IDEAS home Printed from https://ideas.repec.org/a/taf/applec/44y2012i17p2245-2263.html
   My bibliography  Save this article

The value of health interventions: evaluating asthma case management using matching

Author

Listed:
  • Sylvia Brandt
  • Sara Gale
  • Ira Tager

Abstract

Despite large public investments in asthma interventions, there are few rigorous assessments of these programmes and little understanding of what comprises an effective intervention. There is a lack of appropriate data, little technical support is provided, and the programs themselves have little incentive to conduct these analyses. In this study, we apply optimal full matching using propensity scores to estimate the impact of an asthma intervention programme across a range of health outcomes. Our participation model is derived using the Deletion, Substitution and Addition (DSA) algorithm, a method used in epidemiology for model selection. We find that the asthma programme in question has no significant effect on participants that distinguishes them from matched nonparticipants, but it is not clear whether this is due to the effectiveness of the programme, heterogeneity of effects or barriers outside the programme's control. Our findings do show how current programmes could be modified to increase their effectiveness and better inform future research.

Suggested Citation

  • Sylvia Brandt & Sara Gale & Ira Tager, 2012. "The value of health interventions: evaluating asthma case management using matching," Applied Economics, Taylor & Francis Journals, vol. 44(17), pages 2245-2263, June.
  • Handle: RePEc:taf:applec:44:y:2012:i:17:p:2245-2263
    DOI: 10.1080/00036846.2011.564137
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1080/00036846.2011.564137
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1080/00036846.2011.564137?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Krieger, J.W. & Takaro, T.K. & Song, L. & Weaver, M., 2005. "The Seattle-King County Healthy Homes Project: A randomized, controlled trial of a community health worker intervention to decrease exposure to indoor asthma triggers," American Journal of Public Health, American Public Health Association, vol. 95(4), pages 652-659.
    2. Joshua D. Angrist, 1998. "Estimating the Labor Market Impact of Voluntary Military Service Using Social Security Data on Military Applicants," Econometrica, Econometric Society, vol. 66(2), pages 249-288, March.
    3. Newacheck, P.W. & Taylor, W.R., 1992. "Childhood chronic illness: Prevalence, severity, and impact," American Journal of Public Health, American Public Health Association, vol. 82(3), pages 364-371.
    4. Kewei Ming & Paul R. Rosenbaum, 2000. "Substantial Gains in Bias Reduction from Matching with a Variable Number of Controls," Biometrics, The International Biometric Society, vol. 56(1), pages 118-124, March.
    5. Perry, Cynthia D., 2008. "Does treating maternal depression improve child health management The case of pediatric asthma," Journal of Health Economics, Elsevier, vol. 27(1), pages 157-173, January.
    Full references (including those not matched with items on IDEAS)

    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. Augurzky, Boris & Kluve, Jochen, 2004. "Assessing the performance of matching algorithms when selection into treatment is strong," RWI Discussion Papers 21, RWI - Leibniz-Institut für Wirtschaftsforschung.
    2. Jochen Kluve & Boris Augurzky, 2007. "Assessing the performance of matching algorithms when selection into treatment is strong," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(3), pages 533-557.
    3. Brandt, Sylvia J. & Gale, Sara & Tager, Ira, 2009. "Estimation of Treatment Effect of Asthma Case Management Using Propensity Score Methods," Working Paper Series 53124, University of Massachusetts, Amherst, Department of Resource Economics.
    4. Sylvia Brandt & Sara Gale & Ira Tager, 2009. "Estimation of Treatment Effect of Asthma Case Management Using Propensity Score Methods," Working Papers 2009-3, University of Massachusetts Amherst, Department of Resource Economics.
    5. Jochen Kluve & Boris Augurzky, 2005. "Assessing the performance of matching algorithms when selection into treatment is strong," RWI Discussion Papers 0021, Rheinisch-Westfälisches Institut für Wirtschaftsforschung.
    6. repec:zbw:rwidps:0021 is not listed on IDEAS
    7. Emanuela Galasso & Martin Ravallion, 2004. "Social Protection in a Crisis: Argentina's Plan Jefes y Jefas," The World Bank Economic Review, World Bank, vol. 18(3), pages 367-399.
    8. Michael Gerfin & Michael Lechner, 2002. "A Microeconometric Evaluation of the Active Labour Market Policy in Switzerland," Economic Journal, Royal Economic Society, vol. 112(482), pages 854-893, October.
    9. Londregan, John & Vindigni, Andrea, 2006. "Voting as a Credible Threat," Papers 10-04-2006, Princeton University, Research Program in Political Economy.
    10. Matilde Cappelletti & Leonardo M. Giuffrida & Leonardo Maria Giuffrida, 2024. "Targeted Bidders in Government Tenders," CESifo Working Paper Series 11142, CESifo.
    11. Frölich, Markus & Michaelowa, Katharina, 2004. "Peer effects and textbooks in primary education: Evidence from francophone sub-Saharan Africa," HWWA Discussion Papers 311, Hamburg Institute of International Economics (HWWA).
    12. Menta, Giorgia & Lepinteur, Anthony & Clark, Andrew E. & Ghislandi, Simone & D'Ambrosio, Conchita, 2023. "Maternal genetic risk for depression and child human capital," Journal of Health Economics, Elsevier, vol. 87(C).
    13. Zhenzhen Xu & John D. Kalbfleisch, 2013. "Repeated Randomization and Matching in Multi-Arm Trials," Biometrics, The International Biometric Society, vol. 69(4), pages 949-959, December.
    14. Josh Angrist & David Autor & Sally Hudson & Amanda Pallais, 2015. "Evaluating Econometric Evaluations of Post-Secondary Aid," American Economic Review, American Economic Association, vol. 105(5), pages 502-507, May.
    15. Richard K. Crump & V. Joseph Hotz & Guido W. Imbens & Oscar A. Mitnik, 2006. "Moving the Goalposts: Addressing Limited Overlap in the Estimation of Average Treatment Effects by Changing the Estimand," NBER Technical Working Papers 0330, National Bureau of Economic Research, Inc.
    16. Victor Lavy & Analia Schlosser, 2005. "Targeted Remedial Education for Underperforming Teenagers: Costs and Benefits," Journal of Labor Economics, University of Chicago Press, vol. 23(4), pages 839-874, October.
    17. Jeannie Annan & Christopher Blattman & Dyan Mazurana & Khristopher Carlson, 2009. "Women and Girls at War: Wives , Mothers, and Fighters in the Lord s Resistance Army," HiCN Working Papers 63, Households in Conflict Network.
    18. Becker, Sascha & Hvide, Hans V, 2013. "Do entrepreneurs matter?," CAGE Online Working Paper Series 109, Competitive Advantage in the Global Economy (CAGE).
    19. Yusuke Narita, 2018. "Toward an Ethical Experiment," Cowles Foundation Discussion Papers 2127, Cowles Foundation for Research in Economics, Yale University.
    20. Guillermo Cruces & Martín A. Rossi & Ernesto Schargrodsky, 2023. "Dishonesty and Public Employment," American Economic Review: Insights, American Economic Association, vol. 5(4), pages 511-526, December.
    21. Sloczynski, Tymon, 2018. "A General Weighted Average Representation of the Ordinary and Two-Stage Least Squares Estimands," IZA Discussion Papers 11866, Institute of Labor Economics (IZA).

    More about this item

    Statistics

    Access and download statistics

    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:taf:applec:44:y:2012:i:17:p:2245-2263. 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 Longhurst (email available below). General contact details of provider: http://www.tandfonline.com/RAEC20 .

    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.