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The illness trap: The impact of disability benefits on willingness to receive HCV treatment

Author

Listed:
  • Giachello, Marta
  • Leporatti, Lucia
  • Levaggi, Rosella
  • Montefiori, Marcello
Abstract
Health care is assumed to be a primary good, implying that patients should always demand or accept treatments that may enhance their life expectancy and quality of life, especially if the risks associated with the treatment are low. We argue that, especially in countries with a well-developed welfare state, treating an invalidating condition may lead to opportunity costs in terms of reduced disability allowances that may represent a barrier to treatment for low-income individuals. We test this hypothesis by applying a recursive bivariate probit approach to population data from an ad hoc administrative database for Liguria (an Italian administrative region). The dataset includes data for more than 8 thousand people affected by hepatitis C Virus (HCV) infection between 2013 and 2020. After the discovery of new direct-acting antivirals (DAAs) in 2014, HCV eradication may now be possible. However, despite the national and international efforts, several patients diagnosed with HCV choose not to undergo drug therapy despite the adverse consequences for their personal health and relevant costs to the national health system. We show that five years after the implementation of the new drugs, approximately 41 % of the diagnosed population in Liguria remains untreated. This percentage increases to 64 % within the subgroup entitled to disability benefits and characterized by lower income levels. The “illness trap” effect is more substantial for older people but also low-income patients. Moreover, we find that this effect is higher in patients with an intermediate range of comorbidities; indeed, these patients are at a higher risk of losing economic benefits if they recover from HCV. These results suggest the need for healthcare policies addressing this distorting effect when designing benefit programs and granting financial benefits to patients.

Suggested Citation

  • Giachello, Marta & Leporatti, Lucia & Levaggi, Rosella & Montefiori, Marcello, 2024. "The illness trap: The impact of disability benefits on willingness to receive HCV treatment," Economics & Human Biology, Elsevier, vol. 52(C).
  • Handle: RePEc:eee:ehbiol:v:52:y:2024:i:c:s1570677x24000042
    DOI: 10.1016/j.ehb.2024.101352
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    as
    1. Brugiavini, Agar & Di Novi, Cinzia & Orso, Cristina Elisa, 2022. "Visiting parents in times of COVID-19: The impact of parent-adult child contacts on the psychological health of the elderly," Economics & Human Biology, Elsevier, vol. 46(C).
    2. Filippini, Massimo & Greene, William H. & Kumar, Nilkanth & Martinez-Cruz, Adan L., 2018. "A note on the different interpretation of the correlation parameters in the Bivariate Probit and the Recursive Bivariate Probit," Economics Letters, Elsevier, vol. 167(C), pages 104-107.
    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. Eric French & Jae Song, 2014. "The Effect of Disability Insurance Receipt on Labor Supply," American Economic Journal: Economic Policy, American Economic Association, vol. 6(2), pages 291-337, May.
    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. Koning, Pierre & Muller, Paul & Prudon, Roger, 2022. "Do disability benefits hinder work resumption after recovery?," Journal of Health Economics, Elsevier, vol. 82(C).
    7. Lantis, Robert & Teahan, Brittany, 2018. "The effect of unemployment insurance on alcohol use and abuse following job loss," Economics & Human Biology, Elsevier, vol. 30(C), pages 92-103.
    8. Viinikainen, Jutta & Bryson, Alex & Böckerman, Petri & Kari, Jaana T. & Lehtimäki, Terho & Raitakari, Olli & Viikari, Jorma & Pehkonen, Jaakko, 2022. "Does better education mitigate risky health behavior? A mendelian randomization study," Economics & Human Biology, Elsevier, vol. 46(C).
    9. Cragg, John G. & Donald, Stephen G., 1993. "Testing Identifiability and Specification in Instrumental Variable Models," Econometric Theory, Cambridge University Press, vol. 9(2), pages 222-240, April.
    10. Lorenzo Cappellari & Stephen P. Jenkins, 2003. "Multivariate probit regression using simulated maximum likelihood," Stata Journal, StataCorp LP, vol. 3(3), pages 278-294, September.
    11. Ochalek, Jessica & Revill, Paul & van den Berg, Bernard, 2017. "Causal effects of HIV on employment status in low-income settings," Economics & Human Biology, Elsevier, vol. 27(PA), pages 248-260.
    12. Wu, De-Min, 1974. "Alternative Tests of Independence between Stochastic Regressors and Disturbances: Finite Sample Results," Econometrica, Econometric Society, vol. 42(3), pages 529-546, May.
    13. Liepmann, Hannah & Pignatti, Clemente, 2024. "Welfare effects of unemployment benefits when informality is high," Journal of Public Economics, Elsevier, vol. 229(C).
    14. Lucia Leporatti & Rosella Levaggi & Marcello Montefiori, 2021. "Beyond price: the effects of non-financial barriers on access to drugs and health outcomes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 22(4), pages 519-529, June.
    15. Nam-Ju Ji & Yeon-Pyo Hong, 2020. "Effect of income level on adherence to antidepressant treatment in first onset depression outpatients," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-9, September.
    16. Wilde, Joachim, 2000. "Identification of multiple equation probit models with endogenous dummy regressors," Economics Letters, Elsevier, vol. 69(3), pages 309-312, December.
    17. Cinzia Di Novi & Lucia Leporatti & Marcello Montefiori, 2020. "Older patients and geographic barriers to pharmacy access: When nonadherence translates to an increased use of other components of health care," Health Economics, John Wiley & Sons, Ltd., vol. 29(S1), pages 97-109, October.
    18. Li, Chuhui & Cheng, Wenli & Shi, Hui, 2021. "Early marriage and maternal health care utilisation: Evidence from sub-Saharan Africa," Economics & Human Biology, Elsevier, vol. 43(C).
    19. Di Novi, Cinzia & Martini, Gianmaria & Sturaro, Caterina, 2023. "The impact of informal and formal care disruption on older adults’ psychological distress during the COVID-19 pandemic in UK," Economics & Human Biology, Elsevier, vol. 49(C).
    20. Han, Sukjin & Vytlacil, Edward J., 2017. "Identification in a generalization of bivariate probit models with dummy endogenous regressors," Journal of Econometrics, Elsevier, vol. 199(1), pages 63-73.
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    More about this item

    Keywords

    HCV; disability benefits; distorting effect; DAA;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • H20 - Public Economics - - Taxation, Subsidies, and Revenue - - - General
    • I19 - Health, Education, and Welfare - - Health - - - Other

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