IDEAS home Printed from https://ideas.repec.org/a/inm/ormnsc/v68y2022i1p420-441.html
   My bibliography  Save this article

Time Is the Wisest Counselor of All: The Value of Provider–Patient Engagement Length in Home Healthcare

Author

Listed:
  • Hummy Song

    (Operations, Information, and Decisions Department, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104)

  • Elena Andreyeva

    (Department of Health Policy and Management, School of Public Health, Texas A&M University, College Station, Texas 77843)

  • Guy David

    (Health Care Management Department, The Wharton School, University of Pennsylvania, Philadelphia, Pennsylvania 19104)

Abstract

Home healthcare is a rapidly growing area of the health sector in the United States. We study its role in the shift toward value-based care, as it is viewed as an avenue for achieving reductions in the cost and utilization of expensive downstream healthcare services. Using a novel data set on home healthcare visits, we examine whether and how the amount of time that a provider spends during a home health visit with a recently discharged patient impacts the patient’s likelihood of being readmitted to the hospital. Because unobserved patient health status may influence both the length of a home health visit and the likelihood of hospital readmission, we use the within-provider average visit length of all other episodes’ visits conducted by each provider in the 30-day period before and after the focal visit as an instrument for visit length. Using this instrumental variable approach and controlling for operational, demographic, and patient condition-related characteristics, we find the following: on average, an extra minute during a focal home health visit is associated with a 1.39% decrease in the likelihood of readmission to the hospital following that visit. Our finding suggests that a 10% increase in visit length would decrease the likelihood of readmission following a home health visit by 6%. We document heterogeneity in this effect across different patient types and visit types. We conduct a cost–benefit analysis that suggests that the cost of investing in additional home health capacity is outweighed by the cost savings arising from fewer hospitalizations.

Suggested Citation

  • Hummy Song & Elena Andreyeva & Guy David, 2022. "Time Is the Wisest Counselor of All: The Value of Provider–Patient Engagement Length in Home Healthcare," Management Science, INFORMS, vol. 68(1), pages 420-441, January.
  • Handle: RePEc:inm:ormnsc:v:68:y:2022:i:1:p:420-441
    DOI: 10.1287/mnsc.2020.3921
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1287/mnsc.2020.3921
    Download Restriction: no

    File URL: https://libkey.io/10.1287/mnsc.2020.3921?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Kleibergen, Frank & Paap, Richard, 2006. "Generalized reduced rank tests using the singular value decomposition," Journal of Econometrics, Elsevier, vol. 133(1), pages 97-126, July.
    2. Evans, William N. & Garthwaite, Craig & Wei, Heng, 2008. "The impact of early discharge laws on the health of newborns," Journal of Health Economics, Elsevier, vol. 27(4), pages 843-870, July.
    3. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    4. Terza, Joseph V. & Basu, Anirban & Rathouz, Paul J., 2008. "Two-stage residual inclusion estimation: Addressing endogeneity in health econometric modeling," Journal of Health Economics, Elsevier, vol. 27(3), pages 531-543, May.
    5. Elliane Irani & Karen B Hirschman & Pamela Z Cacchione & Kathryn H Bowles, 2018. "How home health nurses plan their work schedules: A qualitative descriptive study," Journal of Clinical Nursing, John Wiley & Sons, vol. 27(21-22), pages 4066-4076, November.
    6. 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.
    7. Atul Gupta, 2021. "Impacts of Performance Pay for Hospitals: The Readmissions Reduction Program," American Economic Review, American Economic Association, vol. 111(4), pages 1241-1283, April.
    8. Diwas S. KC & Bradley R. Staats & Maryam Kouchaki & Francesca Gino, 2020. "Task Selection and Workload: A Focus on Completing Easy Tasks Hurts Performance," Management Science, INFORMS, vol. 66(10), pages 4397-4416, October.
    9. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    10. Jose A. Guajardo & Morris A. Cohen & Sang-Hyun Kim & Serguei Netessine, 2012. "Impact of Performance-Based Contracting on Product Reliability: An Empirical Analysis," Management Science, INFORMS, vol. 58(5), pages 961-979, May.
    11. Maria R. Ibanez & Michael W. Toffel, 2020. "How Scheduling Can Bias Quality Assessment: Evidence from Food-Safety Inspections," Management Science, INFORMS, vol. 66(6), pages 2396-2416, June.
    12. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    13. David, Guy & Kim, Kunhee Lucy, 2018. "The effect of workforce assignment on performance: Evidence from home health care," Journal of Health Economics, Elsevier, vol. 59(C), pages 26-45.
    14. Polsky, Daniel & David, Guy & Yang, Jianing & Kinosian, Bruce & Werner, Rachel M., 2014. "The effect of entry regulation in the health care sector: The case of home health," Journal of Public Economics, Elsevier, vol. 110(C), pages 1-14.
    15. Ann P. Bartel & Carri W. Chan & Song-Hee Kim, 2020. "Should Hospitals Keep Their Patients Longer? The Role of Inpatient Care in Reducing Postdischarge Mortality," Management Science, INFORMS, vol. 66(6), pages 2326-2346, June.
    16. Guy David & Evan Rawley & Daniel Polsky, 2013. "Integration and Task Allocation: Evidence from Patient Care," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(3), pages 617-639, September.
    17. Wooldridge, Jeffrey M., 2014. "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 182(1), pages 226-234.
    18. Song, Hummy & Tucker, Anita, 2016. "Performance Improvement in Health Care Organizations," Foundations and Trends(R) in Technology, Information and Operations Management, now publishers, vol. 9(3-4), pages 153-309, October.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Singha, Sumanta & Arha, Himanshu & Kar, Arpan Kumar, 2023. "Healthcare analytics: A techno-functional perspective," Technological Forecasting and Social Change, Elsevier, vol. 197(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Elena Andreyeva & Guy David & Hummy Song, 2018. "The Effects of Home Health Visit Length on Hospital Readmission," NBER Working Papers 24566, National Bureau of Economic Research, Inc.
    2. Hummy Song & Anita L. Tucker & Ryan Graue & Sarah Moravick & Julius J. Yang, 2020. "Capacity Pooling in Hospitals: The Hidden Consequences of Off-Service Placement," Management Science, INFORMS, vol. 66(9), pages 3825-3842, September.
    3. David T. Frazier & Eric Renault & Lina Zhang & Xueyan Zhao, 2020. "Weak Identification in Discrete Choice Models," Papers 2011.06753, arXiv.org, revised Jan 2021.
    4. Justus Haucap & Johannes Muck, 2015. "What drives the relevance and reputation of economics journals? An update from a survey among economists," Scientometrics, Springer;Akadémiai Kiadó, vol. 103(3), pages 849-877, June.
    5. Lippi Bruni, Matteo & Mammi, Irene & Ugolini, Cristina, 2016. "Does the extension of primary care practice opening hours reduce the use of emergency services?," Journal of Health Economics, Elsevier, vol. 50(C), pages 144-155.
    6. Caroline Krafft, 2020. "Why is fertility on the rise in Egypt? The role of women’s employment opportunities," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1173-1218, October.
    7. Doko Tchatoka, Firmin & Dufour, Jean-Marie, 2020. "Exogeneity tests, incomplete models, weak identification and non-Gaussian distributions: Invariance and finite-sample distributional theory," Journal of Econometrics, Elsevier, vol. 218(2), pages 390-418.
    8. Woutersen, Tiemen & Hausman, Jerry A., 2019. "Increasing the power of specification tests," Journal of Econometrics, Elsevier, vol. 211(1), pages 166-175.
    9. Manuel Denzer, 2019. "Estimating Causal Effects in Binary Response Models with Binary Endogenous Explanatory Variables - A Comparison of Possible Estimators," Working Papers 1916, Gutenberg School of Management and Economics, Johannes Gutenberg-Universität Mainz.
    10. Daria Denti, 2022. "Looking ahead in anger: The effects of foreign migration on youth resentment in England," Journal of Regional Science, Wiley Blackwell, vol. 62(2), pages 578-603, March.
    11. Fang Hai & Miller Nolan H. & Rizzo John & Zeckhauser Richard, 2011. "Demanding Customers: Consumerist Patients and Quality of Care," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 11(1), pages 1-51, September.
    12. Bergé, Laurent & Carayol, Nicolas & Roux, Pascale, 2018. "How do inventor networks affect urban invention?," Regional Science and Urban Economics, Elsevier, vol. 71(C), pages 137-162.
    13. Spring, Eva & Grossmann, Volker, 2013. "Does Bilateral Trust Affect International Movement of Goods and Labor?," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79956, Verein für Socialpolitik / German Economic Association.
    14. Deiana, C, 2016. "Local Labour Market Effects of Unemployment on Crime Induced by Trade Shocks," Economics Discussion Papers 16529, University of Essex, Department of Economics.
    15. Thomas E. Guerrero & C. Angelo Guevara & Elisabetta Cherchi & Juan de Dios Ortúzar, 2021. "Addressing endogeneity in strategic urban mode choice models," Transportation, Springer, vol. 48(4), pages 2081-2102, August.
    16. Haiyang Lu & Peishan Tong & Rong Zhu, 2020. "Longitudinal Evidence on Social Trust and Happiness in China: Causal Effects and Mechanisms," Journal of Happiness Studies, Springer, vol. 21(5), pages 1841-1858, June.
    17. Xi Chen & Ralf van der Lans & Michael Trusov, 2021. "Efficient Estimation of Network Games of Incomplete Information: Application to Large Online Social Networks," Management Science, INFORMS, vol. 67(12), pages 7575-7598, December.
    18. Catherine Laffineur & Maria Minniti & Benjamin Montmartin, 2023. "Does Knowledge in Management Foster Firm Creation and Performance?," GREDEG Working Papers 2023-19, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    19. Cullen F. Goenner, 2011. "Simultaneity between Trade and Conflict: Endogenous Instruments of Mass Destruction," Conflict Management and Peace Science, Peace Science Society (International), vol. 28(5), pages 459-477, November.
    20. Sangyup Choi & Davide Furceri & Chansik Yoon, 2021. "Policy uncertainty and foreign direct investment," Review of International Economics, Wiley Blackwell, vol. 29(2), pages 195-227, May.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:inm:ormnsc:v:68:y:2022:i:1:p:420-441. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Chris Asher (email available below). General contact details of provider: https://edirc.repec.org/data/inforea.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.