Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study.
<h4>Background</h4>Federal policy impact analyses in the United States do not incorporate the potential economic benefits of adolescent mental health policies. Understanding the extent to which economic benefits may offset policy costs would support more effective policymaking. This stud...
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Public Library of Science (PLoS)
2025-01-01
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| Series: | PLoS Medicine |
| Online Access: | https://doi.org/10.1371/journal.pmed.1004506 |
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| author | Nathaniel Z Counts Noemi Kreif Timothy B Creedon David E Bloom |
| author_facet | Nathaniel Z Counts Noemi Kreif Timothy B Creedon David E Bloom |
| author_sort | Nathaniel Z Counts |
| collection | DOAJ |
| description | <h4>Background</h4>Federal policy impact analyses in the United States do not incorporate the potential economic benefits of adolescent mental health policies. Understanding the extent to which economic benefits may offset policy costs would support more effective policymaking. This study estimates the relationship between adolescent psychological distress and later health and economic outcomes and uses these estimates to determine the potential economic effects of a hypothetical policy.<h4>Methods and findings</h4>This analysis estimated the relationship between psychological distress in those aged 15 to 17 years in 2000 and economic and health outcomes approximately 10 years later, accounting for an array of explanatory variables using machine learning-enabled methods. The cohort was from the National Longitudinal Study of Youth 1997 and nationally representative of those aged 12 to 18 years in 1997. The cohort included 3,343 individuals under age 18 years in round 4 who completed the Mental Health Inventory-5 (MHI-5). Round 1 captured 50 explanatory variables that covered domains of potential confounders, including basic demographics, neighborhood environment, family resources, family processes, physical health, school quality, and academic skills. The exposure included a binary variable of clinically significant psychological distress (MHI-5 score of less than or equal to 3) and a categorical variable of symptom severity on the MHI-5. Outcomes covered domains of employment, income, total assets at age 30 years, education, and health approximately 10 years later. Forty-seven percent of the cohort were black and Hispanic, and 4.4% had past-month clinically significant psychological distress. Past-month clinically significant psychological distress in adolescence led to a 6-percentage-point (95% confidence interval [CI] [-0.08, -0.03]) reduction in past-year labor force participation 10 years later and $5,658 (95% CI [-6,772, -4,545]) USD fewer past-year wages earned. We used these results to model the labor market impacts of a hypothetical policy that expanded access to mental health preventive care and reached 10% of youth who would have otherwise developed clinically significant psychological distress. We found that the hypothetical policy could lead to $52 (95% credible interval [51,54]) billion USD in federal budget benefits over 10 years from labor supply impacts alone. This study faced limitations, including potential unmeasured confounding, missing data, and challenges to generalizability.<h4>Conclusions</h4>Our findings showed the impacts of adolescent mental health policies on the federal budget and found potentially large effects on the economy if policies achieve population-level change. |
| format | Article |
| id | doaj-art-c4418409d66848f280f5db8865842099 |
| institution | Kabale University |
| issn | 1549-1277 1549-1676 |
| language | English |
| publishDate | 2025-01-01 |
| publisher | Public Library of Science (PLoS) |
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| series | PLoS Medicine |
| spelling | doaj-art-c4418409d66848f280f5db88658420992025-02-05T05:30:28ZengPublic Library of Science (PLoS)PLoS Medicine1549-12771549-16762025-01-01221e100450610.1371/journal.pmed.1004506Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study.Nathaniel Z CountsNoemi KreifTimothy B CreedonDavid E Bloom<h4>Background</h4>Federal policy impact analyses in the United States do not incorporate the potential economic benefits of adolescent mental health policies. Understanding the extent to which economic benefits may offset policy costs would support more effective policymaking. This study estimates the relationship between adolescent psychological distress and later health and economic outcomes and uses these estimates to determine the potential economic effects of a hypothetical policy.<h4>Methods and findings</h4>This analysis estimated the relationship between psychological distress in those aged 15 to 17 years in 2000 and economic and health outcomes approximately 10 years later, accounting for an array of explanatory variables using machine learning-enabled methods. The cohort was from the National Longitudinal Study of Youth 1997 and nationally representative of those aged 12 to 18 years in 1997. The cohort included 3,343 individuals under age 18 years in round 4 who completed the Mental Health Inventory-5 (MHI-5). Round 1 captured 50 explanatory variables that covered domains of potential confounders, including basic demographics, neighborhood environment, family resources, family processes, physical health, school quality, and academic skills. The exposure included a binary variable of clinically significant psychological distress (MHI-5 score of less than or equal to 3) and a categorical variable of symptom severity on the MHI-5. Outcomes covered domains of employment, income, total assets at age 30 years, education, and health approximately 10 years later. Forty-seven percent of the cohort were black and Hispanic, and 4.4% had past-month clinically significant psychological distress. Past-month clinically significant psychological distress in adolescence led to a 6-percentage-point (95% confidence interval [CI] [-0.08, -0.03]) reduction in past-year labor force participation 10 years later and $5,658 (95% CI [-6,772, -4,545]) USD fewer past-year wages earned. We used these results to model the labor market impacts of a hypothetical policy that expanded access to mental health preventive care and reached 10% of youth who would have otherwise developed clinically significant psychological distress. We found that the hypothetical policy could lead to $52 (95% credible interval [51,54]) billion USD in federal budget benefits over 10 years from labor supply impacts alone. This study faced limitations, including potential unmeasured confounding, missing data, and challenges to generalizability.<h4>Conclusions</h4>Our findings showed the impacts of adolescent mental health policies on the federal budget and found potentially large effects on the economy if policies achieve population-level change.https://doi.org/10.1371/journal.pmed.1004506 |
| spellingShingle | Nathaniel Z Counts Noemi Kreif Timothy B Creedon David E Bloom Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study. PLoS Medicine |
| title | Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study. |
| title_full | Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study. |
| title_fullStr | Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study. |
| title_full_unstemmed | Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study. |
| title_short | Psychological distress in adolescence and later economic and health outcomes in the United States population: A retrospective and modeling study. |
| title_sort | psychological distress in adolescence and later economic and health outcomes in the united states population a retrospective and modeling study |
| url | https://doi.org/10.1371/journal.pmed.1004506 |
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