IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/13916.html
   My bibliography  Save this paper

Nearly Optimal Pricing for Multiproduct Firms

Author

Listed:
  • Chenghuan Sean Chu
  • Phillip Leslie
  • Alan Sorensen

Abstract

In principle, a multiproduct firm can set separate prices for all possible bundled combinations of its products (i.e., "mixed bundling"). However, this is impractical for firms with more than a few products, because the number of prices increases exponentially with the number of products. In this study we show that simple pricing strategies are often nearly optimal -- i.e., with surprisingly few prices a firm can obtain 99% of the profit that would be earned by mixed bundling. Specifically, we show that bundle-size pricing -- setting prices that depend only on the size of bundle purchased -- tends to be more profitable than offering the individual products priced separately, and tends to closely approximate the profits from mixed bundling. These findings are based on an array of numerical experiments covering a broad range of demand and cost scenarios, as well as an empirical analysis of the pricing problem for an 8-product firm (a theater company).

Suggested Citation

  • Chenghuan Sean Chu & Phillip Leslie & Alan Sorensen, 2008. "Nearly Optimal Pricing for Multiproduct Firms," NBER Working Papers 13916, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:13916
    Note: IO
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w13916.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. McFadden, Daniel, 1989. "A Method of Simulated Moments for Estimation of Discrete Response Models without Numerical Integration," Econometrica, Econometric Society, vol. 57(5), pages 995-1026, September.
    2. Yannis Bakos & Erik Brynjolfsson, 1999. "Bundling Information Goods: Pricing, Profits, and Efficiency," Management Science, INFORMS, vol. 45(12), pages 1613-1630, December.
    3. Hajivassiliou, Vassilis & McFadden, Daniel & Ruud, Paul, 1996. "Simulation of multivariate normal rectangle probabilities and their derivatives theoretical and computational results," Journal of Econometrics, Elsevier, vol. 72(1-2), pages 85-134.
    4. Kahneman, Daniel & Knetsch, Jack L & Thaler, Richard, 1986. "Fairness as a Constraint on Profit Seeking: Entitlements in the Market," American Economic Review, American Economic Association, vol. 76(4), pages 728-741, September.
    5. Hanming Fang & Peter Norman, 2006. "To bundle or not to bundle," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 946-963, December.
    6. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    7. Malueg, David A. & Snyder, Christopher M., 2006. "Bounding the relative profitability of price discrimination," International Journal of Industrial Organization, Elsevier, vol. 24(5), pages 995-1011, September.
    8. Phillip Leslie, 2004. "Price Discrimination in Broadway Theater," RAND Journal of Economics, The RAND Corporation, vol. 35(3), pages 520-541, Autumn.
    9. Xianjun Geng & Maxwell B. Stinchcombe & Andrew B. Whinston, 2005. "Bundling Information Goods of Decreasing Value," Management Science, INFORMS, vol. 51(4), pages 662-667, April.
    10. Wesley Hartmann & V. Viard, 2008. "Do frequency reward programs create switching costs? A dynamic structural analysis of demand in a reward program," Quantitative Marketing and Economics (QME), Springer, vol. 6(2), pages 109-137, June.
    11. Schmalensee, Richard, 1984. "Gaussian Demand and Commodity Bundling," The Journal of Business, University of Chicago Press, vol. 57(1), pages 211-230, January.
    12. Manelli, Alejandro M. & Vincent, Daniel R., 2006. "Bundling as an optimal selling mechanism for a multiple-good monopolist," Journal of Economic Theory, Elsevier, vol. 127(1), pages 1-35, March.
    13. Pakes, Ariel & Pollard, David, 1989. "Simulation and the Asymptotics of Optimization Estimators," Econometrica, Econometric Society, vol. 57(5), pages 1027-1057, September.
    14. Armstrong, Mark, 2006. "Price discrimination," MPRA Paper 4693, University Library of Munich, Germany.
    15. Jean-Pierre Dubé, 2004. "Multiple Discreteness and Product Differentiation: Demand for Carbonated Soft Drinks," Marketing Science, INFORMS, vol. 23(1), pages 66-81, September.
    16. Hanming Fang & Peter Norman, 2006. "To bundle or not to bundle," RAND Journal of Economics, The RAND Corporation, vol. 37(4), pages 946-963, December.
    17. Mark Armstrong, 1999. "Price Discrimination by a Many-Product Firm," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 66(1), pages 151-168.
    18. 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.
    19. R. Preston McAfee & John McMillan & Michael D. Whinston, 1989. "Multiproduct Monopoly, Commodity Bundling, and Correlation of Values," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 104(2), pages 371-383.
    20. Kamel Jedidi & Sharan Jagpal & Puneet Manchanda, 2003. "Measuring Heterogeneous Reservation Prices for Product Bundles," Marketing Science, INFORMS, vol. 22(1), pages 107-130, July.
    21. William James Adams & Janet L. Yellen, 1976. "Commodity Bundling and the Burden of Monopoly," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(3), pages 475-498.
    22. Allenby, Greg M. & Rossi, Peter E., 1998. "Marketing models of consumer heterogeneity," Journal of Econometrics, Elsevier, vol. 89(1-2), pages 57-78, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Shi, Guanming & Chavas, Jean-Paul & Stiegert, Kyle W., 2008. "An Analysis of Bundle Pricing: The Case of the Corn Seed Market," Staff Papers 92212, University of Wisconsin-Madison, Department of Agricultural and Applied Economics.
    2. Katherine Ho & Justin Ho & Julie Holland Mortimer, 2012. "The Use of Full-Line Forcing Contracts in the Video Rental Industry," American Economic Review, American Economic Association, vol. 102(2), pages 686-719, April.
    3. Kevin K. Wang & Michael D. Wittman & Thomas Fiig, 2023. "Dynamic offer creation for airline ancillaries using a Markov chain choice model," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 22(2), pages 103-121, April.
    4. Suen, Richard M.H., 2013. "Research Policy and U.S. Economic Growth," MPRA Paper 49103, University Library of Munich, Germany.
    5. John C. Eckalbar, 2010. "Closed‐Form Solutions to Bundling Problems," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 19(2), pages 513-544, June.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chenghuan Sean Chu & Phillip Leslie & Alan Sorensen, 2011. "Bundle-Size Pricing as an Approximation to Mixed Bundling," American Economic Review, American Economic Association, vol. 101(1), pages 263-303, February.
    2. Ben Shiller & Joel Waldfogel, 2009. "Music for a Song: An Empirical Look at Uniform Song Pricing and its Alternatives," NBER Working Papers 15390, National Bureau of Economic Research, Inc.
    3. Tarek Abdallah, 2019. "On the Benefit (Or Cost) of Large‐Scale Bundling," Production and Operations Management, Production and Operations Management Society, vol. 28(4), pages 955-969, April.
    4. Hanming Fang & Peter Norman, 2010. "Optimal Provision of Multiple Excludable Public Goods," American Economic Journal: Microeconomics, American Economic Association, vol. 2(4), pages 1-37, November.
    5. Sang‐Hyun Kim & Jong‐Hee Hahn, 2022. "On the profitability of interfirm bundling in oligopolies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(3), pages 657-673, August.
    6. Rustam Ibragimov & Johan Walden, 2010. "Optimal Bundling Strategies Under Heavy-Tailed Valuations," Management Science, INFORMS, vol. 56(11), pages 1963-1976, November.
    7. Sheikhzadeh, Mehdi & Elahi, Ehsan, 2013. "Product bundling: Impacts of product heterogeneity and risk considerations," International Journal of Production Economics, Elsevier, vol. 144(1), pages 209-222.
    8. Jidong Zhou, 2017. "Competitive Bundling," Econometrica, Econometric Society, vol. 85, pages 145-172, January.
    9. Howell, Bronwyn E. & Potgieter, Petrus H., 2019. "Bagging bundle benefits in broadband and media mergers: Lessons from Sky/Vodafone for antitrust analysis," Telecommunications Policy, Elsevier, vol. 43(2), pages 128-139.
    10. Anja Lambrecht & Katja Seim & Naufel Vilcassim & Amar Cheema & Yuxin Chen & Gregory Crawford & Kartik Hosanagar & Raghuram Iyengar & Oded Koenigsberg & Robin Lee & Eugenio Miravete & Ozge Sahin, 2012. "Price discrimination in service industries," Marketing Letters, Springer, vol. 23(2), pages 423-438, June.
    11. Hemant K. Bhargava, 2013. "Mixed Bundling of Two Independently Valued Goods," Management Science, INFORMS, vol. 59(9), pages 2170-2185, September.
    12. Takanori Adachi & Takeshi Ebina & Makoto Hanazono, 2017. "Endogenous Product Boundary," Manchester School, University of Manchester, vol. 85(1), pages 13-40, January.
    13. Qingning Cao & Xianjun Geng & Jun Zhang, 2022. "Impact of channel structure on a manufacturer's bundling decision with an application to digital goods," Production and Operations Management, Production and Operations Management Society, vol. 31(4), pages 1679-1697, April.
    14. Stole, Lars A., 2007. "Price Discrimination and Competition," Handbook of Industrial Organization, in: Mark Armstrong & Robert Porter (ed.), Handbook of Industrial Organization, edition 1, volume 3, chapter 34, pages 2221-2299, Elsevier.
    15. Mark Armstrong, 2016. "Nonlinear Pricing," Annual Review of Economics, Annual Reviews, vol. 8(1), pages 583-614, October.
    16. Akifumi Ishihara & Noriyuki Yanagawa, 2013. "Dark Sides of Patent Pools with Compulsory Independent Licensing," CARF F-Series CARF-F-318, Center for Advanced Research in Finance, Faculty of Economics, The University of Tokyo.
    17. Hemant K. Bhargava, 2012. "Retailer-Driven Product Bundling in a Distribution Channel," Marketing Science, INFORMS, vol. 31(6), pages 1014-1021, November.
    18. Hanming Fang & Peter Norman, 2006. "To bundle or not to bundle," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 946-963, December.
    19. Girju, Marina & Prasad, Ashutosh & Ratchford, Brian T., 2013. "Pure Components versus Pure Bundling in a Marketing Channel," Journal of Retailing, Elsevier, vol. 89(4), pages 423-437.
    20. Gregory S. Crawford & Ali Yurukoglu, 2012. "The Welfare Effects of Bundling in Multichannel Television Markets," American Economic Review, American Economic Association, vol. 102(2), pages 643-685, April.

    More about this item

    JEL classification:

    • D4 - Microeconomics - - Market Structure, Pricing, and Design
    • L0 - Industrial Organization - - General
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:13916. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.