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A theory of change for community-initiated mental health care in the United States

Published online by Cambridge University Press:  11 September 2023

Erica Breuer
Affiliation:
College of Health, Medicine and Wellbeing, University of Newcastle, Newcastle, NSW, Australia
Angelika Morris
Affiliation:
Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
Laura Blanke
Affiliation:
Well Being Trust, Oakland, CA, USA
Miriam Pearsall
Affiliation:
National Academy for State Health Policy (NASHP), Portland, ME, USA
Roxana Rodriguez
Affiliation:
Well Being Trust, Oakland, CA, USA
Benjamin F. Miller
Affiliation:
Department of Psychiatry and Behavioural Sciences, Stanford School of Medicine, Palo Alto, CA, USA
John A. Naslund
Affiliation:
Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
Shekhar Saxena
Affiliation:
Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
Satchit Balsari
Affiliation:
Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA
Vikram Patel*
Affiliation:
Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
*
Corresponding author: Vikram Patel; Email: vikram_patel@hms.harvard.edu
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Abstract

Mental health service delivery needs radical reimagination in the United States where unmet needs for care remain large and most metrics on the burden of mental health problems have worsened, despite significant numbers of mental health professionals, spending on service provision and research. The COVID-19 pandemic has exacerbated the need for mental health care. One path to a radical reimagination is “Community Initiated Care (CIC)” which equips and empowers communities to address by providing brief psychosocial interventions by people in community settings. We co-developed a theory of change (ToC) for CIC with 24 stakeholders including representatives from community-based, advocacy, philanthropic and faith-based organizations to understand how CIC could be developed and adapted for specific contexts. We present a ToC which describes ways in which the CIC initiative can promote and strengthen mental health in communities in the United States with respect to community organization and leadership; community care and inclusion and normalizing mental health. We propose 10 strategies as part of CIC and propose a way forward for implementation and evaluation. This CIC model is a local, tailored approach which can expand the role of community members to strengthen our response to mental health needs in the United States.

Topics structure

Type
Research 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), 2023. Published by Cambridge University Press

Impact statement

The American mental health system is in crisis despite high levels of spending and highly trained health professionals. This has been exacerbated by the COVID-19 pandemic. With an estimated 21% of Americans experiencing mental illness in 2020 and only about a one-fifth are likely to be receiving adequate care, we need to think creatively about how to solve this problem (2, 5, 6). In this article, we build on the strong and growing evidence for the effective intervention delivery by lay health workers and community members and propose an initiative called Community Initiated Care (CIC) which will empower communities to be able to address mental health problems (24). We have operationalized CIC with stakeholders and present a detailed theory of change for how we propose CIC will work. This first step lays the groundwork for the further operationalization and implementation of this initiative which is likely to be both cost-effective and scalable and can be adapted, implemented and evaluated in a variety of settings in the United States.

Background

Mental health, comprising emotional, psychological and social well-being, affects how humans think, feel and act. Mental health problems affect people’s emotions, cognition and behavior and can range from nonspecific mental distress to formally diagnosed mental illnesses (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 UnUtzer2018). Mental illness is a large contributor to the global burden of disease (Whiteford et al., Reference Whiteford, Ferrari, Degenhardt, Feigin, Vos, Patel, Chisholm, Dua, Laxminarayan and Medina-Mora2016). An estimated 21% of adults (52.9 million people) in the United States experienced mental illness in 2020 (Substance Abuse and Mental Health Services Administration, 2021). Mental health care, as understood and practiced in contemporary organized health systems, including in the United States, has largely followed a biomedical approach where care is typically contingent on a clinical diagnosis and is the domain of specialist mental health providers. These include psychiatrists and psychologists who provide a mix of expensive outpatient and inpatient care with substantial out of pocket costs (Sundararaman, Reference Sundararaman2009). The United States has about 145 mental health workers per 100,000 population (compared to a global average of 13) (World Health Organization, 2021a, 2021c) which is unevenly geographically spread and poorly organized (Tikkanen et al., Reference Tikkanen, Fields, Williams and Abrams2020). Annual health spending on mental health problems in the United States was estimated to increase from $171.7 billion in 2009 to more than $250 billion in 2019 (Substance Abuse and Mental Health Services Administration, 2014). Despite significant spending on mental health care which is estimated to exceed that for any other health condition (Roehrig, Reference Roehrig2016), only about 42% of people with mental health problems had access to any treatment prior to the COVID-19 pandemic (Evans-Lacko et al., Reference Evans-Lacko, Aguilar-Gaxiola, Al-Hamzawi, Alonso, Benjet, Bruffaerts, Chiu, Florescu, de Girolamo, Gureje, Haro, He, Hu, Karam, Kawakami, Lee, Lund, Kovess-Masfety, Levinson, Navarro-Mateu, Pennell, Sampson, Scott, Tachimori, Ten Have, Viana, Williams, Wojtyniak, Zarkov, Kessler, Chatterji and Thornicroft2018), with only about half of these likely to be accessing adequate care (Vigo et al., Reference Vigo, Haro, Hwang, Aguilar-Gaxiola, Alonso, Borges, Bruffaerts, Caldas-de-Almeida, de Girolamo, Florescu, Gureje, Karam, Karam, Kovess-Masfety, Lee, Navarro-Mateu, Ojagbemi, Posada-Villa, Sampson, Scott, Stagnaro, Ten Have, Viana, Wu, Chatterji, Cuijpers, Thornicroft and Kessler2020). Access to care is worse for many historically disadvantaged populations and groups and in rural areas (Wielen et al., Reference Wielen, Gilchrist, Nowels, Petterson, Rust and Miller2015). For example, Black, Indigenous and people of color experience substantive additional barriers to both identification (Kato et al., Reference Kato, Borsky, Zuvekas, Soni and Ngo-Metzger2018) and treatment of mental health problems (Derr, Reference Derr2016) and health outcomes (Friedman and Hansen, Reference Friedman and Hansen2022). Lack of insurance coverage, limited access to specialist providers, overburdened hospitals, fragmented service delivery models, and the high cost of care had already made mental health care inaccessible for many Americans (Saechao et al., Reference Saechao, Sharrock, Reicherter, Livingston, Aylward, Whisnant, Koopman and Kohli2012). The pandemic has deepened this crisis, recently described as a “crisis of care” (Insel, Reference Insel2022), with inequitable impact on racial minorities, the economically disadvantaged and women (Collaborators, 2021; Islam et al., Reference Islam, Jdanov, Shkolnikov, Khunti, Kawachi, White, Lewington and Lacey2021; Friedman and Hansen, Reference Friedman and Hansen2022; Thomeer et al., Reference Thomeer, Moody and Yahirun2023).

The current biomedical approach to care views mental health problems through a diagnostic prism focused on categorizing symptoms into one or more discrete disorders based on specific symptom thresholds (Regier, Reference Regier2007). It often ignores the interplay between biological and behavioral determinants, and the complex socioeconomic determinants of mental health (Lund et al., Reference Lund, Brooke-Sumner, Baingana, Baron, Breuer, Chandra, Haushofer, Herrman, Jordans, Kieling, Medina-Mora, Morgan, Omigbodun, Tol, Patel and Saxena2018) such as poverty, unemployment, food insecurity, lack of safety, poor housing, social exclusion and structural racism. However, in recent years there has been a move toward dimensional and transdiagnostic approaches to diagnosis and treatment (Dalgleish et al., Reference Dalgleish, Black, Johnston and Bevan2020) with an increased recognition that mental health problems exist on a continuum (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 UnUtzer2018). This dimensional approach views many mental illnesses as extreme and stressful versions of common, normative, human experiences (e.g., sadness, loneliness, grief, despair) (Whitley and Drake, Reference Whitley and Drake2010) which create sustained dysfunction over time if not addressed. By understanding mental health problems as a series of experiences of varying severity rather than a binary biomedical diagnosis, prevention and care for mental health problems aims to provide better support for people through these experiences, consistent with the goals of prevention and early intervention (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 UnUtzer2018).

Specialist mental health providers alone cannot realistically, or cost-efficiently, meet the population need for prevention, promotion and early mental health interventions throughout the life course. Indeed, the World Health Organization (WHO), in their Service Organization Pyramid for an Optimal Mix of Services for Mental Health (Funk et al., Reference Funk, Saraceno, Drew, Lund and Grigg2004), describes three interlinked tiers of services: self-care and informal community healthcare for all; widely available primary health care and specialist mental health care when warranted at the top of the pyramid. It calls for the expansion of the role that individuals themselves, families, friends and communities play in providing self-care and informal community healthcare.

There is increasing recognition that it is important and effective to equip individuals and communities with strategies to provide timely support to complement the role of (and, where possible, reduce the need for) specialist care (McBain et al., Reference McBain, Eberhart, Breslau, Frank, Burnam, Kareddy and Simmons2021; World Health Organization, 2021b). This support can be provided through brief, structured psychosocial interventions which are delivered in community settings through “task-sharing” with community-based workers and other community members. Task-sharing involves the collaborative redistribution of health tasks within diverse workforces and with members of the community (Orkin et al., Reference Orkin, Rao, Venugopal, Kithulegoda, Wegier, Ritchie, VanderBurgh, Martiniuk, Salamanca-Buentello and Upshur2021). For example, instead of a psychologist delivering cognitive behavioral therapy, a community health worker is trained to deliver a brief structured intervention comprising the “active ingredients” of cognitive behavioral therapy with appropriate training, supervision and quality management and delivering care within a coordinated, collaborative care model. Task-sharing aligns with the growing policy impetus in the United States to expand the community-based workforce for mental health (The White House, 2022). Recent systematic reviews of task-sharing interventions for mental health problems in low and middle-income countries, offer strong evidence of its acceptability and effectiveness (Padmanathan and De Silva, Reference Padmanathan and De Silva2013; van Ginneken et al., Reference van Ginneken, Tharyan, Lewin, Rao, Meera, Pian, Chandrashekar and Patel2013; Barbui et al., Reference Barbui, Purgato, Abdulmalik, Acarturk, Eaton, Gastaldon, Gureje, Hanlon, Jordans, Lund, Nose, Ostuzzi, Papola, Tedeschi, Tol, Turrini, Patel and Thornicroft2020). Other reviews document similar evidence from the United States Barnett et al. (Reference Barnett, Gonzalez, Miranda, Chavira and Lau2018), including 46 trials of task-sharing specifically for perinatal depression in high-income countries (Singla et al., Reference Singla, Lawson, Kohrt, Jung, Meng, Ratjen, Zahedi, Dennis and Patel2021). In addition to the strong evidence in support of the effectiveness of task-sharing of psychosocial interventions for mental health problems, there is modest evidence of the effectiveness of task-sharing for mental health promotion (Galante et al., Reference Galante, Friedrich, Dawson, Modrego-Alarcon, Gebbing, Delgado-Suarez, Gupta, Dean, Dalgleish, White and Jones2021), and stronger evidence for prevention (in particular indicated prevention) (Stockings et al., Reference Stockings, Degenhardt, Dobbins, Lee, Erskine, Whiteford and Patton2016; Arango et al., Reference Arango, Díaz-Caneja, McGorry, Rapoport, Sommer, Vorstman, McDaid, Marín, Serrano-Drozdowskyj, Freedman and Carpenter2018; Castillo et al., Reference Castillo, Ijadi-Maghsoodi, Shadravan, Moore, Mensah, Docherty, Aguilera Nunez, Barcelo, Goodsmith, Halpin, Morton, Mango, Montero, Rahmanian Koushkaki, Bromley, Chung, Jones, Gabrielian, Gelberg, Greenberg, Kalofonos, Kataoka, Miranda, Pincus, Zima and Wells2019; Le et al., Reference Le, Esturas, Mihalopoulos, Chiotelis, Bucholc, Chatterton and Engel2021).

Strategies for supporting and caring for others have also been argued to have a strong evolutionary imperative (Kohrt et al., Reference Kohrt, Ottman, Panter-Brick, Konner and Patel2020). Communities have incentives to help support social repair and community cohesion (Kohrt et al., Reference Kohrt, Ottman, Panter-Brick, Konner and Patel2020). Caring for others provides benefits to both the individuals who provide and receive support (Cole et al., Reference Cole, Levine, Arevalo, Ma, Weir and Crimmins2015) as well as their community (Kohrt et al., Reference Kohrt, Ottman, Panter-Brick, Konner and Patel2020). Members of a community have existing ties to each other which may allow them to proactively prevent and promote mental health as well as recognize people in distress (Mendenhall et al., Reference Mendenhall, De Silva, Hanlon, Petersen, Shidhaye, Jordans, Luitel, Ssebunnya, Fekadu, Patel, Tomlinson and Lund2014). They often share identity, common social factors and lived experiences, which provide unique perspective and understanding of the specific needs within their community (Mendenhall et al., Reference Mendenhall, De Silva, Hanlon, Petersen, Shidhaye, Jordans, Luitel, Ssebunnya, Fekadu, Patel, Tomlinson and Lund2014; Kohrt et al., Reference Kohrt, Asher, Bhardwaj, Fazel, Jordans, Mutamba, Nadkarni, Pedersen, Singla and Patel2018, Reference Kohrt, Ottman, Panter-Brick, Konner and Patel2020). Care in the community is generally less stigmatized than in the formal mental healthcare system (although, admittedly, this is not always the case where emotions may be the result of not aligning with the social norms of the community) (Kohrt et al., Reference Kohrt, Asher, Bhardwaj, Fazel, Jordans, Mutamba, Nadkarni, Pedersen, Singla and Patel2018, Reference Kohrt, Ottman, Panter-Brick, Konner and Patel2020).

Despite the growing evidence on the acceptability and effectiveness of community involvement in mental healthcare, there are few examples of how to implement, scale and sustain these interventions (Siddiqui et al., Reference Siddiqui, Morris, Ikeda, Balsari, Blanke, Pearsall, Rodriguez, Saxena, Miller, Patel and Naslund2022). We propose Community Initiated Care (CIC) as a model which aims to expand on existing task-sharing strategies by focusing on involving community members rather than frontline health workers (such as peer support workers or community health workers) who have a specific role within existing health system structures (Kohrt et al., Reference Kohrt, Miller and Patel2023). This is informed by existing community-initiated care models implemented both in the United States and elsewhere (Siddiqui et al., Reference Siddiqui, Morris, Ikeda, Balsari, Blanke, Pearsall, Rodriguez, Saxena, Miller, Patel and Naslund2022). Within this model, we propose that community members or CIC helpers are trained and supported to work within their own communities to identify and reach out to people with mental health problems, combining knowledge of evidence-based psychological treatments together and leveraging social connectedness, with a focus on indicated prevention, early intervention and promoting recovery (Kohrt et al., Reference Kohrt, Miller and Patel2023). The CIC model would supplement and strengthen rather than replace existing formal mental healthcare. This is especially important for people with severe mental health problems, for example with psychotic symptoms, who may need continuing care from the specialist mental healthcare system; in such instances, CIC would support the person toward long-term recovery goals, for example through facilitating engagement with formal health services and staying connected with their community.

To design, implement and evaluate CIC, it is critical that we have a generalizable framework for this initiative which can be customized across diverse contexts. With this objective, we codeveloped a theory of change (ToC) of how and why the initiative is likely to realize its intended impact is an important first step. In this article, we describe the methods and results of a ToC workshop with stakeholders which illustrates the hypothesized pathway for how we might advance CIC in the United States to address the large, unmet and urgent need for mental health care.

Methods

The ToC approach

ToC is an outcomes-based approach which makes explicit the program theory of an program, initiative or policy and how this is hypothesized to reach its impact (De Silva et al., Reference De Silva, Breuer, Lee, Asher, Chowdhary, Lund and Patel2014). ToC has been used increasingly in public health interventions (Breuer et al., Reference Breuer, De Silva, Shidaye, Petersen, Nakku, Jordans, Fekadu and Lund2016), and mental health interventions in particular (Fuhr et al., Reference Fuhr, Acarturk, Sijbrandij, Brown, Jordans, Woodward, McGrath, Sondorp, Ventevogel, Ikkursun, El Chammay, Cuijpers and Roberts2020). We used the ToC approach because it is a flexible (Prinsen and Nijhof, Reference Prinsen and Nijhof2015) but structured participatory method which involves diverse stakeholders who provide a rich understanding of the context, potential barriers and facilitators, feasibility of the proposed program and promotes buy-in from stakeholders (Breuer et al., Reference Breuer, De Silva, Fekadu, Luitel, Murhar, Nakku, Petersen and Lund2014). The result of the ToC process is a theory for how the program is hypothesized to work (De Silva et al., Reference De Silva, Breuer, Lee, Asher, Chowdhary, Lund and Patel2014) and provides a clear framework which can be used to develop indicators to monitor and evaluate the program (Breuer et al., Reference Breuer, Lee, De Silva and Lund2016). Facilitators work with the stakeholders to identify the intended impact or long-term vision of a program or policy, the short-, medium- and long-term outcomes on the path to impact and implementation strategies and interventions (CIC strategies) needed to achieve these outcomes (De Silva et al., Reference De Silva, Breuer, Lee, Asher, Chowdhary, Lund and Patel2014). The process also highlights the assumptions or conditions which need to be in place for the outcomes to lead to the impact and the rationale or evidence underlying how the program will lead to impact and indicators to measure whether the outcomes or impact have been achieved. ToC can be informed by existing guidelines, evidence and theories and frameworks (De Silva et al., Reference De Silva, Breuer, Lee, Asher, Chowdhary, Lund and Patel2014). Although no formal guidance exists for reporting on the use of ToC, we use items relevant to ToC development from checklist proposed by Breuer et al. (Reference Breuer, De Silva, Shidaye, Petersen, Nakku, Jordans, Fekadu and Lund2016).

Below, we describe how we used a five-step ToC development process to develop a ToC for CIC:

  1. 1. ToC workshops: We conducted two sequential online workshops (due to pandemic travel and meeting restrictions) with 24 stakeholders to develop a draft ToC. We used purposive sampling (Palinkas et al., Reference Palinkas, Horwitz, Green, Wisdom, Duan and Hoagwood2015) to select participants with expertise and engagement with community-based mental health from diverse contexts and sectors settings in the United States. Stakeholders included mental health service providers, researchers, local government officials and representatives from community-based, advocacy, philanthropic and faith-based organizations. During the first workshop stakeholders (1) identified key challenges within the context; (2) refined the impact and (3) mapped outcomes on the pathway to this impact. In the second workshop, stakeholders (4) reviewed a draft ToC map, (5) made explicit the underlying assumptions in the ToC map; (6) identified the strategies necessary to reach the outcomes and impact and (7) made explicit the underlying principles which should guide the CIC. The ToC workshops were structured according to guidelines by Breuer et al. (Reference Breuer, Comas-Herrera, Docrat, Freeman and Schneider2019) using Zoom (Zoom Video Communications, 2022) and Mural (Tactivos, 2022), an online collaborative workspace. We used a mix of plenary and facilitated small group sessions enhanced by being able to give written input on the Mural board and on the chat to ensure all participants were able to participate and give feedback. Minor disagreements during the workshops were resolved by discussion. There were no major disagreements. The meetings were recorded, and one team member (A.M.) ensured all the key points were captured on the Mural board which was used for the analysis.

  2. 2. Between- and post-workshop ToC development: A core ToC team (E.B., A.M., L.B., R.R., M.P., J.A.N.) led the iterative development of the ToC during weekly met in weekly online meetings over 4 months to refine and consolidate the inputs from the ToC workshops. We focused on workshop inputs from each of the sessions, grouped them thematically and refined and/or combined the inputs in Mural to develop the ToC. Where the inputs were out of the scope of the project, we discussed these and reached a group consensus on whether and how to include them. We structured the ToC using the inputs from the workshop and then were also informed by the World Health Organization Service Organization Pyramid for an Optimal Mix of Services for Mental Health (Funk et al., Reference Funk, Saraceno, Drew, Lund and Grigg2004) to initially frame the levels of implementation but adapted these to suit the CIC setting which is largely community-based and outside the formal healthcare system. We adapted the first three temporal phases of implementation from the Quality Implementation Framework (Meyers et al., Reference Meyers, Durlak and Wandersman2012) to inform the phases of the ToC. We reviewed the ToC against Proctor’s implementation, client and service level outcomes to ensure the outcomes relevant to the project were included (Proctor et al., Reference Proctor, Landsverk, Aarons, Chambers, Glisson and Mittman2009).

  3. 3. Refinement of strategies: We considered the list of activities suggested by stakeholders by level and phase of implementation as well as how they aligned with the ERIC taxonomy of implementation strategies (Powell et al., Reference Powell, Waltz, Chinman, Damschroder, Smith, Matthieu, Proctor and Kirchner2015) and Leeman and colleagues’ classification of implementation strategies (Leeman et al., Reference Leeman, Birken, Powell, Rohweder and Shea2017). Using evidence from a landscape analysis conducted by the EMPOWER group (Siddiqui et al., Reference Siddiqui, Morris, Ikeda, Balsari, Blanke, Pearsall, Rodriguez, Saxena, Miller, Patel and Naslund2022) and group discussions we refined the identified the phase of the ToC where the activity would take place, the actor and target of the actions (Proctor et al., Reference Proctor, Powell and McMillen2013). We sorted the list of activities suggested by stakeholders by theme, pathway and phase of implementation (Table 1). We then used evidence from the landscape analysis and group discussions to refine these and group them into 10 strategies. For example, under the first strategy, using evidence, monitoring, evaluation and learning we included three activities: conduct landscape and legal analysis; partner with scholars to develop foundational key aspects of CIC intervention for pilot sites and identify capacity and develop strategy for collecting information for monitoring, evaluation and continuous quality improvement. Our 10 strategies will be further operationalized as part of CIC.

  4. 4. Refinement of indicators: To develop indicators for each of the ToC outcomes, we identified one or more constructs we needed to measure, the level of analysis (organizational provider, individual provider, individual consumer, community member), phase of data collection, the type of data collection and measurement instrument. We also included key process indicators for each phase of implementation. These will be refined further for each context.

  5. 5. Final presentation of ToC to stakeholders: Finally, we abbreviated the ToC and presented it to the 24 stakeholders who were part of the initial ToC workshops, as well as an additional 10 who had been involved in ongoing discussions about the ToC. The stakeholders provided feedback and suggested changes to the ToC. They agreed that the ToC largely represented the inputs from the initial workshops.

Table 1. CIC strategies

CIC, Community Initiated Care; Pathway 1, community organization and leadership; Pathway 2, community-initiated care; Pathway 3, inclusion and normalizing mental health.

Results

The CIC ToC

The ToC (Figure 1) is organized into three rows which represent interdependent pathways to impact and four temporal phases. By pathways, we are referring to a temporally linked set of outcomes and related activities which lead to the impact and broadly represent the ecological levels of the system. These three pathways are (1) community organization and leadership; which outlines the organizational and systems level changes which need to be in place to provide (2) community care; whereas (3) inclusion and normalizing mental healthcare outlines the changes required in the broader community to support community care. The four horizontal temporal phases are (1) planning and engaging, (2) building capacity, and systems; (3) implementing the initiative and (4) long-term outcomes. The vertical line on the right side of the ToC indicates the ceiling of accountability which is the point at which the initiative is no longer directly responsible for the outcomes. The ToC contains 10 strategies (Figure 1) which we hypothesize will lead to the outcomes. Below we describe the underlying principles, outcomes, strategies and the assumptions included in the ToC.

Figure 1. Community Initiated Care theory of change.

Guiding principles of CIC

The ToC process and resultant ToC map helped to solidify the concept of CIC as an initiative which is embedded in the community and implemented by local implementing organizations (including community-based organizations [CBOs] and the private sector) who provide community organization and leadership. These implementing organizations support CIC helpers who are trained and supported to provide evidence-based community care to people in the communities in which they live and work. In addition, CIC helps to support the inclusion and normalization of mental health. The guiding principles underlying CIC are that CIC:

  1. 1. Reframes mental health as a continuum using a dimensional approach that goes beyond a narrow diagnostic approach of illness.

  2. 2. Is an inclusive approach to democratizing and empowering individuals to learn how to respond to mental health problems and addiction issues and take helpful action in the moment.

  3. 3. Is based on evidence for task-sharing adapted to diverse contexts in the United States.

  4. 4. Emphasizes that the act of caring and supporting others has an evolutionary imperative and therefore is beneficial to both the giver and receiver of support (Kohrt et al., Reference Kohrt, Ottman, Panter-Brick, Konner and Patel2020)

  5. 5. Respects the dignity and human rights of beneficiaries by ensuring mental health care is available to everyone with a specific focus on equity, diversity and inclusion to support all people across age, race, ethnicity, gender, disability and those who experience disparate mental health outcomes (including people with serious mental illness).

Pathways to impact

The overall impact that CIC is aiming to realize is to ensure that people living within reach of CIC are flourishing and able to lead fulfilling lives through three interdependent pathways to impact: (1) community organization and leadership; (2) community care and (3) inclusion and normalizing mental health. An additional two distal societal impacts which CIC aims to contribute to are to promote (1) a shift in how mental health care is funded and delivered and (2) a cultural shift which reframes mental health as everyone’s responsibility. In the ToC, these impacts are beyond the ceiling of accountability. This means that although CIC will aim to influence these impacts, we recognize that the complexity of human interactions, the prevalent social, economic and health-related determinants of mental and other factors which influence these impacts and are beyond the control of CIC. We describe each of the three pathways below.

  1. 1. Community organization and leadership focuses on the organizational and leadership required CIC to be implemented. Specifically, in the planning and engaging phase, CIC requires buy-in from a range of stakeholders in the community, including leadership at state agencies and the local level, large employers, insurance carriers, health systems, community-based organizations and the communities themselves. These stakeholders need to value the program and provide funds to support implementation and scaling up. During the building capacity and systems phase, the leadership of implementing organizations such as CBOs (including schools, housing programs, community clinics) or the private sector needs the knowledge, skills, resources and tools to adapt and support staff to implement the initiative. During the implementation phase, CIC helpers need to be supported to implement the initiative.

    The key strategies include conducting a landscape and legal analysis to understand the evidence and the legal implications of CIC and working with funders and decision-makers to identify financing for the CIC. We identified the need to engage with stakeholders, including clinicians, about the role of CIC helpers and how they will complement the existing services available. We highlighted the importance of creating a technical hub for support, supervision, technical assistance (including evaluation) and mentorship as well as leadership training.

    Several assumptions related to this pathway were articulated, notably that incentives are adequate for CIC helpers to provide support, that economic evidence exists to justify the return on investment in relation to outcomes that are relevant to different settings (e.g., educational outcomes for schools, or workplace productivity for workplaces) and that resources exist for mental health which target the determinants of mental health.

  2. 2. Community care focuses on the development and implementation of the CIC helper role in the community. Specifically, in the planning phase in each local context, the CIC needs to be adapted, flexible and responsive to community needs. In the building capacity and systems phase, the CIC helpers need to have a clear role, need to be willing to engage in the initiative, have the competence and skills to provide support and have the incentives to provide support to people where they feel comfortable. In the implementation phase, there are several interrelated outcomes: that CIC is provided as intended; that it is acceptable, feasible, affordable, sustainable and contextually appropriate for people in need of support; and that for people receiving this care, it is equitable, efficient, safe, timely, individualized support they need to improve their mental health. These lead to the long-term outcomes where people receiving CIC are satisfied with the care, have good mental health and functioning and make progress toward recovery.

    The strategies in the community care pathway include reviewing existing evidence and developing a for monitoring, evaluation and quality improvement; adapting the CIC in local communities and create-setting specific CIC models; integrating CIC within existing care, including mapping out existing services which can complement CIC and referral to formal clinical care; the development of a tiered set of evidence-based skills and competencies which will be used to equip CIC helpers with the requisite knowledge and skills; and linking the acquisition and maintenance of skills into a learning pathway for CIC helpers. In addition, we need to develop evidence-based psychosocial interventions which can be provided flexibly with respect to time and place in line with the needs of the community.

    Several assumptions were identified within this pathway to impact. These include that CIC remains effective despite local tailoring and adaptation; that people in serious acute mental health crises continue to access emergency assistance through clinical services; and that structural inequities may make it difficult for people to reach their long-term goals.

  3. 3. Inclusion and normalizing mental health: The third pathway focuses on the inclusion and normalizing of mental health in the community so that it is recognized as an integral component of our individual and interpersonal experience. In the planning phase, we need to develop nonstigmatizing and inclusive language related to mental health. In the building capacity and systems community members need to have the emotional awareness and competencies to provide support in everyday interactions, in particular for people living with mental health problems; and knowledge of the CIC and how it fits into the care continuum. In the implementation phase, clinical mental health providers need to recognize the role of CIC providers and be willing to work with them. The long-term outcome is the inclusion of people recovering from mental health problems in the community. Two key strategies are included in this pathway. The first focuses on engaging stakeholders through convening stakeholders to inform language used in CIC and hosting dialog in community settings, including about the role of CIC helpers. The second includes strategies related to reaching out to communities, including by developing communication toolkits and other strategies to reach specific populations within the communities, and the implementation of these strategies. No assumptions specific to this pathway were identified.

Indicators

The ToC also provides a structure for an evaluation framework. Each outcome is linked to one or more measurement constructs for which we developed indicators. For each indicator, we specified the level of data collection and analysis, type of data and data source, potential measurement instrument and a process indicator. Table 2 outlines some examples of how this was operationalized. This will be developed further during the next phase of the initiative.

Table 2. Example of CIC indicators

CIC, Community Initiated Care; FIM, feasibility of intervention measure; ToC, theory of change.

Discussion

Despite the significant resources being devoted to mental health care in the United States, the mental health care system is fragmented, overburdened and underfunded and has failed to shift the needle on the burden of mental health problems in the country. A variety of supply- and demand-side barriers, ranging from inequitable access and cost to stigma related to mental health and substance use issues, contribute to the growing and unmet need for mental health care. We propose CIC as a novel inclusive initiative underpinned by a dimensional perspective of mental health and the rich research testifying to the effectiveness of task-sharing to mobilize, equip and empower community members to support the mental health of people in their community.

Informed by implementation science frameworks and models, we have used the participatory ToC development process to understand what is needed to implement the CIC. Intervention and context-specific program theories (including Theories of Change, program logics or logic models) are important to understand how the specific intervention(s) and their implementation strategies are likely to result in an impact. This combines the knowledge from implementation science, the research evidence from other similar interventions collated through evidence synthesis and professional knowledge, the lived experience of people with mental health problems as well as specifying program-specific outcomes and impacts.

This participatory ToC development process presented in this article is a first step in operationalizing CIC and we expect that this ToC will guide the further development and implementation of the CIC. The ToC identifies what is required in three pathways, for community organizational and leadership, in the provision of community care as well as within the community to ensure inclusion and normalization of mental health so that we can contribute to people in reach of CIC are flourishing and able to lead fulfilling lives. The key next step for the CIC is operationalizing the psychosocial interventions and the wide-ranging implementation strategies which include stakeholder engagement, technical assistance and mentorship. This will be done using evidence from other initiatives captured in our landscape analysis, as well as the evidence emerging from global mental health and implementation research (Proctor et al., Reference Proctor, Landsverk, Aarons, Chambers, Glisson and Mittman2009; Wagenaar et al., Reference Wagenaar, Hammett, Jackson, Atkins, Belus and Kemp2020; Singla et al., Reference Singla, Lawson, Kohrt, Jung, Meng, Ratjen, Zahedi, Dennis and Patel2021). Initially, the focus will be on developing and implementing low-intensity psychosocial interventions delivered to people with mental health needs, by those who are already engaged in activities within community-based settings (Kohrt et al., Reference Kohrt, Miller and Patel2023). This will follow the steps of our established methodology used in other task-sharing interventions (Patel et al., Reference Patel, Naslund, Wood, Patel, Chauvin, Agrawal, Bhan, Joshi, Amara, Kohrt, Singla and Fairburn2022). We anticipate a suite of hybrid curricula, comprising elements drawn from established evidence-based interventions, along with diverse but evidence-based content tailored to the needs of local communities. In the community organization and leadership pathway, we expect developing leadership capabilities to be a critical ingredient for success. This includes increasing understanding of the benefits of CIC among federal and state government officials to facilitate a favorable policy and regulatory environment, equipping community-based organizations with the necessary tools to take a leadership role for CIC implementation and engaging local government leaders in mobilizing resources for the scale-up, catalyzing wider adoption and uptake by diverse stakeholders, and sustaining the initiative in the long-run. Our teams have begun work on some of these deliverables, for example preparing a blueprint for a single session encounter for promoting mental health and supporting persons in distress based on psychological and social science evidence and designing a new executive education program (CHAMPIONS) to build leadership capacity. Then CIC will be adapted to each context building on existing work from the United States and elsewhere (Siddiqui et al., Reference Siddiqui, Morris, Ikeda, Balsari, Blanke, Pearsall, Rodriguez, Saxena, Miller, Patel and Naslund2022), for example tailoring it to specific delivery platform such as schools, and including additional stakeholders such as the police, justice and prison systems or teachers and school administrators. The implementation and evaluation of CIC will help to provide further evidence for targeted prevention by community members.

We acknowledge certain limitations in our study. Firstly, the research was conducted within the first 2 years of the pandemic, which led us to only include participants who could engage digitally. Secondly, due to the desire for in-depth discussions, we had to limit the number of stakeholders involved in the ToC workshops. Our focus on diversity primarily centered on incorporating a range of perspectives and experiences to ensure equitable care, involving participants from organizations representing diverse stakeholder groups who may face disparities in accessing care. However, we did ensure that we include people who have lived experience of mental health and/or alcohol and substance use needs. However, we did not document the demographics of individual participants, as our main emphasis was on the diversity of the organizations. Additionally, we were mindful of the potential harm or risk posed to historically marginalized communities when asked to share their mental health struggles for a research project without sufficient evidence that it would directly benefit them. Therefore, we explicitly chose not to seek first-hand perspectives from marginalized groups experiencing mental illness for this initial step to develop a ToC. We also acknowledge that while stakeholders from various community organizations were included, we had limited representation from other sectors such as the criminal justice system, police and school system. We also noted that the stakeholders were predominantly from urban settings and democratic-leaning parts of the country, lacking broad geographic representation across the United States. However, it is important to note that this initial ToC was not designed to focus attention on community dynamics, including geographical factors. Conducting further ToC workshops in each implementation community will allow us to identify and address differences in community needs, resources and capacity, which are best understood and identified by the members of each specific community. Moving forward, as we plan for the implementation of CIC, we are committed to developing context-specific ToC in collaboration with a more diverse and representative group of stakeholders. This ensures that the initiatives we develop are tailored to the specific contexts and requirements of each community.

The future of mental health is local. CIC has the potential to augment our current system’s ability to fully respond to population needs by equipping community members with the skills to leverage the largely untapped resource of our daily interactions to recognize and provide support to those in need. Through this locally tailored approach to caring for those around us, we believe that communities can directly contribute to reducing the prevalence of mental health and addiction concerns, preventing their escalation, reducing the overall unmet need for care and addressing associated inequities. Many have argued that the United States mental health care system is in a crisis: now is the time for something radically different for mental health.

Open peer review

To view the open peer review materials for this article, please visit http://doi.org/10.1017/gmh.2023.49.

Data availability statement

All data generated or analyzed during this study are included in this article.

Acknowledgments

We gratefully acknowledge the participants in the theory of change workshops and Well Being Trust for funding support for this work.

Author contribution

B.F.M, V.P., S.S. and S.B. conceived the study. A.M., J.A.N., L.B. and E.B. developed the protocol with feedback from V.P., S.B. and S.S. E.B., L.B., A.M., R.R., M.P. and J.A.N. conducted the Theory of Change workshops and developed the Theory of Change. E.B. and A.M. wrote the first draft of the manuscript with critical input from all authors. All authors reviewed the final draft of the manuscript.

Financial support

This research was supported by Well Being Trust (which has since been closed) and employees of the Well Being Trust at that time form part of the authorship team (L.B., M.P., R.R., B.F.M.).

Competing interest

The authors do not have any conflicts of interest.

Ethics standard

Ethical approval was obtained from the Harvard Medical School Institutional Review Board.

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Figure 0

Table 1. CIC strategies

Figure 1

Figure 1. Community Initiated Care theory of change.

Figure 2

Table 2. Example of CIC indicators

Author comment: A theory of change for community-initiated mental health care in the United States — R0/PR1

Comments

No accompanying comment.

Review: A theory of change for community-initiated mental health care in the United States — R0/PR2

Conflict of interest statement

From 2013-2017, I served as Program Officer for Global Mental Health with Grand Challenges Canada. During this period, I was directly responsible for oversight of grants awarded to Shekhar Saxena and Vikram Patel at WHO and LSHTM respectively. I also participated in the Lancet Commission on Global Mental Health and Sustainable Development, which they co-led.

Comments

This article is an important and timely call to action. As the authors articulate, there is a pressing need for community led mental health care in the United States, a strong evidence base for the effectiveness of community led approaches elsewhere in the world, and an increased awareness of the need to address the growing mental health care crisis. The article’s proposed approach to tackle this challenge, the Community Initiated Care initiative, includes a number of unique and important features which increase the likelihood of its success. However, there are certain components that would also benefit from further emphasis within the TOC (minor revisions).

STRENGTHS

- Dimensional and transdiagnostic approach to mental health.One of the strengths of the CIC approach is that it adopts a transdiagnostic and dimensional approach, which recognizes mental health as a continuum. However, this may also pose a challenge when it comes to evaluating the effectiveness of the initiative or related interventions. Measurement tools and scales for mental health are often based on categorical criteria, and thus there may be a need to develop or adapt new tools for measuring impact at the individual level (assuming this is a goal of the CIC).

- An emphasis on leadership and training of leaders. The focus on the importance of developing leadership capacity as part of this process is a unique contribution of the CIC approach. This priority could capitalize on the growing number of strengths based leadership programs targeting educators, policy makers and members of industry around the world (e.g. Global Leadership Initiative, PRIMED, among others).

- Good TOC methodology and wide reaching consultation.The methodology for developing the TOC was thorough and aligned with best practices. The stakeholders involved in the development process included a wide range of individuals with lived experience as well as clinicians, community leaders, policy makers, and funders.

RECOMMENDATIONS

- Better situate the challenge of mental health care in the US within the global context. In the opening pages of the article, the authors share some key statistics about the state of mental health care in the US (e.g. percentage of people requiring and accessing quality care). It would be helpful to provide the reader with a point of reference for these statistics, by comparing the situation in the US with the global one, or comparing it to countries of similar population, economy, etc. Likewise, an indication of the amount of spending on mental health care in dollars would help to illustrate the need for a more cost effective approach. Finally, there is an argument that community care is more cost-effective - are there examples from other places that have adopted such a model to be used to back up this claim?

- Acknowledge and involve actors from the judiciary and prison systems as key stakeholders in the development and implementation of the CIC. The CIC is by definition a multi-sectoral approach that will require the support of diverse stakeholders. The article/TOC acknowledges the importance of policy leaders, community based organizations, and clinicians/formal health sector professionals and also makes reference to faith and education leaders. However, for the CIC to be a success it will be essential for the initiative to engage the support of the police, justice and prison systems, particularly given the high levels of incarceration for individuals with mental health challenges and the importance of their rehabilitation into the community. This group of actors should be explicitly acknowledged in the initiative description, and iIt would be beneficial for any further revisions to the TOC to include stakeholders from this group also.

- Ensure a solid understanding of the extent of formal and informal community mental health care provision and training initiatives underway prior to implementation. While the US mental health care model is clearly dominated by professional and clinical practice, there is a certain amount of informal, community based care that is already being provided via faith and cultural leaders. Likewise, there are school based initiatives to provide SEL or leadership training, especially within the charter school system in the US that can be built upon. It will be important for the initiative to map and understand this landscape and engage the relevant actors before implementing the CIC, and it would be good to see this step more explicitly outlined in the TOC.

- Address the potential for burnout among community health providers by providing requisite support and training. The CIC approach recognizes the evolutionary imperative to provide care, and the potential benefits of caregiving for individuals providing care and community cohesion. This is an important and often overlooked benefit. However, it will also be important to acknowledge and address the potential for burnout among community providers, and to ensure that they are adequately supported. Burnout is an important concern in many countries that rely on CHWs to deliver mental health care, such as the ASHAs in India and the LHWs in Pakistan. The CIC approach should acknowledge and address this challenge.

- Elaborate on the process for identifying and selecting locally appropriate interventions that individuals will be trained on. Communities in the United States are heterogenous and highly diverse. The success of the CIC will rely on its ability to develop a coherent approach to engaging and training community providers to deliver interventions that are locally relevant, context appropriate, and evidence based. Furthermore, it will be important to develop resources and tools to enable communities to select, develop or adapt such interventions based on specific needs. This selection and adaptation process is critical and should be an explicit step in the TOC. As part of the suite of resources offered by the CIC, the authors may want to consider developing a database, menu or playbook of interventions that communities can consider (the MHIN site, which highlights diverse interventions could serve as a starting point for this resource). Given the important evidence base for community care in LMICs, and the fact that the US is home to significant numbers of immigrants from around the world, this resource could also incorporate community based interventions that have been developed and implemented outside the United States.

Review: A theory of change for community-initiated mental health care in the United States — R0/PR3

Conflict of interest statement

Reviewer declares none.

Comments

Thank you for the opportunity to review this manuscript; incorporating opportunities for community-based mental health care in low-resource settings in the US is important and this manuscript describes a process for getting local stakeholder perspectives and buy in to initiate this process. To support the interpretation and impact this work can have for a wider-audience, I suggest the following major revisions:

Overall Comments:

- In its current form, the manuscript reads more like a report rather than research manuscript; please include defined Methods, Results, Discussion sections as well as limitations of the approach.

- The authors use a range of terms for mental health and appear to use them interchangeably at times: mental illness, mental disorder, mental health problems, mental health needs, psychosocial needs, and recovery. It would be helpful for the authors to be consistent and then provide definitions when different terms are used. It is also sometimes confusing to understand whether the authors are promoting the CIC as a model for mental health treatment, prevention and/or promotion.

- The authors rightly acknowledge that access to care is worse for many historically disadvantaged groups. It would be helpful to understand if members of these groups were part of the initial 24-person stakeholder or follow up 10-person stakeholder groups and how their perspectives were incorporated in the TOC.

- The description of the TOC process suggests agreement among the stakeholders; it would enrich the manuscript to note where particularly difficult discussions came up and where areas of disagreement were identified.

Specific Comments:

- A table providing basic demographic characteristics (gender, race/ethnicity, role) for the stakeholders would be helpful to better understand who was at the table.

- The authors define “task-sharing” as basically synonymous with “task-shifting” – however, the former specifically includes a relationship among the providers with others to “share” the task of caring for the service user. It is unclear if the TOC model is suggesting use of “task-shifting” or “task-sharing”.

- The authors cite recent systematic reviews of task-sharing for mental health problems in LMIC settings. This is accurate, but these intervention trials were for treatment-based interventions (i.e. to treat people with high depression scores or diagnosed depression) rather than single-session psychosocial programming to prevent distress or disorder or promote well-being. The authors seem to be promoting the idea of single-session prevention/promotion programming, so providing evidence for the acceptability and effectiveness for those type of intervention models is needed.

- In the section entitled “A Theory of Change for Community Initiated Care”, the authors note the importance of identifying the “assumptions or conditions which need to be in place”. This seems quite important for other researchers to better understand if they want to replicate this approach. It would be helpful for the authors to provide examples of the assumptions and conditions that came up in the TOC discussions to allow for readers to understand which may be similar to the contexts in which they are working.

Review: A theory of change for community-initiated mental health care in the United States — R0/PR4

Conflict of interest statement

Reviewer declares none.

Comments

Initial comments

The aim of the paper is to “describe the methods and results of a Theory of Change workshop with stakeholders which illustrates the hypothesized pathway for how we might advance CIC [Community Initiated Care] in the United States…”

The paper’s methods include a series of two workshops with a purposive sample of stakeholders. Researchers iteratively developed a Theory of Change based on input from the first workshop. Then they presented that draft to stakeholders for feedback during the second workshop.

Appreciation to the authors for drawing important attention to pressing mental health needs in the U.S., and the promise of deploying task-sharing methods to meet those needs. It highlights the need to import ideas from around the world, particularly from low-and-middle-income countries, on how to use community, non-specialist approaches to provide mental health support.

Introduction

1. The introduction articulates the myriad of challenges in the US mental healthcare system.

2. It introduces important key concepts used in the paper.

3. The title includes the term “scale”. The focus of the paper seems to be more about Theory of Change. I wonder if “A theory of change for community initiated mental health care in the United States” might be a tighter fit with the content of the paper.

4. Pg. 3. Line 71 – I wonder if the introduction could be strengthened by defining and more clearly differentiating the terms mental health and mental illness. This would also be in service of the later discussion about the continuum of mental health in the introduction.

5. Pg. 3 line 73 – are the authors conceptualizing “mental health care” as including medication? Or are they focusing on CICs that would include non-medication therapies (e.g., talk therapies)? I ask because throughout the paper it seems like candidate CIC interventions would be talk/behavioral/experiential therapies. Within the broader umbrella of mental health care, medication is the most frequently used service in the U.S. And task-shifting prescription rights in the U.S. would involve larger changes that, currently, may not be fully accounted for in the ToC. Though, this has happened to an extent with Physician Assistants and Nurse Practitioners.

6. Pg. 3 line 70 to pg. 4 line 90 – I think the broader point that many don’t receive care, even more so for individuals racialized at BIPOC, is valid and important to explain. I wonder if the current draft of this paragraph may be oversimplifying the mental healthcare system. For instance, most mental health services in the U.S. are provided by primary care doctors in the form of psychotropic medication prescriptions. Outside of medication, most talk therapies are provided by master-level clinicians. All but one state has peer specialist certifications, with most states offering reimbursement for those services. There are programs in the US who use community health workers to deliver low intensity interventions, schools are deploying universal prevention curricula. Certainly, there is a lot of room for growth and improvement still. Where do the authors envision CIC fitting in the existing landscape? Is the issue that there needs to be more task-sharing? Different task-sharing? Organized differently?

7. Pg. 4 line 79 – great point about the density of providers compared to other parts of the world. It would be great to add a citation here.

8. Pg. 4 line 92 to pg. 5 line 105 – I think it is great that the authors are speaking about the dimensionality of mental health, such an important concept! Tying back to an earlier comment about differentiating the terms mental health and mental illness, is this section referring to mental illness? Dr. Corey Keyes has written several papers on the topic of mental health dimensionality and has developed two continua: one for mental health and the other for mental illness. The mental illness continuum has no mental illness (i.e., normative reactions) on one end and serious mental illness on the other. This seems most closely aligned with the dimensional approach referenced in the paper. Keyes also introduces the concept of a continuum of mental health (separate from mental illness). That continuum spans from languishing (poor mental health) to flourishing (optimal mental health). I wonder if this section could be a little clearer by either specifying mental health or mental illness (currently seems mental illness focused), or expanding the paragraph by bringing in additional content about both continua?

9. Pg. 6 line 128 – Task-sharing is such an important approach, appreciation for mentioning it. Do the authors view CIC interventions to be primarily task-sharing approaches? Are there other examples of CIC that don’t involve task-sharing?

10. Pg. 6 134 to 146 – I enjoyed reading about the benefits of community care. The previous paragraph seems to say, “task-sharing works” and this paragraph seems to focus on “this is why we think it works”. I wonder if the first sentence of this paragraph might be changed to highlight that focus? I think the terms “implementation science” and “scaling up” might detract from the paragraph’s purpose.

11. There is literature in implementation science and scale-up about: determinant frameworks, process models, implementation guides, indicator/outcome operationalization and measurement, and logic models. The authors are engaged in an important project. I wonder if the authors could strengthen their case in the introduction about why an additional model is needed. There are critiques in the literature that suggest more models may not be helpful. I wonder if the authors might address that concern so readers will know how to best use the paper.

Methods

1. I’m not familiar with this journal’s formatting requirements. The readability of this paper would be enhanced for me if there were headings separating the introduction, methods, results, and discussion sections.

2. Pg. 8 line 177 – how were the participants identified?

3. Pg. 8 – the generation of the inputs into a ToC seems to rely on qualitative methods. Did the authors use one of the qualitative reporting guidelines to draft this paper (e.g., COREQ)? It could help guide the authors on information to include that would increase the utility of the paper.

4. Pg. 8 – what artifacts/inputs were gathered from the participants to be analyzed by the research team? If verbal feedback was used, how was it captured and accuracy ensured (e.g., sessions were recorded and transcribed)?

5. Pg. 8 – what method did the researchers use for the thematic analysis? How were the themes generated? Who was involved in coding and/or synthesizing? Various qualitative techniques can be used to ensure the trustworthiness of the findings. What techniques did the authors use?

6. Pg. 8 line 196 – that’s great that the authors are considering the contributions that implementation science can make on this project. What facet of implementation science did the authors review to inform their work? The cited Proctor article is a wonderful resource and presents one framework. Is that the only framework that was reviewed? A recent count identified 114 possible implementation science frameworks. Most studies within implementation science will use one or two frameworks. More detail would be helpful about why this framework was the best fit for this study. There is guidance on how to select a framework for use in studies that could help (e.g., Birken et al., 2017; Birken et al., 2018; Moullin et al., 2020). The authors might replace the term “implementation science” to the name of the framework they used.

7. Pg. 9 line 199-208 – the terms “implementation strategies”, “interventions”, “components”, and “activities” seem to be used interchangeably in this section. I wonder if this section would be clearer if these terms were defined.

8. Pg. 9 line 199-200 – There is a sizeable literature on implementation strategies (identification, selection, development, reporting, etc.). What strategy taxonomy did the authors use? How was the initial pool of strategies created? What procedures were used to translate workshop participant feedback into strategies? Were all participant reported strategies included? If not, what inclusion rules were used? The authors signal the use of implementation science in a few places in the paper. Implementation science is great and has a lot to offer this project. It is unclear in the reporting of this paper what areas of implementation science were used (e.g., frameworks, strategies, measurement, mechanisms, etc.), the extent to which those areas, and which procedures they relied on.

Results

1. Pg. 9 line 220 – I’m having a hard time understanding what is meant by the term “pathway”. Are these representing ecological levels of the system? Actors within the larger system? Pathway 1 and 2 seem to be labeled as actors, but the 3rd seems more like a broader cultural piece. Would the actor in pathway 3 be community members outside the service delivery system? Pathway 1 didn’t have a long-term outcome. If there isn’t one, does it make sense to conceptualize this ToC with separate pathways? Is there mostly one pathway, community care, with actors that support those efforts?

2. Pg. 11 line 249 –the overall impact sentence doesn’t match the figure. The figure has that impact attached to the second pathway.

3. Pg. 11 line 270 – referencing table 1 would help here.

4. Pg. 12 line 274-281 – I’m having a hard time knowing how the assumptions fit with the other components of the ToC. Which phase of the ToC do the assumptions apply to, and what is their relationship with the strategies/interventions? For example, is assumption A under community organizations saying that strategy 2 worked? If so, would it be more parsimonious to modify the strategy to say, “adequately finance and fund CIC”? When is it better to move an assumption to a target for action, outcome, or impact? For example, assumption C under community organization could be a long-term outcome. Or it could be an action (i.e., find/generate resources to target root causes…)

5. Figure (based on the draft I have):

o Several arrows are not linking to anything and at times appear in the middle of the text.

o Some text doesn’t fit within the squares.

o Long-term outcome is missing for pathway 1.

o Pathway 1 and 2 have text boxes between the building capacity and systems column and the implementation the initiative column. Should they be applied to one or the other?

o For me, the implementation strategy numbers were initially confusing. It became much clearer when I read table 1. I wonder if it would be better to remove the implementation strategies box from the figure. Instead, number all the strategies in the table (1a, 1b, 1c, 2a, 2b, 2c, etc.) and then use those numbers to the figure? If the intention is to use all strategies under each domain (e.g., if 1 means 1a, 1b, and 1c will all be used), then the authors wouldn’t need to specify 1a, 1b, 1c. The difficulty I had was that the description of the strategy clusters didn’t immediately make sense to me in relation to where they were placed. Then when I saw the more specific strategies in the table, I understood.

o Table 2

□ Add a column to match the numeral from the figure.

□ Is acceptability the best fitting construct for the second row? Would willingness be closer?

Discussion

1. Pg. 14 line 338 – perhaps replace “implementation science” with research.

2. Pg. 16 line 377 – I love the line about the future of mental health being local!

3. Similar to my comment in the introduction, the discussion section could be strengthened by showing how this ToC adds to the literature. The authors are engaged in an amazing project and it’s clear that the ToC is helping advance their work. What is less clear to me is why readers should use this ToC over existing implementation science or scale-up frameworks. Both of those disciplines have articulated determinants and processes to implement or scale interventions. CIC could be inserted as an intervention in those frameworks. What does this ToC add/improve/clarify/change?

Recommendation: A theory of change for community-initiated mental health care in the United States — R0/PR5

Comments

No accompanying comment.

Decision: A theory of change for community-initiated mental health care in the United States — R0/PR6

Comments

No accompanying comment.

Author comment: A theory of change for community-initiated mental health care in the United States — R1/PR7

Comments

No accompanying comment.

Review: A theory of change for community-initiated mental health care in the United States — R1/PR8

Conflict of interest statement

I previously worked as the Program Office for Global Mental Health for Grand Challenges Canada, which provided funding to Vikram Patel and Shekhar Saxena. I was also a commissioner on the 2017 Lancet Commission which they co-led.

Comments

The authors have appropriately addressed the key comments from the external reviewers. The manuscript has been strengthened by improvements to the organization of the paper, definitions of key terms, expanded information about the CIC model itself, references to additional stakeholder groups, and additional details about the TOC process as well as who was included in the process and related limitations.

There are some sections in the tables (see p. 28 onwards) where text is truncated or cut off, but this is a formatting issue rather than a substantive one.

Review: A theory of change for community-initiated mental health care in the United States — R1/PR9

Conflict of interest statement

Reviewer declares none.

Comments

Thank you for the revisions, many of my initial concerns and queries have been addressed. A couple remaining points would benefit from further clarity:

- It would be help to clarify up front if there may be differences in the role of this approach for severe mental illnesses, particularly those with more of a biological basis such as schizophrenia and bipolar disorder. In the introduction the authors’ state

“This dimensional approach views many mental illnesses as extreme and stressful versions of common, normative, human experiences (for example, sadness, loneliness, grief, despair)(Whitley and Drake 2010) which create sustained dysfunction over time if not addressed”. While this is accurate for many common mental health problems that fit in the depressive/anxiety domains – it may be less accurate for conditions with psychotic symptoms for example. Further clarification as to where this community approach may be best situated in the care system for the full spectrum of mental health conditions would be helpful.

- The evidence for task-sharing interventions described in the background and referenced in the discussion is strong for treatment interventions but is rather weak for psychosocial programs that focus on prevention and promotion, which seem to be the planned focus of the CIC next step activities. Acknowledgement of this gap would be helpful – and as well as addressing whether the CIC approach could serve as an opportunity build the evidence base for community psychosocial prevention programming.

Recommendation: A theory of change for community-initiated mental health care in the United States — R1/PR10

Comments

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Decision: A theory of change for community-initiated mental health care in the United States — R1/PR11

Comments

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Author comment: A theory of change for community-initiated mental health care in the United States — R2/PR12

Comments

Please see attached response document.

Recommendation: A theory of change for community-initiated mental health care in the United States — R2/PR13

Comments

No accompanying comment.

Decision: A theory of change for community-initiated mental health care in the United States — R2/PR14

Comments

No accompanying comment.