureau of Economic Research, Inc.
    9. Aviv Nevo, 2000. "Mergers with Differentiated Products: The Case of the Ready-to-Eat Cereal Industry," RAND Journal of Economics, The RAND Corporation, vol. 31(3), pages 395-421, Autumn.
    10. Nevo, Aviv, 2001. "Measuring Market Power in the Ready-to-Eat Cereal Industry," Econometrica, Econometric Society, vol. 69(2), pages 307-342, March.
    11. 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.
    12. Dongling Huang & Christian Rojas & Frank Bass, 2008. "What Happens When Demand Is Estimated With A Misspecified Model?," Journal of Industrial Economics, Wiley Blackwell, vol. 56(4), pages 809-839, December.
    13. Timothy Richards, 2007. "A nested logit model of strategic promotion," Quantitative Marketing and Economics (QME), Springer, vol. 5(1), pages 63-91, March.
    14. Chiou, Lesley, 2008. "The timing of movie releases: Evidence from the home video industry," International Journal of Industrial Organization, Elsevier, vol. 26(5), pages 1059-1073, September.
    15. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    16. Scollo, Michelle & Borland, Ron & World Health Organization, 2004. "Taxation reform as a component of tobacco control policy in Australia," University of California at San Francisco, Center for Tobacco Control Research and Education qt95t699r7, Center for Tobacco Control Research and Education, UC San Francisco.
    17. Cardell, N. Scott, 1997. "Variance Components Structures for the Extreme-Value and Logistic Distributions with Application to Models of Heterogeneity," Econometric Theory, Cambridge University Press, vol. 13(2), pages 185-213, April.
    18. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    19. Igal Hendel, 1999. "Estimating Multiple-Discrete Choice Models: An Application to Computerization Returns," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(2), pages 423-446.
    20. D. S. Poskitt & C. L. Skeels, 2009. "Assessing the magnitude of the concentration parameter in a simultaneous equations model," Econometrics Journal, Royal Economic Society, vol. 12(1), pages 26-44, March.
    21. Christopher R. Knittel & Konstantinos Metaxoglou, 2008. "Estimation of Random Coefficient Demand Models: Challenges, Difficulties and Warnings," NBER Working Papers 14080, National Bureau of Economic Research, Inc.
    22. Peter Bardsley & Nilss Olekalns, 1999. "Cigarette and Tobacco Consumption: Have Anti‐Smoking Policies Made a Difference?," The Economic Record, The Economic Society of Australia, vol. 75(3), pages 225-240, September.
    23. Peters, Craig, 2006. "Evaluating the Performance of Merger Simulation: Evidence from the U.S. Airline Industry," Journal of Law and Economics, University of Chicago Press, vol. 49(2), pages 627-649, October.
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    Cited by:

    1. Ying, Xiongwei & Anders, Sven M., 2013. "Competition between Private Label and National Brand for Health-differentiated Food Product: A Canadian Retailing Case," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 151280, Agricultural and Applied Economics Association.
    2. Harry Clarke & David Prentice, 2012. "Will Plain Packaging Reduce Cigarette Consumption?," Economic Papers, The Economic Society of Australia, vol. 31(3), pages 303-317, September.
    3. Vivienne Pham & David Prentice, 2013. "A Random Coefficients Logit Analysis of the Counterfactual: A Merger and Divestiture in the Australian Cigarette Industry," Working Papers 2013.04, School of Economics, La Trobe University.

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    More about this item

    JEL classification:

    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L41 - Industrial Organization - - Antitrust Issues and Policies - - - Monopolization; Horizontal Anticompetitive Practices
    • L66 - Industrial Organization - - Industry Studies: Manufacturing - - - Food; Beverages; Cosmetics; Tobacco

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