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Fragmented division of labor and healthcare costs: Evidence from moves across regions

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  • Agha, Leila
  • Frandsen, Brigham
  • Rebitzer, James B.

Abstract

Policies aiming to improve healthcare productivity often focus on reducing care fragmentation. Care fragmentation occurs when services are spread across many providers, potentially making coordination difficult. Using Medicare claims data, we analyze the effect of moving to a region with more fragmented care delivery. We find that 60% of regional variation in care fragmentation is independent of patients' individual demand for care and moving to a region with 1 SD higher fragmentation increases care utilization by 10%. When patients move to more fragmented regions, they increase their use of specialists and have fewer encounters with primary care physicians. More fragmented regions have more intensive care provision on many margins, including services sometimes associated with overutilization (hospitalizations, emergency department visits, repeat imaging studies) as well as services associated with high value care (vaccines, guideline concordant for diabetics).

Suggested Citation

  • Agha, Leila & Frandsen, Brigham & Rebitzer, James B., 2019. "Fragmented division of labor and healthcare costs: Evidence from moves across regions," Journal of Public Economics, Elsevier, vol. 169(C), pages 144-159.
  • Handle: RePEc:eee:pubeco:v:169:y:2019:i:c:p:144-159
    DOI: 10.1016/j.jpubeco.2018.11.001
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    1. Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017. "What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," The Quarterly Journal of Economics, Oxford University Press, vol. 132(3), pages 1261-1318.
    2. Brigham Frandsen & Michael Powell & James B. Rebitzer, 2019. "Sticking points: common‐agency problems and contracting in the US healthcare system," RAND Journal of Economics, RAND Corporation, vol. 50(2), pages 251-285, June.
    3. Gary S. Becker & Kevin M. Murphy, 1994. "The Division of Labor, Coordination Costs, and Knowledge," NBER Chapters, in: Human Capital: A Theoretical and Empirical Analysis with Special Reference to Education, Third Edition, pages 299-322, National Bureau of Economic Research, Inc.
    4. Leila Agha & Keith Marzilli Ericson & Kimberley H. Geissler & James B. Rebitzer, 2018. "Team Formation and Performance: Evidence from Healthcare Referral Networks," NBER Working Papers 24338, National Bureau of Economic Research, Inc.
    5. Peter Hull, 2018. "Estimating Treatment Effects in Mover Designs," Papers 1804.06721, arXiv.org.
    6. M. Kate Bundorf, 2016. "Consumer-Directed Health Plans: A Review Of The Evidence," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(1), pages 9-41, January.
    7. Amy Finkelstein & Matthew Gentzkow & Heidi Williams, 2016. "Sources of Geographic Variation in Health Care: Evidence From PatientMigration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1681-1726.
    8. Papanicolas, Irene & Woskie, Liana R. & Jha, Ashish K., 2018. "Health care spending in the United States and other high-income countries," LSE Research Online Documents on Economics 87362, London School of Economics and Political Science, LSE Library.
    9. Agha, Leila, 2014. "The effects of health information technology on the costs and quality of medical care," Journal of Health Economics, Elsevier, vol. 34(C), pages 19-30.
    10. Brigham Frandsen & James B. Rebitzer, 2014. "Structuring Incentives Within Organizations: The Case of Accountable Care Organizations," NBER Working Papers 20034, National Bureau of Economic Research, Inc.
    11. Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), 2011. "Handbook of Health Economics," Handbook of Health Economics, Elsevier, volume 2, number 2.
    12. Randall D. Cebul & James B. Rebitzer & Lowell J. Taylor & Mark E. Votruba, 2008. "Organizational Fragmentation and Care Quality in the U.S. Healthcare System," Journal of Economic Perspectives, American Economic Association, vol. 22(4), pages 93-113, Fall.
    13. Amitabh Chandra & Douglas O. Staiger, 2007. "Productivity Spillovers in Health Care: Evidence from the Treatment of Heart Attacks," Journal of Political Economy, University of Chicago Press, vol. 115, pages 103-140.
    14. Catherine M. DesRoches & Kirsten A. Barrett & Bonnie E. Harvey & Rachel Kogan & James D. Reschovsky & Bruce E. Landon & Lawrence P. Casalino & Stephen M. Shortell & Eugene C. Rich, "undated". "The Results Are Only as Good as the Sample: Assessing Three National Physician Sampling Frames," Mathematica Policy Research Reports dd9415f7585d4e4687e20b71c, Mathematica Policy Research.
    15. Deborah Peikes & Arnold Chen & Jennifer Schore & Randall Brown, 2009. "Effects of Care Coordination on Hospitalization, Quality of Care, and Health Care Expenditures Among Medicare Beneficiaries: 15 Randomized Trials," Mathematica Policy Research Reports ce70f11be1b44e2c8590b9cf5, Mathematica Policy Research.
    16. repec:mpr:mprres:6184 is not listed on IDEAS
    17. David Cutler & Jonathan Skinner & Ariel Dora Stern & David Wennberg, 2013. "Physician Beliefs and Patient Preferences: A New Look at Regional Variation in Health Care Spending," NBER Working Papers 19320, National Bureau of Economic Research, Inc.
    18. Katherine Baicker & Amitabh Chandra, 2004. "The Productivity of Physician Specialization: Evidence from the Medicare Program," American Economic Review, American Economic Association, vol. 94(2), pages 357-361, May.
    19. Skinner, Jonathan, 2011. "Causes and Consequences of Regional Variations in Health Care," Handbook of Health Economics, in: Mark V. Pauly & Thomas G. Mcguire & Pedro P. Barros (ed.), Handbook of Health Economics, volume 2, chapter 0, pages 45-93, Elsevier.
    20. repec:mpr:mprres:d9e9df2f5dc14f3d878555d3d9255cbe is not listed on IDEAS
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    Cited by:

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    3. Péter Elek & Anita Győrfi & Nóra Kungl & Dániel Prinz, 2023. "Geographic and Socioeconomic Variation in Healthcare: Evidence from Migration," CERS-IE WORKING PAPERS 2318, Institute of Economics, Centre for Economic and Regional Studies.
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    5. Moura, Ana, 2021. "Essays in health economics," Other publications TiSEM c93abd22-fa4a-42a5-b172-d, Tilburg University, School of Economics and Management.
    6. Leila Agha & Keith Marzilli Ericson & Kimberley H. Geissler & James B. Rebitzer, 2022. "Team Relationships and Performance: Evidence from Healthcare Referral Networks," Management Science, INFORMS, vol. 68(5), pages 3735-3754, May.
    7. Ivan Badinski & Amy Finkelstein & Matthew Gentzkow & Peter Hull, 2023. "Geographic Variation in Healthcare Utilization: The Role of Physicians," NBER Working Papers 31749, National Bureau of Economic Research, Inc.
    8. Ericson, Keith Marzilli & Sacarny, Adam & Zhou, Annetta, 2023. "Dangerous prescribing and healthcare fragmentation: Evidence from opioids," Journal of Public Economics, Elsevier, vol. 225(C).
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    11. David G. Lugo‐Palacios & Jonathan M. Clarke & Søren Rud Kristensen, 2023. "Back to basics: A mediation analysis approach to addressing the fundamental questions of integrated care evaluations," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 2080-2097, September.
    12. Dan Zeltzer, 2020. "Gender Homophily in Referral Networks: Consequences for the Medicare Physician Earnings Gap," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 169-197, April.
    13. Zeltzer, Dan & Einav, Liran & Chasid, Avichai & Balicer, Ran D., 2021. "Supply-side variation in the use of emergency departments," Journal of Health Economics, Elsevier, vol. 78(C).
    14. Böckerman, Petri & Laine, Liisa T. & Nurminen, Mikko & Saxell, Tanja, 2020. "Information Integration, Coordination Failures, and Quality of Prescribing," Working Papers 135, VATT Institute for Economic Research.
    15. Tamara Bischof & Boris Kaiser, 2021. "Who cares when you close down? The effects of primary care practice closures on patients," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2004-2025, September.
    16. Ana Moura & Martin Salm & Rudy Douven & Minke Remmerswaal, 2019. "Causes of regional variation in Dutch healthcare expenditures: Evidence from movers," Health Economics, John Wiley & Sons, Ltd., vol. 28(9), pages 1088-1098, September.
    17. Marika Cabral & Colleen Carey & Jinyeong Son, 2023. "Partial Outsourcing of Public Programs: Evidence on Determinants of Choice in Medicare," NBER Working Papers 31141, National Bureau of Economic Research, Inc.
    18. Joseph J. Doyle Jr., 2020. "Physician Characteristics and Patient Survival: Evidence from Physician Availability," NBER Working Papers 27458, National Bureau of Economic Research, Inc.
    19. Clemente, Jesús & Lázaro-Alquézar, Angelina & Montañés, Antonio, 2019. "US state health expenditure convergence: A revisited analysis," Economic Modelling, Elsevier, vol. 83(C), pages 210-220.
    20. A. James O'Malley & Thomas A. Bubolz & Jonathan S. Skinner, 2021. "The Diffusion of Health Care Fraud: A Network Analysis," NBER Working Papers 28560, National Bureau of Economic Research, Inc.
    21. Chen, Alice J. & Munnich, Elizabeth L. & Parente, Stephen T. & Richards, Michael R., 2023. "Provider turf wars and Medicare payment rules," Journal of Public Economics, Elsevier, vol. 218(C).
    22. Luke B. Connelly & Gianluca Fiorentini, 2021. "Structural factors and integrated care interventions: is there a role for economists in the policy debate?," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(8), pages 1141-1150, November.
    23. Leila Agha & Keith Marzilli Ericson & Kimberley H. Geissler & James B. Rebitzer, 2018. "Team Formation and Performance: Evidence from Healthcare Referral Networks," NBER Working Papers 24338, National Bureau of Economic Research, Inc.
    24. Stefan Sliwa Ruiz & Malte Becker & Thomas Hone & Rudi Rocha, 2023. "Doctor Turnover and Health Outcomes: Evidence from the Exit of Cuban Doctors in Brazil," Working Papers 18, Instituto de Estudos para Políticas de Saúde.
    25. Sebastian Linde, 2019. "The formation of physician patient sharing networks in medicare: Exploring the effect of hospital affiliation," Health Economics, John Wiley & Sons, Ltd., vol. 28(12), pages 1435-1448, December.

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    More about this item

    Keywords

    Health economics; Health care fragmentation; Organization and productivity;
    All these keywords.

    JEL classification:

    • D20 - Microeconomics - - Production and Organizations - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General

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