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Explaining switching behavior: Consumer attention and choice in car insurance market

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  • Kepp, Kaido
  • Männasoo, Kadri

Abstract

This study investigates consumer search frictions and choices for Motor Own Damage insurance among vehicle lessees in Estonia. Using a consumer-level annual panel dataset from Estonia’s largest insurance broker that comprises policy and insurance offers for 2010–2018, we apply a two-stage discrete choice model (building upon Hortaçsu et al., 2017) to identify sources of consumer inertia by separating attention and choice decisions given the documented switches to new providers. Consumers choose from a set of pre-listed offers corresponding to the best alternatives available in the market. Our results demonstrate that strong inertia is driven by consumer inattention, with considerable heterogeneity in inattention across consumer groups. Consumers’ decisions to switch or stay with their current provider reveal substantial price elasticity and only a modest influence of brand preference. Our estimates are confirmed by multiple robustness checks.

Suggested Citation

  • Kepp, Kaido & Männasoo, Kadri, 2025. "Explaining switching behavior: Consumer attention and choice in car insurance market," Journal of Economic Behavior & Organization, Elsevier, vol. 238(C).
  • Handle: RePEc:eee:jeborg:v:238:y:2025:i:c:s016726812500352x
    DOI: 10.1016/j.jebo.2025.107233
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    1. Kate Ho & Joseph Hogan & Fiona Scott Morton, 2017. "The impact of consumer inattention on insurer pricing in the Medicare Part D program," RAND Journal of Economics, RAND Corporation, vol. 48(4), pages 877-905, December.
    2. Stefano DellaVigna & Ulrike Malmendier, 2004. "Contract Design and Self-Control: Theory and Evidence," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(2), pages 353-402.
    3. Irene Maria Buso & John Hey, 2021. "Why do consumers not switch? An experimental investigation of a search and switch model," Theory and Decision, Springer, vol. 91(4), pages 445-476, November.
    4. Thaler, Richard H & Shefrin, H M, 1981. "An Economic Theory of Self-Control," Journal of Political Economy, University of Chicago Press, vol. 89(2), pages 392-406, April.
    5. Wilson, Chris M., 2012. "Market frictions: A unified model of search costs and switching costs," European Economic Review, Elsevier, vol. 56(6), pages 1070-1086.
    6. Antonio Gargano & Alberto G Rossi, 2018. "Does It Pay to Pay Attention?," The Review of Financial Studies, Society for Financial Studies, vol. 31(12), pages 4595-4649.
    7. Cheremukhin, Anton & Popova, Anna & Tutino, Antonella, 2015. "A theory of discrete choice with information costs," Journal of Economic Behavior & Organization, Elsevier, vol. 113(C), pages 34-50.
    8. Elahe Kordi Ghasrodashti, 2018. "Explaining brand switching behavior using pull–push–mooring theory and the theory of reasoned action," Journal of Brand Management, Palgrave Macmillan, vol. 25(4), pages 293-304, July.
    9. Stefano DellaVigna, 2009. "Psychology and Economics: Evidence from the Field," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 315-372, June.
    10. Elliot Lipnowski & Laurent Mathevet & Dong Wei, 2020. "Attention Management," American Economic Review: Insights, American Economic Association, vol. 2(1), pages 17-32, March.
    11. Jason Abaluck & Abi Adams-Prassl, 2021. "What do Consumers Consider Before They Choose? Identification from Asymmetric Demand Responses," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(3), pages 1611-1663.
    12. Wisnicki, Bartlomiej, 2022. "Consumer inertia fosters product quality," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 96(C).
    13. Benjamin Handel & Joshua Schwartzstein, 2018. "Frictions or Mental Gaps: What's Behind the Information We (Don't) Use and When Do We Care?," Journal of Economic Perspectives, American Economic Association, vol. 32(1), pages 155-178, Winter.
    14. Vithala R. Rao & Gary J. Russell & Hemant Bhargava & Alan Cooke & Tim Derdenger & Hwang Kim & Nanda Kumar & Irwin Levin & Yu Ma & Nitin Mehta & John Pracejus & R. Venkatesh, 2018. "Emerging Trends in Product Bundling: Investigating Consumer Choice and Firm Behavior," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 5(1), pages 107-120, March.
    15. Justine Hastings & Ali Hortaçsu & Chad Syverson, 2017. "Sales Force and Competition in Financial Product Markets: The Case of Mexico's Social Security Privatization," Econometrica, Econometric Society, vol. 85(6), pages 1723-1761, November.
    16. Paul Klemperer, 1987. "Markets with Consumer Switching Costs," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 102(2), pages 375-394.
    17. Ali Hortaçsu & Seyed Ali Madanizadeh & Steven L. Puller, 2017. "Power to Choose? An Analysis of Consumer Inertia in the Residential Electricity Market," American Economic Journal: Economic Policy, American Economic Association, vol. 9(4), pages 192-226, November.
    18. Gary Charness & Matthew Rabin, 2002. "Understanding Social Preferences with Simple Tests," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 117(3), pages 817-869.
    19. Eugenio J. Miravete & Ignacio Palacios-Huerta, 2014. "Consumer Inertia, Choice Dependence, and Learning from Experience in a Repeated Decision Problem," The Review of Economics and Statistics, MIT Press, vol. 96(3), pages 524-537, July.
    20. Schunk, Daniel & Winter, Joachim, 2009. "The relationship between risk attitudes and heuristics in search tasks: A laboratory experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 347-360, August.
    21. Elisabeth Honka, 2014. "Quantifying search and switching costs in the US auto insurance industry," RAND Journal of Economics, RAND Corporation, vol. 45(4), pages 847-884, December.
    22. Maria Polyakova, 2016. "Regulation of Insurance with Adverse Selection and Switching Costs: Evidence from Medicare Part D," American Economic Journal: Applied Economics, American Economic Association, vol. 8(3), pages 165-195, July.
    23. Bartosz Maćkowiak & Filip Matějka & Mirko Wiederholt, 2023. "Rational Inattention: A Review," Journal of Economic Literature, American Economic Association, vol. 61(1), pages 226-273, March.
    24. Hauser, John R & Wernerfelt, Birger, 1990. "An Evaluation Cost Model of Consideration Sets," Journal of Consumer Research, Journal of Consumer Research Inc., vol. 16(4), pages 393-408, March.
    25. Jõeveer, Karin & Kepp, Kaido, 2023. "What drives drivers? Switching, learning, and the impact of claims in car insurance," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    26. Florian Heiss & Daniel McFadden & Joachim Winter & Amelie Wuppermann & Bo Zhou, 2021. "Inattention and Switching Costs as Sources of Inertia in Medicare Part D," American Economic Review, American Economic Association, vol. 111(9), pages 2737-2781, September.
    27. Elisabeth Honka & Ali Hortaçsu & Maria Ana Vitorino, 2017. "Advertising, consumer awareness, and choice: evidence from the U.S. banking industry," RAND Journal of Economics, RAND Corporation, vol. 48(3), pages 611-646, August.
    28. Jason Abaluck & Jonathan Gruber, 2016. "Evolving Choice Inconsistencies in Choice of Prescription Drug Insurance," American Economic Review, American Economic Association, vol. 106(8), pages 2145-2184, August.
    29. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    30. Benjamin R. Handel, 2013. "Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts," American Economic Review, American Economic Association, vol. 103(7), pages 2643-2682, December.
    31. Steven D. Levitt & John A. List, 2007. "What Do Laboratory Experiments Measuring Social Preferences Reveal About the Real World?," Journal of Economic Perspectives, American Economic Association, vol. 21(2), pages 153-174, Spring.
    32. Klemperer, Paul D, 1987. "Entry Deterrence in Markets with Consumer Switching Costs," Economic Journal, Royal Economic Society, vol. 97(388a), pages 99-117, Supplemen.
    33. Mark Dean & Nathaniel Neligh, 2023. "Experimental Tests of Rational Inattention," Journal of Political Economy, University of Chicago Press, vol. 131(12), pages 3415-3461.
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