ReviewHuman resources for health2017
Human resources for health (and rehabilitation): Six Rehab-Workforce Challenges for the century.
Review in Human resources for health, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 5 of them syntheses that pooled it.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
74 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Perception, assessment, and coaching: a systematic review and taxonomy of computer vision-based physical rehabilitation techniques.Frontiers in rehabilitation sciences · 2026Pooled it
- Upper limb robotic rehabilitation following stroke: a systematic review and meta-analysis investigating efficacy and the influence of device features and program parameters.Journal of neuroengineering and rehabilitation · 2025Pooled it
- Suggesting global insights to local challenges: expanding financing of rehabilitation services in low and middle-income countries.Frontiers in rehabilitation sciences · 2024Pooled it
- Effectiveness of interventions by non-professional community-level workers or family caregivers to improve outcomes for physical impairments or disabilities in low resource settings: systematic review of task-sharing strategies.Human resources for health · 2023Pooled it
- A Systematic Review of Access to Rehabilitation for People with Disabilities in Low- and Middle-Income Countries.International journal of environmental research and public health · 2018Pooled it
- Unsupervised robot-assisted rehabilitation after stroke: feasibility, effect on therapy dose, and user experience.Journal of neuroengineering and rehabilitation · 2024Trial
- Using evidence briefs to support future implementation planning: the case of early fibrinolysis for myocardial infarction and rehabilitation for the amputee patient in Colombia.Health research policy and systems · 2026Article
- Forecasting the physical medicine and rehabilitation workforce through 2037: National and geographic disparities in supply and demand.PM & R : the journal of injury, function, and rehabilitation · 2026Article
- Provider engagement in rehabilitation services in Pakistan: a qualitative study using the theory of planned behavior.BMC health services research · 2026Article
- Institutional mechanisms excluding rehabilitation from medical education in Central Africa: A mixed-methods case study from Cameroon with implications for WHO regional strategy implementation.Dialogues in health · 2026Article
- Caregiver-delivered telehealth community-based rehabilitation in Jordan: a pilot quasi-experimental study of service feasibility and functional outcomes.BMC health services research · 2026Article
- Mapping the expressions and impacts of racism on health in Brazil: a scoping review.Lancet regional health. Americas · 2026Review
- Can functioning scores guide rehabilitation referral in primary care? Extending ClinFIT to the community level.Frontiers in rehabilitation sciences · 2026Article
- Perceived benefits of implementing a caregiver-led training programme for caregivers of children with cerebral palsy in rural Mangochi, Malawi: a qualitative exploration.The Pan African medical journal · 2026Article
- Review
- From professional appeal to professional standard: reframing the Italian rehabilitation workforce through evidence, regulation, and global alignment.Frontiers in public health · 2026Article
- Article
- Automatic multi-IMU-based deep learning evaluation of intensity during static standing balance training exercises.Journal of neuroengineering and rehabilitation · 2025Article
- Supply shortages of the occupational therapy workforce in Italy: cross-regional and nationwide analysis against key benchmarks.BMC health services research · 2025Article
- Barriers and facilitators for the practice of occupational therapy in mental health: findings from a global practitioner survey of the World Federation of Occupational Therapists.BMC health services research · 2025Article
14 more citing papers are in PubMed but not listed here.
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPeople with disabilities face challenges accessing basic rehabilitation health care. In 2006, the United Nations Convention on the Rights of Persons with Disabilities (CRPD) outlined the global necessity to meet the rehabilitation needs of people with disabilities, but this goal is often challenged by the undersupply and inequitable distribution of rehabilitation workers. While the aggregate study and monitoring of the physical rehabilitation workforce has been mostly ignored by researchers or policy-makers, this paper aims to present the 'challenges and opportunities' for guiding further long-term research and policies on developing the relatively neglected, highly heterogeneous physical rehabilitation workforce.
methodsThe challenges were identified through a two-phased investigation. Phase 1: critical review of the rehabilitation workforce literature, organized by the availability, accessibility, acceptability and quality (AAAQ) framework. Phase 2: integrate reviewed data into a SWOT framework to identify the strengths and opportunities to be maximized and the weaknesses and threats to be overcome.
resultsThe critical review and SWOT analysis have identified the following global situation: (i) needs-based shortages and lack of access to rehabilitation workers, particularly in lower income countries and in rural/remote areas; (ii) deficiencies in the data sources and monitoring structures; and (iii) few exemplary innovations, of both national and international scope, that may help reduce supply-side shortages in underserved areas. DISCUSSION: Based on the results, we have prioritized the following 'Six Rehab-Workforce Challenges': (1) monitoring supply requirements: accounting for rehabilitation needs and demand; (2) supply data sources: the need for structural improvements; (3) ensuring the study of a whole rehabilitation workforce (i.e. not focused on single professions), including across service levels; (4) staffing underserved locations: the rising of education, attractiveness and tele-service; (5) adapt policy options to different contexts (e.g. rural vs urban), even within a country; and (6) develop international solutions, within an interdependent world.
conclusionsConcrete examples of feasible local, global and research action toward meeting the Six Rehab-Workforce Challenges are provided. Altogether, these may help advance a policy and research agenda for ensuring that an adequate rehabilitation workforce can meet the current and future rehabilitation health needs.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.