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Spatial competition with demand uncertainty: A laboratory experiment

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  • Aurélie Bonein
  • Stéphane Turolla

Abstract

Motivated by recent research on product differentiation, we conduct laboratory experiments to study how demand uncertainty influences firms' incentives to differentiate. We ground our experiment on a discrete version of the standard location‐then‐price game introduced by Hotelling (1929), and we consider different levels of demand uncertainty. We first derive the game equilibrium assuming risk‐neutral firms, and obtain the standard prediction that a high level of demand uncertainty generates more differentiation. Second, we extend the analysis to consider non‐risk neutral firms and markets with asymmetric risk profiles. We show that the game equilibrium can differ substantially according to the attitude to risk. Third, we compare our predictions with the experimental data and find that demand uncertainty acts as a differentiation force in the context of both symmetric markets composed of risk‐neutral or risk‐lover subjects and asymmetric markets. We find support also for the agglomeration effect arising from demand uncertainty for sufficiently risk‐averse subjects. Overall, these results might explain the opposite product differentiation strategies frequently observed in markets with fast‐evolving tastes (i.e., minimum or maximum differentiation). Finally, the data confirm that subjects differentiate to relax price competition and provide evidence of a strong positive relationship between differentiation and prices.

Suggested Citation

  • Aurélie Bonein & Stéphane Turolla, 2023. "Spatial competition with demand uncertainty: A laboratory experiment," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(4), pages 906-939, October.
  • Handle: RePEc:bla:jemstr:v:32:y:2023:i:4:p:906-939
    DOI: 10.1111/jems.12517
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    1. Balvers, Ronald & Szerb, Lazlo, 1996. "Location in the Hotelling duopoly model with demand uncertainty," European Economic Review, Elsevier, vol. 40(7), pages 1453-1461, August.
    2. Hiroshi Aiura, 2010. "“Signal-jamming” leads to “minimum differentiation” under demand uncertainty," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 45(2), pages 245-271, October.
    3. Schuetz, Jenny, 2015. "Why are Walmart and Target Next-Door neighbors?," Regional Science and Urban Economics, Elsevier, vol. 54(C), pages 38-48.
    4. Elizalde, Javier, 2013. "Competition in multiple characteristics: An empirical test of location equilibrium," Regional Science and Urban Economics, Elsevier, vol. 43(6), pages 938-950.
    5. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    6. Bonein, Aurélie & Turolla, Stéphane, 2009. "Sequential location under one-sided demand uncertainty," Research in Economics, Elsevier, vol. 63(3), pages 145-159, September.
    7. Steffen Huck & Wieland M¸ller, 2002. "The East End, the West End, and King's Cross: on Clustering in the Four-Player Hotelling Game," Economic Inquiry, Western Economic Association International, vol. 40(2), pages 231-240, April.
    8. Brown Kruse, Jamie & Schenk, David J., 2000. "Location, cooperation and communication: An experimental examination," International Journal of Industrial Organization, Elsevier, vol. 18(1), pages 59-80, January.
    9. Irmen, Andreas & Thisse, Jacques-Francois, 1998. "Competition in Multi-characteristics Spaces: Hotelling Was Almost Right," Journal of Economic Theory, Elsevier, vol. 78(1), pages 76-102, January.
    10. Asplund, Marcus, 2002. "Risk-averse firms in oligopoly," International Journal of Industrial Organization, Elsevier, vol. 20(7), pages 995-1012, September.
    11. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    12. Aurélie Bonein & Stéphane Turolla, 2009. "Sequential location under one-sided demand uncertainty," Post-Print hal-02387376, HAL.
    13. Janet S. Netz & Beck A. Taylor, 2002. "Maximum Or Minimum Differentiation? Location Patterns Of Retail Outlets," The Review of Economics and Statistics, MIT Press, vol. 84(1), pages 162-175, February.
    14. Kieron J. Meagher & Klaus G. Zauner, 2008. "Uncertainty in Spatial Duopoly with Possibly Asymmetric Distributions: a State Space Approach," CEPR Discussion Papers 579, Centre for Economic Policy Research, Research School of Economics, Australian National University.
    15. Steffen Andersen & Glenn Harrison & Morten Lau & E. Rutström, 2009. "Elicitation using multiple price list formats," Experimental Economics, Springer;Economic Science Association, vol. 12(3), pages 365-366, September.
    16. de Palma, A, et al, 1985. "The Principle of Minimum Differentiation Holds under Sufficient Heterogeneity," Econometrica, Econometric Society, vol. 53(4), pages 767-781, July.
    17. Drichoutis, Andreas & Lusk, Jayson, 2012. "Risk preference elicitation without the confounding effect of probability weighting," MPRA Paper 37762, University Library of Munich, Germany.
    18. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    19. Andersen, Steffen & Harrison, Glenn W. & Lau, Morten Igel & Rutström, Elisabet E., 2010. "Behavioral econometrics for psychologists," Journal of Economic Psychology, Elsevier, vol. 31(4), pages 553-576, August.
    20. Kieron Meagher & Klaus Zauner, 2005. "Location-then-price competition with uncertain consumer tastes," Economic Theory, Springer;Society for the Advancement of Economic Theory (SAET), vol. 25(4), pages 799-818, June.
    21. Harrison, Glenn W. & Lau, Morten I. & Elisabet Rutström, E., 2009. "Risk attitudes, randomization to treatment, and self-selection into experiments," Journal of Economic Behavior & Organization, Elsevier, vol. 70(3), pages 498-507, June.
    22. Picone, Gabriel A. & Ridley, David B. & Zandbergen, Paul A., 2009. "Distance decreases with differentiation: Strategic agglomeration by retailers," International Journal of Industrial Organization, Elsevier, vol. 27(3), pages 463-473, May.
    23. Barreda-Tarrazona, Iván & García-Gallego, Aurora & Georgantzís, Nikolaos & Andaluz-Funcia, Joaquín & Gil-Sanz, Agustín, 2011. "An experiment on spatial competition with endogenous pricing," International Journal of Industrial Organization, Elsevier, vol. 29(1), pages 74-83, January.
    24. Meagher, Kieron J. & Zauner, Klaus G., 2011. "Uncertain spatial demand and price flexibility: A state space approach to duopoly," Economics Letters, Elsevier, vol. 113(1), pages 26-28, October.
    25. Camacho-Cuena, Eva & Garcia-Gallego, Aurora & Georgantzis, Nikolaos & Sabater-Grande, Gerardo, 2005. "Buyer-seller interaction in experimental spatial markets," Regional Science and Urban Economics, Elsevier, vol. 35(2), pages 89-108, March.
    26. Collins, Richard & Sherstyuk, Katerina, 2000. "Spatial Competition with Three Firms: An Experimental Study," Economic Inquiry, Western Economic Association International, vol. 38(1), pages 73-94, January.
    27. Orzen, Henrik & Sefton, Martin, 2008. "An experiment on spatial price competition," International Journal of Industrial Organization, Elsevier, vol. 26(3), pages 716-729, May.
    28. John D. Hey & Chris Orme, 2018. "Investigating Generalizations Of Expected Utility Theory Using Experimental Data," World Scientific Book Chapters, in: Experiments in Economics Decision Making and Markets, chapter 3, pages 63-98, World Scientific Publishing Co. Pte. Ltd..
    29. David B. Ridley, 2008. "Herding versus Hotelling: Market Entry with Costly Information," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(3), pages 607-631, September.
    30. Brown-Kruse, Jamie & Cronshaw, Mark B & Schenk, David J, 1993. "Theory and Experiments on Spatial Competition," Economic Inquiry, Western Economic Association International, vol. 31(1), pages 139-165, January.
    31. repec:ulb:ulbeco:2013/1759 is not listed on IDEAS
    32. d'Aspremont, C & Gabszewicz, Jean Jaskold & Thisse, J-F, 1979. "On Hotelling's "Stability in Competition"," Econometrica, Econometric Society, vol. 47(5), pages 1145-1150, September.
    33. Economides, Nicholas, 1986. "Minimal and maximal product differentiation in Hotelling's duopoly," Economics Letters, Elsevier, vol. 21(1), pages 67-71.
    34. Unknown, 1986. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 1(4), pages 1-9.
    35. Cheng, Yi-Ling, 2014. "Vertical product differentiation under demand uncertainty," Economic Modelling, Elsevier, vol. 36(C), pages 51-57.
    36. Meagher, Kieron J. & Zauner, Klaus G., 2004. "Product differentiation and location decisions under demand uncertainty," Journal of Economic Theory, Elsevier, vol. 117(2), pages 201-216, August.
    37. F. Javier Casado-Izaga, 2000. "Location decisions: The role of uncertainty about consumer tastes," Journal of Economics, Springer, vol. 71(1), pages 31-46, February.
    38. Eckert, Andrew & He, Zhen & West, Douglas S., 2013. "An empirical examination of clustering and dispersion within Canadian shopping centers," Journal of Retailing and Consumer Services, Elsevier, vol. 20(6), pages 625-633.
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    More about this item

    JEL classification:

    • C72 - Mathematical and Quantitative Methods - - Game Theory and Bargaining Theory - - - Noncooperative Games
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior
    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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