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Improving outcomes for people who are homeless and have severe mental illness in Ethiopia, Ghana and Kenya: overview of the HOPE programme

Published online by Cambridge University Press:  21 April 2025

Charlotte Hanlon*
Affiliation:
Division of Psychiatry, Centre for Clinical Brain Sciences, University of Edinburgh, Edinburgh, UK Centre for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
Caroline Smartt
Affiliation:
Centre for Global Mental Health, Health Service and Population Research Department, Institute of Psychiatry, Psychology and Neuroscience, King’s College London, London, UK
Victoria N. Mutiso
Affiliation:
Africa Institute of Mental and Brain Health, Nairobi, Kenya
Peter Yaro
Affiliation:
BasicNeeds-Ghana, Tamale, Ghana
Eleni Misganaw
Affiliation:
Mental Health Service User Association, Addis Ababa, Ethiopia
Ursula Read
Affiliation:
School of Health and Social Care, University of Essex, Colchester, UK
Rosie Mayston
Affiliation:
Department of Global Health & Social Medicine, King’s College London, London, UK
Ribka Birhanu
Affiliation:
College of Health Sciences, School of Medicine, Department of Psychiatry and WHO Collaborating Centre in Mental Health Research and Capacity-Building, Addis Ababa University, Addis Ababa, Ethiopia
Phyllis Dako-Gyeke
Affiliation:
Department of Social and Behavioural Sciences, School of Public Health, University of Ghana, Accra, Ghana
David M. Ndetei
Affiliation:
Africa Institute of Mental and Brain Health, Nairobi, Kenya Department of Psychiatry, University of Nairobi, Nairobi, Kenya
Laura Asher
Affiliation:
Centre for Public Health and Epidemiology, School of Medicine, University of Nottingham, Nottingham, UK Institute of Mental Health, University of Nottingham, Nottingham, UK
Julie Repper
Affiliation:
Imroc (Charity Reg No. 1207904), Nottingham, UK
Julian Eaton
Affiliation:
CBM Global, UK Department of International Public Health, Liverpool School of Tropical Medicine, Liverpool, UK
Kia–Chong Chua
Affiliation:
Department of Biostatistics and Health Informatics, Institute of Psychiatry, Psychology, and Neuroscience, King’s College London, London, UK
Abebaw Fekadu
Affiliation:
Centre for Innovative Drug Development and Therapeutic Trials for Africa (CDT-Africa), College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia Department of Global Health & Infection, Brighton and Sussex Medical School, Brighton, UK
Ruth Tsigebrhan
Affiliation:
College of Health Sciences, School of Medicine, Department of Psychiatry and WHO Collaborating Centre in Mental Health Research and Capacity-Building, Addis Ababa University, Addis Ababa, Ethiopia
Cecilia Ashaley Fofo
Affiliation:
BasicNeeds-Ghana, Accra, Ghana
Kimberly Kariuki
Affiliation:
Centre for Clinical Research, Division of Mental Health, Kenya Medical Research Institute, Nairobi, kenya
Sauharda Rai
Affiliation:
Center for Global Mental Health Equity, Department of Psychiatry and Behavioral Health, George Washington University, Washington, DC, USA
Sisay Abayneh
Affiliation:
College of Education and Behavoural Studies, Arsi University, , Arsi Asela, Ethiopia Department of Psychiatry, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
Caroline Reindorf Amissah
Affiliation:
Deputy Chief Executive, Mental Health Authority, Accra, Ghana
Amma Mpomaa Boadu
Affiliation:
Mental Health Department, Institutional Care Division, Ghana Health Service, Accra, Ghana
Priscilla Makau
Affiliation:
Kitui County, Ministry of Health, Nairobi, Kenya
Agitu Tadesse
Affiliation:
Federal Ministry of Health of Ethiopia, Addis Ababa, Ethiopia
Philip Timms
Affiliation:
National Psychosis Unit, South London and Maudsley NHS Foundation Trust, London, UK Department of Psychological Medicine, King’s College London, London, UK
Martin Prince
Affiliation:
Department of Public Health Sciences, Faculty of Life Sciences and Medicine, King’s College London, London, UK
Graham Thornicroft
Affiliation:
Centre for Global Mental Health and Centre for Implementation Science, Health Service and Population Research Department, Institute of Psychiatry, Psychology & Neuroscience, King’s College London, London, UK
Brandon Kohrt
Affiliation:
Center for Global Mental Health Equity, Department of Psychiatry and Behavioral Health, George Washington University, Washington, DC, USA
Atalay Alem
Affiliation:
Department of Psychiatry and WHO Collaborating Centre in Mental Health Research and Capacity-Building, School of Medicine, College of Health Sciences, Addis Ababa University, Addis Ababa, Ethiopia
*
Corresponding author: Charlotte Hanlon; Email: [email protected]
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Abstract

Aim

HOPE (National Institute for Health and Care Research Global Health Research Group on Homelessness and Mental Health in Africa) aims to develop and evaluate interventions that address the unmet needs of people who are homeless and have severe mental illness (SMI) living in three African countries in ways that are rights-based, contextually grounded, scalable and sustainable.

Methods

We will work in the capital city (Addis Ababa) in Ethiopia, a regional city (Tamale) in Ghana, and the capital city (Nairobi) and a rural county (Makueni) in Kenya to understand different approaches to intervention needed across varied settings.

We will be guided by the MRC/NIHR framework on complex interventions and implementation frameworks and emphasise co-production. Formative work will include synthesis of global evidence (systematic review, including grey literature, and a Delphi consensus exercise) on interventions and approaches to homelessness and SMI. We will map contexts; conduct focused ethnography to understand lived experiences of homelessness and SMI; carry out a cross-sectional survey of people who are homeless (n = 750 Ghana/Ethiopia; n = 350 Kenya) to estimate prevalence of SMI and identify prioritised needs; and conduct in-depth interviews and focus group discussions with key stakeholders to understand experiences, challenges and opportunities for intervention. This global and local evidence will feed into Theory of Change (ToC) workshops with stakeholders to establish agreement about valued primary outcomes, map pathways to impact and inform selection and implementation of interventions. Intervention packages to address prioritised needs will be co-produced, piloted and optimised for feasibility and acceptability using participatory action research. We will use rights-based approaches and focus on community-based care to ensure sustainability. Realist approaches will be employed to analyse how contextual variation affects mechanisms and outcomes to inform methods for a subsequent evaluation of larger scale implementation. Extensive capacity-strengthening activities will focus on equipping early career researchers and peer researchers. People with lived experience of SMI and policymakers are an integral part of the research team. Community engagement is supported by working closely with multisectoral Community Advisory Groups.

Conclusions

HOPE will develop evidence to support action to respond to the needs and preferences of people experiencing homelessness and SMI in diverse settings in Africa. We are creating a new partnership of researchers, policymakers, community members and people with lived experience of SMI and homelessness to enable African-led solutions. Key outputs will include contextually relevant practice and policy guidance that supports achievement of inclusive development.

Type
Special Article
Creative Commons
Creative Common License - CCCreative Common License - BY
This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited.
Copyright
© The Author(s), 2025. Published by Cambridge University Press.

Background

People with severe mental illness (SMI; comprising disabling psychoses and affective conditions) are over-represented in homeless populations globally. However, the situation is stark in low- and lower-middle-income countries (LLMICs), where an estimated 28–36 million people are homeless and have SMI (Chamie, Reference Chamie2017; Smartt et al., Reference Smartt, Prince, Frissa, Eaton, Fekadu and Hanlon2019). In systematic reviews from high-income countries, the co-occurrence of SMI and homelessness is associated with numerous adverse outcomes, including premature mortality (Fazel et al., Reference Fazel, Geddes and Kushel2014); infectious disease (chiefly tuberculosis, HIV and hepatitis B)(Beijer et al., Reference Beijer, Wolf and Fazel2012); non-communicable diseases (Scott et al., Reference Scott, Gavin, Egan, Avalos, Dennedy, Bell and Dunne2013); co-morbid alcohol and substance abuse; injuries and accidents (Mackelprang et al., Reference Mackelprang, Graves and Rivara2014); and suicide (Arnautovska et al., Reference Arnautovska, Sveticic and De Leo2014). Women and youth who are homeless are at particular risk of sexual assault and exploitation (Goodman et al., Reference Goodman, Koss and Russo1995). SMI is a major risk factor for chronic homelessness (Fazel et al., Reference Fazel, Geddes and Kushel2014).

Despite strong social capital and protective family structures in many LLMIC settings in Africa, caring for a person with SMI can overwhelm informal support networks, exacerbated by precarious household finances, stigma, diverse understandings about mental illness and limited mental healthcare provision (Read et al., Reference Read, Adiibokah and Nyame2009). Harsh conditions on the streets can also trigger new onset of SMI. High-quality evidence from LLMICs is scarce, but most people who are homeless and have SMI have unmet basic needs for water, clothing and food, and untreated medical problems; 30–40% are affected by physical disabilities (Fekadu et al., Reference Fekadu, Hanlon, Gebre-Eyesus, Agedew, Haddis, Teferra, Gebre-Eyesus, Baheretibeb, Medhin, Shibre, Workneh, Tegegn, Ketema, Timms, Thornicroft and Prince2014; Singh et al., Reference Singh, Shah and Mehta2016; Tripathi et al., Reference Tripathi, Nischal, Dalal, Agarwal, Agarwal, Trivedi, Gupta and Arya2013). Beyond basic needs, there is evidence of high levels of unmet needs for social support, relationships and rehabilitation, and of exposure to unjust imprisonment, exploitation, physical and sexual abuse. Few (10%) have ever received mental healthcare, and almost none receive adequate ongoing care.

The evidence base for intervention in high-income countries takes housing as an essential aspect of service provision for people who have SMI and are homeless, particularly the Housing First model (Tsemberis, Reference Tsemberis2011), which improves a wide variety of health and social outcomes (Woodhall-Melnik and Dunn, Reference Woodhall-Melnik and Dunn2016). Other evidence-based health interventions include tailored primary healthcare programmes, care coordination, assertive community mental health treatment and critical time interventions (Hwang and Burns, Reference Hwang and Burns2014). The applicabilityof such models to LLMICs may be limited, given their reliance on access to housing, specialist multidisciplinary workers and government-funded social welfare and healthcare services. Furthermore, factors causing or maintaining homelessness in people with SMI in LLMICs vary and demand different responses, for example, in relation to mental health stigma and discrimination, forced displacement and poverty. A decolonial approach to research is therefore required – generating evidence that is centred on lived experience and embedded in local contexts – to stimulate incremental, organic changes that will positively impact the lives of people who are homeless with SMI (Abimbola, Reference Abimbola2021).

In our scoping review (Smartt et al., Reference Smartt, Prince, Frissa, Eaton, Fekadu and Hanlon2019), we were unable to identify any rigorous evaluations of programmes for people who are homeless and have SMI in LLMICs. Most identified programmes are run by stand-alone, non-governmental organisations (NGOs), rarely integrated with government provision (Narasimhan et al., Reference Narasimhan, Gopikumar, Jayakumar, Bunders and Regeer2019), thus limiting scalability and sustainability. Crucially, little attention is paid to social needs and the preferences of those with lived experience, who may not wish to return to their communities of origins, due to ‘push’ factors such as shame, a need to escape from conflict, broken relationships, exploitative work, or other forms of abuse and exclusion, or because of ‘pull’ factors related to perceived opportunities and freedoms in cities (Haile et al., Reference Haile, Umer, Fanta, Birhanu, Fejo, Tilahun, Derajew, Tadesse, Zienawi, Chaka and Damene2020).

There remains a crucial gap in evidence and global recommendations of care for people with SMI who are homeless. Any effective response will require coordination and close collaboration of specialist and community-based care across sectors, particularly when family supports are overwhelmed or absent, as well as the meaningful involvement of people with lived experience. This evidence gap indicates a pressing need for an Africa-led partnership of researchers and key stakeholders to conduct high-quality research in this area.

The aim of HOPE (National Institute for Health and Care Research Global Health Research Group on Homelessness and Mental Health in Africa) is to develop and evaluate approaches to addressing the unmet needs of people who are homeless and have SMI living in LLMICs in ways that are rights-based, contextually grounded, scalable and sustainable.

Objectives:

  1. 1) Establish a partnership of researchers, implementers, policymakers and people with lived experience.

  2. 2) Synthesise global evidence and obtain expert consensus on priority actions and approaches.

  3. 3) Work in distinctive settings in Ethiopia (capital city), Ghana (regional capital) and Kenya (capital city and rural county) to:

    1. a. Identify the priority needs and valued outcomes of those with lived experience, and opportunities and challenges for intervention.

    2. b. Integrate global and local evidence to select, co-produce and pilot interventions that target priority needs, in order to investigate acceptability and feasibility.

    3. c. Evaluate the impact of interventions on the human rights and outcomes valued by people with lived experience and generate evidence on intervention costs, implementation processes and outcomes.

    4. d. Pioneer the development of methods and ethical frameworks for future research and interventions.

  4. 4) Impact global policy and practice through translation of evidence into a ‘how-to’ guide to adapt and implement programmes in diverse LLMIC contexts.

  5. 5) Build sustainable capacity across partners that support South–South and South–North exchange of expertise and mutual learning, and develops individuals, teams, organisations and systems.

Methods

See Fig. 1 for an overview of HOPE. HOPE is structured into work packages (WP): WP1 (project coordination), WP2 (formative phase), WP3 (intervention co-production/piloting), WP4 (implementation/evaluation), WP5 (capacity-strengthening) and WP6 (lived experience, community engagement and research uptake). In HOPE, we have prioritised the involvement of people with lived experience in all aspects of the research and delivery of interventions.

Figure 1. Overview of the HOPE project

Countries and settings

See Table 1 for characteristics of the countries and sites. These sites have been selected because (1) there is an evident need to improve support for people who are homeless and have SMI, (2) they are distinctive contexts in East and West Africa across low-income and lower-middle income countries; and (3) there are opportunities to build on existing programmes and political will. Homelessness has increased across the study countries, with accompanying challenges of poor health outcomes (Elsey et al., Reference Elsey, Agyepong, Huque, Quayyem, Baral, Ebenso, Kharel, Shawon, Onwujekwe, Uzochukwu, Nonvignon, Aryeetey, Kane, Ensor and Mirzoev2019). In each study setting, social exclusion and stigmatisation of people who are homeless is common (UNICEF, MOLSA and Development Pathways, 2019), which intersects with stigma and discrimination experienced by persons with SMI (Forthal et al., Reference Forthal, Fekadu, Medhin, Selamu, Thornicroft and Hanlon2019; Mutiso et al., Reference Mutiso, Pike, Musyimi, Gitonga, Tele, Rebello, Thornicroft and Ndetei2019; Read et al., Reference Read, Adiibokah and Nyame2009). Although all three countries are expanding community-based mental healthcare, these services are not tailored to the complex needs of people who are homeless and are inaccessible due to the reliance on families to bring a person to services and often meet the costs of treatment. Faith-based, civil society and NGOs contribute to crisis responses to basic needs for sub-groups of homeless populations but such efforts are fragmented (UNICEF, MOLSA and Development Pathways, 2019).

Table 1. Characteristics of countries and project sites in HOPE

Conceptualising homelessness

Our starting point for defining homelessness is: spending the night unsheltered or in other places not intended for habitation. We will exclude people who spend their days on the streets, for example, to beg, but who have stable night-time accommodation. However, the concept of homelessness is complex and locally nuanced, so the target population will be operationalised for each study site in the formative phase.

Theoretical framework

The research work in HOPE will follow the Medical Research Council/National Institute for Health and Care Research (MRC/NIHR) framework for developing and evaluating complex interventions (Skivington et al., Reference Skivington, Matthews, Simpson, Craig, Baird, Blazeby, Boyd, Craig, French, McIntosh, Petticrew, Rycroft-Malone, White and Moore2021). We will use ToC as a participatory tool to inform each aspect of the MRC/NIHR approach (De Silva et al., Reference De Silva, Breuer, Lee, Asher, Chowdhary, Lund and Patel2014). Applying realist approaches, we will develop programme theories to inform evaluation. Unmet needs will be framed within a socio-ecological model that seeks to understand and propose interventions to address the individual, family, societal and political-level barriers to social inclusion.

WP2: Formative phase

An extensive formative phase will comprise syntheses of global evidence and best practice alongside primary data collection in each setting: context mapping, ethnography and a cross-sectional study.

Systematic review

Building on our previous scoping review (Smartt et al., Reference Smartt, Prince, Frissa, Eaton, Fekadu and Hanlon2019), we will conduct a systematic review, including grey literature, to identify interventions for people who are homeless with SMI in LLMICs (Smartt et al., Reference Smartt, McPhail, Hanlon, Musyimi and Agorinya2023). We will carry out a narrative synthesis of types of interventions, implementation strategies and evidence of impact.

Delphi consensus exercise

A Delphi consensus exercise will help identify global perspectives on best practices and priorities for interventions. We will invite people with experience of implementing relevant programmes in different regions in LLMICs, identified through the grey literature review and including French-, Spanish- and Portuguese-speaking implementers, and representatives of mental health service user associations, disability rights organisations and the World Health Organization (WHO). In the first round, participants identify interventions/components of programmes that they consider important. These will be consolidated and augmented by emerging findings from our review. In the second round, participants will rank each identified component/strategy based on importance and feasibility in LLMICs. Finally, the anonymised aggregated responses will be fed back to the participants, with further ranking to identify essential, desirable and optional elements of intervention programmes, as well as any ethical concerns.

Context mapping

We will conduct a documentary analysis of relevant policies, laws and plans relating to people who are homeless in our settings, inclusive of documents relating to public health, social care, legal decrees and other municipal documents. We will consult with community leaders and other key stakeholders in administrative positions, NGOs and religious and traditional healing sites. We will establish where people who are homeless and have SMI can be reached, and document the roles of different agencies and existing initiatives. Findings from the analysis will be synthesised using a matrix, informed by an implementation framework to map context (Pfadenhauer et al., Reference Pfadenhauer, Gerhardus, Mozygemba, Lysdahl, Booth, Hofmann, Wahlster, Polus, Burns, Brereton and Rehfuess2017), facilitating cross-country comparisons.

Primary data collection for formative studies

Primary data collection comprises a focused ethnography (Sangaramoorthy and Kroeger, Reference Sangaramoorthy and Kroeger2020) and a cross-sectional study to understand experiences of homelessness and SMI, population burden, level of unmet needs, and sources of support, preferences, opportunities and potential barriers to intervention. We will carry out participant observation in locations where people are likely to sleep, visit or spend the day. Observations and linked interviews will focus on people who are homeless and have SMI, other members of the community, and their interactions. Interviews and focus group discussions will be conducted with key informants. The specific aims and methods are detailed in Table 2.

Table 2. Overview of methods for formative phase studies and pilot study

b Previously adapted for Ethiopia and Kenya.

Ethics

Key ethical challenges will now be highlighted: consent, responding to basic needs and safeguarding.

Consent to participate

In the ethnography, gatekeeper permission will be obtained. Aligned with accepted ethics of ethnographic practice, we will not seek formal consent from individuals who are being observed. The purpose of participant observation is to access an understanding of the day-to-day lives of people who are homeless and have SMI which might not be obtained via other methods, such as formal qualitative interviews. The process of obtaining informed consent can disrupt participants’ natural behaviours, actions and responses, including their relationship with the researcher-observer, risking the valuable insights ethnography might add. This was a point of contention in the HOPE team, with concerns raised by the Lived Experience Advisory Group (LEAG; below) about the dignity and autonomy of the person. To address these concerns, we will seek to build rapport with people who are homeless and have SMI over time through regular visits by the researchers and informal conversation, an approach used to engage homeless people with SMI in similar settings (Eaton et al., Reference Eaton, Des Roches, Nwaubani and Winters2015). This will facilitate respectful engagement with the person, allowing them to gain an understanding of the researcher’s role and develop trust. The researchers will be carefully trained and supervised to ensure they respect any desire not to be observed and cease observation if a person communicates discomfort (verbally or non-verbally). For in-depth interviews, informed consent will be obtained.

In the cross-sectional study, we will include people who lack mental capacity to provide informed consent as participants in the study with appropriate safeguards. We argue that the ethical principle of justice is upheld because the study enables us to obtain an understanding of the needs of the most vulnerable people who are homeless and have SMI and design interventions that best meet those needs. The United Nations Convention on the Rights of Persons with Disabilities implies a presumption of equal treatment with others who may wish to participate in research (i.e. having equal legal capacity), with the proviso that the prospective participant’s will and preference is always actively recognised and respected. We will not include anyone in the study if they indicate refusal or if there is any other indication that their will and preference would be not to participate. To identify evidence of the latter, we will seek to speak to a trusted person who is nominated by the person who is homeless and has SMI. That person could be anyone who credibly supports the individual. In the absence of such a person, a mental health/disability advocate will communicate with the person, seek to identify their will and preference and provide permission for the person’s participation. Mental capacity will be assessed by a mental health professional, using a standardised approach (Hanlon et al., Reference Hanlon, Alem, Medhin, Shibre, Ejigu, Negussie, Dewey, Wissow, Prince, Susser, Lund and Fekadu2016). As a further safeguard for study participants who lack mental capacity, we will make systematic efforts to reassess capacity after 2 weeks, during which time we will support them to access mental health services. If the person has regained capacity, they will be invited to provide informed consent to participate and, if they decline, they will be withdrawn from the study.

Responding to basic needs

During the ethnography fieldwork, researchers may offer refreshments to people who are homeless during informal interactions as an act of reciprocity and following altruistic norms. For the cross-sectional survey, refreshments will be made available for all people who are homeless in the vicinity, regardless of study participation, so as not to provide undue incentives or coercion to participate. People with emergency medical needs will be supported to access care, working with local healthcare services and community health workers. When safeguarding needs surface, we will respond as detailed below. Participants will be informed about resources in the vicinity where they may access support, e.g. in relation to shelter, feeding programmes, local health services, and support for vulnerable women. For people with SMI, concerted efforts will be made to link them to mental health services (according to their preference). Involuntary mental healthcare will be utilised only in line with the country’s legislation (Ghana, Kenya) or, where no legislation exists (Ethiopia), if the person’s mental state is assessed as posing an imminent risk of harm to themselves or others. In the previous study from Ethiopia (Fekadu et al., Reference Fekadu, Hanlon, Gebre-Eyesus, Agedew, Haddis, Teferra, Gebre-Eyesus, Baheretibeb, Medhin, Shibre, Workneh, Tegegn, Ketema, Timms, Thornicroft and Prince2014), only 2 out of 89 people who were homeless and had SMI received involuntary psychiatric treatment.

Safeguarding

Standard operating procedures (see supplementary file 2) have been developed to support researcher responses to safeguarding concerns arising from (1) chaining, restraint or seclusion; (2) sexual abuse, exploitation or harassment; (3) physical abuse or serious physical health concerns; (4) suicidal behaviour; (5) violent or aggressive behaviour; (6) human rights abuses by professionals or community members; and (7) child trafficking or other child protection needs. Community advisory boards, including persons with lived experience, informed the development of localised protocols.

WP 3: Intervention co-development and piloting

Participatory ToC workshops and intervention selection

We will conduct ToC workshops at the beginning and end of the formative phase. Each ToC workshop will last 0.5–1 day. Participants will include stakeholders identified through the formative work. Workshops will start by developing agreement on the desired long-term outcomes and impacts of the programme, then map out the interventions needed to achieve intermediate outcomes, identifying underlying assumptions and barriers, potential implementation strategies, required resources and inputs, and indicators of success. Global and country-specific evidence and experience arising from the formative phase findings will be integrated into the initial programme theory derived from the ToC workshops.

Interventions with evidence of effectiveness in low- or middle-income countries identified through our reviews and Delphi exercise will be examined for relevance to preferences, unmet needs and feasibility of adaptation (based on formative studies). We will identify where new intervention development is needed (Box 1). This process will initially be undertaken within each country by a small (n = 5–8) working group comprising people with lived experience of SMI, potential implementers and the HOPE country project teams. HOPE consortium members will then review the proposed interventions/approaches and suggest further ways to tailor the interventions to the local context. We will give particular focus to rights-based approaches, potential scalability and sustainability, and identifying the role of peer support.

Co-development of interventions and implementation strategies

Working groups of people with lived experience, implementers and the research team will meet several times to co-produce the interventions, implementation strategies and fidelity checklists. We will describe the interventions according to recommended guidance (Hoffmann et al., Reference Hoffmann, Glasziou, Boutron, Milne, Perera, Moher, Altman, Barbour, Macdonald, Johnston, Lamb, Dixon-Woods, McCulloch, Wyatt, Chan and Michie2014) and catalogue the implementation strategies according to existing taxonomies (Powell et al., Reference Powell, Waltz, Chinman, Damschroder, Smith, Matthieu, Proctor and Kirchner2015) to enhance testing in new settings. The FRAME (Framework for Reporting Adaptations and Modifications Expanded) implementation tool (Wiltsey Stirman et al., Reference Wiltsey Stirman, Baumann and Miller2019) will be used to document intervention adaptations and their justification. We anticipate that the resulting intervention packages for the three study settings will have elements that are similar, although addressed in differing ways depending on the context (e.g. accessing physical and mental healthcare, addressing basic needs, common elements of needs assessment and planning, peer support, individual engagement, addressing social exclusion) as well as elements that may be site-specific (e.g. addressing substance misuse, family interventions, housing). Candidate personnel for delivering and supervising the intervention/s will be existing human resources, such as community health workers, peers (people with lived experience), the NGO sector, social workers, primary healthcare staff and psychiatric nurses.

Realist methods

We will conduct a realist synthesis to inform our understanding of what works, for whom, in what circumstances and why (Wong et al., Reference Wong, Westhorp, Greenhalgh, Manzano, Jagosh and Greenhalgh2017). Drawing on cross-country analyses of findings from the formative phase, we will map our initial ToC-based programme theories onto mid-range programme theories and, in collaboration with key stakeholders, develop hypotheses about the important ways that interventions can bring about change in different contexts, i.e. ‘context–mechanism–outcome configurations’. These will then be explored in the pilot phase and used to develop a realist evaluation framework for larger-scale implementation.

Box 1. Candidate interventions for adaptation

HOPE co-investigators have been involved in the development, implementation and evaluation of several interventions for people with SMI in the study countries which have potential relevance to homeless populations. Materials (manuals, training materials) and implementation strategies (e.g. for competency-based training and supervision (Laura Asher et al. Reference Asher, Birhane, Teferra, Milkias, Worku, Habtamu, Kohrt and Hanlon2021)) are available for the following: community-based rehabilitation for people with SMI delivered by lay workers (Asher et al. Reference Asher, Birhane, Weiss, Medhin, Selamu, Patel, De Silva, Hanlon and Fekadu2022; Asher et al. Reference Asher, Hanlon, Birhane, Habtamu, Eaton, Weiss, Patel, Fekadu and De Silva2018), social contact-based stigma reduction interventions (Kohrt et al. Reference Kohrt, Jordans, Turner, Rai, Gurung, Dhakal, Bhardwaj, Lamichhane, Singla, Lund, Patel, Luitel and Sikkema2021), awareness-raising and community outreach for people who are homeless and have SMI, engagement with traditional and religious healers (L. Asher et al. Reference Asher, Birhanu, Baheretibeb and Fekadu2021; Yaro et al. Reference Yaro, Asampong, Tabong, Anaba, Azuure, Dokurugu and Nantogmah2020), task-shared models of integrated mental health care in primary health care (Hanlon et al. Reference Hanlon, Medhin, Dewey, Prince, Assefa, Shibre, Ejigu, Negussie, Timothewos, Schneider, Thornicroft, Wissow, Susser, Lund, Fekadu and Alem2022; Hanlon et al. Reference Hanlon, Medhin, Selamu, Birhane, Dewey, Tirfessa, Garman, Asher, Thornicroft, Patel, Lund, Prince and Fekadu2019; Mutiso et al., Reference Mutiso, Pike, Musyimi, Gitonga, Tele, Rebello, Thornicroft and Ndetei2019), brief psychological interventions (Bitew et al. Reference Bitew, Keynejad, Myers, Honikman, Medhin, Girma, Howard, Sorsdahl and Hanlon2021), brief interventions for substance use disorders (Clair et al. Reference Clair, Rossa-Roccor, Mokaya, Mutiso, Musau, Tele, Ndetei and Frank2019; Hailemariam et al. Reference Hailemariam, Fekadu, Selamu, Medhin, Prince and Hanlon2016; Harder et al. Reference Harder, Musau, Musyimi, Ndetei and Mutiso2020) and gender-based violence (Keynejad et al. Reference Keynejad, Bitew, Sorsdahl, Myers, Honikman, Medhin, Deyessa, Sevdalis, Tol, Howard and Hanlon2020), family interventions (Asher et al. Reference Asher, Hanlon, Birhane, Habtamu, Eaton, Weiss, Patel, Fekadu and De Silva2018; Casey et al. Reference Casey, Krupa, Lysaght, Price, Canes, Ngan, Little, Jayaraman, Ruhara, Mutiso and Ndetei2018), livelihoods interventions (BasicNeeds-Ghana; Lund et al. Reference Lund, Waruguru, Kingori, Kippen-Wood, Breuer, Mannarath and Raja2013), addressing basic needs (BasicNeeds-Ghana), self-help groups and peer support (Cohen et al. Reference Cohen, Raja, Underhill, Yaro, Dokurugu, De Silva and Patel2012; Puschner et al. Reference Puschner, Repper, Mahlke, Nixdorf, Basangwa, Nakku, Ryan, Baillie, Shamba, Ramesh, Moran, Lachmann, Kalha, Pathare, Müller-Stierlin and Slade2019). In the ongoing SCOPE project (Ethiopia), we are developing a toolkit for early identification of people who are homeless and have SMI (Hanlon et al. 2023).

Pilot study

The resulting intervention package will be piloted in each country in a circumscribed geographical area linked to a primary healthcare centre or other relevant facility. We will conduct a single-arm feasibility study over 3 months, focusing on initial assessment and care planning, engagement and early interventions (see Table 2). Based on the ToC and realist synthesis, we will identify process indicators (spanning quantitative and qualitative data) for each intermediate outcome and explore potential mechanisms through which context influences outcomes. We will examine the feasibility and appropriateness of using routinely collected service indicators and identify where project data will be needed as the basis for monitoring and evaluation, and quality improvement. We will initially run training for a small group of implementers. Regular meetings (every 1–2 weeks) with implementers and people with lived experience, supported by the project team, will use plan-do-study-act (PDSA) cycles (Taylor et al., Reference Taylor, McNicholas, Nicolay, Darzi, Bell and Reed2014) to identify and address emerging challenges, allowing iterative improvement of the intervention and approaches. The structures and supports that underpin this co-production approach are the focus of WP5 and WP6.

Costing interventions

Proformas will be designed and tested to facilitate key decisions about our costing approach; for example, determining which intervention components can be reliably estimated at an individual (bottom-up) level and which will require an aggregate (top-down) approach. In semi-structured interviews with implementers, we will gain views on the extent to which additional tasks related to the intervention replace or add to existing activities, to identify possible resource allocation for services or organisational implications that need to be scrutinised in the larger-scale implementation and evaluation study. A service use data collection form will be adapted and piloted.

WP4: Implementation and evaluation

Based on pilot study findings, the country working groups will finalise interventions and implementation strategies. We will then carry out phased implementation and theory-driven evaluation of the intervention package at a larger scale in the formative study sites. A study protocol will be reported separately.

WP5: Capacity-strengthening

We are not aware of a partnership focused on addressing needs of people who are homeless and have SMI in Africa. Tackling this problem mandates use of research methodologies that have not been widely used in global mental health, including ethnography and participatory action research. To be successful, the partnership also needs to expand research capabilities to peer researchers and implementers, build researcher capacity for rights-based work and strengthen capacity for multi-sectoral working that is respectful and inclusive. We will deliver a programme of capacity-strengthening that builds on identified capabilities, is tailored to the different needs across countries and institutions, links directly to the work in HOPE, is designed for sustainability and is evaluated for impact (Hanlon et al., Reference Hanlon, Semrau, Alem, Abayneh, Abdulmalik, Docrat, Evans-Lacko, Gureje, Jordans, Lempp, Mugisha, Petersen, Shidhaye and Thornicroft2018) (see Table 3). Guided by the ESSENCE framework (TDR/World Health Organization, 2016), our capacity-strengthening efforts will be evaluated for impact by collecting the following data: process indicators (participants in training courses and webinars: gender, age and background of participants; uptake and completion of training), satisfaction (anonymous online survey), impact (publications, percentage of first authors from LMICs, with lived experience and/or who are female, grant applications and conference presentations).

Table 3. HOPE capacity-strengthening activities

WP6: Lived experience, community engagement and research uptake

Mental health service user and advocacy organisations, and representatives from Ministries of Health in each partner country, contributed to the development of the HOPE proposal and were named collaborators on the grant application, in recognition of the fundamental importance of their active engagement in HOPE. A LEAG has been established and meets monthly to provide input into evolving study protocols and standard operating procedures, especially in relation to ethically sensitive aspects of the study. The LEAG feeds back to the HOPE steering committee and investigator group monthly and has directly influenced methods for ethnography and the survey. We are seeking to expand the LEAG to include people who have lived experience of homelessness as well as SMI, supported by empowerment methods such as PhotoVoice (Rai et al., Reference Rai, Gurung and Kohrt2023).

Policymaker collaborators and World Health Organization representatives also join steering committee meetings on a quarterly basis and attend the annual meeting, with interim engagement within countries. In these meetings, priority is given to understanding the country level and global policy context and opportunities for HOPE to achieve impact, as well as keeping colleagues informed about, and engaged with, developing plans and emerging findings. Local community and stakeholder engagement is achieved through multisectoral community advisory boards and national level country management groups. Ongoing engagement and targeted messaging are key aspects of our research uptake strategy, focused on achieving high levels of ownership and the potential for sustainable impacts. We will monitor policy uptake of HOPE outputs.

Discussion

Potential challenges

The HOPE programme is ambitious and faces important structural barriers to its success. These include stigma and the limited availability of social welfare provision and services tailored to the needs of people with SMI who are homeless. For sustainability we are focusing on mobilising existing resources and ensuring fair access, but we will also use findings to advocate for greater prioritisation of this group in resource allocation.

Practice implications

Our inclusive approach to partnership combined with our focus on the preferences and priorities of people with lived experience of SMI and/or homelessness marks an important change to existing practice. The resulting intervention packages will seek to coordinate services around individuals rather than vice versa, with efforts to avoid vertical programming. The importance of multi- and inter-sectoral programming to support recovery of people with SMI has been highlighted (van Rensburg and Brooke-Sumner, Reference Van Rensburg and Brooke-Sumner2023). Lessons learned from HOPE will have relevance for other populations of people with SMI who have complex needs and WHO’s renewed efforts to promote de-institutionalisation of mental health care (WHO, 2022).

Policy implications

The HOPE NIHR Global Health Research Group will speak directly to the United Nations Sustainable Development Goal imperative that ‘no one should be left behind’ in development efforts (Patel et al., Reference Patel, Saxena, Lund, Thornicroft, Baingana, Bolton, Chisholm, Collins, Cooper, Eaton, Herrman, Herzallah, Huang, Jordans, Kleinman, Medina-Mora, Morgan, Niaz, Omigbodun, Prince, Rahman, Saraceno, Sarkar, De Silva, Singh, Stein, Sunkel and Unützer2018), seeking to address the systematic exclusion of people who are homeless and have SMI from key services and societal opportunities. While the imperative for social inclusion of people who are homeless, including those with SMI, is emphasised by the United Nations (United Nations Secretary General, 2023), governments and implementing organisations are hampered by a lack of compelling and fit-for-purpose evidence; and there is a particular evidence gap in LLMICs. In HOPE, we will generate evidence on rights-based, contextually relevant, effective and scalable interventions for people who are homeless and have SMI.

Supplementary material

The supplementary material for this article can be found at https://doi.org/10.1017/S2045796025000186.

Availability of data and materials

The paper describes planned work and does not make use of any data.

Acknowledgements

CH and AA receive funding support from Wellcome Trust through grant 222154/Z20/Z. CH also receives support from WT grant 223615/Z/21/Z. AA also receives funding from Developing Excellence in Leadership, Training and Science Initiative II (DELTAS Africa II) Grant a joint funding support from Wellcome Trust and UK’s Foreign, Commonwealth and Development Office (FCDO).

Financial support

The research reported in this publication is funded by the National Institute for Health and Social Care Research (NIHR) through the Global Health Research Group on Homelessness and Mental Health in Africa (NIHR134325), using UK aid from the UK Government. The views expressed in this publication are those of the authors and not necessarily those of the NIHR or the Department of Health and Social Care or Public Health England.

Competing interests

None.

Ethical standards

The authors assert that all procedures contributing to this work comply with the ethical standards of the relevant national and institutional committees on human experimentation and with the Helsinki Declaration of 1975, as revised in 2008.

Footnotes

Dedication

The HOPE co-investigators and collaborators would like to dedicate this paper to the memory of Dr Phyllis Dako-Gyeke, who sadly passed away in June 2024. Dr Dako-Gyeke was the co-Principal Investigator for HOPE in Ghana and made substantial contributions to the project and this manuscript. May her soul rest in peace.

References

Abimbola, S (2021) The uses of knowledge in global health. BMJ - Global Health 6(4), .CrossRefGoogle ScholarPubMed
Arnautovska, U, Sveticic, J and De Leo, D (2014) What differentiates homeless persons who died by suicide from other suicides in Australia? A comparative analysis using a unique mortality register. Social Psychiatry & Psychiatric Epidemiology 49(4), 583589.CrossRefGoogle Scholar
Asante, KO, Meyer-Weitz, A and Petersen, I (2014) Substance use and risky sexual behaviours among street connected children and youth in Accra, Ghana. Substance abuse treatment, prevention, and policy 9(1), 19.Google Scholar
Asher, L, Birhane, R, Teferra, S, Milkias, B, Worku, B, Habtamu, A, Kohrt, BA and Hanlon, C (2021) “Like a doctor, like a brother”: Achieving competence amongst lay health workers delivering community-based rehabilitation for people with schizophrenia in Ethiopia. PLOS ONE 16(2), . https://doi.org/10.1371/journal.pone.0246158.CrossRefGoogle ScholarPubMed
Asher, L, Birhane, R, Weiss, HA, Medhin, G, Selamu, M, Patel, V, De Silva, M, Hanlon, C and Fekadu, A (2022) Community-based rehabilitation intervention for people with schizophrenia in Ethiopia (RISE): results of a 12-month cluster-randomised controlled trial. Lancet Glob Health 10(4), e530e542. https://doi.org/10.1016/s2214-109x(22)00027-4.CrossRefGoogle ScholarPubMed
Asher, L, Birhanu, R, Baheretibeb, Y and Fekadu, A (2021) “Medical treatments are also part of God’s gift”: Holy water attendants’ perspectives on a collaboration between spiritual and psychiatric treatment for mental illness in Ethiopia. Transcultural Psychiatry Accepted.CrossRefGoogle ScholarPubMed
Asher, L, Hanlon, C, Birhane, R, Habtamu, A, Eaton, J, Weiss, HA, Patel, V, Fekadu, A and De Silva, M (2018) Community-based rehabilitation intervention for people with schizophrenia in Ethiopia (RISE): a 12 month mixed methods pilot study. BMC Psychiatry 18(1), . https://doi.org/10.1186/s12888-018-1818-4.CrossRefGoogle Scholar
Bebbington, P and Nayani, T (1995) The psychosis screening questionnaire. International Journal of Methods in Psychiatric Research 5(1):.Google Scholar
Beijer, U, Wolf, A and Fazel, S (2012) Prevalence of tuberculosis, hepatitis C virus, and HIV in homeless people: a systematic review and meta-analysis. The Lancet Infectious Diseases 12(11), 859870.CrossRefGoogle ScholarPubMed
Bitew, T, Keynejad, R, Myers, B, Honikman, S, Medhin, G, Girma, F, Howard, L, Sorsdahl, K and Hanlon, C (2021) Brief problem-solving therapy for antenatal depressive symptoms in primary care in rural Ethiopia: protocol for a randomised, controlled feasibility trial. Pilot and Feasibility Studies 7(1), . https://doi.org/10.1186/s40814-021-00773-8.CrossRefGoogle ScholarPubMed
Braun, V, and Clarke, V (2019) Reflecting on reflexive thematic analysis. Qualitative Research in Sport, Exercise and Health, 11(4), 589597. https://doi.org/10.1080/2159676X.2019.1628806.CrossRefGoogle Scholar
Casey, R, Krupa, T, Lysaght, R, Price, E, Canes, M, Ngan, N, Little, J, Jayaraman, V, Ruhara, R, Mutiso, V and Ndetei, D (2018) The Development and Application of a Recovery-Oriented Psychosocial Rehabilitation Toolkit in Kenya: A Community Based Research Initiative for Social Inclusion. Journal of Psychosocial Rehabilitation and Mental Health 5(2), 199207.CrossRefGoogle Scholar
Chamie, J, (2017) As Cities Grow, So Do the Numbers of Homeless. https://yaleglobal.yale.edu/content/cities-grow-so-do-numbers-homeless (accessed 12th May 2021). Yale University.Google Scholar
Clair, V, Rossa-Roccor, V, Mokaya, AG, Mutiso, V, Musau, A, Tele, A, Ndetei, DM and Frank, E (2019) Peer- and Mentor-Enhanced Web-Based Training on Substance Use Disorders: A Promising Approach in Low-Resource Settings. Psychiatr Serv 70(11), 10681071. https://doi.org/10.1176/appi.ps.201900201.CrossRefGoogle ScholarPubMed
Cohen, A, Raja, S, Underhill, C, Yaro, BP, Dokurugu, AY, De Silva, M and Patel, V (2012) Sitting with others: mental health self-help groups in northern Ghana. International journal of mental health systems 6(1), 11. https://doi.org/10.1186/1752-4458-6-1.CrossRefGoogle ScholarPubMed
De Silva, MJ, Breuer, E, Lee, L, Asher, L, Chowdhary, N, Lund, C and Patel, V (2014) Theory of Change: a theory-driven approach to enhance the Medical Research Council’s framework for complex interventions. Trials 15(1), .CrossRefGoogle Scholar
Eaton, J, Des Roches, B, Nwaubani, K and Winters, L (2015) Mental health care for vulnerable people with complex needs in low-income countries: two services in West Africa. Psychiatric Services (Washington, DC) 66(10), .CrossRefGoogle ScholarPubMed
Elsey, H, Agyepong, I, Huque, R, Quayyem, Z, Baral, S, Ebenso, B, Kharel, C, Shawon, RA, Onwujekwe, O, Uzochukwu, B, Nonvignon, J, Aryeetey, GC, Kane, S, Ensor, T and Mirzoev, T (2019) Rethinking health systems in the context of urbanisation: challenges from four rapidly urbanising low-income and middle-income countries. BMJ - Global Health 4(3), .CrossRefGoogle ScholarPubMed
Fazel, S, Geddes, JR and Kushel, M (2014) The health of homeless people in high-income countries: descriptive epidemiology, health consequences, and clinical and policy recommendations. The Lancet 384(9953), 15291540.CrossRefGoogle ScholarPubMed
Fekadu, A, Hanlon, C, Gebre-Eyesus, E, Agedew, M, Haddis, S, Teferra, S, Gebre-Eyesus, T, Baheretibeb, Y, Medhin, G, Shibre, T, Workneh, A, Tegegn, T, Ketema, A, Timms, P, Thornicroft, G and Prince, M (2014) Burden of mental disorders and unmet needs among street homeless people in Addis Ababa, Ethiopia. BMC Medicine 12(138). https://doi.org/10.1186/s12916-014-0138-x.CrossRefGoogle ScholarPubMed
Forthal, S, Fekadu, A, Medhin, G, Selamu, M, Thornicroft, G and Hanlon, C (2019) Rural vs urban residence and experience of discrimination among people with severe mental illnesses in Ethiopia. BMC Psychiatry. 19(1), .CrossRefGoogle Scholar
Goodman, L, Koss, MP and Russo, N (1995) Physical and sexual assault prevalence among homeless women with serious mental illness. American Journal of Orthopsychiatry 65(4), 468478.CrossRefGoogle ScholarPubMed
Haile, K, Umer, H, Fanta, T, Birhanu, A, Fejo, E, Tilahun, Y, Derajew, H, Tadesse, A, Zienawi, G, Chaka, A and Damene, W (2020) Pathways through homelessness among women in Addis Ababa, Ethiopia: a qualitative study. PLOS ONE 15(9), .CrossRefGoogle Scholar
Hailemariam, M, Fekadu, A, Selamu, M, Medhin, G, Prince, M and Hanlon, C (2016) Equitable access to integrated primary mental healthcare for people with severe mental disorders in Ethiopia: a formative study. International Journal for Equity in Health 15(1), . https://doi.org/10.1186/s12939-016-0410-0.CrossRefGoogle Scholar
Hanlon, C, Alem, A, Medhin, G, Shibre, T, Ejigu, DA, Negussie, H, Dewey, M, Wissow, L, Prince, M, Susser, E, Lund, C and Fekadu, A (2016) Task sharing for the care of severe mental disorders in a low-income country (TaSCS): study protocol for a randomised, controlled, non-inferiority trial. Trials 17(1), .CrossRefGoogle Scholar
Hanlon, C, Medhin, G, Dewey, ME, Prince, M, Assefa, E, Shibre, T, Ejigu, DA, Negussie, H, Timothewos, S, Schneider, M, Thornicroft, G, Wissow, L, Susser, E, Lund, C, Fekadu, A and Alem, A (2022) Efficacy and cost-effectiveness of task-shared care for people with severe mental disorders in Ethiopia (TaSCS): a single-blind, randomised, controlled, phase 3 non-inferiority trial. Lancet Psychiatry 9(1), 5971. https://doi.org/10.1016/s2215-0366(21)00384-9.CrossRefGoogle ScholarPubMed
Hanlon, C, Medhin, G, Selamu, M, Birhane, R, Dewey, M, Tirfessa, K, Garman, E, Asher, L, Thornicroft, G, Patel, V, Lund, C, Prince, M and Fekadu, A (2019) Impact of integrated district level mental health care on clinical and social outcomes of people with severe mental illness in rural Ethiopia: an intervention cohort study. Epidemiology and Psychiatric Sciences, https://doi.org/10.1017/S2045796019000398.Google ScholarPubMed
Hanlon, C, Semrau, M, Alem, A, Abayneh, S, Abdulmalik, J, Docrat, S, Evans-Lacko, S, Gureje, O, Jordans, M, Lempp, H, Mugisha, J, Petersen, I, Shidhaye, R and Thornicroft, G (2018) Evaluating capacity-building for mental health system strengthening in low- and middle-income countries for service users and caregivers, service planners and researchers. Epidemiology and Psychiatric Sciences 27(1), 310.CrossRefGoogle ScholarPubMed
Harder, VS, Musau, AM, Musyimi, CW, Ndetei, DM and Mutiso, VN (2020) A randomized clinical trial of mobile phone motivational interviewing for alcohol use problems in Kenya. Addiction 115(6), 10501060. https://doi.org/10.1111/add.14903.CrossRefGoogle ScholarPubMed
Hoffmann, TC, Glasziou, PP, Boutron, I, Milne, R, Perera, R, Moher, D, Altman, DG, Barbour, V, Macdonald, H, Johnston, M, Lamb, SE, Dixon-Woods, M, McCulloch, P, Wyatt, JC, Chan, A-W and Michie, S (2014) Better reporting of interventions: template for intervention description and replication (TIDieR) checklist and guide. BMJ: British Medical Journal 348, .CrossRefGoogle ScholarPubMed
Humeniuk, R, Ali, R, Babor, TF, Farrell, M, Formigoni, ML, Jittiwutikarn, J, de Lacerda, RB, Ling, W, Marsden, J, Monteiro, M, Nhiwatiwa, S, Pal, H, Poznyak, V and Simon, S (2008) Validation of the Alcohol, Smoking And Substance Involvement Screening Test (ASSIST). Addiction (Abingdon, England). 103(6):. Epub 2008/04/01. https://doi.org/10.1111/j.1360-0443.2007.02114.x.CrossRefGoogle Scholar
Hwang, SW and Burns, T (2014) Health interventions for people who are homeless. Lancet 384(9953), 15411547.CrossRefGoogle ScholarPubMed
Keynejad, RC, Bitew, T, Sorsdahl, K, Myers, B, Honikman, S, Medhin, G, Deyessa, N, Sevdalis, N, Tol, WA, Howard, L and Hanlon, C (2020) Problem solving therapy (PST) tailored for intimate partner violence (IPV) versus standard PST and enhanced usual care for pregnant women experiencing IPV in rural Ethiopia: protocol for a randomised controlled feasibility trial. Trials 21(1), . https://doi.org/10.1186/s13063-020-04331-0.Google ScholarPubMed
Kohrt, BA, Jordans, MJD, Turner, EL, Rai, S, Gurung, D, Dhakal, M, Bhardwaj, A, Lamichhane, J, Singla, DR, Lund, C, Patel, V, Luitel, NP and Sikkema, KJ (2021) Collaboration With People With Lived Experience of Mental Illness to Reduce Stigma and Improve Primary Care Services: A Pilot Cluster Randomized Clinical Trial. JAMA Network Open 4(11), e2131475e2131475. https://doi.org/10.1001/jamanetworkopen.2021.31475.CrossRefGoogle ScholarPubMed
Lund, C, Waruguru, M, Kingori, J, Kippen-Wood, S, Breuer, E, Mannarath, S and Raja, S (2013) Outcomes of the mental health and development model in rural Kenya: a 2-year prospective cohort intervention study. International Health 5(1), 4350. https://doi.org/10.1093/inthealth/ihs037.CrossRefGoogle Scholar
MacDougall, AG, Krupa, T, Lysaght, R, Mutiso, V, Casey, R, Janzen Le Ber, M, Ruhara, R, Price, E, Kidd, S and Ndetei, D (2021) The CREATE Strategy of Rehabilitation and Recovery for Mental Illness in Low Resource Settings: Development Processes and Evaluation from a Proof of Concept Study in Kenya. International journal of mental health systems, In press.Google Scholar
Mackelprang, JL, Graves, JM and Rivara, FP (2014) Homeless in America: injuries treated in US emergency departments, 2007–2011. International Journal of Injury Control and Safety Promotion 21(3), 289297.CrossRefGoogle ScholarPubMed
McGuffin, P, Farmer, A and Harvey, IA (1991) Polydiagnostic application of operational criteria in studies of psychotic illness. Archives of General Psychiatry. 48:.CrossRefGoogle ScholarPubMed
Mutiso, VN, Pike, KM, Musyimi, CW, Gitonga, I, Tele, A, Rebello, TJ, Thornicroft, G and Ndetei, DM (2019) Feasibility and effectiveness of nurses and clinical officers in implementing the WHO mhGAP intervention guide: pilot study in Makueni County, Kenya. General Hospital Psychiatry 59, 2029.CrossRefGoogle ScholarPubMed
Narasimhan, L, Gopikumar, V, Jayakumar, V, Bunders, J and Regeer, B (2019) Responsive mental health systems to address the poverty, homelessness and mental illness nexus: the Banyan experience from India. International Journal of Mental Health Systems 13(1), .CrossRefGoogle ScholarPubMed
Patel, V, Saxena, S, Lund, C, Thornicroft, G, Baingana, F, Bolton, P, Chisholm, D, Collins, PY, Cooper, JL, Eaton, J, Herrman, H, Herzallah, MM, Huang, Y, Jordans, MJD, Kleinman, A, Medina-Mora, ME, Morgan, E, Niaz, U, Omigbodun, O, Prince, M, Rahman, A, Saraceno, B, Sarkar, BK, De Silva, M, Singh, I, Stein, DJ, Sunkel, C and Unützer, J (2018) The Lancet Commission on global mental health and sustainable development. The Lancet 392(10157), 15531598.CrossRefGoogle ScholarPubMed
Pfadenhauer, LM, Gerhardus, A, Mozygemba, K, Lysdahl, KB, Booth, A, Hofmann, B, Wahlster, P, Polus, S, Burns, J, Brereton, L and Rehfuess, E (2017) Making sense of complexity in context and implementation: the Context and Implementation of Complex Interventions (CICI) framework. Implement Sci 12(1), . https://doi.org/10.1186/s13012-017-0552-5.Google ScholarPubMed
Powell, BJ, Waltz, TJ, Chinman, MJ, Damschroder, LJ, Smith, JL, Matthieu, MM, Proctor, EK and Kirchner, JE (2015) A refined compilation of implementation strategies: results from the Expert Recommendations for Implementing Change (ERIC) project. Implementation Science: IS 10, .CrossRefGoogle ScholarPubMed
Puschner, B, Repper, J, Mahlke, C, Nixdorf, R, Basangwa, D, Nakku, J, Ryan, G, Baillie, D, Shamba, D, Ramesh, M, Moran, G, Lachmann, M, Kalha, J, Pathare, S, Müller-Stierlin, A and Slade, M (2019) Using Peer Support in Developing Empowering Mental Health Services (UPSIDES): Background, Rationale and Methodology. Annals of Global Health 85(1), p.. http://doi.org/10.5334/aogh.2435.CrossRefGoogle ScholarPubMed
Rai, S, Gurung, D and Kohrt, B (2023) The PhotoVoice method for collaborating with people with lived experience of mental health conditions to strengthen mental health services. Global Mental Health (Cambridge, England) 10, .Google ScholarPubMed
Read, UM, Adiibokah, E and Nyame, S (2009) Local suffering and the global discourse of mental health and human rights: an ethnographic study of responses to mental illness in rural Ghana. Globalization & Health 5(1), .Google ScholarPubMed
Roberts, M, Mogan, C and Asare, JB (2014) Int J Ment Health Syst. 2014 May 4:8: eCollection. https://doi.org/10.1186/1752-4458-8-16.Google Scholar
Sangaramoorthy, T and Kroeger, KA (2020) Rapid Ethnographic Assessments: A Practical Approach and Toolkit for Collaborative Community Research. Oxfordshire, UK: Routledge.CrossRefGoogle Scholar
Scott, J, Gavin, J, Egan, A, Avalos, G, Dennedy, M, Bell, M and Dunne, F (2013) The prevalence of diabetes, pre-diabetes and the metabolic syndrome in an Irish regional homeless population. QJM: An International Journal of Medicine 106(6), 547553.Google Scholar
Singh, G, Shah, N and Mehta, R (2016) The clinical presentation and outcome of the institutionalized wandering mentally ill in India. Journal of Clinical and Diagnostic Research 10(10), VC13VC16.Google ScholarPubMed
Skivington, K, Matthews, L, Simpson, SA, Craig, P, Baird, J, Blazeby, JM, Boyd, KA, Craig, N, French, DP, McIntosh, E, Petticrew, M, Rycroft-Malone, J, White, M and Moore, L (2021) A new framework for developing and evaluating complex interventions: update of Medical Research Council guidance. BMJ 374, .Google ScholarPubMed
Smartt, C, Ketema, K, Frissa, S, Tekola, B, Birhane, R, Eshetu, T, Selamu, M, Prince, M, Fekadu, A and Hanlon, C (2021) Pathways into and out of homelessness among people with severe mental illness in rural Ethiopia: a qualitative study. BMC Public Health 21(1), . https://doi.org/10.1186/s12889-021-10629-8.CrossRefGoogle ScholarPubMed
Smartt, C, McPhail, L, Hanlon, C, Musyimi, C and Agorinya, J (2023) Interventions for people who are homeless and have severe mental illness in low- and middle-income countries: a systematic review. PROSPERO 2023 CRD42023485339. Available from: https://www.crd.york.ac.uk/prospero/display_record.php?ID=CRD42023485339 (accessed April 7, 2025).Google Scholar
Smartt, C, Prince, M, Frissa, S, Eaton, J, Fekadu, A and Hanlon, C (2019) Homelessness and severe mental illness in low- and middle-income countries: scoping review. British Journal of Psychiatry Open 5(4), .CrossRefGoogle ScholarPubMed
Taylor, MJ, McNicholas, C, Nicolay, C, Darzi, A, Bell, D and Reed, JE (2014) Systematic review of the application of the plan–do–study–act method to improve quality in healthcare. BMJ Quality & Safety 23(4), 290298.Google ScholarPubMed
TDR/World Health Organization (2016) Planning, Monitoring and Evaluation. Framework for Research Capacity Strengthening. Revision 2016. Geneva: TDR/World Health Organization.Google Scholar
Thornicroft, G, Beck, T, Knapp, M, Knudsen, HC, Schene, A, Tansella, M and Varquez-Barquero, J-L (2006) International Outcome Measures in Mental Health: Quality of Life, Needs, Service Satisfaction, Costs and Impact on Carers. London: Gaskell.Google Scholar
Tripathi, A, Nischal, A, Dalal, PK, Agarwal, V, Agarwal, M, Trivedi, JK, Gupta, B and Arya, A (2013) Sociodemographic and clinical profile of homeless mentally ill inpatients in a north Indian medical university. Asian Journal of Psychiatry 6(5), 404409.CrossRefGoogle Scholar
Tsemberis, S (2011) Housing first: the pathways model to end homelessness for people with mental illness and addiction manual.European Journal of Homelessness 5(2), .Google Scholar
UNICEF, MOLSA and Development Pathways (2019) Situation and Access to Services of People with Disabilities and Homeless People in Two Sub-Cities of Addis Ababa. UNICEF, Addis Ababa.Google Scholar
United Nations Secretary General (2023) Inclusive policies and programmes to address homelessness: report of the Secretary-General. New York: UN.Google Scholar
Van Rensburg, AJ and Brooke-Sumner, C (2023) Intersectoral and multisectoral approaches to enable recovery for people with severe mental illness in low- and middle-income countries: a scoping review. Global Mental Health (Cambridge, England) 10, .Google Scholar
WHO (2022) World Mental Health Report: transforming mental health for all. Geneva: World Health Organization.Google Scholar
Wiltsey Stirman, S, Baumann, AA and Miller, CJ (2019) The FRAME: an expanded framework for reporting adaptations and modifications to evidence-based interventions. Implementation Science 14(1), .CrossRefGoogle ScholarPubMed
Wong, G, Westhorp, G, Greenhalgh, J, Manzano, A, Jagosh, J and Greenhalgh, T (2017) Health Services and Delivery Research. In Quality and Reporting Standards, Resources, Training Materials and Information for Realist Evaluation: The RAMESES II Project. Southampton (UK): NIHR Journals Library. (Health Services and Delivery Research, No. 5.28.). https://www.ncbi.nlm.nih.gov/books/NBK459059/. doi: 10.3310/hsdr05280 (accessed April 7, 2025).Google ScholarPubMed
Woodhall-Melnik, JR and Dunn, JR (2016) A systematic review of outcomes associated with participation in Housing First programs. Housing Studies 31(3), 287304.CrossRefGoogle Scholar
Yaro, PB, Asampong, E, Tabong, PT-N, Anaba, SA, Azuure, SS, Dokurugu, AY and Nantogmah, FA (2020) Stakeholders’ perspectives about the impact of training and sensitization of traditional and spiritual healers on mental health and illness: A qualitative evaluation in Ghana. International Journal of Social Psychiatry 66(5), 476484. https://doi.org/10.1177/0020764020918284Google Scholar
Figure 0

Figure 1. Overview of the HOPE project

Figure 1

Table 1. Characteristics of countries and project sites in HOPE

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Table 2. Overview of methods for formative phase studies and pilot study

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Table 3. HOPE capacity-strengthening activities

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