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The value of registry data for consumption analysis: an application to health shocks

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  • Kolsrud, Jonas
  • Landais, Camille
  • Spinnewijn, Johannes

Abstract

This paper measures consumption expenditures using registry data on income and asset holdings in Sweden. We show how a registry-based measure complements traditional survey measures of consumption and can alleviate some critical limitations. We describe the construction of our measure, which builds on prior work and exploits the identity coming from the household budget constraint between consumption expenditures and income net of savings. We demonstrate the value of the registry-based measure to study consumption responses to shocks, also relative to surveyed consumption. In our application to health shocks, we find that Swedish household experience permanent earning drops, but generous social transfers provide substantial consumption smoothing. We document important heterogeneity in consumption responses and the limited role for private means.

Suggested Citation

  • Kolsrud, Jonas & Landais, Camille & Spinnewijn, Johannes, 2019. "The value of registry data for consumption analysis: an application to health shocks," LSE Research Online Documents on Economics 102365, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:102365
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    1. Claus Thustrup Kreiner & David Dreyer Lassen & Søren Leth-Petersen, 2014. "Measuring the Accuracy of Survey Responses Using Administrative Register Data: Evidence from Denmark," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 289-307, National Bureau of Economic Research, Inc.
    2. Lorenz Kueng & Scott R. Baker & Michaela Pagel & Steffen Meyer, 2018. "Measurement Error in Imputed Consumption," NBER Chapters, in: Trans-Atlantic Public Economics Seminar 2018, National Bureau of Economic Research, Inc.
    3. Leandro Medina & Mr. Friedrich Schneider, 2018. "Shadow Economies Around the World: What Did We Learn Over the Last 20 Years?," IMF Working Papers 2018/017, International Monetary Fund.
    4. Ralph Koijen & Stijn Van Nieuwerburgh & Roine Vestman, 2014. "Judging the Quality of Survey Data by Comparison with "Truth" as Measured by Administrative Records: Evidence From Sweden," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 308-346, National Bureau of Economic Research, Inc.
    5. Amy Finkelstein & Erzo F. P. Luttmer & Matthew J. Notowidigdo, 2013. "What Good Is Wealth Without Health? The Effect Of Health On The Marginal Utility Of Consumption," Journal of the European Economic Association, European Economic Association, vol. 11, pages 221-258, January.
    6. Camille Landais & Johannes Spinnewijn, 2021. "The Value of Unemployment Insurance [Choice Inconsistencies Among the Elderly: Evidence from Plan Choice in the Medicare Part D Program]," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(6), pages 3041-3085.
    7. Fagereng, Andreas & Halvorsen, Elin, 2017. "Imputing consumption from Norwegian income and wealth registry data," Journal of Economic and Social Measurement, IOS Press, issue 1, pages 67-100.
    8. Pistaferri, Luigi, 2015. "Household consumption: Research questions, measurement issues, and data collection strategies," Journal of Economic and Social Measurement, IOS Press, issue 1-4, pages 123-149.
    9. Richard Blundell & Luigi Pistaferri & Ian Preston, 2008. "Consumption Inequality and Partial Insurance," American Economic Review, American Economic Association, vol. 98(5), pages 1887-1921, December.
    10. Jonas Kolsrud & Camille Landais & Peter Nilsson & Johannes Spinnewijn, 2018. "The Optimal Timing of Unemployment Benefits: Theory and Evidence from Sweden," American Economic Review, American Economic Association, vol. 108(4-5), pages 985-1033, April.
    11. Chetty, Raj, 2006. "A general formula for the optimal level of social insurance," Journal of Public Economics, Elsevier, vol. 90(10-11), pages 1879-1901, November.
    12. Jonathan Heathcote & Kjetil Storesletten & Giovanni L. Violante, 2014. "Consumption and Labor Supply with Partial Insurance: An Analytical Framework," American Economic Review, American Economic Association, vol. 104(7), pages 2075-2126, July.
    13. Poterba, James M, 1992. "Taxation and Housing: Old Questions, New Answers," American Economic Review, American Economic Association, vol. 82(2), pages 237-242, May.
    14. Melvin Stephens, 2001. "The Long-Run Consumption Effects Of Earnings Shocks," The Review of Economics and Statistics, MIT Press, vol. 83(1), pages 28-36, February.
    15. Steffan Ball & Hamish Low, 2014. "Do Self-insurance and Disability Insurance Prevent Consumption Loss on Disability?," Economica, London School of Economics and Political Science, vol. 81(323), pages 468-490, July.
    16. Cullen, Julie Berry & Gruber, Jonathan, 2000. "Does Unemployment Insurance Crowd Out Spousal Labor Supply?," Journal of Labor Economics, University of Chicago Press, vol. 18(3), pages 546-572, July.
    17. David Autor & Andreas Kostøl & Magne Mogstad & Bradley Setzler, 2019. "Disability Benefits, Consumption Insurance, and Household Labor Supply," American Economic Review, American Economic Association, vol. 109(7), pages 2613-2654, July.
    18. Adam Bee & Bruce D. Meyer & James X. Sullivan, 2013. "The Validity of Consumption Data: Are the Consumer Expenditure Interview and Diary Surveys Informative?," NBER Chapters, in: Improving the Measurement of Consumer Expenditures, pages 204-240, National Bureau of Economic Research, Inc.
    19. Baily, Martin Neil, 1978. "Some aspects of optimal unemployment insurance," Journal of Public Economics, Elsevier, vol. 10(3), pages 379-402, December.
    20. Martin Browning & S¯ren Leth-Petersen, 2003. "Imputing consumption from income and wealth information," Economic Journal, Royal Economic Society, vol. 113(488), pages 282-301, June.
    21. Hamish Low & Luigi Pistaferri, 2015. "Disability Insurance and the Dynamics of the Incentive Insurance Trade-Off," American Economic Review, American Economic Association, vol. 105(10), pages 2986-3029, October.
    22. Orazio P. Attanasio & Luigi Pistaferri, 2016. "Consumption Inequality," Journal of Economic Perspectives, American Economic Association, vol. 30(2), pages 3-28, Spring.
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    Cited by:

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    2. Kárpáti, D.;, 2022. "Household Finance and Life-Cycle Economic Decisions under the Shadow of Cancer," Health, Econometrics and Data Group (HEDG) Working Papers 22/16, HEDG, c/o Department of Economics, University of York.
    3. Liepmann, Hannah & Pignatti, Clemente, 2024. "Welfare effects of unemployment benefits when informality is high," Journal of Public Economics, Elsevier, vol. 229(C).
    4. Marco Di Maggio & Amir Kermani & Kaveh Majlesi, 2020. "Stock Market Returns and Consumption," Journal of Finance, American Finance Association, vol. 75(6), pages 3175-3219, December.
    5. Francesco Pappadà, 2022. "The Dynamics of Tax Compliance," Working Papers halshs-03634401, HAL.
    6. Kárpáti, Daniel, 2023. "Essays in finance & health," Other publications TiSEM 5505e140-1f4d-4f61-a5a5-e, Tilburg University, School of Economics and Management.
    7. Bastani, Spencer & Karlsson, Kristina & Kolsrud, Jonas & Waldenström, Daniel, 2024. "The Capital Advantage: Comparing Returns to Ability in the Labor and Capital Markets," Working Papers in Economics and Statistics 1/2024, Linnaeus University, School of Business and Economics, Department of Economics and Statistics.
    8. Wei Fu & Chen Huang & Feng Liu, 2023. "Unemployment benefits, food insecurity, and supplemental nutrition assistance program spending," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(2), pages 479-502, March.

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    More about this item

    Keywords

    Consumption; Measurement; Registry data; Health shocks; 679704; 716485;
    All these keywords.

    JEL classification:

    • J1 - Labor and Demographic Economics - - Demographic Economics
    • N0 - Economic History - - General

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