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Bagels and donuts for sale: A case study in profit maximization

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  • Levitt, Steven D.

Abstract

Profit maximizing behavior on the part of firms is a fundamental, but rarely tested, assumption of economics. In this paper, I analyze the decisions made by an MIT trained economist running a company that delivers bagels and donuts. The simplicity and transparency of the business (e.g. marginal cost is easily observed) allow for relatively direct tests of profit maximization in the quantities delivered each day and the prices that are charged. Using twelve years of data representing more than 80,000 deliveries, I find that the company is extremely adept and determining how many bagels and donuts to deliver to a particular customer on a given day. The company appears to price on the inelastic portion of the short-run demand curve for the entire period. These pricing choices are inconsistent with short-run profit maximization, although they can potentially be reconciled with a dynamic optimization model.

Suggested Citation

  • Levitt, Steven D., 2016. "Bagels and donuts for sale: A case study in profit maximization," Research in Economics, Elsevier, vol. 70(4), pages 518-535.
  • Handle: RePEc:eee:reecon:v:70:y:2016:i:4:p:518-535
    DOI: 10.1016/j.rie.2015.11.001
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    1. Ali Hortacsu & Steven L. Puller, 2005. "Understanding Strategic Bidding in Restructured Electricity Markets: A Case Study of ERCOT," NBER Working Papers 11123, National Bureau of Economic Research, Inc.
    2. Carlton, Dennis W, 1978. "Market Behavior with Demand Uncertainty and Price Inflexibility," American Economic Review, American Economic Association, vol. 68(4), pages 571-587, September.
    3. David Genesove & Wallace P. Mullin, 1998. "Testing Static Oligopoly Models: Conduct and Cost in the Sugar Industry, 1890-1914," RAND Journal of Economics, The RAND Corporation, vol. 29(2), pages 355-377, Summer.
    4. Dana, James D, Jr, 2001. "Competition in Price and Availability When Availability is Unobservable," RAND Journal of Economics, The RAND Corporation, vol. 32(3), pages 497-513, Autumn.
    5. Levitt, Steven D. & List, John A., 2009. "Field experiments in economics: The past, the present, and the future," European Economic Review, Elsevier, vol. 53(1), pages 1-18, January.
    6. Raymond Deneckere & James Peck, 1995. "Competition Over Price and Service Rate When Demand is Stochastic: A Strategic Analysis," RAND Journal of Economics, The RAND Corporation, vol. 26(1), pages 148-162, Spring.
    7. Khouja, Moutaz & Mehrez, Abraham & Rabinowitz, Gad, 1996. "A two-item newsboy problem with substitutability," International Journal of Production Economics, Elsevier, vol. 44(3), pages 267-275, July.
    8. Rosse, James N, 1970. "Estimating Cost Function Parameters without Using Cost Data: Illustrated Methodology," Econometrica, Econometric Society, vol. 38(2), pages 256-275, March.
    9. Steven D. Levitt, 2006. "White-Collar Crime Writ Small: A Case Study of Bagels, Donuts, and the Honor System," American Economic Review, American Economic Association, vol. 96(2), pages 290-294, May.
    10. Catherine D. Wolfram, 1999. "Measuring Duopoly Power in the British Electricity Spot Market," American Economic Review, American Economic Association, vol. 89(4), pages 805-826, September.
    11. Pakes, Ariel S, 1986. "Patents as Options: Some Estimates of the Value of Holding European Patent Stocks," Econometrica, Econometric Society, vol. 54(4), pages 755-784, July.
    12. Edwin S. Mills, 1959. "Uncertainty and Price Theory," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 73(1), pages 116-130.
    13. repec:feb:artefa:0087 is not listed on IDEAS
    14. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-890, July.
    15. Bresnahan, Timothy F & Reiss, Peter C, 1991. "Entry and Competition in Concentrated Markets," Journal of Political Economy, University of Chicago Press, vol. 99(5), pages 977-1009, October.
    16. Bresnahan, Timothy F, 1987. "Competition and Collusion in the American Automobile Industry: The 1955 Price War," Journal of Industrial Economics, Wiley Blackwell, vol. 35(4), pages 457-482, June.
    17. Feldman, Paul, 1971. "Efficiency, Distribution, and the Role of Government in a Market Economy," Journal of Political Economy, University of Chicago Press, vol. 79(3), pages 508-526, May-June.
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    Cited by:

    1. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312R, Cowles Foundation for Research in Economics, Yale University, revised Mar 2022.
    2. Feng, Yi & Yin, Yunqiang & Wang, Dujuan & Dhamotharan, Lalitha, 2022. "A dynamic ensemble selection method for bank telemarketing sales prediction," Journal of Business Research, Elsevier, vol. 139(C), pages 368-382.
    3. Sujan Chandra Paul & Probir Kumar Bhowmik & Mehbuba Nayan Famanna, 2021. "Impact of Liquidity on Profitability: A Study on the Commercial Banks in Bangladesh," Advances in Management and Applied Economics, SCIENPRESS Ltd, vol. 11(1), pages 1-4.
    4. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312R4, Cowles Foundation for Research in Economics, Yale University, revised Jun 2023.
    5. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312R3, Cowles Foundation for Research in Economics, Yale University, revised Jan 2023.

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