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Range‐Dependent Attribute Weighting in Consumer Choice: An Experimental Test

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  • Jason Somerville

Abstract

This paper investigates whether the range of an attribute's outcomes in the choice set alters its relative importance. I derive distinguishing predictions of two prominent theories of range‐dependent attribute weighting: the focusing model of Kőszegi and Szeidl (2013) and the relative thinking model of Bushong, Rabin, and Schwartzstein (2021). I test these predictions in a laboratory experiment in which I vary the prices of high‐ and low‐quality variants of multiple products. The data provide clear evidence of choice‐set dependence consistent with relative thinking: price increases that expand the range of prices in the choice set lead to more purchases. Structural estimates imply economically meaningful effect sizes: the average participant was willing to pay around 17% more when a seemingly irrelevant option is added to their choice set.

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  • Jason Somerville, 2022. "Range‐Dependent Attribute Weighting in Consumer Choice: An Experimental Test," Econometrica, Econometric Society, vol. 90(2), pages 799-830, March.
  • Handle: RePEc:wly:emetrp:v:90:y:2022:i:2:p:799-830
    DOI: 10.3982/ECTA18412
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    1. Xavier Gabaix, 2014. "A Sparsity-Based Model of Bounded Rationality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1661-1710.
    2. Dahremöller, Carsten & Fels, Markus, 2015. "Product lines, product design, and limited attention," Journal of Economic Behavior & Organization, Elsevier, vol. 119(C), pages 437-456.
    3. Ben Gillen & Erik Snowberg & Leeat Yariv, 2019. "Experimenting with Measurement Error: Techniques with Applications to the Caltech Cohort Study," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1826-1863.
    4. Ori Heffetz & Moses Shayo, 2009. "How Large Are Non-Budget-Constraint Effects of Prices on Demand?," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 170-199, October.
    5. Pedro Bordalo & Nicola Gennaioli & Andrei Shleifer, 2013. "Salience and Consumer Choice," Journal of Political Economy, University of Chicago Press, vol. 121(5), pages 803-843.
    6. Landry, Peter & Webb, Ryan, 2021. "Pairwise normalization: A neuroeconomic theory of multi-attribute choice," Journal of Economic Theory, Elsevier, vol. 193(C).
    7. Huber, Joel & Puto, Christopher, 1983. "Market Boundaries and Product Choice: Illustrating Attraction and Substitution Effects," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 10(1), pages 31-44, June.
    8. 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.
    9. Botond Koszegi & Adam Szeidl, 2013. "A Model of Focusing in Economic Choice," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 53-104.
    10. Markus Dertwinkel-Kalt & Holger Gerhardt & Gerhard Riener & Frederik Schwerter & Louis Strang, 2022. "Concentration Bias in Intertemporal Choice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 89(3), pages 1314-1334.
    11. Ola Andersson & Jim Ingebretsen Carlson & Erik Wengström, 2021. "Differences Attract: An Experimental Study of Focusing in Economic Choice," The Economic Journal, Royal Economic Society, vol. 131(639), pages 2671-2692.
    12. Huber, Joel & Payne, John W & Puto, Christopher, 1982. "Adding Asymmetrically Dominated Alternatives: Violations of Regularity and the Similarity Hypothesis," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 9(1), pages 90-98, June.
    13. Asher Wolinsky, 1983. "Prices as Signals of Product Quality," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 50(4), pages 647-658.
    14. Emir Kamenica, 2008. "Contextual Inference in Markets: On the Informational Content of Product Lines," American Economic Review, American Economic Association, vol. 98(5), pages 2127-2149, December.
    15. Timothy N. Cason & Charles R. Plott, 2014. "Misconceptions and Game Form Recognition: Challenges to Theories of Revealed Preference and Framing," Journal of Political Economy, University of Chicago Press, vol. 122(6), pages 1235-1270.
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    Cited by:

    1. Karle, Heiko & Kerzenmacher, Florian & Schumacher, Heiner & Verboven, Frank, 2023. "Search Costs and Context Effects," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277612, Verein für Socialpolitik / German Economic Association.
    2. Zhuo Chen & Russell Golman & Jason Somerville, 2024. "Menu-dependent risk attitudes: Theory and evidence," Journal of Risk and Uncertainty, Springer, vol. 68(1), pages 77-105, February.
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    4. McGowan, Féidhlim P. & Denny, Eleanor & Lunn, Peter D., 2023. "Looking beyond time preference: Testing potential causes of low willingness to pay for fuel economy improvements," Resource and Energy Economics, Elsevier, vol. 75(C).
    5. Changkuk Im, 2023. "Accurate Quality Elicitation in a Multi-Attribute Choice Setting," Papers 2309.00114, arXiv.org, revised Dec 2023.

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