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Instrumental variable‐based assessment of the effect of psychotherapy on suicide attempts, health, and economic outcomes in schizophrenia

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  • Emely Ek Blæhr
  • Rikke Søgaard

Abstract

The literature on the effect of psychotherapy for schizophrenia is limited and characterized by small samples and possible bias from risk selection. We examined the effects of psychotherapy on suicide attempts and health and economic outcomes using an instrumental variable (IV) approach that exploits the variation in the propensities of hospital departments to prescribe psychotherapy. This was supplemented with naïve probit models as exogeneity could not be ruled out for all of the outcomes. The validity of the instrument was examined by distributional plots and various tests. The assumed randomness in referring patients to providers with high versus low propensities to psychotherapy appeared to be a critical aspect. Splitting the sample into homogeneous provider types did not substantially alter the results. Based on the IV results, we found no support for the effect of psychotherapy on suicide attempt, psychiatric readmission, assisted living, or labor market attachment. However, we cannot rule out smaller effects due to confidence intervals including the probit estimates. The main contribution of this study is new evidence on a broad range of outcomes and a large and representative population.

Suggested Citation

  • Emely Ek Blæhr & Rikke Søgaard, 2021. "Instrumental variable‐based assessment of the effect of psychotherapy on suicide attempts, health, and economic outcomes in schizophrenia," Health Economics, John Wiley & Sons, Ltd., vol. 30(4), pages 903-914, April.
  • Handle: RePEc:wly:hlthec:v:30:y:2021:i:4:p:903-914
    DOI: 10.1002/hec.4227
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    References listed on IDEAS

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    1. Souvik Banerjee & Pinka Chatterji & Kajal Lahiri, 2017. "Effects of Psychiatric Disorders on Labor Market Outcomes: A Latent Variable Approach Using Multiple Clinical Indicators," Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 184-205, February.
    2. Joseph J. Doyle Jr., 2007. "Child Protection and Child Outcomes: Measuring the Effects of Foster Care," American Economic Review, American Economic Association, vol. 97(5), pages 1583-1610, December.
    3. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    4. Brigham Frandsen & Lars Lefgren & Emily Leslie, 2023. "Judging Judge Fixed Effects," American Economic Review, American Economic Association, vol. 113(1), pages 253-277, January.
    5. Nicole Maestas & Kathleen J. Mullen & Alexander Strand, 2013. "Does Disability Insurance Receipt Discourage Work? Using Examiner Assignment to Estimate Causal Effects of SSDI Receipt," American Economic Review, American Economic Association, vol. 103(5), pages 1797-1829, August.
    6. Anirban Basu, 2014. "ESTIMATING PERSON‐CENTERED TREATMENT (PeT) EFFECTS USING INSTRUMENTAL VARIABLES: AN APPLICATION TO EVALUATING PROSTATE CANCER TREATMENTS," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 29(4), pages 671-691, June.
    7. repec:fth:prinin:455 is not listed on IDEAS
    8. Joseph J. Doyle Jr., 2008. "Child Protection and Adult Crime: Using Investigator Assignment to Estimate Causal Effects of Foster Care," Journal of Political Economy, University of Chicago Press, vol. 116(4), pages 746-770, August.
    9. Greve, Jane & Nielsen, Louise Herrup, 2013. "Useful beautiful minds—An analysis of the relationship between schizophrenia and employment," Journal of Health Economics, Elsevier, vol. 32(6), pages 1066-1076.
    10. 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.
    11. Dalsgaard, Søren & Nielsen, Helena Skyt & Simonsen, Marianne, 2014. "Consequences of ADHD medication use for children's outcomes," Journal of Health Economics, Elsevier, vol. 37(C), pages 137-151.
    12. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
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    1. Chris Sampson’s journal round-up for 29th March 2021
      by Chris Sampson in The Academic Health Economists' Blog on 2021-03-29 11:00:13

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