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Welfare Implications of Proprietary Data Collection: An Application to Telematics in Auto Insurance

Author

Listed:
  • Imke Reimers

    (Northeastern University)

  • Benjamin R. Shiller

    (Brandeis University)

Abstract

Concerns about anti-competitive effects of proprietary data collection have motivated recent European data portability laws. We investigate such concerns and search for evidence of direct benefits of data collection in the context of Pay How You Drive (PHYD) auto insurance, which offers tailored discounts to drivers monitored by telematics devices. We exploit the staggered entry of PHYD insurance across states and insurers in a difference-in-differences framework, and we replicate the main findings using state insurance regulations as instruments for entry timing. We find a meaningful impact of PHYD programs on fatal accidents, but we find no evidence of antitrust concerns.

Suggested Citation

  • Imke Reimers & Benjamin R. Shiller, 2018. "Welfare Implications of Proprietary Data Collection: An Application to Telematics in Auto Insurance," Working Papers 119R, Brandeis University, Department of Economics and International Business School, revised May 2018.
  • Handle: RePEc:brd:wpaper:119r
    as

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    File URL: http://www.brandeis.edu/economics/RePEc/brd/doc/Brandeis_WP119R.pdf
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    References listed on IDEAS

    as
    1. Rodrigo Montes & Wilfried Sand-Zantman & Tommaso Valletti, 2019. "The Value of Personal Information in Online Markets with Endogenous Privacy," Management Science, INFORMS, vol. 65(3), pages 1342-1362, March.
    2. Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013. "Selection on Moral Hazard in Health Insurance," American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
    3. 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.
    4. Ian W. H. Parry, 2005. "Is Pay-as-You-Drive Insurance a Better Way to Reduce Gasoline than Gasoline Taxes?," American Economic Review, American Economic Association, vol. 95(2), pages 288-293, May.
    5. C. Kirabo Jackson & Henry S. Schneider, 2011. "Do Social Connections Reduce Moral Hazard? Evidence from the New York City Taxi Industry," American Economic Journal: Applied Economics, American Economic Association, vol. 3(3), pages 244-267, July.
    6. David Dranove & Ginger Zhe Jin, 2010. "Quality Disclosure and Certification: Theory and Practice," Journal of Economic Literature, American Economic Association, vol. 48(4), pages 935-963, December.
    7. Paul Klemperer, 1995. "Competition when Consumers have Switching Costs: An Overview with Applications to Industrial Organization, Macroeconomics, and International Trade," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 62(4), pages 515-539.
    8. 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.
    9. Benjamin Reed Shiller, 2013. "First Degree Price Discrimination Using Big Data," Working Papers 58, Brandeis University, Department of Economics and International Business School, revised Jan 2014.
    10. Rodrigo Montes & Wilfried Sand-Zantman & Tommaso Valletti, 2015. "The Value of Personal Information in Markets with Endogenous Privacy," CEIS Research Paper 352, Tor Vergata University, CEIS, revised 05 Aug 2015.
    11. Joel Waldfogel, 2015. "First Degree Price Discrimination Goes to School," Journal of Industrial Economics, Wiley Blackwell, vol. 63(4), pages 569-597, December.
    12. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    13. Henry Schneider, 2010. "Moral Hazard in Leasing Contracts: Evidence from the New York City Taxi Industry," Journal of Law and Economics, University of Chicago Press, vol. 53(4), pages 783-805.
    14. Klemperer, Paul D, 1987. "Entry Deterrence in Markets with Consumer Switching Costs," Economic Journal, Royal Economic Society, vol. 97(388a), pages 99-117, Supplemen.
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    Cited by:

    1. Calvano, Emilio & Polo, Michele, 2021. "Market power, competition and innovation in digital markets: A survey," Information Economics and Policy, Elsevier, vol. 54(C).
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    3. O’Connor, Jason & Wilson, Nathan E., 2021. "Reduced demand uncertainty and the sustainability of collusion: How AI could affect competition," Information Economics and Policy, Elsevier, vol. 54(C).
    4. Ehsan Valavi & Joel Hestness & Newsha Ardalani & Marco Iansiti, 2022. "Time and the Value of Data," Papers 2203.09118, arXiv.org.

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    More about this item

    Keywords

    Proprietary data; data portability; oligopoly; economic competition; asymmetric information;
    All these keywords.

    JEL classification:

    • D43 - Microeconomics - - Market Structure, Pricing, and Design - - - Oligopoly and Other Forms of Market Imperfection
    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • L13 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Oligopoly and Other Imperfect Markets
    • L40 - Industrial Organization - - Antitrust Issues and Policies - - - General

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