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Defying distance? The provision of services in the digital age

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  • Dahlstrand Rudin, Amanda

Abstract

Digital platforms are transforming services by making the physical distance between provider and user less relevant. I quantify the potential gains this flexibility offers in the context of digital primary care in Sweden, harnessing nationwide conditional random assignment between 200,000 patients and 150 doctors. I evaluate causal effects of matching patients of varying risks to doctors with different skills and assess counterfactual policies compared to random assignment. Matching patients at high risk of avoidable hospitalizations to doctors skilled at triaging reduces avoidable hospitalizations by 20% on aggregate - without affecting other adverse outcomes, such as counter-guideline antibiotics prescriptions. Conversely, matching the best triaging doctors to the richest patients leads to more avoidable hospitalizations, since the most vulnerable patients are often the poorest. Hence, remote matching can sever the link between local area income and service quality in favor of a needs-based assignment, improving the effectiveness and equity of service provision.

Suggested Citation

  • Dahlstrand Rudin, Amanda, 2022. "Defying distance? The provision of services in the digital age," LSE Research Online Documents on Economics 118042, London School of Economics and Political Science, LSE Library.
  • Handle: RePEc:ehl:lserod:118042
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    File URL: http://eprints.lse.ac.uk/118042/
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    1. Fadlon, Itzik & Van Parys, Jessica, 2020. "Primary care physician practice styles and patient care: Evidence from physician exits in Medicare," Journal of Health Economics, Elsevier, vol. 71(C).
    2. Raj Chetty & John N. Friedman & Jonah E. Rockoff, 2014. "Measuring the Impacts of Teachers I: Evaluating Bias in Teacher Value-Added Estimates," American Economic Review, American Economic Association, vol. 104(9), pages 2593-2632, September.
    3. John Guyton & Patrick Langetieg & Daniel Reck & Max Risch & Gabriel Zucman, 2021. "Tax Evasion at the Top of the Income Distribution: Theory and Evidence," NBER Working Papers 28542, National Bureau of Economic Research, Inc.
    4. Esteban Aucejo & Patrick Coate & Jane Cooley Fruehwirth & Sean Kelly & Zachary Mozenter, 2022. "Teacher Effectiveness and Classroom Composition: Understanding Match Effects in the Classroom," The Economic Journal, Royal Economic Society, vol. 132(648), pages 3047-3064.
    5. Marcella Alsan & Owen Garrick & Grant Graziani, 2019. "Does Diversity Matter for Health? Experimental Evidence from Oakland," American Economic Review, American Economic Association, vol. 109(12), pages 4071-4111, December.
    6. Marika Cabral & Marcus Dillender, 2021. "Gender Differences in Medical Evaluations: Evidence from Randomly Assigned Doctors," NBER Working Papers 29541, National Bureau of Economic Research, Inc.
    7. David Molitor, 2018. "The Evolution of Physician Practice Styles: Evidence from Cardiologist Migration," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 326-356, February.
    8. Heckman, James J. & Landerso, Rasmus, 2021. "Lessons from Denmark about Inequality and Social Mobility," IZA Discussion Papers 14185, Institute of Labor Economics (IZA).
    9. Doyle Jr., Joseph J. & Ewer, Steven M. & Wagner, Todd H., 2010. "Returns to physician human capital: Evidence from patients randomized to physician teams," Journal of Health Economics, Elsevier, vol. 29(6), pages 866-882, December.
    10. Charles F. Manski, 2018. "Reasonable patient care under uncertainty," Health Economics, John Wiley & Sons, Ltd., vol. 27(10), pages 1397-1421, October.
    11. Dan Zeltzer & Liran Einav & Joseph Rashba & Ran D. Balicer, 2021. "The Impact of Increased Access to Telemedicine," NBER Working Papers 28978, National Bureau of Economic Research, Inc.
    12. Jason Abaluck & Leila Agha & Chris Kabrhel & Ali Raja & Arjun Venkatesh, 2016. "The Determinants of Productivity in Medical Testing: Intensity and Allocation of Care," American Economic Review, American Economic Association, vol. 106(12), pages 3730-3764, December.
    13. Amy Finkelstein & Petra Persson & Maria Polyakova & Jesse M. Shapiro, 2022. "A Taste of Their Own Medicine: Guideline Adherence and Access to Expertise," American Economic Review: Insights, American Economic Association, vol. 4(4), pages 507-526, December.
    14. J. R. Lockwood & Daniel F. McCaffrey, 2009. "Exploring Student-Teacher Interactions in Longitudinal Achievement Data," Education Finance and Policy, MIT Press, vol. 4(4), pages 439-467, October.
    15. Bryan S. Graham & Guido W. Imbens & Geert Ridder, 2020. "Identification and Efficiency Bounds for the Average Match Function Under Conditionally Exogenous Matching," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 303-316, April.
    16. Charles F. Manski, 2018. "Response to commentaries on “Reasonable patient care under uncertainty”," Health Economics, John Wiley & Sons, Ltd., vol. 27(10), pages 1431-1434, October.
    17. Janet Currie & W. Bentley MacLeod, 2017. "Diagnosing Expertise: Human Capital, Decision Making, and Performance among Physicians," Journal of Labor Economics, University of Chicago Press, vol. 35(1), pages 1-43.
    18. Condie, Scott & Lefgren, Lars & Sims, David, 2014. "Teacher heterogeneity, value-added and education policy," Economics of Education Review, Elsevier, vol. 40(C), pages 76-92.
    19. Jason Abaluck & Leila Agha & David C. Chan Jr & Daniel Singer & Diana Zhu, 2020. "Fixing Misallocation with Guidelines: Awareness vs. Adherence," NBER Working Papers 27467, National Bureau of Economic Research, Inc.
    20. Benjamin Marx & Vincent Pons & Tavneet Suri, 2021. "Diversity and Team Performance in a Kenyan Organization," NBER Working Papers 28655, National Bureau of Economic Research, Inc.
    21. Maximilian Kasy, 2016. "Partial Identification, Distributional Preferences, and the Welfare Ranking of Policies," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 111-131, March.
    22. Frakes, Michael & Gruber, Jonathan & Jena, Anupam, 2021. "Is great information good enough? Evidence from physicians as patients," Journal of Health Economics, Elsevier, vol. 75(C).
    23. Joshua Goodman & Julia Melkers & Amanda Pallais, 2019. "Can Online Delivery Increase Access to Education?," Journal of Labor Economics, University of Chicago Press, vol. 37(1), pages 1-34.
    24. Charles F. Manski, 2004. "Statistical Treatment Rules for Heterogeneous Populations," Econometrica, Econometric Society, vol. 72(4), pages 1221-1246, July.
    25. Bond, Philip & Dow, James, 2021. "Failing to forecast rare events," Journal of Financial Economics, Elsevier, vol. 142(3), pages 1001-1016.
    26. Becker, Gary S, 1973. "A Theory of Marriage: Part I," Journal of Political Economy, University of Chicago Press, vol. 81(4), pages 813-846, July-Aug..
    27. Marx, Benjamin & Pons, Vincent & Suri, Tavneet, 2021. "Diversity and team performance in a Kenyan organization☆," Journal of Public Economics, Elsevier, vol. 197(C).
    28. David Cutler & Jonathan S. Skinner & Ariel Dora Stern & David Wennberg, 2019. "Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending," American Economic Journal: Economic Policy, American Economic Association, vol. 11(1), pages 192-221, February.
    29. Ilse Lindenlaub, 2017. "Sorting Multidimensional Types: Theory and Application," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(2), pages 718-789.
    30. Theodore Papageorgiou, 2014. "Learning Your Comparative Advantages," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 1263-1295.
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    More about this item

    Keywords

    skills; labor markets; health and inequality;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J40 - Labor and Demographic Economics - - Particular Labor Markets - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General

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