Cost-effectiveness of the Mental Health and Development model for schizophrenia-spectrum and bipolar disorders in rural Kenya
Open accessAbstract
BACKGROUND: The treatment gap for serious mental disorders across low-income countries is estimated to be 89%. The model for Mental Health and Development (MHD) offers community-based care for people with mental disorders in 11 low- and middle-income countries. METHOD: In Kenya, using a pre-post design, 117 consecutively enrolled participants with schizophrenia-spectrum and bipolar disorders were followed-up at 10 and 20 months. Comparison outcomes were drawn from the literature. Costs were analysed from societal and health system perspectives. RESULTS: From the societal perspective, MHD cost Int$ 594 per person in the first year and Int$ 876 over 2 years. The cost per healthy day gained was Int$ 7.96 in the first year and Int$ 1.03 over 2 years - less than the agricultural minimum wage. The cost per disability-adjusted life year averted over 2 years was Int$ 13.1 and Int$ 727 from the societal and health system perspectives, respectively, on par with antiretrovirals for HIV. CONCLUSIONS: MHD achieved increasing returns over time. The model appears cost-effective and equitable, especially over 2 years. Its affordability relies on multi-sectoral participation nationally and internationally.
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?
The BasicNeeds model, a social intervention that integrates employment with the care and treatment of mental disorders, is cost effective and accessible to community members particularly vulnerable due to their symptoms and poverty.
“The BasicNeeds model, a social intervention that integrates employment with the care and treatment of mental disorders, is cost effective and accessible to community members particularly vulnerable due to their symptoms and poverty 47 70 .”
From Integrated care for people with long-term mental and physical health conditions in low-income and middle-income countries (2019) · cites this paper as [47]
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
(1992) · PubMed · Cited by 33,716 · see citing works
The MOS 36-ltem Short-Form Health Survey (SF-36): I. Conceptual Framework and Item Selection
Ware, J. E., & Sherbourne, C. D. (1992) · Medical Care · doi:10.1097/00005650-199206000-00002 · Cited by 30,033 · see citing works
Development of the World Health Organization WHOQOL-BREF Quality of Life Assessment
THE WHOQOL GROUP (1998) · Psychological Medicine · doi:10.1017/s0033291798006667 · Cited by 7,933 · see citing works
Salomon, J. A., Vos, T., Hogan, D. R., Gagnon, M., Naghavi, M., Mokdad, A., Begum, N., Shah, R., Karyana, M., Kosen, S., et al. (2012) · The Lancet · doi:10.1016/s0140-6736(12)61680-8 · Cited by 1,322 · see citing works
A Systematic Review and Meta-Analysis of Recovery in Schizophrenia
Jääskeläinen, E., Juola, P., Hirvonen, N., McGrath, J. J., Saha, S., Isohanni, M. K., Veijola, J. M., & Miettunen, J. (2012) · Schizophrenia Bulletin · doi:10.1093/schbul/sbs130 · Cited by 909 · see citing works
Why GHQ threshold varies from one place to another
GOLDBERG, D. P., OLDEHINKEL, T., & ORMEL, J. (1998) · Psychological Medicine · doi:10.1017/s0033291798006874 · Cited by 467 · see citing works
Calculating and presenting disability adjusted life years (DALYs) in cost-effectiveness analysis
Fox-Rushby, J. A. (2001) · Health Policy and Planning · doi:10.1093/heapol/16.3.326 · Cited by 384 · see citing works
McCrone, P., Knapp, M., Proudfoot, J., Ryden, C., Cavanagh, K., Shapiro, D. A., Ilson, S., Gray, J. A., Goldberg, D., Mann, A., et al. (2004) · British Journal of Psychiatry · doi:10.1192/bjp.185.1.55 · Cited by 371 · see citing works
Self-citationWilliams, D. R., HERMAN, A. A. B., Stein, D. J., Heeringa, S. G., Jackson, P. B., Moomal, H., & Kessler, R. C. (2007) · Psychological Medicine · doi:10.1017/s0033291707001420 · Cited by 302 · see citing works
Evaluating cutpoints for the MHI-5 and MCS using the GHQ-12: a comparison of five different methods
Kelly, M. J., Dunstan, F., Lloyd, K. R., & Fone, D. L. (2008) · BMC Psychiatry · doi:10.1186/1471-244x-8-10 · Cited by 264 · see citing works
Kigozi, F. N., Ssebunnya, J., Kizza, D., Cooper, S., Ndyanabangi, S., & the Mental Health and Poverty Project (2010) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-4-1 · Cited by 254 · see citing works
Measuring the Mental Health Status of a Population: a Comparison of the GHQ–12 and the SF–36 (MHI–5)
McCabe, C. J., Thomas, K. J., Brazier, J. E., & Coleman, P. (1996) · The British Journal of Psychiatry · doi:10.1192/bjp.169.4.516 · Cited by 252 · see citing works
Lora, A., Kohn, R., Levav, I., McBain, R. K., Morris, J. E., & Saxena, S. (2011) · Bulletin of the World Health Organization · doi:10.2471/blt.11.089284 · Cited by 209 · see citing works
Prejudice and dignity: an introduction to community-based rehabilitation
Helander, E. A., & New York . Interregional Programme for Disabled People eng Undp (1993) · Cited by 180 · see citing works
Haro, J. M., Novick, D., Bertsch, J., Karagianis, J. L., Dossenbach, M. R. K., & Jones, P. B. (2011) · The British Journal of Psychiatry · doi:10.1192/bjp.bp.110.082065 · Cited by 177 · see citing works
The GHQ-12 as a screening tool in a primary care setting
Gureje, O., & Obikoya, B. (1990) · Social Psychiatry and Psychiatric Epidemiology · doi:10.1007/bf00788650 · Cited by 173 · see citing works
Alem, A., Kebede, D., Fekadu, A., Shibre, T., Fekadu, D., Beyero, T., Medhin, G., Negash, A. A., & Kullgren, G. (2008) · Schizophrenia Bulletin · doi:10.1093/schbul/sbn029 · Cited by 126 · see citing works
Kiima, D., & Jenkins, R. (2010) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-4-19 · Cited by 117 · see citing works
Murthy, R. S., Kumar, K. V. K., Chisholm, D., et al. (2004) · Psychological Medicine · doi:10.1017/s0033291704003551 · Cited by 109 · see citing works
Chisholm, D. (2008) · Bulletin of the World Health Organization · doi:10.2471/blt.07.045377 · Cited by 98 · see citing works
Natural course of schizophrenia: 2-year follow-up study in a rural Chinese community
Ran, M., Xiang, M., Huang, M., & Shan, Y.-H. (2001) · The British Journal of Psychiatry · doi:10.1192/bjp.178.2.154 · Cited by 96 · see citing works
Cost-effectiveness of clinical interventions for reducing the global burden of bipolar disorder
Chisholm, D., van Ommeren, M., Ayuso‐Mateos, J. L., & Saxena, S. (2005) · The British Journal of Psychiatry · doi:10.1192/bjp.187.6.559 · Cited by 96 · see citing works
Prejudice and dignity: an introduction to community-based rehabilitation
Cook, G. C. (1994) · Transactions of the Royal Society of Tropical Medicine and Hygiene · doi:10.1016/0035-9203(94)90457-x · Cited by 93 · see citing works
Five-year mortality in a cohort of people with schizophrenia in Ethiopia
Teferra, S., Shibre, T., Fekadu, A., Medhin, G., Wakwoya, A., Alem, A., Kullgren, G., & Jacobsson, L. H. (2011) · BMC Psychiatry · doi:10.1186/1471-244x-11-165 · Cited by 92 · see citing works
Pathways to psychiatric care in Ethiopia
Bekele, Y., Flisher, A. J., Alem, A., & Baheretebeb, Y. (2008) · Psychological Medicine · doi:10.1017/s0033291708003929 · Cited by 86 · see citing works
Thirthalli, J., Venkatesh, B. K., Kishorekumar, K. V., Arunachala, U., Venkatasubramanian, G., Subbakrishna, D. K., & Gangadhar, B. N. (2008) · Acta Psychiatrica Scandinavica · doi:10.1111/j.1600-0447.2008.01299.x · Cited by 81 · see citing works
Short-term symptomatic and functional outcomes of schizophrenia in Butajira, Ethiopia
Kebede, D., Alem, A., Shibre, T., Negash, A. A., Deyassa, N., Beyero, T., & Medhin, G. (2005) · Schizophrenia Research · doi:10.1016/j.schres.2005.05.028 · Cited by 75 · see citing works
Integrating Mental Health and Development: A Case Study of the BasicNeeds Model in Nepal
Raja, S., Underhill, C., Shrestha, P., Sunder, U., Mannarath, S. C., Wood, S. K., & Patel, V. (2012) · PLoS Medicine · doi:10.1371/journal.pmed.1001261 · Cited by 73 · see citing works
Self-citationChisholm, D. (2005) · PubMed Central · Cited by 72 · see citing works
Lund, C., Waruguru, M., Kingori, J., Kippen-Wood, S., Breuer, E., Mannarath, S. C., & Raja, S. (2013) · International Health · doi:10.1093/inthealth/ihs037 · Cited by 69 · see citing works
Self-citationJenkins, R., Othieno, C. J., Okeyo, S., Kaseje, D., Aruwa, J., Oyugi, H., Bassett, P., & Kauye, F. (2013) · International Journal of Mental Health Systems · doi:10.1186/1752-4458-7-25 · Cited by 59 · see citing works
Quality of Life and Associated Factors among Adults with Epilepsy in Nigeria
Mosaku, K. S., Fatoye, F. O., Komolafe, M. A., Lawal, M. A., & Ola, B. A. (2006) · The International Journal of Psychiatry in Medicine · doi:10.2190/r80g-580x-x1h2-6936 · Cited by 58 · see citing works
Comparative Validity of Screening Instruments for Mental Distress in Zambia
Chipimo, P. J., & Fýlkesnes, K. (2010) · Clinical Practice and Epidemiology in Mental Health · doi:10.2174/1745017901006010004 · Cited by 48 · see citing works
Suicidal Ideation among Attendees of a West African HIV Clinic
Ogundipe, O. A., Olagunju, A. T., & Adeyemi, J. D. (2014) · Archives of Suicide Research · doi:10.1080/13811118.2014.915776 · Cited by 43 · see citing works
Lerner, A., Gelkopf, M., Oyffe, I., Finkel, B., Katz, S., Sigal, M., & Weizman, A. (2000) · International Clinical Psychopharmacology · doi:10.1097/00004850-200015010-00005 · Cited by 39 · see citing works
Jenkins, R., Njenga, F. G., Okonji, M., Kigamwa, P., Baraza, M., Ayuyo, J., Singleton, N., McManus, S., & Kiima, D. (2012) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph9051748 · Cited by 25 · see citing works
Su, T. T., Sanon, M., & Fleßa, S. (2007) · Health Policy · doi:10.1016/j.healthpol.2007.02.005 · Cited by 17 · see citing works
Schizophrenia in women and children: A selective review of literature from developing countries
Chandra, P. S., Kommu, J. V. S., & Rudhran, V. (2012) · International Review of Psychiatry · doi:10.3109/09540261.2012.707118 · Cited by 15 · see citing works
Flagged first, then by citations
Research works printed but not linked: 1
- World Health Organization (ed.) 2010. Measuring HealthandDisability: Manual for WHO Disability Assessment Schedule WHODAS 2.0, Geneva.
Cited by
Sorted by citations
Thornicroft, G., Ahuja, S., Barber, S., Chisholm, D., Collins, P. Y., Docrat, S., Fairall, L., Lempp, H., Niaz, U., Ngo, V., et al. (2019) · The Lancet Psychiatry · doi:10.1016/s2215-0366(18)30298-0 · Cited by 138 · see citing works
Hosseini Jebeli, S. S., Rezapour, A., Hajebi, A., Moradi-Lakeh, M., & Damari, B. (2021) · International Journal of Mental Health Systems · doi:10.1186/s13033-021-00468-w · Cited by 10 · see citing works
- Authors
- de Menil, V., Knapp, M., McDaid, D., Raja, S., Kingori, J., Waruguru, M., Wood, S. K., Mannarath, S., & Lund, C.
- Affiliations
- London School of Economics and Political Science (GB)
- University of Cape Town (ZA)
- Venue
- Psychological Medicine
- Publisher
- Cambridge University Press (CUP)
- Published
- 2015-05-21
- Volume
- 45
- Issue
- 13
- Pages
- 2747-2756
- ISSN
- 0033-2917 (ISSN-L)
- 1469-8978
- OpenAlex
- W2130436785
- Cited by
- 36
- References
- 38
- Citations by year
- 2026: 1 · 2024: 1 · 2023: 12 · 2022: 9 · 2021: 2 · 2020: 2 · 2018: 1 · 2017: 4 · 2016: 2 · 2015: 2
- FWCI
- 4.91
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Psychological Medicine (publishedVersion)
- PubMed (publishedVersion)
- London School of Economics and Political Science Research Online (London School of Economics and Political Science) (submittedVersion)
- London School of Economics and Political Science Theses Online (London School of Economics and Political Science) (submittedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- LSE Research Online Documents on Economics (submittedVersion)
- Funders
- European Commission
- Department for International Development
- Topics
- Social Sciences › Psychology › Social Psychology › Mental Health Treatment and Access
- Social Sciences › Economics, Econometrics and Finance › Economics and Econometrics › Health Systems, Economic Evaluations, Quality of Life
- Health Sciences › Medicine › Psychiatry and Mental health › Schizophrenia research and treatment
- Keywords
- schizophrenia spectrum disorders, bipolar disorder, community mental health services, cost-effectiveness, rural Kenya, treatment gap, disability-adjusted life years, health system costs, social costs, mental health equity
- MeSH terms
- Adult, Bipolar Disorder, Cost-Benefit Analysis, Female, Humans, Kenya, Male, Mental Health, Middle Aged, Rural Population, Schizophrenia, Health Care Costs, Models, Economic, Quality-Adjusted Life Years
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