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Matima R, van der Westhuizen C, Lund C, Mukumbang FC. Mental health policy implementation in low- and middle-income countries: a realist review protocol. PLoS One 2025; 20:e0320420. [PMID: 40131984 PMCID: PMC11936231 DOI: 10.1371/journal.pone.0320420] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2024] [Accepted: 02/18/2025] [Indexed: 03/27/2025] Open
Abstract
INTRODUCTION Formulating and implementing mental health policy is foundational to public mental health. The implementation of mental health policy varies in low- and middle-income countries (LMICs), with some countries having better implementation outcomes than others. Low implementation poses challenges relating to addressing the high burden and wide treatment gaps of mental health conditions. While different implementation strategies are applied to implement mental health policy in different contexts, there is little knowledge of what category of strategies are being used and how and why their implementation produces varied outcomes. To this end, we propose to conduct a realist synthesis to explain how, why, for whom, and under what health system conditions certain policy implementation strategies work or not in LMICs. METHODS AND ANALYSIS This paper will detail the protocol on conducting a realist review of the literature on mental health policy implementation in LMICs. Realist reviews/syntheses are theory-driven reviews designed to formulate and test (confirm, refute, or refine) initial programme theories to explain how, why, for whom and under what contexts a programme, intervention or policy works as intended or not. Theory is built by exploring and abstracting context-mechanism-outcome (CMO) configurations in the data. These CMO configurations are identified through retroductive theorizing, a mechanism-centred approach to theory development. We will adopt these steps to guide the process of realist synthesis: i) identify the research question, clarifying the scope of the review and formulating the initial programme theory (ii) conducting background searches in PubMed, PsycINFO, Africa-Wide Information, African. Index Medicus (AIM), CINAHL and Scopus databases, and grey literature (iii) appraising the quality of studies and data extraction and (iv) synthesising data. REGISTRATION The review is part of a realist evaluation exploring mental health policy implementation in LMICs and is registered under PROSPERO (registration number: CRD42024580312). Findings will inform the development of initial mental health policy implementation programme theories explaining why and how mental health policy implementation in LMICs works.
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Affiliation(s)
- Rangarirai Matima
- Alan J Flisher Centre for Public Mental Health. Department of Psychiatry and Mental Health, University of Cape Town
| | - Claire van der Westhuizen
- Alan J Flisher Centre for Public Mental Health. Department of Psychiatry and Mental Health, University of Cape Town
| | - Crick Lund
- Alan J Flisher Centre for Public Mental Health. Department of Psychiatry and Mental Health, University of Cape Town
- Centre for Global Mental Health, Health Services and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College London
| | - Ferdinand C. Mukumbang
- Department of Global Health, School of Public Health, University of Washington, Seattle, Washington, United States of America
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Anselimus SM. Mental health in resource-limited settings: amplifying youth voices and approaches. DISCOVER MENTAL HEALTH 2025; 5:38. [PMID: 40111728 PMCID: PMC11925812 DOI: 10.1007/s44192-025-00168-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 03/11/2025] [Indexed: 03/22/2025]
Abstract
This study explored the experiences and perceptions of young people who are actively involved in delivering mental health and related services to their peers in resource-limited settings. Employing a qualitative multiple case study approach, the researcher conducted interviews and focus group discussions with leaders of youth-led organizations and student-led associations. The data were subjected to thematic analysis to align with the study's objectives. The findings reveal that both student-led associations and youth-led organizations focused on adolescent mental health are present in resource-limited settings, and they play a crucial role in addressing mental health challenges. The youth participants identified school pressure, digital technology, and identity crises as major contributors to their mental health issues. Furthermore, the study highlighted that awareness programs and support services are the primary youth-led initiatives on mental health, and the participants recommended the integration of mental health topics into formal education curricula and the co-creation of mental health programs as effective approaches to tackle the prevalent mental health challenges. The study further emphasizes that investing in empowering youth-led initiatives, offers promising and effective solutions to address the mental health needs of young people in resource-limited environments.
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Affiliation(s)
- Sweetbert Mugizi Anselimus
- Department of Educational Psychology and Curriculum Studies, Faculty of Education, Mkwawa University College of Education, University of Dar Es Salaam, P. O Box 2513, Iringa, Tanzania.
- Psychosocial Welfare Organization, P. O Box 35804, Dar es Salaam, Tanzania.
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Harper GW, Hong C, Jauregui JC, Odhiambo EO, Jadwin-Cakmak L, Olango K, Rivet Amico K, Tucker HM, Lyons M, Odero W, Graham SM. Proximal and distal minority stressors and mental health among young gay and bisexual men and other men who have sex with men (GBMSM) in Kisumu, Kenya. AMERICAN JOURNAL OF COMMUNITY PSYCHOLOGY 2024; 74:249-261. [PMID: 39497273 DOI: 10.1002/ajcp.12767] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Revised: 10/09/2024] [Accepted: 10/16/2024] [Indexed: 11/21/2024]
Abstract
Young gay and bisexual men and other men who have sex with men (GBMSM) in Kenya experience pervasive intersectional stigma and discrimination, contributing to elevated levels of negative mental health symptoms. Grounded in the Minority Stress Model, this paper explores associations of proximal and distal minority stressors with three types of negative mental health outcomes among young HIV-negative GBMSM (n = 63) between the ages of 19-34 who participated in a pilot trial of a sexual health intervention. Using the PHQ-9, GAD-7, and PC-PTSD-5 screening measures, levels of clinically significant symptoms were reported as follows: 15.8% depressive symptoms, 12.7% anxiety symptoms, 31.7% posttraumatic stress symptoms. Results from stepwise linear regression analyses suggest that GBMSM-related stigma (distal stressor) was the strongest correlate for all three mental health outcomes, and concealment motivation (proximal stressor) was an additional significant correlate only in the depressive symptoms model. These findings should be viewed with caution and seen as initial observations given the small sample which limits our interpretations of the findings. Structural-level interventions are needed to decrease GBMSM's exposure to intersectional stigma and discrimination, such as decriminalization of same-sex sexual activity, as well as individual and group-level interventions that assist GBMSM with improving their adaptive coping strategies.
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Affiliation(s)
- Gary W Harper
- Department of Health Behavior and Health Equity, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Chenglin Hong
- School of Social Work, University of Connecticut, Hartford, Connecticut, USA
| | - Juan C Jauregui
- Department of Social Welfare, UCLA Luskin School of Public Affairs, Los Angeles, California, USA
| | | | - Laura Jadwin-Cakmak
- Department of Health Behavior and Health Equity, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Kennedy Olango
- Men Against AIDS Youth Group (MAAYGO), Kisumu, Kisumu County, Kenya
| | - K Rivet Amico
- Department of Health Behavior and Health Equity, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Heather M Tucker
- Department of Health Behavior and Health Equity, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Myla Lyons
- Department of Health Behavior and Health Equity, University of Michigan School of Public Health, Ann Arbor, Michigan, USA
| | - Wilson Odero
- Department of Family Medicine and Community Health, Maseno University School of Medicine, Kisumu, Kisumu County, Kenya
| | - Susan M Graham
- Departments of Global Health, Medicine, and Epidemiology, University of Washington, Seattle, Washington, USA
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Mostert CM, Aballa A, Khakali L, Njoroge W, Shah J, Hasham S, Merali Z, Atwoli L. The Shortfalls of Mental Health Compartment Models: A Call to Improve Mental Health Investment Cases in Developing Countries. Value Health Reg Issues 2024; 41:48-53. [PMID: 38237329 DOI: 10.1016/j.vhri.2023.11.012] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2023] [Revised: 10/30/2023] [Accepted: 11/26/2023] [Indexed: 04/17/2024]
Abstract
OBJECTIVES There are irregularities in investment cases generated by the Mental Health Compartment Model. We discuss these irregularities and highlight the costing techniques that may be introduced to improve mental health investment cases. METHODS This analysis uses data from the World Bank, the World Health Organization Mental Health Compartment Model, the United Nations Development Program, the Kenya Ministry of Health, and Statistics from the Kenyan National Commission of Human Rights. RESULTS We demonstrate that the Mental Health Compartment Model produces irrelevant outcomes that are not helpful for clinical settings. The model inflated the productivity gains generated from mental health investment. In some cases, the model underestimated the economic costs of mental health. Such limitation renders the investment cases poor in providing valuable intervention points from the perspectives of both the users and the providers. CONCLUSIONS There is a need for further calibration and validation of the investment case outcomes. The current estimated results cannot be used to guide service provision, research, and mental health programming comprehensively.
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Affiliation(s)
- Cyprian M Mostert
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya; Department of Population Health, Aga Khan University, Nairobi, Kenya.
| | - Andrew Aballa
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Linda Khakali
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Willie Njoroge
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Jasmit Shah
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Samim Hasham
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Zul Merali
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya
| | - Lukoye Atwoli
- Brain and Mind Institute, Aga Khan University, Nairobi, Kenya; Department of Medicine, Medical College East Africa, the Aga Khan University, Nairobi, Kenya
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Ngũnjiri A, Memiah P, Kimathi R, Wagner FA, Ikahu A, Omanga E, Kweyu E, Ngunu C, Otiso L. Utilizing User Preferences in Designing the AGILE (Accelerating Access to Gender-Based Violence Information and Services Leveraging on Technology Enhanced) Chatbot. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2023; 20:7018. [PMID: 37947574 PMCID: PMC10647327 DOI: 10.3390/ijerph20217018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/06/2023] [Revised: 10/13/2023] [Accepted: 10/19/2023] [Indexed: 11/12/2023]
Abstract
INTRODUCTION Technology advancements have enhanced artificial intelligence, leading to a user shift towards virtual assistants, but a human-centered approach is needed to assess for acceptability and effectiveness. The AGILE chatbot is designed in Kenya with features to redefine the response towards gender-based violence (GBV) among vulnerable populations, including adolescents, young women and men, and sexual and gender minorities, to offer accurate and reliable information among users. METHODS We conducted an exploratory qualitative study through focus group discussions (FGDs) targeting 150 participants sampled from vulnerable categories; adolescent girls and boys, young women, young men, and sexual and gender minorities. The FGDs included multiple inquiries to assess knowledge and prior interaction with intelligent conversational assistants to inform the user-centric development of a decision-supportive chatbot and a pilot of the chatbot prototype. Each focus group comprised 9-10 members, and the discussions lasted about two hours to gain qualitative user insights and experiences. We used thematic analysis and drew on grounded theory to analyze the data. RESULTS The analysis resulted in 14 salient themes composed of sexual violence, physical violence, emotional violence, intimate partner violence, female genital mutilation, sexual reproductive health, mental health, help-seeking behaviors/where to seek support, who to talk to, and what information they would like, features of the chatbot, access of chatbot, abuse and HIV, family and community conflicts, and information for self-care. CONCLUSION Adopting a human-centered approach in designing an effective chatbot with as many human features as possible is crucial in increasing utilization, addressing the gaps presented by marginalized/vulnerable populations, and reducing the current GBV epidemic by moving prevention and response services closer to people in need.
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Affiliation(s)
- Anne Ngũnjiri
- LVCT Health Kenya, Nairobi P.O. Box 19835-00202, Kenya; (A.N.); (R.K.); (A.I.); (E.O.); (L.O.)
| | - Peter Memiah
- Graduate School, University of Maryland, 620 W. Lexington Street, Baltimore, MD 21201, USA
| | - Robert Kimathi
- LVCT Health Kenya, Nairobi P.O. Box 19835-00202, Kenya; (A.N.); (R.K.); (A.I.); (E.O.); (L.O.)
| | - Fernando A. Wagner
- School of Social Work, University of Maryland, 525 W. Redwood Street, Baltimore, MD 21201, USA;
| | - Annrita Ikahu
- LVCT Health Kenya, Nairobi P.O. Box 19835-00202, Kenya; (A.N.); (R.K.); (A.I.); (E.O.); (L.O.)
| | - Eunice Omanga
- LVCT Health Kenya, Nairobi P.O. Box 19835-00202, Kenya; (A.N.); (R.K.); (A.I.); (E.O.); (L.O.)
| | - Emmanuel Kweyu
- Faculty of Information Technology, Strathmore University, Nairobi P.O. Box 59857-00200, Kenya;
| | - Carol Ngunu
- Department of Health, Nairobi City County, Nairobi P.O. Box 30075-00100, Kenya;
| | - Lilian Otiso
- LVCT Health Kenya, Nairobi P.O. Box 19835-00202, Kenya; (A.N.); (R.K.); (A.I.); (E.O.); (L.O.)
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Giusto A, Vander Missen MR, Kosgei G, Njiriri F, Puffer E, Kamaru Kwobah E, Barasa J, Turissini M, Rasmussen J, Ott M, Binayo J, Rono W, Jaguga F. Peer-delivered Problem-solving Therapy for Adolescent Mental Health in Kenya: Adaptation for Context and Training of Peer-counselors. Res Child Adolesc Psychopathol 2023; 51:1243-1256. [PMID: 37219680 PMCID: PMC10203666 DOI: 10.1007/s10802-023-01075-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 05/02/2023] [Indexed: 05/24/2023]
Abstract
Peer-delivered interventions for adolescent mental health can help address poor access to mental health interventions. Questions remain about how interventions can be adapted for peer delivery and whether peers can be trained. In this study, we adapted problem solving therapy (PST) for peer-delivery with adolescents in Kenya and explored whether peer counselors can be trained in PST. We adapted treatment prior to and during training using the Cultural Adaptation and Contextualization for Implementation framework. Nine peer counselors (Ages 20-24) were selected and trained over 10 days. Peer competencies and knowledge were measured pre-post using a written exam, a written case study, and role plays rated using a standardized competency measure. We chose a version of PST used in India with secondary school adolescents originally delivered by teachers. All materials were translated into Kiswahili. Language and format were adapted to Kenyan adolescents as well as for delivery by peers with a focus on understandability and relevance (e.g., noting shared experience). Metaphors, examples, and visual materials were adapted for the context to reflect the culture and vernacular of Kenyan youth. Peer counselors were able to be trained in PST. Pre-post competencies and understanding of content showed improvements with peers minimally meeting patient needs (pre) on average to moderate/fully meeting patient needs (post). Post-training written exam score showed an average 90% correct. There is an adapted version of PST for Kenyan adolescents and peer delivery. Peer counselors can be trained to deliver a 5-session PST in a community context.
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Affiliation(s)
- Ali Giusto
- Department of Psychiatry, New York State Psychiatric Institute, Columbia University Medical Center, New York, NY, 10032, USA.
| | | | - Gilliane Kosgei
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Faith Njiriri
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Eve Puffer
- Duke Global Health Institute, Durham, NC, 27710, USA
- Department of Neuroscience and Psychology, Duke University, Durham, NC, 27708, USA
| | - Edith Kamaru Kwobah
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Julius Barasa
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Matthew Turissini
- Department of Medicine, Indiana University, Bloomington, IN, 47405, USA
| | - Justin Rasmussen
- Duke Global Health Institute, Durham, NC, 27710, USA
- Department of Neuroscience and Psychology, Duke University, Durham, NC, 27708, USA
| | - Mary Ott
- Department of Medicine, Indiana University, Bloomington, IN, 47405, USA
| | | | - Wilter Rono
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
| | - Florence Jaguga
- Department of Mental Health, Moi Teaching & Referral Hospital, Eldoret, Kenya
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Jelagat J, Budambula NLM, Ngari M, Budambula V. Polydrug Use among Students in a Public University in a Lower Middle-Income Country. BIOMED RESEARCH INTERNATIONAL 2023; 2023:8085588. [PMID: 37560202 PMCID: PMC10409583 DOI: 10.1155/2023/8085588] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/03/2023] [Revised: 07/20/2023] [Accepted: 07/21/2023] [Indexed: 08/11/2023]
Abstract
Recreational drug use among students in tertiary institutions remains a public health concern. Despite documentation of drug use in Kenyan universities, most of the studies are based on self-reported history which is prone to social desirability bias. It is in this context that we sought to establish lifetime and current drug use among university students. The study investigated self-reported and confirmed drug use. Using proportionate to size and snowball sampling methods, 380 respondents were enrolled from three university campuses. Actual drug use was confirmed qualitatively using a 6 panel plus alcohol saliva test kit. The study participants' median (IQR) age was 22 (20-23) years, and 262 (69%) were male; 328 (86%) were degree-level students, while 127 (33%) were in their fourth year and above. A total of 221 (58%) students reported a lifetime ever use of drugs, while 193 (51%) tested positive for at least one drug. Alcohol, tobacco products (cotinine), marijuana, and amphetamine or khat were the most preferred drugs. The usage was either solely, concurrently, or simultaneously. Having multiple sexual partners compared to students with no sexual partner (adjusted risk ratio (aRR) of 2.33 (95% CI 1.45, 3.76)) and residing in Mishomoroni and Kisauni (aRR 1.50 (95% CI 1.08, 2.09)) were associated with risk of testing positive for any drug. Having one (aRR of 1.54 (95% CI 1.05, 2.26)) and multiple sexual partners (aRR 2.03 (95% CI 1.27, 3.25) and residing in Mishomoroni and Kisauni (aRR 1.48 (95% CI 1.05, 2.08)) were associated with self-reported drug use. One out of two students was currently using drugs. Irrespective of the method used to record data, alcohol, tobacco products, marijuana, and amphetamine or khat were the most preferred drugs. The usage was solely, concurrently, or simultaneously. Future interventions should focus on continuing students, students' residences, and those who are sexually active.
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Affiliation(s)
- Joan Jelagat
- Department of Environment and Health Sciences, Technical University of Mombasa, Kenya
| | | | - Moses Ngari
- KEMRI-Wellcome Trust Research Programme, Kilifi, Kenya
- Department of Public Health, Pwani University, Kenya
| | - Valentine Budambula
- Department of Environment and Health Sciences, Technical University of Mombasa, Kenya
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