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A study of human resource competencies required to implement community rehabilitation in less resourced settings
Human Resources for Healthvolume 15, Article number: 70 (2017)
It is estimated that over one billion persons worldwide have some form of disability. However, there is lack of knowledge and prioritisation of how to serve the needs and provide opportunities for people with disabilities. The community-based rehabilitation (CBR) guidelines, with sufficient and sustained support, can assist in providing access to rehabilitation services, especially in less resourced settings with low resources for rehabilitation. In line with strengthening the implementation of the health-related CBR guidelines, this study aimed to determine what workforce characteristics at the community level enable quality rehabilitation services, with a focus primarily on less resourced settings.
This was a two-phase review study using (1) a relevant literature review informed by realist synthesis methodology and (2) Delphi survey of the opinions of relevant stakeholders regarding the findings of the review. It focused on individuals (health professionals, lay health workers, community rehabilitation workers) providing services for persons with disabilities in less resourced settings.
Thirty-three articles were included in this review. Three Delphi iterations with 19 participants were completed. Taken together, these produced 33 recommendations for developing health-related rehabilitation services. Several general principles for configuring the community rehabilitation workforce emerged: community-based initiatives can allow services to reach more vulnerable populations; the need for supportive and structured supervision at the facility level; core skills likely include case management, social protection, monitoring and record keeping, counselling skills and mechanisms for referral; community ownership; training in CBR matrix and advocacy; a tiered/teamwork system of service delivery; and training should take a rights-based approach, include practical components, and involve persons with disabilities in the delivery and planning.
This research can contribute to implementing the WHO guidelines on the interaction between the health sector and CBR, particularly in the context of the Framework for Action for Strengthening Health Systems, in which human resources is one of six components. Realist syntheses can provide policy makers with detailed and practical information regarding complex health interventions, which may be valuable when planning and implementing programmes.
It is estimated that over one billion persons worldwide have some form of disability, as defined by the United Nations Convention on the Rights of Persons with Disabilities (UNCRPD) as ‘those who have long-term physical, mental, intellectual, or sensory impairments which in interaction with various barriers may hinder their full and effective participation in society on an equal basis with others’ . However, the World Report on Disability highlighted a lack of knowledge and prioritisation of how to serve the needs and provide opportunities for people with disabilities . The UNCRPD , the CBR guidelines , and the WHO Global Disability Action Plan all represent important contributions at policy level to realising the rights of people with disabilities. However, persons with disabilities worldwide still face a myriad of barriers to high-quality and sustained service provision and access, and as noted by the World Report one of the critical components of this is provision of the skilled human resources required to implement the health-related aspects of the CBR guidelines.
Within the domain of health, there is a global deficit of over four million trained health workers with low-income countries largely affected [4, 5]; however, this is not specifically for the provision of services for people with disabilities . A study including 54 low- and middle-income countries has indicated that an additional 239 000 full time staff are required to address the burden of mental health alone, with 59% of the middle-income countries and all of the low-income countries having a shortage of mental health workers .
The World Report on Disability notes ‘global information about the rehabilitation workforce is inadequate. In many countries, national planning and review of human resources for health do not refer to rehabilitation’ (p. 108) . Where salient reviews of CBR programmes do exist, for instance in Malawi , Kenya, Tanzania and Uganda , these indicate that shortages of human resources and knowledge is a major constraint in implementation. A recent systematic review of the effectiveness of alternative cadres in CBR  highlighted the need for systematic research on the training, performance, development and impact of the workforce engaged in rehabilitation activities in addition to a coordinated global response . A more recent study in Madagascar highlighted barriers to implementing the WHO’s Disability Action Plan as a lack of human resources and disconnect between acute and community services .
Rehabilitation work being undertaken by ‘lower level’ cadres has historically evolved from professions’ disciplinary domains, rather than being based on a set of tasks that need to be conducted in an integrated fashion. Scientific approaches to job specification, including evidence-based empirical approaches to articulating the core competencies to perform specific tasks, or a family of tasks, now exist. By specifying the core competencies required to do a job successfully and effectively, service systems are able to select, train, and appraise personnel more effectively .
The paucity of research on the rehabilitation workforce is likely to constrain our ability to follow-through and deliver on the initiatives described above. Shortages of appropriately trained and deployed human resources for rehabilitation constitute a serious strategic bottleneck for the development of institution and community-based services, despite multiple proposals seeking to improve such services [11, 14,15,16,17]. There is much that can be learned from other areas of human resources for health including, for instance, health workforce planning , inequalities , health workforce training, motivation, supervision and retention [20, 21], mid-level cadres in maternal health [22, 23], and in primary care .
Examining the current literature on the CBR workforce to gain the most comprehensive picture, and supplementing with evidence from other community health workforce areas, could make an important contribution to developing this field. With this in mind, our study aimed to answer the question of ‘what are the human resource competencies required to implement the CBR guidelines in less resourced settings?’
Rationale for study
Focusing on human resources at the community level is advocated as a way of expanding and decentralising service delivery while increasing the supply of or access to human resources for rehabilitation . Investing in communities by having an immediate and large increase in human resources at this level, including training of mid-level health workers, is recommended and advocated to address skill imbalances and for the scaling up of education and training of the health workforce [6, 26,27,28,29]. In line with strengthening the implementation of the health-related CBR guidelines, our objective was to establish the workforce characteristics at the community level that enable quality rehabilitation services, with a focus primarily on less resourced settings, where the human resource shortfalls are greatest. As CBR is considered a complex health intervention, we believe studies should incorporate complexity for a more contextually informed understanding. Theory-driven reviews are capable of providing this insight, as previous studies on rehabilitation governance , human resource management , workforce interventions for support workers  and the community health workforce  have all noted the influence such methodologies can have on understanding complex health interventions.
This study utilised two methods: a review of the relevant literature informed by realist synthesis methodology, and a Delphi survey of the opinions of relevant stakeholders regarding the findings of the review. This approach was utilised to combine the rigour and explanatory mechanisms of a realist synthesis with additional stakeholder input for greater contextualised findings. Figure 1 provides an overview of the study methods.
Realist synthesis methodology, pioneered by Pawson , aims to provide an explanatory analysis for how and why social interventions work . These theory-driven reviews seek to understand contextual factors and the process mechanisms through which outcomes occur. To do so, they collate a wide range of quantitative, qualitative and mixed-methods literature specifically aimed at complex interventions, and develop working theories of ‘how things work’ through investigating how contexts trigger casual mechanisms and these relationships’ associated outcomes (C + M = O) [36,37,38]. These relationships are expressed as context-mechanism-outcome configurations (CMOCs) . Realist syntheses allow researchers to address issues beyond effectiveness and to answer questions by drawing on literature that explains why, for whom, and under what circumstances programmes work. They are more explanatory than judgmental and are suitable for reviews of complex social phenomena that involve human decisions and actions and desire to understand the context and complexity of interventions [33, 34, 38]. As such, they can provide policy makers with detailed and practical information regarding complex health interventions, which may be valuable when planning and implementing programmes and provide recommendations that address the facilitators and barriers to service delivery [40, 41].
For the purpose of this review, we refer to characteristics as a description of a person's or jobs’ attributes; skills as a set of learned abilities, often through training programmes; and competencies as a combination of skills and behaviours that are required to perform a job to a satisfactory degree.
Realist synthesis adaptation
This research has been adapted from realist synthesis as described by Pawson and Tilley for two main reasons. First, and frankly, we recognise that we entered into this methodology with an incomplete understanding of its details. The research objectives and proposed questions and methodology were provided to the team. As our learnings on realist studies advanced, we had to adapt both our objectives and methods to find a balance between meeting the commissioned requests and needs, and attempting to maintain methodological rigour. Second, the research outputs required programmatic recommendations that were easily digestible to implementers, demanding that our study be framed within a very pragmatic lens, likely at the cost of more robust theoretical influence. Main adaptations were: (a) the initial theory was developed mainly through team consultation with minimal literature input to ensure consistency with research output requirements; (b) sub-questions were used to organise our data and were prepared prior to searching to best contribute to the research objective; and (c) the addition of the Delphi process, which aided in contextualising review findings while also translating these into implementation-focused recommendations.
Scoping—question and initial theory
The initial review question sought to identify best practice for the development of the rehabilitation workforce for health-related rehabilitation for health systems strengthening. During the initial theory development and scoping process, this question was refined to better reflect the initial theory to: ‘what rehabilitation workforce characteristics enable quality rehabilitation services at the community level in less resourced settings and how, why and for whom do these work best?’
The initial programme theory to be explored was developed through an on-going iterative process that involved consultations with research team members and the investigation of some relevant literature . The overall initial theory was phrased as ‘to achieve equitable and quality rehabilitation services for persons with disabilities in less resourced settings, the workforce should be available and/or strengthened at the community level’, this being developed through and supported by salient literature [6, 27, 29]. We considered there to be several benefits in this approach. Notably, it considers the lack of knowledge or clear definition of what is a rehabilitation worker , and the severe shortage of such workers in less resourced settings . It also considers more vulnerable populations of people requiring health-related rehabilitation; less resourced settings with the fewest human resources; issues of decentralisation and equity of access to services; issues of community involvement and ownership of rehabilitation programmes; and making the workforce more disability-sensitive [25, 44]. Six ‘framework themes’ were pre-identified, which were aligned to the sub-questions, relevant to the workforce, and thought to best contribute to and organise arising data (Table 2).
The search consisted of extensive snowballing and a systematic style approach. Search terminology was developed in consultation with team members and a search librarian (Additional file 1). Ten bibliographic databases were searched: PubMed, WHOLIS, Embase, Scopus, CIRRIE, REHABDATA, LILACS, PsycINFO, Scie, and AIM (African Index Medicus). The archives of the journal Disability, CBR & Inclusive Development were also searched. Snowballing consisted of searching references of relevant reviews and all included texts, contacting team members and other stakeholders requesting documents, emailing other individuals and 13 organisations working in disability and rehabilitation, and conducting searches on search engines. One author (BG) conducted the searches. EPPI-Reviewer 4, a systematic review management software programme, was used to assist in document management including the identification of duplicates.
Selection and appraisal of documents
Selection of articles for inclusion in the realist synthesis occurred in stages and was performed by two reviewers. Articles returned from the database search were subject to title review and, if suitable, subsequent abstract and full text review by two researchers independently. At each stage, screening was conducted by two reviewers independently: title (BG and JMV), abstract (BG and MML) and full-text (BG and HM). Discrepancies were mediated by a third reviewer until consensus was reached. All articles from snowballing were subject to full text review.
Articles were deemed ‘suitable’ based on their potential ability to contribute to the theory revision. The selection, therefore, was not accompanied by discrete inclusion and exclusion criteria, but based on the articles’ content and researchers’ judgement relating to applicability. As such, the selection criteria were quite open, with the only restrictions relating to publication year (2003 and later); articles including a rehabilitation component with reference or implications to the workforce; and rehabilitation services that were specific and/or relatable to health rehabilitation.
Using the data extraction table, information was collected on the intervention, the context and potential explanatory mechanisms in addition to article descriptions, which allowed reviewers to extract context-mechanism-outcome configurations (CMOCs) from each article. Two reviewers (BG and SC) independently reviewed all included articles and for each filled in as much of the data extraction sheet as possible, including CMOC development.
Analysis and synthesis process
The primary reviewer synthesised the findings from both reviewers’ CMOC extraction of articles and used a data analysis matrix, which was adapted from a previous realist synthesis  to include more details on the workforce. This consisted of extracting characteristics on study design, intervention (setting, population), workforce (cadre, role description, training, supervision) and reported contextual factors, mechanisms, outcomes and potential CMOCs for the interventions.
The CMOCs from both reviewers were populated into the six framework themes proposed at the beginning stages of the project (Table 2), similar to an evaluative framework . In instances where CMOCs from the two reviewers were contrasting and/or widely different, we re-reviewed data extraction tables and discussed the reviewers’ formulations rationale. However, no CMOC adjustments were made at this stage. We then synthesised any similar CMOCs, documenting the evidence source(s). CMOCs that occurred across various evidence sources were modified into statements conducive to the accompanying Delphi survey. The results of these phases were then iterated back into the initial programme theory for further refinement.
The Delphi survey is a consensus finding tool commonly used in health and social science research , which maintains anonymity and confidentiality, has multiple iterations and controlled feedback, and allows arithmetic aggregation of group scores [48, 49]. This group facilitation technique is designed to transform individual opinion into consensus by aiding decision making based on the opinions of experts [47, 50]. It has been credited with reducing respondent bias and increasing clarity of opinions [51, 52], while allowing for a geographically dispersed group through the use of an online survey tool . For the purpose of this review, the Delphi was undertaken to enhance trustworthiness and further refine the findings.
CM lead the Delphi study, with support from MML and BG. A panel of experts who could provide insight into the workforce for health-related rehabilitation was recruited through purposeful sampling via email, conforming to recommendations of 10 to 25 participants [53, 54]. Participants were asked to complete an online survey administered through SurveyMonkey. Participants indicated their level of agreement with a particular statement by rating it on a Likert scale ranging from 1 to 5 (Strongly Disagree to Strongly Agree). A statement was deemed to have high levels of agreement if it achieved an average rating of 4 or above and a standard deviation of less than 1, based on a previous health science study . Statements not having high levels of agreement were modified based on participant feedback and subjected to subsequent rounds. Participants were also asked to provide written opinions on a number of statements, which were used to make further adjustments for the next iteration.
Searching was conducted between October 2013 and February 2014. A total of 1231 articles were identified from the database searches. An additional 54 articles were identified during the snowballing process. After a multi-researcher screening process, 33 articles were identified for inclusion in this study according to the document flow diagram in Fig. 2.
More than 30 countries were represented in the articles. Sub-Saharan Africa had the highest representation with 18 articles: Somalia ; Eritrea [57, 58]; Burundi ; Sudan ; Uganda [59,60,61]; Zambia ; Lesotho ; Tanzania ; Kenya [63, 64]; Democratic Republic of the Congo ; Ghana ; Benin ; and South Africa [67,68,69]. Sixteen articles focused on areas in South Asia: India [56, 58, 70,71,72,73]; Pakistan [56, 58, 74, 75]; Bangladesh ; Afghanistan ; Nepal [78, 79]; and Sri Lanka . Fourteen articles reported on countries in East Asia and the Pacific: Mongolia [56, 58, 81]; China ; Hong Kong ; Philippines ; Papua New Guinea ; Cambodia ; Thailand ; Vietnam [56, 58, 83]; and Indonesia [56, 59]. Two countries in North Africa, Liberia  and Egypt , were included and two countries from The Middle East, Palestine [84, 85] and Iraq . One paper  discussed information from all countries in The Pacific Islands, one  reported on the workforce from a global perspective, and one article  included information from Australia, along with China and Hong Kong as previously stated.
There were 17 articles that reported on the workforce in relation to physical rehabilitation [56, 58,59,60,61,62,63, 66,67,68,69, 73, 76, 78, 81, 83, 87]. Twelve reported on the workforce in relation to persons with mental health problems [59, 64, 65, 70,71,72, 74, 75, 77, 79, 80, 82]. In the remaining five included articles [57, 84,85,86, 88], the rehabilitation workforce either worked with persons with both physical disabilities and mental health problems, or the distinction was unclear.
The reported workforce characteristics differed in regard to cadre description, job requirements, training, supervision and ratio of worker to client or household, a summary of which is provided in Table 1.
Context mechanism outcome configurations and theory refinement
Context-mechanism-outcome configurations were developed from the included articles using the predesigned data extraction template and analysis matrix (Additional file 2). A sample of CMOCs and their development into statements can be found in Fig. 3. A total of 29 initial statements were developed from the CMOCs, proposed as effective responses to the research questions posed in the commissioning of the research.
At this stage in the research, the CMOCs were used to refine the initial programme theory by the researchers. As a result of the insufficiently elicited initial programme theory and results spanning a very wide topic, the findings from the review continued to be organised under the six themes, with refinement occurring at this level. The synthesis of the refined statements under each theme, developed through CMOC refinement and the Delphi feedback (Table 2), resulted in the theories presented in Box 1.
Box 1 Refined Programme Theories
|1. The delivering of quality services by the rehabilitation workforce in less resourced settings requires multi-sectoral coordination and supportive supervision. Workers should be multi-skilled, with clinical training, advocacy and empowerment skills, and the skills to navigate and refer within the wider health system. While workers may focus on either physical or mental health rehabilitation, it is necessary that all have minimal skills in both disciplines to ensure referrals.|
|2. The workforce delivering rehabilitation within communities should be comprised of individuals with disabilities and community lay workers.|
|3. In order to maintain workforce competencies, there should be clear job descriptions, roles and responsibilities; adequate training and refresher training that takes a rights-based approach encouraging problem-based learning through a mix of theory and practice; supportive supervision with trained supervisors; an incorporation of worker self-efficacy, specifically to account for motivation and satisfaction; and appropriate support structures for workers, such as counselling services. The inclusion of persons with disabilities in the training and supervision should be a priority.|
|4. To improve the distribution of community rehabilitation workers in less resourced settings, an integrated tier system that places workers in communities with links to more formalised services is necessary. Task-shifting of roles to lay-workers or lower cadres is appropriate to bring services to the communities especially in resource-constricted areas. Regardless of implementation models however, workers require appropriate resources and compensation (either financial or non-financial) for job performance.|
|5. Minimum training requirements of a community rehabilitation worker should incorporate aspects of disability identification, referral techniques, record keeping, case management, and community advocacy and empowerment techniques. Community workers should be trained on basic counselling techniques and mental health referral mechanisms. Community rehabilitation workers should be knowledgeable on the CBR Matrix as well as social protection and the possible contextual challenges within their areas.|
|6. To facilitate equitable access to community rehabilitation services, the workforce should be situated within community settings, with community ownership and participation throughout the design, selection and monitoring of workforce programmes. Mechanisms for feedback for both communities and the workforce need to be integrated into programmes, with a likely CBR focal person to monitor such initiatives. A community rehabilitation worker should be preceded by, and frequently updated with, a needs assessment with involvement from persons with disabilities and communities.|
Nineteen participants completed a minimum of one iteration, with 18 participants completing all three rounds. The participants’ years of work ranged from 5 to 40, with an average of 21. The majority worked in several regions and both low- and high-income countries, with 13 having worked in sub-Saharan Africa, 5 in North Africa, 2 in South America, 3 in North America, 9 in Asia, 8 in South East Asia, 3 in Oceania, and 12 in Europe. Participants also reported their place of origin, with 4 being from Africa, 1 from North America, 4 from Asia, 2 from Oceania, and 7 from Europe. Listed professional experience of the participants included physiotherapy, CBR, work/development psychology, occupational therapy, functional and physical rehabilitation, rehabilitation psychology, advocacy, health and rehabilitation systems and management, research, economy and public health.
The level of agreement with the statements throughout the iterations was high, with 21 statements achieving the criteria for agreement in round 1; 23 in round 2; and 29 in round 3. Alternatively, 8 statements were not agreed upon in round 1; 9 in round 2; and 4 in round 3. Based on participant feedback, an additional 4 statements were added after round 1, and 1 in round 3. Contextual clarification and/or changes to the wording of statements were done without literature consultation. New statements or any substantial statement changes were only done if also supported by included studies.
With evidence derived from the CMOCs of the realist synthesis, and subsequently subjected to three iterations of the Delphi survey to enhance relevance, trustworthiness and provide additional contextual support, 33 statements may be considered as recommendations for developing health-related rehabilitation services through community workers, as seen in Table 2. Important to note is that these were developed from a large range of articles and stakeholder input, which represent varying contexts. Therefore, not all may be relevant to all contexts and/or programmes and readers should work with these to understand what is most useful for their endeavours. Additional file 2 provides details on the included studies’ interventions and their extracted CMOCs.
Summary of findings
As noted in Table 1, there was a wide variation on the characteristics of rehabilitation workforce. This provides more justification for a realist synthesis, as these groups would be difficult to compare in a traditional systematic review. This very point required the review to look more broadly at the characteristics of workers who engage in CBR activities, not a specific cadre, in the development of the CMOCs and the subsequent recommendations. These recommendations may therefore be used to assist implementation strategies in a wider body of CBR programmes. Important to note however is that due to the varying contexts from which the articles arose, several different, often contrasting, CMOCs were found. As noted, these were not intended to be a ‘one-size-fits-all’ but were intended to help draw learning from the literature that could then be applied to achieve the best fit in different contexts.
Some general guidance for the rehabilitation workforce, arising from the study findings (Box 1) and further enhanced by additional CBR literature presented previously, may be considered across different health systems in order to inform the rehabilitation workforce’s characteristics and competencies. First, community-based initiatives can promote decentralisation and cost-effectiveness, and allow services to reach more vulnerable populations. However, motivation and retention likely need to be carefully addressed in more decentralised systems, as with other community health worker programmes. Second, the workforce providing rehabilitation in communities likely needs supportive and structured supervision by rehabilitation professionals at the facility level. Third, while the specific rehabilitation skills required may vary, there were certain standards of a community worker implementing rehabilitation common across many included studies within this research. These include aspects such as case management, social protection, monitoring and record keeping, counselling skills and mechanisms for referral. Fourth, rehabilitation workforce and service requirements that take lead from communities and work to increase community ownership may better serve individuals and work to improve the rehabilitation health system via sustainability and quality. Fifth, the often transcending roles of rehabilitation workers in the community means that workers trained on the CBR Matrix, as well as skills on advocacy and empowerment, may more holistically benefit persons with disabilities. Sixth, tiered/teamwork systems of service delivery for rehabilitation are frequently implemented and have shown important influence, with more general skills in the community and mechanisms for referrals to more specialised skills in facilities. Lastly, training of community rehabilitation workers that takes a rights-based approach, incorporates practical components, and if possible involves persons with disabilities, may be more beneficial to clients and communities. A very prominent finding throughout this work was that it is difficult to consider ‘health-related CBR components’ in isolation. Understanding and supporting the workforce requires the integration of all CBR components: health, social, education, livelihoods and empowerment.
The distinction between physical and mental health rehabilitation workers is also of interest. This may become even more relevant in the future with the predicted increase in community-based services for mental health problems . It is important that governments and agencies develop plans for how to integrate the contributions of both workforce types to avoid implementing parallel services. Though in some contexts it may not be suitable to have rehabilitation workers that provide both mental health and physical rehabilitation services, it is important that these cadres are knowledgeable on each other’s activities and collaborate to identify and refer individuals as needed.
Comparison with existing literature
Other less-resourced community-based health workforce literature has recognised the need for context-specific investigations using theory-driven methodologies [33, 90,91,92]. In their 2012 systematic review on CBR alternative cadres, Mannan and colleagues highlighted a dearth of studies in this area, with existing resources having contextually specific programmes limiting their ability to synthesise findings . To this end, there have been several calls for more innovative CBR research methodologies [93, 94]. Similar findings across this study and Mannan’s are evident however, specifically the importance of workforce motivation; cultural structures; training on ‘soft-skills’ such as advocacy and development; and CBR workers as support workers.
Strengths, limitations and future research directions
The use of realist approaches to study the rehabilitation workforce has provided insight and evidence on this under-researched field that would not likely be possible with other empirical approaches. The combined use of the realist synthesis and Delphi study provided a unique approach to synthesis. Our approach drew on the strength of perspectives offered by different stakeholders by allowing them to comment on possible human resource implementation processes that had an established evidence base, while at the same time allowing stakeholders to make their own suggestions.
The wide scope of the research topic required that we progressively narrow our overarching research question and our search of the literature, in order to provide a meaningful and focused analysis. However, several of the papers included in the review lacked detail on the rehabilitation workforce and this limited what could be learnt from the research studies. The Delphi method also has a number of specific limitations. For example, the panel of experts was chosen by the researchers and was dependent on their own networks and the willingness of people to participate. It also had an under-representation of persons with disabilities or service users. In particular, the realist informed review of our study has several limitations: its level of abstraction is at times very abstract due to its synthesis across differing programmes and therefore suffers from a lack of specific revised theory; time restrictions prohibited further rounds of literature searching beyond searching for clarification; we did not do a comprehensive pilot of our search; and CMOCs taken forward to the Delphi process were chosen mainly on frequency found across evidence sources, which may have excluded some valuable explanatory resources.
This review highlighted that while there are indeed programmes for rehabilitation in communities, little evidence is provided on the workforces that implement these services. Researchers and programme managers should collect and disseminate more detailed evidence on the workforce so that this body of literature can be expanded and others can learn from their experiences. It also notes a dearth of evidence from the perspective of the rehabilitation workforce. As the longer-term effectiveness of programmes depends on the retention of their workers, such investigations should be given priority in order to highlight areas of concern and provide more recommendations on how to reduce attrition and provide quality and continuity of services for persons with disabilities in communities. Studies that investigate task shifting of rehabilitation services should be conducted to provide evidence on what types of workforce configurations work best in what contexts. Further theory-driven studies on individual CBR interventions, such as realist evaluation, could help to further refine CMOCs at more specific levels of abstraction, such as individual characteristics within specific cadres, as opposed to the more programmatic abstraction level offered within.
To our knowledge, there have been no realist studies conducted on the rehabilitation workforce to date. While it is clear that no ‘one size fits all’, our synthesis suggests some common features that are likely facilitative to strengthening the role of community workers in implementing community rehabilitation. Such findings can be useful to support programme design to ensure contextually specific and holistically natured programmes that focus on overall rehabilitation health worker competencies and the systems in which they operate. Contextual variations within this study were mostly attributed to the configuration of the rehabilitation system and the characteristics of the rehabilitation worker. More specific recommendations for these varying contexts can be found within, such as the need for appropriate training, supervision and motivation considerations within a tiered system, and the need for advocacy and empowerment skills when task-shifting to communities, respectively.
Our findings are consistent with other workforce studies in less resourced settings in their recognition that workforce characteristics and their management should be contextualised [95, 96]. However, this study is unique in its development of recommendations regarding how this should be done. These recommendations may be used as a support resource for community rehabilitation decision makers when designing and implementing programmes.
United Nations Convention on the Rights of Persons with Disabilities
UN. Convention on the Rights of Persons with Disabilities 2007 [Available from: https://www.un.org/development/desa/disabilities/convention-on-the-rights-of-persons-with-disabilities.html].
World Health Organization TWB. World report on disability. Geneva; 2011.
World Health Organization, United Nations Educational, Scientific and Cultural Organization, International Labour Organization, International Disability and Development Consortium. Community-based rehabilitation: CBR guidelines. Geneva: World Health Organization; 2010. p. 459–68.
Chen L, Evans T, Anand S, Boufford JI, Brown H, Chowdhury M, et al. Human resources for health: overcoming the crisis. Lancet. 2004;364(9449):1984–90.
World Health Organization Maximizing Positive Synergies Collaborative Group. An assessment of interactions between global health initiatives and country health systems. Lancet. 2009;373(9681):2137–69.
MacLachlan M, Mannan H, McAuliffe E. Staff skills not staff types for community-based rehabilitation. Lancet. 2011;377(9782):1988–9.
Bruckner TA, Scheffler RM, Shen G, Yoon J, Chisholm D, Morris J, et al. The mental health workforce gap in low-and middle-income countries: a needs-based approach. Bull World Health Organ. 2011;89(3):184–94.
Eggen O, Nganwa A, Suka A. As strong as the weakest link: an evaluation of the community based rehabilitation programme (CBRP) in Malawi implemented by Malawi Council of the Handicapped (MACOHA) and Federation of Disability Organisations in Malawi (FEDOMA), supported by Norwegian Associated for the Disabled (NAD). 2009.
Afri-CAN. Inside Voices: CBR Workers Stories. 2006.
Mannan H, Boostrom C, MacLachlan M, McAuliffe E, Khasnabis C, Gupta N. A systematic review of the effectiveness of alternative cadres in community based rehabilitation. Hum Resour Health. 2012;10(1):20.
Mannan H, MacLachlan M, McAuliffe E. The human resources challenge to community based rehabilitation: the need for a scientific, systematic and coordinated global response. Disability, CBR & Inclusive Development. 2013;23(4):6–16.
Khan F, Amatya B, Mannan H, Burkle FM, Galea MP. Rehabilitation in Madagascar: challenges in implementing the World Health Organization disability action plan. J Rehabil Med. 2015;47(8):688–696.
Martin PR, Cheung FM, Knowles MC, Kyrios M, Littlefield L, Overmier JB, et al. IAAP handbook of applied psychology: John Wiley & Sons; 2011.
Gupta N, Castillo-Laborde C, Landry MD. Health-related rehabilitation services: assessing the global supply of and need for human resources. BMC Health Serv Res. 2011;11:276.
MacLachlan M, Khasnabis C, Mannan H. Inclusive health. Tropical Med Int Health. 2012;17(1):139–41.
MacLachlan M. Community based rehabilitation and inclusive global health: a way forward. Statement to the United Nations Commission for Social Development. New York: United Nations; 2012.
MacLachlan M, Mannan H, McAuliffe E. Access to health care of persons with disabilities as an indicator of equity in health systems. Open Medicine. 2011;5(1):e10.
(ed) GN. Exploring health workforce inequalities: case-studies from three countries. Geneva: World Health Organization, 2012.
Gupta N, Maliqi B, França A, Nyonator F, Pate MA, Sanders D, et al. Human resources for maternal, newborn and child health: from measurement and planning to performance for improved health outcomes. Hum Resour Health. 2011;9(1):16.
Manafa O, McAuliffe E, Maseko F, Bowie C, MacLachlan M, Normand C. Retention of health workers in Malawi: perspectives of health workers and district management. Hum Resour Health. 2009;7(1):65.
McAuliffe E, Bowie C, Manafa O, Maseko F, MacLachlan M, Hevey D, et al. Measuring and managing the work environment of the mid-level provider-the neglected human resource. Hum Resour Health. 2009;7:13.
Lobis S, Mbaruku G, Kamwendo F, McAuliffe E, Austin J, de Pinho H. Expected to deliver: alignment of regulation, training, and actual performance of emergency obstetric care providers in Malawi and Tanzania. Int J Gynecol Obstet. 2011;115(3):322–7.
Gilmore B, McAuliffe E. Effectiveness of community health workers delivering preventive interventions for maternal and child health in low- and middle-income countries: a systematic review. BMC Public Health. 2013;13:847.
Negusse H, McAuliffe E, MacLachlan M. Initial community perspectives on the health service extension programme in Welkait, Ethiopia. Hum Resour Health. 2007;5(1):21.
WHO. World Report on Disability Geneva 2011.
Alliance GHW. Scaling up, saving lives. 2008.
Kuipers P, Cornielje H. Alternative responses to the human resource challenge for CBR. Disability, CBR & Inclusive Development. 2013;23:4.
Mannan H, MacLachlan M. Human resources for health: focusing on people with disabilities. Lancet. 2010;375
Mannan H, MacLachlan M, McAuliffe E. The human resources challenge to community based rehabilitation: the need for a scientific, systematic and coordinated global response. Disability, CBR & Inclusive Development. 2013;23:4.
McVeigh J, MacLachlan M, Gilmore B, McClean C, Eide AH, Mannan H, et al. Promoting good policy for leadership and governance of health related rehabilitation: a realist synthesis. Glob Health. 2016;12(1):49.
Dieleman M, Gerretsen B, van der Wilt GJ. Human resource management interventions to improve health workers' performance in low and middle income countries: a realist review. Health Research Policy and Systems. 2009;7(1):7.
Williams L, Rycroft-Malone J, Burton CR, Edwards S, Fisher D, Hall B, et al. Improving skills and care standards in the support workforce for older people: a realist synthesis of workforce development interventions. BMJ Open. 2016;6:8.
Kane SS, Gerretsen B, Scherpbier R, Dal Poz M, Dieleman M. A realist synthesis of randomised control trials involving use of community health workers for delivering child health interventions in low and middle income countries. BMC Health Serv Res. 2010;10(1):286.
Pawson R. Evidence-based policy: A realist perspective: Sage publications; 2006.
Pawson R, Greenhalgh T, Harvey G, Walshe K. Realist synthesis: an introduction. Manchester: ESRC Research Methods Programme, University of Manchester; 2004.
Wong G, Pawson R, Owen L. Policy guidance on threats to legislative interventions in public health: a realist synthesis. BMC Public Health. 2011;11(1):222.
Wong G, Greenhalgh T, Westhorp G, Buckingham J, Pawson R. RAMESES publication standards: realist syntheses. BMC Med. 2013;11(1):21.
Pawson R, Greenhalgh T, Harvey G, Walshe K. Realist review--a new method of systematic review designed for complex policy interventions. Journal of Health Services Research & Policy. 2005;10(Suppl 1):21–34.
Astbury B, Leeuw FL. Unpacking black boxes: mechanisms and theory building in evaluation. Am J Eval. 2010;31(3):363–81.
Harachi TW, Abbott RD, Catalano RF, Haggerty KP, Fleming CB. Opening the black box: using process evaluation measures to assess implementation and theory building. Am J Community Psychol. 1999;27(5):711–31.
Blamey A, Mackenzie M. Theories of change and realistic evaluation: peas in a pod or apples and oranges? Evaluation. 2007;13(4):439–55.
Rycroft-Malone J, McCormack B, Hutchinson AM, DeCorby K, Bucknall TK, Kent B, et al. Realist synthesis: illustrating the method for implementation research. Implement Sci. 2012;7:33.
WHO. Monitoring human resources for health-related rehabilitation services. Spotlights on Health Workforce Statistic: WHO; 2009.
Tom S, Lezzoni LI, Grace NE. The art of medicine: disability and the training of health professionals. Lancet. 2009;374
Dieleman M, Kane S, Zwanikken P, Gerretsen B. Realist review and synthesis of retention studies for health workers in rural and remote areas. Geneva: Royal Tropical Institute The Netherlands; 2011.
Rycroft-Malone J, McCormack B, Hutchinson AM, DeCorby K, Bucknall TK, Kent B, et al. Realist synthesis: illustrating the method for implementation research. Implement Sci. 2012;7(1):33.
Hasson F, Kenney S, McKenna H. Research guidelines for the Delphi survey technique. J Adv Nurs. 2000;32(4):1008–15.
de Meyrick J. The Delphi method and health research. Health Educ. 2003;103(1):7–16.
Rowe G, Wright G. The Delphi technique as a forecasting tool: issues and analysis. Int J Forecast. 1999;15:353–75.
Landeta J, Barrutia J, Lertxundi A. Hybrid Delphi: a methodology to facilitate contribution from experts in professional contexts. Technol Forecast Soc Chang. 2011;78(9):1629–41.
Clayton MJ. Delphi: a technique to harness expert opinion for critical decision-making tasks in education. Educ Psychol. 1997;17(4):373–86.
Schmidt RC. Managing Delphi surveys using nonparametric statistical techniques. Decis Sci. 1997;28(3):763–74.
Okoli C, Pawlowski SD. The Delphi method as a research tool: an example, design considerations and applications. Information & Management. 2004;42(1):15–29.
EC. Evalsed Sourcebook: Methods and Techniques. 2013.
NiMhurchadha S, Gallagher P, MacLachlan M, Wegener ST. Identifying successful outcomes and important factors to consider in upper limb amputation rehabilitation: an international web-based Delphi survey. Disabil Rehabil. 2013;35(20):1726–33.
Deepak S. CBR matrix and perceived training needs of CBR workers: a multi-country study. Disability, CBR & Inclusive Development. 2011;22:1.
Grut L, Hjort P, Eide AH. "More of the same and try something new": Evaluation of the Community Based Rehabilitation Programme in Eritrea. SINTEF, 2004. Contract No.: STF78 A044515.
Sharma M, Deepak S. An inter-country study of expectations, roles, attitudes and behaviours of community-based rehabilitation volunteers. Asia Pac Disabil Rehabil J. 2003;14(2):179–90.
Magallona MLM, Datangel JP. The community based rehabilitation programme of the University of the Philippines Manila, College of Allied Medical Professions. Disability, CBR & Inclusive Development. 2011;22:3.
Claussen J, Kandyomunda B, Jareg P. Evaluation of the community based rehabilitation programme in Uganda. Norwegian Association of the Disabled 2005.
Penny N, Zulianello R, Dreise M, Steenbeek M. Community-based rehabilitation and orthopaedic surgery for children with motor impairment in an African context. Disabil Rehabil. 2007;29(11–12):839–43.
Mendis P, Kachingwe A, Khabele MI. Report: Evaluation of support to CBR programme in Lesotho. Norwegian Association of the Disabled, 2009.
Hartley S. Evaluating the impact of a community-based rehabilitation intervention. Institute of Child Health, UK, and Kenya Medical Research Institute, Kenya, 2003.
Lund C, Waruguru M, Kingori J, Kippen-Wood S, Breuer E, Mannarath S, et al. Outcomes of the mental health and development model in rural Kenya: a 2-year prospective cohort intervention study. International health. 2013;5(1):43–50.
Bass JK, Annan J, McIvor Murray S, Kaysen D, Griffiths S, Cetinoglu T, et al. Controlled trial of psychotherapy for Congolese survivors of sexual violence. N Engl J Med. 2013;368(23):2182–91.
Jadin O, Agbogbe N, Barima O. Evaluation de la Readaptation a base Communautaire (RBC) au Ghana et au Benin. Medecine Tropicale. 2005;65(6):592–601.
Chappell P, Johannsmeier C. The impact of community based rehabilitation as implemented by community rehabilitation facilitators on people with disabilities, their families and communities within South Africa. Disabil Rehabil. 2009;31(1):7–13.
Dawad S, Jobson G. Community-based rehabilitation programme as a model for task-shifting. Disabil Rehabil. 2011;33(21–22):1997–2005.
Rule S. Training CBR personnel in South Africa to contribute to the empowerment of persons with disabilities. Disability, CBR & Inclusive Development. 2013;24(2):6–21.
Armstrong G, Kermode M, Raja S, Suja S, Chandra P, Jorm AF. A mental health training program for community health workers in India: impact on knowledge and attitudes. Int J Ment Heal Syst. 2011;5(1):17.
Balaji M, Chatterjee S, Koschorke M, Rangaswamy T, Chavan A, Dabholkar H, et al. The development of a lay health worker delivered collaborative community based intervention for people with schizophrenia in India. BMC Health Serv Res. 2012;12:42.
Chatterjee S. Evaluation of a community-based rehabilitation model for chronic schizophrenia in rural India. Br J Psychiatry. 2003;182(1):57–62.
Johnson RSP, Metilda L. Needs assessment of programmes integrating community based rehabilitation into health activities. Asia Pacific Disability Rehabilitation Journal. 2004;15(1):69–74.
Rahman A. Challenges and opportunities in developing a psychological intervention for perinatal depression in rural Pakistan--a multi-method study. Archives of Women's Mental Health. 2007;10(5):211–9.
Rahman A, Malik A, Sikander S, Roberts C, Creed F. Cognitive behaviour therapy-based intervention by community health workers for mothers with depression and their infants in rural Pakistan: a cluster-randomised controlled trial. Lancet. 2008;372(9642):902–9.
Adams MS, Khan NZ, Begum SA, Wirz SL, Hesketh T, Pring TR. Feeding difficulties in children with cerebral palsy: low-cost caregiver training in Dhaka, Bangladesh. Child Care Health Dev. 2012;38(6):878–88.
Ayoughi S, Missmahl I, Weierstall R, Elbert T. Provision of mental health services in resource-poor settings: a randomised trial comparing counselling with routine medical treatment in North Afghanistan (Mazar-e-Sharif). BMC Psychiatry. 2012;12:14.
Save the Children Nepal Country Office. Final evaluation of community based rehabilitation program. Kathmandu: 2010.
Raja S, Underhill C, Shrestha P, Sunder U, Mannarath S, Wood SK, Patel V. Integrating mental health and development: a case study of the basic needs model in Nepal. PLoS Med. 2012;9(7):e1001261.
Murray LK, Dorsey S, Bolton P, Jordans MJ, Rahman A, Bass J, et al. Building capacity in mental health interventions in low resource countries: an apprenticeship model for training local providers. Int J Ment Heal Syst. 2011;5(1):30.
Como E, Batdulam T. The role of community health workers in the Mongolian CBR programme. Disability, CBR & Inclusive Development. 2012;23(1):14–33.
Ng CH, Ma H, Yu X, Chiu H, Fraser J, Chan S, et al. China-Australia-Hong Kong tripartite community mental health training program. Asia-Pacific Psychiatry. 2009;1(2):90–7.
Mijnarends DM, Pham D, Swaans K, Van Brakel WH, Wright EP. Sustainability criteria for CBR programmes – two case studies of provincial programmes in Vietnam. Disability, CBR & Inclusive Development. 2011;22(2):3–21.
Eide AH. Impact of community-based rehabilitation programmes: the case of Palestine. Scandinavian Journal of Disability Research. 2006;8(4):199–210.
Nilsson A, Qutteina M. Evaluation of the CBR program in Palestine - from the perspectives of persons with disabilities themselves. 2005.
Llewellyn G, Gargett A, Short S. The Pacific Rehabilitation Health Workforce, WHO Discussion Paper Series Paper No 1. Sydney 2012.
Finkenflügel H, Rule S. Integrating community-based rehabilitation and leprosy rehabilitation services into an inclusive development approach. Lepr Rev. 2008;79:83–91.
Deepak S. Vietnam CBR project: opinions of project beneficiaries. Italy: AIFO-Italy; 2010.
Patel V. The future of psychiatry in low-and middle-income countries. Psychol Med. 2009;39(11):1759–62.
Dieleman M, Gerretsen B, van der Wilt GJ. Human resource management interventions to improve health workers' performance in low and middle income countries: a realist review. Health Research Policy and Systems. 2009;7:7.
Gilmore B, McAuliffe E, Larkan F, Conteh M, Dunne N, Gaudrault M, et al. How do community health committees contribute to capacity building for maternal and child health? A realist evaluation protocol. BMJ Open. 2016;6(11):e011885.
Gilmore B, Adams BJ, Bartoloni A, Alhaydar B, McAuliffe E, Raven J, et al. Improving the performance of community health workers in humanitarian emergencies: a realist evaluation protocol for the PIECES programme. BMJ Open. 2016;6(8):e011753.
Kuipers P, Wirz S, Hartley S. Systematic synthesis of community-based rehabilitation (CBR) project evaluation reports for evidence-based policy: a proof-of-concept study. BMC International Health and Human Rights. 2008;8(1):3.
Hartley S, Finkenflugel H, Kuipers P, Thomas M. Community-based rehabilitation: opportunity and challenge. Lancet. 2009;374(9704):1803.
Fulton BD, Scheffler RM, Sparkes SP, Auh EY, Vujicic M, Soucat A. Health workforce skill mix and task shifting in low income countries: a review of recent evidence. Hum Resour Health. 2011;9(1):1.
Buchan J. What difference does (“good”) HRM make. Hum Resour Health. 2004;2(6):1–7.
The authors would like to acknowledge the World Health Organisation and their Disability and Rehabilitation Team (DAR) in the Department of Violence and Injury Prevention and Disability (VIP) for the support of this work. We would also like to thank the participants of the Delphi survey who provided their time and valuable feedback towards the development of the recommendations and Dr. Joanne Greenhalgh for her valuable support during the initial stages of the realist synthesis.
This research was funded by the Disability and Rehabilitation Team (DAR) in the Department of Violence and Injury Prevention and Disability (VIP) of the World Health Organisation.
Availability of data and materials
Please contact author for data requests.
Ethics approval and consent to participate
Ethical approval for the Delphi study was obtained from the Health Policy and Management/Centre for Global Health Research Ethics Committee (HPM/CGH REC) of Trinity College, Dublin. All Delphi participants provided informed consent, including consent to publish.
Consent for publication
The authors declare that they have no competing interests.
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