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Efficiency determinants in retail stores: a Bayesian framework

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  • Assaf, A. George
  • Barros, Carlos
  • Sellers-Rubio, Ricardo

Abstract

This paper analyzes the impact of vertical integration, age, geographic expansion, and low price strategy on the cost efficiency of retail stores. We test our hypotheses using the innovative Bayesian frontier methodology. The data involve a sample of Spanish retail stores that operate in a highly competitive and dynamic environment. From the results, it is clear that cost efficiency is higher for stores that have: longer years in business, stronger geographical presence, and lower price offerings. Vertical integration, on the other hand, is negatively related to efficiency. Further discussions of these findings and related managerial implications are provided in the paper.

Suggested Citation

  • Assaf, A. George & Barros, Carlos & Sellers-Rubio, Ricardo, 2011. "Efficiency determinants in retail stores: a Bayesian framework," Omega, Elsevier, vol. 39(3), pages 283-292, June.
    • Handle: RePEc:eee:jomega:v:39:y:2011:i:3:p:283-292
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    as
    1. Efthymios G. Tsionas, 2006. "Inference in dynamic stochastic frontier models," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(5), pages 669-676, July.
    2. Roger Betancourt & Margaret Malanoski, 1999. "An Estimable Model of Supermarket Behavior: Prices, Distribution Services and Some Effects of Competition," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 26(1), pages 55-73, March.
    3. Kumbhakar, Subal C. & Tsionas, Efthymios G., 2006. "Estimation of stochastic frontier production functions with input-oriented technical efficiency," Journal of Econometrics, Elsevier, vol. 133(1), pages 71-96, July.
    4. Berger, Allen N. & DeYoung, Robert, 2006. "Technological Progress and the Geographic Expansion of the Banking Industry," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 38(6), pages 1483-1513, September.
    5. Efthymios G. Tsionas, 2002. "Stochastic frontier models with random coefficients," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 17(2), pages 127-147.
    6. Thompson SH, Teo & Poh Kam, Wong, 1998. "An Empirical Study of the Performance Impact of Computerization in the Retail Industry," Omega, Elsevier, vol. 26(5), pages 611-621, October.
    7. George, Kenneth D & Ward, Terry, 1973. "Productivity Growth in the Retail Trade," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 35(1), pages 31-47, February.
    8. Mitchell A. Petersen & Raghuram G. Rajan, 2002. "Does Distance Still Matter? The Information Revolution in Small Business Lending," Journal of Finance, American Finance Association, vol. 57(6), pages 2533-2570, December.
    9. Sellers-Rubio, Ricardo & Más-Ruiz, Francisco J., 2009. "Efficiency vs. market power in retailing: Analysis of supermarket chains," Journal of Retailing and Consumer Services, Elsevier, vol. 16(1), pages 61-67.
    10. Boaz Golany & Steven Hackman & Ury Passy, 2006. "An efficiency measurement framework for multi-stage production systems," Annals of Operations Research, Springer, vol. 145(1), pages 51-68, July.
    11. Manuel Illueca & José Pastor & Emili Tortosa-Ausina, 2009. "The effects of geographic expansion on the productivity of Spanish savings banks," Journal of Productivity Analysis, Springer, vol. 32(2), pages 119-143, October.
    12. Keh, Hean Tat & Chu, Singfat, 2003. "Retail productivity and scale economies at the firm level: a DEA approach," Omega, Elsevier, vol. 31(2), pages 75-82, April.
    13. Grossman, Sanford J & Hart, Oliver D, 1986. "The Costs and Benefits of Ownership: A Theory of Vertical and Lateral Integration," Journal of Political Economy, University of Chicago Press, vol. 94(4), pages 691-719, August.
    14. Allen Berger & Robert DeYoung, 2001. "The Effects of Geographic Expansion on Bank Efficiency," Journal of Financial Services Research, Springer;Western Finance Association, vol. 19(2), pages 163-184, April.
    15. Kumbhakar, Subal C. & Park, Byeong U. & Simar, Leopold & Tsionas, Efthymios G., 2007. "Nonparametric stochastic frontiers: A local maximum likelihood approach," Journal of Econometrics, Elsevier, vol. 137(1), pages 1-27, March.
    16. Ofer, Gur, 1973. "Returns to Scale in Retail Trade," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 19(4), pages 363-384, December.
    17. Cook, Wade D. & Liang, Liang & Zhu, Joe, 2010. "Measuring performance of two-stage network structures by DEA: A review and future perspective," Omega, Elsevier, vol. 38(6), pages 423-430, December.
    18. Peltzman, Sam, 1977. "The Gains and Losses from Industrial Concentration," Journal of Law and Economics, University of Chicago Press, vol. 20(2), pages 229-263, October.
    19. Koop, Gary & Osiewalski, Jacek & Steel, Mark F. J., 1997. "Bayesian efficiency analysis through individual effects: Hospital cost frontiers," Journal of Econometrics, Elsevier, vol. 76(1-2), pages 77-105.
    20. Demsetz, Harold, 1973. "Industry Structure, Market Rivalry, and Public Policy," Journal of Law and Economics, University of Chicago Press, vol. 16(1), pages 1-9, April.
    21. Tsionas, Efthymios G. & Papadakis, Emmanuel N., 2010. "A Bayesian approach to statistical inference in stochastic DEA," Omega, Elsevier, vol. 38(5), pages 309-314, October.
    22. E. Avenel, 2008. "Strategic Vertical Integration Without Foreclosure," Journal of Industrial Economics, Wiley Blackwell, vol. 56(2), pages 247-262, June.
    23. Simar, Leopold & Wilson, Paul W., 2007. "Estimation and inference in two-stage, semi-parametric models of production processes," Journal of Econometrics, Elsevier, vol. 136(1), pages 31-64, January.
    24. Claude Menard & Mary M. Shirley (ed.), 2005. "Handbook of New Institutional Economics," Springer Books, Springer, number 978-0-387-25092-2, September.
    25. Dubelaar, Chris & Bhargava, Mukesh & Ferrarin, David, 2002. "Measuring retail productivity: what really matters?," Journal of Business Research, Elsevier, vol. 55(5), pages 417-426, May.
    26. Odeck, James, 2009. "Statistical precision of DEA and Malmquist indices: A bootstrap application to Norwegian grain producers," Omega, Elsevier, vol. 37(5), pages 1007-1017, October.
    27. Avkiran, Necmi K. & Morita, Hiroshi, 2010. "Benchmarking firm performance from a multiple-stakeholder perspective with an application to Chinese banking," Omega, Elsevier, vol. 38(6), pages 501-508, December.
    28. James H. Anderson, 2002. "The Distribution Sector and the Development Process: are there Patterns? Yes," Economic Inquiry, Western Economic Association International, vol. 40(2), pages 166-176, April.
    29. Jonas Månsson, 2004. "Vertical Integration and Efficiency: Ownership in the Swedish Sawmill Industry," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 24(1), pages 25-36, February.
    30. Botti, Laurent & Briec, Walter & Cliquet, Gérard, 2009. "Plural forms versus franchise and company-owned systems: A DEA approach of hotel chain performance," Omega, Elsevier, vol. 37(3), pages 566-578, June.
    31. Wu, Jie & Liang, Liang & Chen, Yao, 2009. "DEA game cross-efficiency approach to Olympic rankings," Omega, Elsevier, vol. 37(4), pages 909-918, August.
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