- Review
- Open access
- Published:
Tools, frameworks and resources to guide global action on strengthening rural health systems: a mapping review
Health Research Policy and Systems volume 21, Article number: 129 (2023)
Abstract
Background
Inequities of health outcomes persist in rural populations globally. This is strongly associated with there being less health coverage in rural and underserviced areas. Increasing health care coverage in rural area requires rural health system strengthening, which subsequently necessitates having tools to guide action.
Objective
This mapping review aimed to describe the range of tools, frameworks and resources (hereafter called tools) available globally for rural health system capacity building.
Methods
This study collected peer-reviewed materials published in 15-year period (2005–2020). A systematic mapping review process identified 149 articles for inclusion, related to 144 tools that had been developed, implemented, and/or evaluated (some tools reported over multiple articles) which were mapped against the World Health Organization’s (WHO’s) six health system building blocks (agreed as the elements that need to be addressed to strengthen health systems).
Results
The majority of tools were from high- and middle-income countries (n = 85, 59% and n = 43, 29%, respectively), and only 17 tools (12%) from low-income countries. Most tools related to the health service building block (n = 57, 39%), or workforce (n = 33, 23%). There were a few tools related to information and leadership and governance (n = 8, 5% each). Very few tools related to infrastructure (n = 3, 2%) and financing (n = 4, 3%). This mapping review also provided broad quality appraisal, showing that the majority of the tools had been evaluated or validated, or both (n = 106, 74%).
Conclusion
This mapping review provides evidence that there is a breadth of tools available for health system strengthening globally along with some gaps where no tools were identified for specific health system building blocks. Furthermore, most tools were developed and applied in HIC/MIC and it is important to consider factors that influence their utility in LMIC settings. It may be important to develop new tools related to infrastructure and financing. Tools that have been positively evaluated should be made available to all rural communities, to ensure comprehensive global action on rural health system strengthening.
Background
Rural populations continue to experience poorer health outcomes compared to metropolitan areas [1, 2]. This difference is associated with a lack of health care coverage for 56% of rural residents, compared to only 22% in the metropolitan areas [3]. Globally, this situation includes low and middle-income countries (LMICs) and high-income countries (HICs) alike with some variation between countries and World health Organisation (WHO) regions. Improving rural health care and health outcomes relies on system strengthening at multiple levels. Drawing from the WHO system framework, such development should address the following six health system building blocks of health services, workforce, leadership and governance, information, infrastructure, and financing [4]. These are further described and defined in Box 1.
Box 1. Definitions of frameworks/tools/resources and components of health systems
Definitions Frameworks, tools and resources This mapping review applied a working definition of tools and resources as materials that inform how rural health systems can be planned and adapted to decide something. They consolidate dynamic systems information into a single point of reference to support “how to” practical action for rural health systems development. Acknowledges the many parts and their interactions needed across the system or particular system components under study (defined below). May relate a succinct diagrammatic or tabular representation of systems parts, depicting actions, processes and outcomes. May include reference to focus disease areas that could inform the wider system. Heath systems building blocks [4]: • Services: approaches to continuity of care, service integration, models of care. Services may include preventative and primary, secondary or tertiary level services • Workforce: training, quality improvement for performance, recruitment and retention • Information: electronic record keeping, data systems and information gathering • Leadership and governance: decentralisation, community participation, workforce licensure, accreditation and registration • Infrastructure: supply of materials and equipment, system architecture for integrated delivery of interventions • Financing: remuneration, insurance, incentives |
To support action on the health system building blocks, the WHO has focused strongly on some areas such as providing global policy recommendations to inform strategies that are most effective at supporting access to health workers through retention (released in 2010 and refreshed in 2020) [5, 6]. The WHO also endorses the use of systems thinking for considering the complex interactions within and between the various building blocks of the rural health system [4]. Systems thinking aims to demonstrate the fundamental characteristics and relationships of systems, requiring the adoption of five skills of “Dynamic thinking”, “Systems-as-cause thinking”, “Forest thinking”, “Operational thinking” and “Loop thinking” [4], p. 43]. The WHO has also developed many different guidelines focused on health service enhancement for particular disease areas such as prevention, early detection, diagnosis, treatment, or rehabilitation of infectious diseases (e.g., tuberculosis, HIV, hepatitis and malaria), though many are not specific to rural areas [7]. However, beyond the policy guidelines, rural health systems strengthening action is problematic unless rural communities and policy-makers alike have tools, resources and frameworks (hereafter called tools,, see definition in Box 1) to support planning and adaptation and decisions about implementation. Having these tools is important because they might assist the wide range of rural communities worldwide, with more standardised, evidence-based action, despite their different contexts. They can also support people with varied levels of training to understand and frame solutions together. However, there are no known collections of tools for health system strengthening that could be a reference point for policy-makers and rural communities. It is possible that there are useful tools that are applicable to rural settings that many rural communities are not aware of whilst this situation persists. Hence, this study aimed to map currently available tools to inform their applicability for rural health system strengthening.
Beyond the global community, many governments in the world have implemented strategies related to aspects of rural health system issues. This includes recent development of a national rural generalist pathway in Australia [8]. However, often the focus of systems development is in one area without consideration of the other health system building blocks, thus likely weakening their impact. An example may be focussing on rural workforce training and development without addressing the sustainability, through financing and governance of rural health service models. Having a repository of tools across the suite of health systems issues, which can be applied at all levels of health system strengthening is likely to be more effective. This could guide more holistic action and be more effective at achieving progress in rural health.
It is unclear how many rural health system strengthening tools exist, but also whether these have been co-developed with rural communities, sufficiently translated and refined, or whether they have applied consistent definitions and terms [9]. Until a thorough appraisal is done, then the range of tools and resources available for rural community action may be limited in their generalisability, lacking clarity of their broader application and difficultly in both implementing and interpreting at the global scale.
Across High to Low Income countries and their individual rural communities there are likely to be very different contexts for health system strengthening. However, having a collection of relevant tools may be helpful especially where they are developed and reviewed with consideration of their application to diverse settings and systems issues (generalisability built into the design of the tool). This includes considerations for tools to have been developed for application across High to low- income countries, different world regions including those that are extremely under-resourced and to cover different rural service types, health professions and financing contexts. The WHO recognised this when it sponsored a Rural Pathways Checklist to support the implementation of grow your own workforce strategies in low- and middle-income countries [9]. It was developed with widespread input from rural communities globally, sensitive to the Low- and Middle-Income Country resource levels, covering any rural context, all health worker types and community needs. Field-testing identified the tool was useful and applicable to High- and Middle-Income countries alike. Similar tools may be available but there has yet to be a focus by the WHO and governments, on bringing these together and sharing them with rural communities. If this occurred, it is possible for rural communities to use these tools to shape local action whilst in parallel governments can use these tools to shape policy development, thus in concert supporting coordinated action and greater efficiency. Where tools are not prescriptive, but rather enable tailoring of health systems solutions to the factors in the local context, these are likely to be important for achieving sustainable outcomes and better engagement of the rural people, who are directly affected by the decisions of local health services and policy-makers.
With this background in mind, the overall aim of this research was to review and describe the range of tools, frameworks and resources available globally to inform action on rural health system capacity building.
Materials and methods
A mapping review was conducted because it was considered the most appropriate method for seeking out and categorising existing literature from which to commission further reviews and/or primary research [10]. Three steps were followed to identify and categorise tools, which were denoted as defined in Box 1. These aimed to encompass all components of the WHO health system building blocks [4].
Step 1: collecting material
The search strategy was developed iteratively by two experienced rural health researchers with a background in this area and informed through further discussion of the wider research team. The search encompassed four concepts and various search terms, inclusive of rural health tool and system components (Table 1). The researchers further refined the sensitivity of the search after observing the varying interpretation and use of terms to define rural community resources. They used several peer reviewed published tools, frameworks or resources that they knew of, such as the Community Apgar to test that concepts 3 and 4 were effective in capturing relevant material. This occurred over a two-month period.
Six databases were searched, based on scope and relevance of literature content: Medline, Social Science Citation Index, CINAHL, ERIC, Rural and Remote Health, Informit Health Collection, and the Cochrane Database of Systematic reviews. All countries were included. Only articles from peer-reviewed journals and theses held in library databases were searched, thus excluding grey literature and non-published material. The reason for this was to concentrate on tools which had undergone peer review, as a form of quality control. The extent of the search was limited to March 2005–March 2020 because most tools of relevance were predicted to have emerged over this timeframe.
Step 2: selecting material
Table 2 outlines the complete list of inclusion and exclusion criteria applied to the mapping review. In the process of screening, minor changes were made to definitions and criteria to improve the clarity and consistency for judging material that could be considered ‘tools’ and which were relevant to health systems building blocks and health systems thinking. It was also critical to refine the definition of rural-based tools. It was decided to include results for rural, regional or underserved locations as long as ‘underserviced’ was defined according to geographic locations and it was consistent with the context of rural places. Where there was disagreement, discussion by the research team was undertaken until a clear basis for inclusion or exclusion was determined. This occurred through regular online meetings of the researchers over a 6-month period.
The initial sorting of peer reviewed literature was done by the researchers identifying title and abstracts of relevance. It was necessary to read full text to determine the inclusion of many articles because it was not clear from title/abstract screening that they met the selection criteria. As such, a precautionary approach was used initially in the first level of screening. A second stage of initial screening was applied by the lead author, with regular monitoring by other lead researchers, ensuring consistent application of definitions and criteria. The third stage of screening, led by the main author, involved reviewing the full text articles, aggregating multiple articles on the same tool and removing duplicates. Figure 1 (Prisma diagram) summarises the number of identified and excluded articles at each screening stage.
Step 3: analysing material
The short-listed literature was mapped out across categories to identify the spread of material and any gaps. The first step was to map the material according to WHO regions and LMIC/HIC and then based on the rural health system building blocks. Next, the data were extracted by year, country of origin, context (stakeholder type, type of service, health worker, rural or remote context, hospital or community), potential users and intended use (proposed function). The scope of extraction was determined based on what information would inform the use of the tools by different audiences. Finally, the methods used to develop the tool were then extracted to allow for a broad quality appraisal of each tool’s development, including whether it had been field tested, validated and/or evaluated.
Results
The initial literature search generated 9076 articles (Fig. 1). After reviewing the titles, 1034 articles were identified as relevant and abstracts were reviewed. Of these, 14 duplicates were removed, 529 articles were deemed not relevant, and 29 articles could not be found, leaving 462 articles for full text screening. After reading the full texts, 313 articles were excluded because they did not meet the inclusion criteria, leaving 149 included in the review. From 149 articles, there were 144 tools (some tools were reported more than once in different research studies).
Study settings
Based on the WHO regions, the majority of the tools were identified in the Americas region (n = 63, 43%), followed by Africa (n = 39, 26%) and Western Pacific (n = 34, 23%) (Table 3). Nearly all of the identified tools were from either High- (n = 85, 59%) or Middle-income countries (n = 43, 29%), with less from Low-income countries (n = 17, 12%) (Table 3). Tools from Americas and Western Pacific regions were predominantly from HIC (88% and 89%, respectively). The majority of the studies used the term ‘rural’ (120 tools, 83%) to describe their study location and the remainder used substitute terms like ‘remote’, ‘regional’ or ‘underserviced’.
Health system blocks
Most (n = 106, 74%) tools concerned one health system block only, whereas 38 (26%) related to more than one health system block (‘combined’). Most single block tools related to the service building block (approaches to continuity of care, service integration, models of care) (n = 57, 39%), or workforce (training, quality improvement for performance, recruitment and retention) (n = 33, 23%) (Table 4). When combined tools were covered, this increased to 90 (63%) and 40 tools (28%), respectively for these health system blocks. There were no single block tools concerning infrastructure or financing and few related to this when combined tools were considered. The trends are similar both in HICs and LMICs, in terms of the proportion of tools developed in each health system block (Additional files 1, 2).
Services
Tools related to strengthening rural health services (n = 90, 62%) were mostly designed for a specific disease (n = 38, 43%), the majority being non-communicable/degenerative diseases such as heart failure [17,18,19], hypertension [20, 21], stroke [22], cancer [23,24,25], kidney disease [26], diabetes [27,28,29,30], and mental health issues [31,32,33,34,35,36,37,38]. Few tools related to communicable/infectious diseases, such as HIV/AIDS [39,40,41,42,43] and malaria [44, 45]. Other tools were targeted to varied life-stages; maternal and neonatal [46,47,48,49,50,51,52,53], children [54,55,56], youth [57], adults and elder people health [58,59,60,61,62,63]. Few tools concerned food and nutrition [64,65,66], gender equality [67], oral health [68], sexual health [69] and palliative care [70,71,72].
Workforce
Of the 40 (28%) tools concerning workforce, most commonly these were related to doctors (n = 12, 30%), followed by nurses (n = 10, 25%) (Table 5). The rest of the tools were developed for a variety of health professionals, medical students, community health workers and for community members (layperson).
The majority of tools in the workforce block were developed for promoting health professionals’ education and increasing their competencies [52, 75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95]. Some tools related to delivering training, such as virtual Information Communication Technology (ICT) training for doctors [75], training on point-of-care ultrasound (POCUS) for non-physician health providers [76], Physician Management and Leadership Program (PMLP) [77] and the ALL BABIES COUNT (ABC) initiative [52]. Other tools provided curriculum and competency frameworks for rural healthcare workers [78,79,80]. One tool also related to culturally relevant online learning for rural workers [87]. Other tools aimed to inform training of community members to provide basic health care [96] and to help community healthcare workers to communicate with maternal care clients during home visits [88].
Others related to increasing the capacity of rural educational placements, including a tool informing a collaborative model of clinical education [92], developed rural hospital and education providers. TeleOSCE was developed for assessing the clinical skills of medical students in rural rotation [93], and another framework was applied for preceptor evaluation to evaluate student performance in rural setting [94]. One tool further related to increasing competencies of social worker students on Rural Child Welfare [95]. Other tools included those targeting supervision capacity for allied health professionals [97], non-physician clinicians and medical doctors [73], and nurses [98].
Professional support tools were also noted. These included those for doctors through Virtual Communities of Practice (VCoP), an online community to support knowledge sharing in the general practice training community [14, 15]. There is also a tool for a multi-faceted view of actions needed to support auxiliary nurses’ performance [99], support paramedic in the community (COPE—Community support, Organisational support, Professional Support, Education and Training multidisciplinary practice) [100], support for rural private therapists [101], and support staff occupational safety and wellness [102].
In terms of attracting and retaining health workers one framework aimed to understand personal factors that contribute to the potential for living in rural areas [103], another preliminary framework informed action related to physician retention [104]. There was a tool about a mentorship program to support nurses transition to rural communities [105], a tool related to choice experiment (CE) attributes [74], and a framework for locally relevant training to increase retention [91]. The nursing community APGAR questionnaire was developed [11] and tested [12] to measure factors that affect rural nurse recruitment and retention.
Information
There were 26 tools that aimed to improve rural health system information (electronic record keeping, data systems and information gathering), most of which involved health records enhancement. The development of information systems in rural areas included a tool concerning the use of cloud-based health information centres or databases that provided access to healthcare services remotely [72, 106, 107]. One tool was developed specifically to help improve medication administration, in order to reduce errors [108, 109]. Clinical decision support tools were also identified which aimed to guide action to improve patient outcomes in rural healthcare [51, 63, 110]. Two tools related to informing the use of mobile/phone applications; one tool related to using a WhatsApp group to support communication and distributed information in rural health work [111] and the other one was The SPIRIT app mobile system, designed to support the effective delivery of Collaborative Care for people with Posttraumatic Stress Disorder and bipolar disorder [36].
Leadership and governance
There were 24 tools designed for leadership and governance (decentralisation, community participation, workforce licensure, accreditation and registration) of rural health system development. In rural settings, community was considered to be an essential source of support to improve health system, that the identified tools had a variety of aims including increasing community participation [112], community-initiated health service partnership [113], community-based referral system [114], community mobilisation [53, 115], measuring community participation [116], and a sustainable community transport system [117]. Some tools were developed to strengthen partnerships/collaborations building between academic institutions and the community through Strong Rural Communities Initiative (SRCI) [118], between international and three community partners in Guatemala [119], and as part of a multi-institution partnership model [23].
Infrastructure
There was only one tool identified in this review that related to improved infrastructure in rural health systems (supply of materials and equipment, system architecture for integrated delivery of interventions). This tool was developed to create a community driven sustainable transportation system to support referral and health access for maternal health care services in rural Ghana [117]. This tool not only aimed to inform improvements of infrastructure (transportation), but also to inform increased community participation (leadership and governance block). This tool conceptualized two components of transportation systems, which were the source of funding for transport, and the management of transport operation. Hence, this tool also related to financing of the health system.
Financing
There were two tools that related to financing block (remuneration, insurance, incentives) of rural health system. The first tool was called the Patient Classification System (PCS), which helped nurse managers to monitor cost and improve patient care [120]. This tool helped nurses to indicate the most suitable patient care resources in rural settings. The second tool related to financing a sustainable community transport system for rural health access, as described above [117].
Quality of the tools
The majority of the tools (n = 87, 61%) included in this review had been field-tested and evaluated, whilst many (n = 38, 26%) had been developed without any identified field-testing (Fig. 2). Few tools incorporated specific validity and reliability testing (5%).
Discussion
This mapping review identified a range of useful tools that may be relevant to support action on rural health system strengthening across the world. Increasing awareness and access to these tools in various countries and rural and remote contexts, could significantly enhance coordinated planning for adaptable rural health system developments to meet current and emerging needs. The findings also showed where there are gaps in the numbers of tools developed across different regions in HICs and LMICs as well as gaps in the number and variety of tools developed for each block of the health systems. This is important for being able to showcase gaps that need to be addressed to support rural health system development across the spectrum of health system building blocks for more comprehensive effects. Further, many tools are specific to particular service types, or types of health workers which may limit their generalisability. This is particularly true where countries use different cadres and types of health workers, health care teams and volunteers in their rural health systems. It would be helpful if more tools encompassed a wider range of health workers or a team-based approach in the development phase, rather than relying on adapting a tool that was developed for one type of health worker to meet the needs of another after the production phase.
This review showed that the majority of the tools were developed, tested and applied in HIC. This may not be surprising, because funding for tool development research might be more available in HICs. In addition to funding, HICs have more resources, access to technical equipment, technology-literate staff and better funded infrastructure. The gaps in the availability of tools in LMIC suggests that collaboration in research is important and the WHO and other agencies should encourage more global networks to work together when developing tools for rural health system strengthening. This review identified many tools related to technology which aimed to improve rural service, workforce and information blocks. These included telehealth [22, 25, 43, 46, 89, 93], development of health-related website [24, 28, 63, 121] and developing electronic health records [17, 107, 108]. There are some factors that might influence the readiness of rural health systems to implement and apply telehealth successfully, including managing resistance to change, and the efficiency of the technology introduced [122]. While technology has been a substantial focus of improving rural health systems, there should be consideration as to effective it can be where there is limited available of local health workers, resources or skills, to wrap around such solutions. Gaps of the number of tools in LMICs and HICs was also seen in workforce block, with more tools identified that were developed and applied in this area within HIC compared to LMIC (25 vs. 16). It is critical to address this gap given the prominence of workforce shortages globally, but being most extreme in the LMIC context. It is possible that LMICs have access to tools that have not been published in peer-reviewed journals due to time and resources pressures, and one option is to increase partnerships between global partners to assist with publication processes.
A primary finding identified in this review is that there were imbalances in the number of tools that had been developed in each health system block. The majority of tools were developed for only one of the service and workforce blocks, whilst notably there were few tools relating to either infrastructure or financing. This suggests there is likely to be uneven approaches to rural health system strengthening and if not comprehensive, then health system strengthening will not be effective. Although the shortage of healthcare providers is the most common challenges in rural areas, the whole rural health system relies on all of the system blocks supporting each other and reinforcing resilience and adaptability. Thus, it is important to fill the gaps in some of the health system building blocks and make the suite of tools and resources more readily available to users, perhaps by creating a catalogue. This review suggests that there is an urgent need to also increase the number of studies that develop and validate tools in the other health system blocks, particularly those that include information, leadership and governance, financing and infrastructure.
In addition, this review also found that the majority of the tools have been implemented and evaluated at the time of the review was conducted, with around 26% of the developed tools having no evidence of further testing and evaluation. This suggests that many more require ongoing validation before they can be applied. Further, it is important that existing tools undergo field-testing in a range of contexts, not limited to one country, because of the variability of rural settings and conditions which could impact suitability of any one tool for rural health system strengthening.
Limitations
By necessity, this review was constrained to a fixed time period but it is acknowledged that new tools are regularly emerging or replacing older ones. Furthermore, it is acknowledged that many relevant tools may exist but are not published in peer-review journals, thus out of scope for this review. While focusing on peer reviewed evidence aimed to obtain high quality articles for the review, the exclusion of grey literature might result in a narrower scope of materials, and thereby a less comprehensive view of the available evidence [123]. There was a possibility that by excluding grey literature, the researchers might have missed relevant material. No data were collected of the popularity or breadth of application of the various tools; thus, no judgement was made of their usefulness or impact. Whilst the quality of each tool’s development is included, this was not linked to subsequent applications or validation of the tool in other studies. Great care was given to the clarity of definitions relating to both what constitutes a tool (frameworks, tools and resources) and how such a tool relates to the health system; however, it is acknowledged this review may have some gaps relating to subjective decisions being applied.
Conclusions
This mapping review of published tools that build rural health systems provides important evidence on the breadth of tools available globally, the regional context of their development and the gaps identified across the WHO health system building blocks. The findings suggest that as most tools were developed and applied in HIC, it is important to consider factors that influence (both positively and negatively) their utility when applying the tools in LMIC settings. Most tools identified in this review were developed for services and workforce, with tools for information and leadership and governance development also well represented. Very few were identified for developing infrastructure or financing. This suggests that there is strong need to develop tools related to these underrepresented system blocks, given their potential to impact on the other system blocks and overall strengthening of rural health systems. With rural communities being different in characteristics, applying one tool that has been developed, tested and applied in other rural settings will likely require consideration of the local context. Hence, prior to application, tools may need re-testing and re-development in accordance with local needs.
Availability of data and materials
Not applicable.
Abbreviations
- HIC:
-
High income countries
- LMIC:
-
Low- and middle-income countries
References
Adongo P, Phillips J, Aikins M, Arhin D, Schmitt M, Nwameme AU, et al. Does the design and implementation of proven innovations for delivering basic primary health care services in rural communities fit the urban setting: the case of Ghana’s Community-based Health Planning and Services (CHPS). Health Res Policy Syst. 2014;12:16.
Allan J, Ball P, Alston M. ‘You have to face your mistakes in the street’: the contextual keys that shape health service access and health workers’ experiences in rural areas. Rural Remote Health. 2008;8:835.
International Labour Office. Global evidence on inequities in rural health protection: New data on rural deficits in health coverage for 174 countries. In: ESS Document No. 47. Editor: Xenia Scheil-Adlung. Geneva, Switzerland. 2015.
WHO. Systems Thinking for Health Systems Strengthening. France: ProQuest Ebook Central; 2009.
WHO. Increasing access to health workers in remote and rural areas through improved retention: global policy recommendations. France: WHO Press; 2010.
WHO. Retention of the health workforce in rural and remote areas: a systematic review. Human Resources for Health Observer Series No 25. 2020:1–37.
WHO. Institutional repository for information sharing 2022. Available from: https://apps.who.int/iris/discover?field=subject&filtertype_0=author&filter_relational_operator_0=equals&filter_0=World+Health+Organization&filtertype=subject&filter_relational_operator=equals&filter=Rural+Health.
National Rural Health Commissioners Office. National Rural Generalist Taskforce advice on the development of the National Rural Generalist Pathway Canberra. In: Australian Government Department of Health, editor. 2018. p. 1–59.
O’Sullivan B, Chater B, Bingham A, Wynn-Jones J, Couper I, Hegazy NN, et al. A checklist for implementing rural pathways to train, develop and support health workers in low and middle-income countries. Front Med. 2020;7:1–14.
Grant M, Booth A. A typology of reviews: an analysis of 14 review types and associated methodologies. Health Informat Libraries J. 2009;26:91–108.
Prengaman MP, Bigbee JL, Baker E, Schmitz DF. Development of the Nursing Community Apgar Questionnaire (NCAQ): a rural nurse recruitment and retention tool. Rural Remote Health. 2014;14:2633.
Prengaman M, Terry DR, Schmitz D, Baker E. The Nursing Community Apgar Questionnaire in rural Australia: an evidence based approach to recruiting and retaining nurses. Online J Rural Nurs Health Care. 2017;17(2):148–71.
Coleman A. A virtual community of practice framework to support doctors’ practices in National Health Insurance (NHI) in South Africa. Stud Ethno-Med. 2012;6(3):155–60.
Barnett S, Jones SC, Bennett S, Iverson D, Bonney A. Usefulness of a virtual community of practice and Web 2.0 tools for general practice training: experiences and expectations of general practitioner registrars and supervisors. Aust J Prim Health. 2013;19(4):292–6.
Barnett S, Jones SC, Caton T, Iverson D, Bennett S, Robinson L. Implementing a virtual community of practice for family physician training: a mixed-methods case study. J Med Internet Res. 2014;16(3): e83.
Hyett N, Kenny A, Dickson-Swift V. Re-imagining occupational therapy clients as communities: presenting the community-centred practice framework. Scand J Occup Ther. 2019;26(4):246–60.
Baron KP. Incorporating personal health records into the disease management of rural heart failure patients 2012.
Ansinelli DJ. The effectiveness of a structured telephone support program for rural patients with heart failure. West Virginia University; 2013.
Hogan RM. Re-engineered discharge planning in a rural Mississippi hospital to reduce 30 day readmission rates among heart failure patients. University of Southern Mississippi; 2014.
Blank E, Tuikong N, Misoi L, Kamano J, Hutchinson C, Kimaiyo S, et al. Usability of implementing a tablet-based decision support and integrated record—keeping (DESIRE) tool in the nurse management of hypertension in Rural Kenya. Stud Health Technol Inform. 2013;192:1002.
Calano BJD, Cacal MJB, Cal CB, Calletor KP, Guce FICC, Bongar MVV, et al. Effectiveness of a community-based health programme on the blood pressure control, adherence and knowledge of adults with hypertension: a PRECEDE-PROCEED model approach. J Clin Nurs. 2019;28(9/10):1879–88.
Adcock AK, Choi J, Alvi M, Murray A, Seachrist E, Smith M, et al. Expanding acute stroke care in rural America: a model for statewide success. Telemed J E Health. 2019;09:09.
Goodman M, Almon L, Bayakly R, Butler S, Crosby C, DiIorio C, et al. Cancer outcomes research in a rural area: a multi-institution partnership model. J Community Health. 2009;34(1):23–32.
Fennell KM, Turnbull DA, Bidargaddi N, McWha JL, Davies M, Olver I. The consumer-driven development and acceptability testing of a website designed to connect rural cancer patients and their families, carers and health professionals with appropriate information and psychosocial support. Eur J Cancer Care (Engl). 2017;26(5).
Sabesan S, Senko C, Schmidt A, Joshi A, Pandey R, Ryan CA, et al. Enhancing chemotherapy capabilities in rural hospitals: implementation of a telechemotherapy model (QReCS) in North Queensland, Australia. J Oncol Pract. 2018;14(7):e429–37.
Riley MV, Vess J, Dumas BP. Home therapy to reduce office visits for patients with chronic kidney disease and anemia. Nephrol Nurs J. 2017;44(1):29–34.
Brooks GL. Improving the management of patients with type-2 diabetes in a rural clinic. University of Arizona; 2011.
Connelly J, Kirk A, Masthoff J, MacRury S. A website to promote physical activity in people with type 2 diabetes living in remote or rural locations: feasibility pilot randomized controlled trial. JMIR Diabetes. 2017;2(2): e26.
Flood D, Douglas K, Goldberg V, Martinez B, Garcia P, Arbour M, et al. A quality improvement project using statistical process control methods for type 2 diabetes control in a resource-limited setting. Int J Qual Health Care. 2017;29(4):593–601.
Cherrington A, Martin MY, Hayes M, Halanych JH, Wright MA, Appel SJ, et al. Intervention mapping as a guide for the development of a diabetes peer support intervention in rural Alabama. Prev Chronic Dis. 2012;9:E36.
Fekadu A, Hanlon C, Medhin G, Alem A, Selamu M, Giorgis TW, et al. Development of a scalable mental healthcare plan for a rural district in Ethiopia. Br J Psychiatry. 2016;208(Suppl 56):s4-12.
Fekadu A, Medhin G, Lund C, DeSilva M, Selamu M, Alem A, et al. The psychosis treatment gap and its consequences in rural Ethiopia. BMC Psychiatry. 2019;19(1):325.
Fortney JC, Pyne JM, Edlund MJ, Robinson DE, Mittal D, Henderson KL. Design and implementation of the telemedicine-enhanced antidepressant management study. Gen Hosp Psychiatry. 2006;28(1):18–26.
Fragar L, Kelly B, Peters M, Henderson A, Tonna A. Partnerships to promote mental health of NSW farmers: the new south wales farmers blueprint for mental health. Aust J Rural Health. 2008;16(3):170–5.
Hinton R, Kavanagh DJ, Barclay L, Chenhall R, Nagel T. Developing a best practice pathway to support improvements in Indigenous Australians’ mental health and well-being: a qualitative study. BMJ Open. 2015;5(8): e007938.
Bauer AM, Hodsdon S, Bechtel JM, Fortney JC. Applying the principles for digital development: case study of a smartphone app to support collaborative care for rural patients with posttraumatic stress disorder or bipolar disorder. J Med Internet Res. 2018;20(6): e10048.
Bedard TE, Nadin S, Zufelt C, Cheng C. Implementation and evaluation of a quality improvement project: carepaths for Early Psychosis Intervention Programmes in Northeastern Ontario. Early Interv Psychiatry. 2016;10(6):547–53.
Gerolamo A, Kim J, Brown J, Schuster J, Kogan J, Gerolamo AM, et al. Implementation of a reverse colocation model: lessons from two community behavioral health agencies in rural Pennsylvania. J Behav Health Serv Res. 2016;43(3):443–58.
Campbell J, Aturinda I, Mwesigwa E, Burns B, Santorino D, Haberer J, et al. The technology acceptance model for resource-limited settings (TAM-RLS): a novel framework for mobile health interventions targeted to low-literacy end-users in resource-limited settings. Aids Behav. 2017;21(11):3129–40.
Downing J. The conception of the Nankya model of palliative care development in Africa. Int J Palliat Nurs. 2008;14(9):459–64.
Fujita M, Poudel KC, Do TN, Bui DD, Nguyen VK, Green K, et al. A new analytical framework of “continuum of prevention and care” to maximize HIV case detection and retention in care in Vietnam. BMC Health Serv Res. 2012;12:483.
Mkwanazi NB, Rochat TJ, Bland RM. The Amagugu intervention: a qualitative investigation into maternal experiences and perspectives of a maternal HIV disclosure support intervention in rural South Africa. Health Policy Plan. 2017;32(9):1231–40.
Ohl M, Dillon D, Moeckli J, Ono S, Waterbury N, Sissel J, et al. Mixed-methods evaluation of a telehealth collaborative care program for persons with HIV infection in a rural setting. J Gen Intern Med. 2013;28(9):1165–73.
Hetzel MW, Iteba N, Makemba A, Mshana C, Lengeler C, Obrist B, et al. Understanding and improving access to prompt and effective malaria treatment and care in rural Tanzania: the ACCESS Programme. Malar J. 2007;6:83.
Mohammed A, Acheampong PR, Otupiri E, Osei FA, Larson-Reindorf R, Owusu-Dabo E. Mobile phone short message service (SMS) as a malaria control tool: a quasi-experimental study. BMC Public Health. 2019;19(1):1193.
Ens CD, Hanlon-Dearman A, Millar MC, Longstaffe S. Using telehealth for assessment of fetal alcohol spectrum disorder: the experience of two Canadian rural and remote communities. Telemed J E Health. 2010;16(8):872–7.
Isler J, Sawadogo NH, Harling G, Barnighausen T, Adam M, Kagone M, et al. Iterative adaptation of a maternal nutrition videos mHealth intervention across countries using human-centered design: qualitative study. JMIR Mhealth Uhealth. 2019;7(11): e13604.
Matin SB, Wallingford A, Xu S, Ng N, Ho A, Vanosdoll M, et al. Feasibility of a mobile health tool for mothers to identify neonatal illness in rural Uganda: acceptability study. JMIR Mhealth Uhealth. 2020;8(2): e16426.
Mocumbi S, McKee K, Munguambe K, Chiau R, Hogberg U, Hanson C, et al. Ready to deliver maternal and newborn care? Health providers’ perceptions of their work context in rural Mozambique. Glob Health Action. 2018;11(1):1532631.
Modi D, Gopalan R, Shah S, Venkatraman S, Desai G, Desai S, et al. Development and formative evaluation of an innovative mHealth intervention for improving coverage of community-based maternal, newborn and child health services in rural areas of India. Glob Health Action. 2015;8:26769.
Hearns G, Klein MC, Trousdale W, Ulrich C, Butcher D, Miewald C, et al. Development of a support tool for complex decision-making in the provision of rural maternity care. Healthc Policy. 2010;5(3):82–96.
Biziyaremye F, Nahimana E, Mutaganzwa C, Tugizimana D, Werdenberg J, Magge H, et al. Successful implementation of a combined learning collaborative and mentoring intervention to improve neonatal quality of care in rural Rwanda. BMC Health Serv Res. 2018;18(1):941.
Hounton S, Byass P, Brahima B. Towards reduction of maternal and perinatal mortality in rural Burkina Faso: communities are not empty vessels. Glob Health Action. 2009;2(1):1–9.
de la Torre A. Benevolent paradox: integrating community-based empowerment and transdisciplinary research approaches into traditional frameworks to increase funding and long-term sustainability of Chicano-community research programs. USA: SAGE Publications; 2014.
Mohammed A, Acheampong PR, Otupiri E, Owusu-Dabo E. Symptom monitoring of childhood illnesses and referrals: a pilot study on the feasibility of a mobile phone-based system as a disease surveillance tool in a rural health district of Ghana. Health Inform J. 2019:1460458219879329.
Fialkowski M, DeBaryshe B, Bersamin A, Nigg C, Leon Guerrero R, Rojas G, et al. A community engagement process identifies environmental priorities to prevent early childhood obesity: the children’s healthy living (CHL) program for remote underserved populations in the US Affiliated Pacific Islands, Hawaii and Alaska. Matern Child Health J. 2014;18(10):2261–74.
Knight A, Havard A, Shakeshaft A, Maple M, Snijder M, Shakeshaft B. The feasibility of embedding data collection into the routine service delivery of a multi-component program for high-risk young people. Int J Environ Res Public Health. 2017;14(2):20.
Morgan D, Kosteniuk J, Seitz D, O’Connell ME, Kirk A, Stewart NJ, et al. A five-step approach for developing and implementing a Rural Primary Health Care Model for Dementia: a community-academic partnership. Prim Health Care Res Dev. 2019;20:11.
McCreight MS, Gilmartin HM, Leonard CA, Mayberry AL, Kelley LR, Lippmann BK, et al. Practical use of process mapping to guide implementation of a care coordination program for rural veterans. J Gen Intern Med. 2019;34:67–74.
Pereira de Llano PM, Lange C, Pires Nunes D, Pastore CA, Pinto AH, Pilotto CL. Frailty in rural older adults: development of a care algorithm. Acta Paul Enfermagem. 2017;30(5):520–30.
Rebello KE, Gosian J, Salow M, Sweeney P, Rudolph JL, Driver JA. The rural PILL program: a postdischarge telepharmacy intervention for rural veterans. J Rural Health. 2017;33(3):332–9.
Clancy A. Practice model for a dementia outreach service in rural Australia. Aust J Rural Health. 2015;23(2):87–94.
Hoffman AS, Bateman DR, Ganoe C, Punjasthitkul S, Das AK, Hoffman DB, et al. Development and field testing of a long-term care decision aid website for older adults: engaging patients and caregivers in user-centered design. Gerontologist. 2019;27:27.
Beck K, Mukantaganda A, Bayitondere S, Ndikuriyo R, Dushimirimana A, Bihibindi V, et al. Experience: developing an inpatient malnutrition checklist for children 6 to 59 months to improve WHO protocol adherence and facilitate quality improvement in a low-resource setting. Glob Health Action. 2018;11(1):1503785.
Daivadanam M, Ravindran TKS, Thankappan KR, Sarma PS, Wahlstrom R. Development of a tool to stage households’ readiness to change dietary behaviours in Kerala, India. PLoS ONE. 2016;11(11):13.
Brimblecombe J, van den Boogaard C, Wood B, Liberato SC, Brown J, Barnes A, et al. Development of the good food planning tool: a food system approach to food security in indigenous Australian remote communities. Health Place. 2015;34:54–62.
Birks L, Powell C, Hatfield J. Adapting the capacities and vulnerabilities approach: a gender analysis tool. Health Promot Internation. 2017;32(6):930–41.
Tabatabaei-Moghaddam H, Sano Y, Mammen S. A case study in creating oral health messages for rural low-income families: a comparison to the cultural appropriateness framework. Health Promot Pract. 2014;15(5):646–53.
Heslop CW, Burns S, Lobo R, McConigley R. Developing a framework for community-based sexual health interventions for youth in the rural setting: protocol for a participatory action research study. BMJ Open. 2017;7(5): e013368.
Kelley ML. Developing rural communities’ capacity for palliative care: a conceptual model. J Palliat Care. 2007;23(3):143–53.
Kelley ML, Williams A, DeMiglio L, Mettam H. Developing rural palliative care: validating a conceptual model. Rural Remote Health. 2011;11(2):1717.
Bonsignore L, Bloom N, Steinhauser K, Nichols R, Allen T, Twaddle M, et al. Evaluating the feasibility and acceptability of a telehealth program in a rural palliative care population: tapcloud for palliative care. J Pain Symptom Manage. 2018;56(1):7–14.
Gajewski J, Monzer N, Pittalis C, Bijlmakers L, Cheelo M, Kachimba J, et al. Supervision as a tool for building surgical capacity of district hospitals: the case of Zambia. Hum Resour Health. 2020;18(1):25.
Honda A, Krucien N, Ryan M, Diouf ISN, Salla M, Nagai M, et al. For more than money: willingness of health professionals to stay in remote Senegal. Human Resour Health. 2019;17(1).
Coleman A. Using a virtual ICT training framework to support doctors in rural hospitals in South Africa. Stud Ethno-Med. 2013;7(3):137–41.
Sabatino V, Caramia MR, Curatola A, Vassallo F, Deidda A, Cinicola B, et al. Point-of-care ultrasound (POCUS) in a remote area of Sierra Leone: impact on patient management and training program for community health officers. J. 2020;09:09.
Maddalena V, Fleet L. Developing a physician management & leadership program (PMLP) in newfoundland and labrador. Leadersh Health Serv (Bradf Engl). 2015;28(1):35–42.
Lin IB, Beattie N, Spitz S, Ellis A. Developing competencies for remote and rural senior allied health professionals in Western Australia. Rural Remote Health. 2009;9(2):1115.
Gouveia EA, Braga TD, Heraclio SA, Pessoa BH. Validating competencies for an undergraduate training program in rural medicine using the Delphi technique. Rural Remote Health. 2016;16(4):3851.
Tetui M, Hurtig AK, Ekirpa-Kiracho E, Kiwanuka SN, Coe AB. Building a competent health manager at district level: a grounded theory study from Eastern Uganda. BMC Health Serv Res. 2016;16(1):665.
Stanley L, Min TH, Than HH, Stolbrink M, McGregor K, Chu C, et al. A tool to improve competence in the management of emergency patients by rural clinic health workers: a pilot assessment on the Thai–Myanmar border. Confl Health. 2015;9:11.
Brown JB, Morrison T, Bryant M, Kassell L, Nestel D. A framework for developing rural academic general practices: a qualitative case study in rural Victoria. Rural Remote Health. 2015;15(2):3072.
Mehrotra K, Chand P, Bandawar M, Rao Sagi M, Kaur S, et al. Effectiveness of NIMHANS ECHO blended tele-mentoring model on Integrated Mental Health and Addiction for counsellors in rural and underserved districts of Chhattisgarh, India. Asian J Psychiatr. 2018;36:123–7.
Foster AA, Makukula MK, Moore C, Chizuni NL, Goma F, Myles A, et al. Strengthening and institutionalizing the leadership and management role of frontline nurses to advance universal health coverage in Zambia. Global. 2018;6(4):736–46.
Nankervis K, Kenny A, Bish M. Enhancing scope of practice for the second level nurse: a change process to meet growing demand for rural health services. Contemporary Nurse J Aust Nurs Profess. 2008;29(2):159–73.
Fox A, Beyers J. Planning a graduate programme in public health nutrition for experienced nutrition professionals. Public Health Nutr. 2011;14(8):1479–88.
Cueva K, Cueva M, Revels L, Lanier AP, Dignan M, Viswanath K, et al. A framework for culturally relevant online learning: lessons from Alaska’s Tribal Health Workers. J Cancer Educ. 2019;34(4):647–53.
Laurenzi CA, Gordon S, Skeen S, Coetzee BJ, Bishop J, Chademana E, et al. The home visit communication skills inventory: piloting a tool to measure community health worker fidelity to training in rural South Africa. Res Nurs Health. 2020;43(1):122–33.
Ray KN, Demirci JR, Bogen DL, Mehrotra A, Miller E. Optimizing telehealth strategies for subspecialty care: recommendations from rural pediatricians. Telemed J E Health. 2015;21(8):622–9.
Bontempo T, Westmacott L, Paterson J, Paterson M. The development of a resource guide on post traumatic stress disorder for rural health care workers. Asia Pacific Disabil Rehabil J. 2008;19(2):34–49.
Prashad AJ, Cameron BH, McConnell M, Rambaran M, Grierson LEM. An examination of Eyal & Hurst’s (2008) framework for promoting retention in resource-poor settings through locally-relevant training: a case study for the University of Guyana Surgical Training Program. Can Med Educ J. 2017;8(2):e25–36.
Barnett T, Cross M, Shahwan-Akl L, Jacob E. The evaluation of a successful collaborative education model to expand student clinical placements. Nurse Educ Pract. 2010;10(1):17–21.
Palmer RT, Biagioli FE, Mujcic J, Schneider BN, Spires L, Dodson LG. The feasibility and acceptability of administering a telemedicine objective structured clinical exam as a solution for providing equivalent education to remote and rural learners. Rural Remote Health. 2015;15(4):3399.
Yonge O, Myrick F, Ferguson L. The process of developing a framework to guide rural nurse preceptors in the evaluation of student performance. Nurse Educ Pract. 2011;11(2):76–80.
Riebschleger J, Norris D, Pierce B, Pond DL, Cummings C. Preparing social work students for rural child welfare practice: emerging curriculum competencies. J Soc Work Educ. 2015;51:S209–24.
Khan A, Sebok-Syer SS, Linstadt H, Storm M, Modan N, Bosco MK, et al. An electronic-based curriculum to train acute care providers in rural Haiti and India. J Grad Med Educ. 2019;11(4 Suppl):152–7.
Ducat W, Martin P, Kumar S, Burge V, Abernathy L. Oceans apart, yet connected: Findings from a qualitative study on professional supervision in rural and remote allied health services. Aust J Rural Health. 2016;24(1):29–35.
Magge H, Anatole M, Cyamatare FR, Mezzacappa C, Nkikabahizi F, Niyonzima S, et al. Mentoring and quality improvement strengthen integrated management of childhood illness implementation in rural Rwanda. Arch Dis Child. 2015;100(6):565–70.
Hernandez AR, Hurtig AK, Dahlblom K, San SM. Integrating views on support for mid-level health worker performance: a concept mapping study with regional health system actors in rural Guatemala. Intern. 2015;14:91.
Mulholland P, O’Meara P, Walker J, Stirling C, Tourle V. Multidisciplinary practice in action: the rural paramedic—it’s not only lights and sirens. J Emerg Prim Health Care. 2009;7(2):11.
Dew A, Barton R, Ragen J, Bulkeley K, Iljadica A, Chedid R, et al. The development of a framework for high-quality, sustainable and accessible rural private therapy under the Australian National Disability Insurance Scheme. Disabil Rehabil. 2016;38(25):2491–503.
Petrie E. Action research informing the development of a conceptual model of care and service delivery to populations of interest in rural and remote communities. Australas. 2011;19:S102–5.
Raghavan M, Martin BD, Roberts D, Aoki F, MacKalski BA, Sandham JD. Increasing the enrolment of rural applicants to the faculty of medicine and addressing diversity by using a priority matrix approach to assign values to rural attributes. Rural Remote Health. 2011;11(2):1646.
Cameron PJ, Este DC, Worthington CA. Professional, personal and community: 3 domains of physician retention in rural communities. Can J Rural Med. 2012;17(2):47–55.
Rohatinsky NK, Jahner S. Supporting nurses’ transition to rural healthcare environments through mentorship. Rural Remote Health. 2016;16(1):3637.
Idoga PE, Toycan M, Nadiri H, Celebi E. Factors affecting the successful adoption of e-health cloud based health system from healthcare consumers’ perspective. IEEE Access. 2018;6:71216–28.
Rieke JL, Safratowich M, Markland MJ. Discover health services near you! the North Dakota story: part I. J Consumer Health Internet. 2009;13(2):143–55.
Huang Y-H. Evolution of medication administration workflow in implementing electronic health record system. 2013.
Huang Y-H, Gramopadhye AK. Systematic engineering tools for describing and improving medication administration processes at rural healthcare facilities. Appl Ergon. 2014;45(6):1712–24.
Brokel JM, Schwichtenberg TJ, Wakefield DS, Ward MM, Shaw MG, Kramer JM. Evaluating clinical decision support rules as an intervention in clinical workflows with technology. Comput Inform Nurs. 2011;29(1):36–42.
Pimmer C, Mhango S, Mzumara A, Mbvundula F. Mobile instant messaging for rural community health workers: a case from Malawi. Glob Health Action. 2017;10(1):1368236.
Carlisle K, Farmer J, Taylor J, Larkins S, Evans R. Evaluating community participation: a comparison of participatory approaches in the planning and implementation of new primary health-care services in northern Australia. Int J Health Plan Manag. 2018;33(3):704–22.
Reeve C, Humphreys J, Wakerman J, Carroll V, Carter M, O’Brien T, et al. Community participation in health service reform: the development of an innovative remote Aboriginal primary health-care service. Aust J Prim Health. 2015;21(4):409–16.
Give C, Ndima S, Steege R, Ormel H, McCollum R, Theobald S, et al. Strengthening referral systems in community health programs: a qualitative study in two rural districts of Maputo Province, Mozambique. BMC Health Serv Res. 2019;19(1).
Lippman SA, Neilands TB, Leslie HH, Maman S, MacPhail C, Twine R, et al. Development, validation, and performance of a scale to measure community mobilization. Soc Sci Med. 2016;157:127–37.
Baatiema L, Skovdal M, Rifkin S, Campbell C. Assessing participation in a community-based health planning and services programme in Ghana. BMC Health Serv Res. 2013;13:233.
Atuoye KN, Dixon J, Rishworth A, Galaa SZ, Boamah SA, Luginaah I. Can she make it? Transportation barriers to accessing maternal and child health care services in rural Ghana. BMC Health Serv Res. 2015;15:333.
Ahmed SM, Size T, Crouse B, Patterson L, Gass E, Karon SL, et al. Strong Rural Communities Initiative (SRCI) program: challenges in promoting healthier lifestyles. WMJ. 2011;110(3):119–26.
Im DD, Palazuelos L, Xu L, Molina RL, Palazuelos D, Sullivan MM. A community-based approach to cervical cancer prevention: lessons learned in rural Guatemala. Prog. 2018;12(1):45–54.
Harper K, McCully C. Acuity systems dialogue and patient classification system essentials. Nurs Adm Q. 2007;31(4):284–99.
Krause DD. State health mapper: an interactive, web-based tool for physician workforce planning, recruitment, and health services research. South Med J. 2015;108(11):650–6.
Jennett PA, Gagnon MP, Brandstadt HK. Preparing for success: readiness models for rural telehealth. J Postgrad Med. 2005;51(4):279–85.
Mahood Q, Van Eerda D, Irvina E. Searching for grey literature for systematic reviews: challenges and benefits. Res Synth Methods. 2014;5:221–34.
Acknowledgements
The author team acknowledge the contribution of Tiana Gurney and Amie Bingham, for providing assistance to the early stages of the mapping review.
Funding
This study was funded by the University of Queensland’s Mayne Academy of Rural and Remote Medicine and the Australian Government Department of Health and Ageing (under the Rural Health Multidisciplinary Training program).
Author information
Authors and Affiliations
Contributions
BOS, BC and MM conceived and designed the study. DP conducted the title, abstract and full-text screening, with regular input from BOS and MM. DP led the data extraction and data analysis, with ongoing support and guidance from BOS and MM. DP prepared the first draft of this manuscript. All authors contributed to editing of the manuscript up to the final draft. All author(s) have read and approved the final manuscript.
Corresponding authors
Ethics declarations
Ethics approval and consent to participate
Not applicable: this work did not require ethical approval as it did not involve primary data collection involving humans or animals.
Consent for publication
Not applicable.
Competing interests
The authors declare that they have no competing interests.
Additional information
Publisher's Note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary Information
Additional file 1: Appendix 1:
Articles used in the review (n = 149).
Additional file 2:
Summaries of articles reviewed in each of the health system building block.
Rights and permissions
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
About this article
Cite this article
Pamungkas, D.R., O’Sullivan, B., McGrail, M. et al. Tools, frameworks and resources to guide global action on strengthening rural health systems: a mapping review. Health Res Policy Sys 21, 129 (2023). https://doi.org/10.1186/s12961-023-01078-3
Received:
Accepted:
Published:
DOI: https://doi.org/10.1186/s12961-023-01078-3