Costs and cost-effectiveness of a mental health intervention for war-affected young persons: decision analysis based on a randomized controlled trial
Open accessAbstract
BACKGROUND: One billion children live in war-affected regions of the world. We conducted the first cost-effectiveness analysis of an intervention for war-affected youth in sub-Saharan Africa, as well as a broader cost analysis. METHODS: The Youth Readiness Intervention (YRI) is a behavioural treatment for reducing functional impairment associated with psychological distress among war-affected young persons. A randomized controlled trial was conducted in Freetown, Sierra Leone, from July 2012 to July 2013. Participants (n = 436, aged 15-24) were randomized to YRI (n = 222) or care as usual (n = 214). Functional impairment was indexed by the World Health Organization Disability Assessment Scale; scores were converted to quality-adjusted life years (QALYs). An 'ingredients approach' estimated financial and economic costs, assuming a societal perspective. Incremental cost-effectiveness ratios (ICERs) were also expressed in terms of gains across dimensions of mental health and schooling. Secondary analyses explored whether intervention effects were largest among those worst-off (upper quartile) at baseline. RESULTS: Retention at 6-month follow-up was 85% (n = 371). The estimated economic cost of the intervention was $104 per participant. Functional impairment was lower among YRI recipients, compared with controls, following the intervention but not at 6-month follow-up, and yielded an ICER of $7260 per QALY gained. At 8-month follow-up, teachers' interviews indicated that YRI recipients observed higher school enrolment [P < 0.001, odds ratio (OR) 8.9], denoting a cost of $431 per additional school year gained, as well as better school attendance (P = 0.007, OR 34.9) and performance (P = 0.03, effect size = -1.31). Secondary analyses indicated that the intervention was cost-effective among those worst-off at baseline, yielding an ICER of $3564 per QALY gained. CONCLUSIONS: The YRI is not cost-effective at a willingness-to-pay threshold of three times average gross domestic product per capita. However, results indicate that the YRI translated into a range of benefits, such as improved school enrolment, not captured by cost-effectiveness analysis. We also outline areas for modification to improve cost-effectiveness in future trials. TRIAL REGISTRATION: clinicaltrials.gov Identifier: RPCGA-YRI-21003.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Psychological therapy for young people in Sierra Leone who had experienced war-related psychological distress has a cost per quality-adjusted life-year gained equivalent to 2·6 times GDP per capita.
“For example, psychological therapy for young people in Sierra Leone who had experienced warrelated psychological distress has a cost per qualityadjusted life-year gained equivalent to 2·6 times GDP per capita. 447”
From The Lancet Psychiatry Commission on youth mental health (2024) · cites this paper as [447]
The Costs and cost-effectiveness section (page unavailable) reports an ICER of 2.6 times average GDP per capita, but only for participants in the upper quartile of symptom severity at baseline. The citing sentence omits that restriction and presents the figure as applying to the young people studied generally; the paper reports an overall ICER of $7,260 per QALY gained. (LLM, conf=0.93)
Experimental — accuracy not yet measured
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
Mental health of young people: A global public-health challenge
Patel, V., Flisher, A. J., Hetrick, S., & McGorry, P. (2007) · The Lancet · doi:10.1016/s0140-6736(07)60368-7 · Cited by 3,126 · see citing works
Salomon, J. A., Wang, H., Freeman, M. K., Vos, T., Flaxman, A. D., Lopez, A. D., & Murray, C. J. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61690-0 · Cited by 1,116 · see citing works
Self-citationCloitre, M., Koenen, K. C., Cohen, L. R., & Han, H. (2002) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.70.5.1067 · Cited by 1,097 · see citing works
Poverty and mental disorders: breaking the cycle in low-income and middle-income countries
Lund, C., De Silva, M., Plagerson, S., Cooper, S., Chisholm, D., Das, J., Knapp, M., & Patel, V. (2011) · The Lancet · doi:10.1016/s0140-6736(11)60754-x · Cited by 929 · cited 3× · see citing works
“Methods: The Youth Readiness Intervention (YRI) is a behavioural treatment for reducing functional impairment associated with psychological distress among war-affected young persons.”
BackgroundBolton, P., Bass, J., Betancourt, T., Speelman, L., Onyango, G., Clougherty, K. F., Neugebauer, R., Murray, L., & Verdeli, H. (2007) · JAMA · doi:10.1001/jama.298.5.519 · Cited by 589 · cited 3× · see citing works
“For example, a recent randomized controlled trial at internally displaced person camps in northern Uganda found that interpersonal therapy was significantly more effective than a groupbased recreation program (and no treatment) for reducing depression symptoms in adolescents (Bolton et al. 2007).”
BackgroundSelf-citationWeisz, J. R., Jensen-Doss, A., & Hawley, K. M. (2006) · American Psychologist · doi:10.1037/0003-066x.61.7.671 · Cited by 560 · see citing works
Kendall, P. C., Safford, S., Flannery-Schroeder, E., & Webb, A. (2004) · Journal of Consulting and Clinical Psychology · doi:10.1037/0022-006x.72.2.276 · Cited by 511 · cited 1× · see citing works
“…assumption in this study is that, following data collection, the treatment effect will depreciate gradually over time in a manner similar to that observed in other studies, but there is also considerable variability in this rate of decline across studies (Kendall et al. 2004; Tarrier et al. 2004).”
ResultJordans, M. J. D., Komproe, I. H., Tol, W. A., Kohrt, B. A., Luitel, N. P., Macy, R. D., & De Jong, J. T. V. M. (2010) · Journal of Child Psychology and Psychiatry · doi:10.1111/j.1469-7610.2010.02209.x · Cited by 337 · see citing works
Betancourt, T. S., Brennan, R. T., Rubin-Smith, J., Fitzmaurice, G. M., & Gilman, S. E. (2010) · Journal of the American Academy of Child & Adolescent Psychiatry · doi:10.1016/j.jaac.2010.03.008 · Cited by 240 · see citing works
Self-citationOnyut, L. P., Neuner, F., Schauer, E., Ertl, V., Odenwald, M., Schauer, M., & Elbert, T. (2005) · BMC Psychiatry · doi:10.1186/1471-244x-5-7 · Cited by 177 · see citing works
Economic evaluation of a task-shifting intervention for common mental disorders in India
Buttorff, C., Hock, R., Weiss, H., Naik, S., Araya, R., Kirkwood, B., Chisholm, D., & Patel, V. (2012) · Bulletin of the World Health Organization · doi:10.2471/blt.12.104133 · Cited by 175 · see citing works
Flagged first, then by citations
Research works printed but not linked: 16
- Belfer ML. 2008. Child and adolescent mental disorders: the magnitude of the problem across the globe. Journal of Child Psychology and Psychiatry 49: 226-36.
- Betancourt TS, Khan KT. 2008. The mental health of children affected by armed conflict: protective processes and pathways to resilience. International Review of Psychiatry 20: 317-28.
- Betancourt TS, McBain R, Newnham EA et al. under review. Addressing inter- personal deficits and functioning in war-affected youth: a randomized con- trolled trial of the Youth Readiness Intervention in Sierra Leone. JAMA.
- Betancourt TS, Newnham EA, McBain R, Brennan RT. 2013b. Post-traumatic stress symptoms among former child soldiers in Sierra Leone: follow-up study. British Journal of Psychiatry 203: 196-202.
- Betancourt TS, Simmons S, Borisova I et al. 2008. High hopes, grim reality: re- integration and the education of former child soldiers in Sierra Leone. Comparative Education Review 52: 565-87.
- Drummond MB, Schulpher MJ, Torrance GW, O'Brien B, Stoddard GL. 2005. Methods for the Economic Evaluation of Health Care Programmes. Oxford: Oxford University Press.
- Eisenberg N, Fabes RA, Spinrad TL. 2007. Prosocial Development. Handbook of Child Psychology. Hoboken, NJ: Wiley.
- Gold M, Stevenson D, Fryback DG. 2002. HALYs and QALYs and DALYs, oh my: similarities and differences in summary measures of population health. Annual Review of Public Health 13: 115-34.
- Gratz KL, Roemer L. 2004. Multidimensional assessment of emotion regula- tion and dysregulation: development, factor structure, and initial validation of the Difficulties in Emotion Regulation Scale. Journal of Psychopathology and Behavioral Assessment 26: 41-54.
- Jordans MJ, Komproe IH, Tol WA et al. 2011. Practice-driven evaluation of a multi-layered psychosocial care package for children in areas of armed con- flict. Community of Mental Health Journal 47: 267-77.
- Kahn RS, Brandt D, Whitaker RC. 2004. Combined effect of mothers' and fathers' mental health symptoms on children's behavioral and emotional well-being. Archives of Pediatrics and Adolescent Medicine Journal 158: 721-9.
- Kohler S, Van Boxtel M, Jolles J, Verhey F. 2011. Depressive symptoms and risk for dementia: a 9-year follow-up of the Maastricht Aging Study. The American Journal of Geriatric Psychiatry 19: 902-5.
- Laxminarayan R, Chow J, Shahid-Salles SA. 2006. Intervention cost-effective- ness: overview of main messages. In: Jamison JT, Breman JG, Measham AR et al. (eds). Disease Control Priorities in Developing Countries. New York: Oxford University. 35-86.
- MacMullin C, Loughry M. 2004. Investigating psychosocial adjustment of former child soldiers in Sierra Leone and Uganda. Journal of Refugee Studies 17: 460-72.
- Rubin DB. 1987. Multiple Imputation for Nonresponse in Surveys. New York: Wiley.
- Tarrier N, Lewis S, Haddock G et al. 2004. Cognitive-behavioural therapy in first-episode and early schizophrenia. 18-month follow-up of a randomised controlled trial. British Journal of Psychiatry 184: 231-9.
Cited by
Sorted by citations
The Lancet Psychiatry Commission on youth mental health
McGorry, P. D., Mei, C., Dalal, N., Alvarez-Jimenez, M., Blakemore, S.-J., Browne, V., Dooley, B., Hickie, I. B., Jones, P. B., McDaid, D., et al. (2024) · The Lancet Psychiatry · doi:10.1016/s2215-0366(24)00163-9 · Cited by 663 · see citing works
- Authors
- McBain, R. K., Salhi, C., Hann, K., Salomon, J. A., Kim, J. J., & Betancourt, T. S.
- Affiliations
- Harvard University (US)
- Corresponding author
- McBain, Ryan K
- Venue
- Health Policy and Planning
- Publisher
- Oxford University Press (OUP)
- Published
- 2015-09-07
- Volume
- 31
- Issue
- 4
- Pages
- 415-424
- ISSN
- 0268-1080 (ISSN-L)
- 1460-2237
- PMC
- PMC5007601
- OpenAlex
- W1828169963
- Cited by
- 28
- References
- 11
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 4 · 2023: 2 · 2022: 5 · 2021: 2 · 2020: 3 · 2019: 3 · 2018: 1 · 2016: 3
- FWCI
- 3.22
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Health Policy and Planning (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- HighWire Press Open Archive (submittedVersion)
- Funders
- United States Institute of Peace
- Harvard University
- Australian Psychological Society
- National Institutes of Health (5f31mh097333-02)
- Medical Research Council
- National Health and Medical Research Council
- National Institute on Aging (P30AG024409)
- National Institute of Mental Health (K01MH077246, 1F31MH097333-01A1)
- Topics
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Health Sciences › Health Professions › General Health Professions › Health and Conflict Studies
- Keywords
- cost-effectiveness, war-affected youth, psychological distress, functional disability, disability, school enrolment, school attendance, academic performance, mental health interventions, Sierra Leone, Freetown, sub-Saharan Africa, quality-adjusted life years, incremental cost-effectiveness ratio, intervention retention, economic costs, decision analysis
- MeSH terms
- Adolescent, Cost-Benefit Analysis, Female, Humans, Male, Mental Health Services, Psychotherapy, Group, Sierra Leone, Stress, Psychological, Warfare, Treatment Outcome, Health Care Costs, Young Adult
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review