ArticleBMC health services research2022
A scoping review of applications of the Consolidated Framework for Implementation Research (CFIR) to telehealth service implementation initiatives.
Article in BMC health services research, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07390071 (Multimodal Telerehabilitation in Patients Undergoing CAR-T Cell Immunotherapy), which is not on this map. Cited by 45 papers, 4 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
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.
Multimodal Telerehabilitation in Patients Undergoing CAR-T Cell Immunotherapy
Who cites it
45 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Influencing Factors of Mobile Health Apps in Kidney Transplant Care: Systematic Review Using the Consolidated Framework for Implementation Research.JMIR medical informatics · 2026Pooled it
- Barriers and facilitators to the implementation of integrated disease surveillance and response (IDSR) in Africa: a systematic review using the consolidated framework for implementation research (CFIR).Frontiers in public health · 2026Pooled it
- Implementation effectiveness, barriers, and real-world outcomes of neuromuscular training programs for ACL injury prevention in female athletes: systematic review with narrative synthesis using SWiM framework.Frontiers in public health · 2026Pooled it
- Patient and Carer-Related Facilitators and Barriers to the Adoption of Assistive Technologies for the Care of Older Adults: Systematic Review.JMIR aging · 2025Pooled it
- Experiences with nutritional follow-up and barriers and opportunities of implementing digital seamless nutrition care in the head and neck cancer treatment course: a qualitative study from patient, family caregiver, and healthcare professional perspectives.BMC health services research · 2025Trial
- Factors influencing implementation of telemedicine in rural dementia care services in high-income countries: a scoping review.BMC health services research · 2026Article
- Formative Work to Guide Implementation of an Evidence-Based Breast and Cervical Cancer Prevention and Early Detection Behavioral Health Program in Clinics: Qualitative Study Guided by the Consolidated Framework for Implementation Research.JMIR formative research · 2026Article
- Health care professional perspectives on vision screening in older adults who attend hospital following a fall: a focus group study.European geriatric medicine · 2026Article
- Analysis of the OPTIMUM (Optimising care of Patients via Telemedicine In Monitoring and aUgmenting their control of diabetes Mellitus) tele-monitoring system in primary care as perceived by healthcare professionals using the CFIR framework.Family medicine and community health · 2026Article
- Technology-based interventions to promote physical activity in Gulf Cooperation Council (GCC) countries: a scoping review protocol.BMJ open · 2026Article
- Community-based model of care to improve access to and utilization of health services for common non-communicable diseases among culturally and linguistically diverse populations in Australia: an implementation research protocol.Archives of public health = Archives belges de sante publique · 2026Article
- [Artificial intelligence in daily urological care: results of the AI barometer].Urologie (Heidelberg, Germany) · 2026Article
- Commissioners' views and experiences of implementing virtual wards in Integrated Care Systems in England: a longitudinal qualitative study using the Consolidated Framework for Implementation Research (CFIR).BMC health services research · 2026Article
- Bridging the Gap in Early Cerebral Palsy Detection: Primary Care Providers' and Specialists' Perspectives on Implementing PROMPTs for Referral.Child: care, health and development · 2026Article
- Facilitators and Barriers to Equitable Implementation of Telehealth PrEP Delivery: A Qualitative Descriptive Study of Program Staff and Stakeholders.Health promotion practice · 2026Article
- A Complex Digital Health Intervention to Support People With HIV: Organizational Readiness Survey Study and Preimplementation Planning for a Hybrid Effectiveness-Implementation Study.Journal of medical Internet research · 2026Article
- Digital first primary care in NHS England: evaluating alignment with patient-centered care and implications for future practice.Frontiers in digital health · 2026Review
- How Implementation Context Shapes Clinician Acceptance and Engagement with Guideline-Based Clinical Decision Support Systems in Primary Care: A Qualitative Study.Journal of healthcare leadership · 2026Article
- Exploring Fidelity Elements of a Motivational Interviewing-Based Implementation Strategy to Improve Adoption of Evidence-Based Practices in Schools.Journal of educational and psychological consultation : the official journal of the Association for Educational and Psychological Consultants · 2026Article
- Identifying barriers and facilitators to implementing triage systems in low- and middle-income countries: A scoping review.PLOS global public health · 2026Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe Consolidated Framework for Implementation Research (CFIR), introduced in 2009, has the potential to provide a comprehensive understanding of the determinants of implementation-effectiveness of health service innovations. Although the CFIR has been increasingly used in recent years to examine factors influencing telehealth implementation, no comprehensive reviews currently exist on the scope of knowledge gained exclusively from applications of the CFIR to telehealth implementation initiatives. This review sought to address this gap.
methodsPRISMA-ScR criteria were used to inform a scoping review of the literature. Five academic databases (PUBMED, PROQUEST, SCIDIRECT, CINAHL, and WoS) were searched for eligible sources of evidence from 01.01.2010 through 12.31.2021. The initial search yielded a total of 18,388 records, of which, 64 peer-reviewed articles met the inclusion criteria for the review. Included articles were reviewed in full to extract data, and data collected were synthesized to address the review questions.
resultsMost included articles were published during or after 2020 (64%), and a majority (77%) were qualitative or mixed-method studies seeking to understand barriers or facilitators to telehealth implementation using the CFIR. There were few comparative- or implementation-effectiveness studies containing outcome measures (5%). The database search however, revealed a growing number of protocols for implementation-effectiveness studies published since 2020. Most articles (91%) reported the CFIR Inner Setting domain (e.g., leadership engagement) to have a predominant influence over telehealth implementation success. By comparison, few articles (14%) reported the CFIR Outer Setting domain (e.g., telehealth policies) to have notable influence. While more (63%) telehealth initiatives were focused on specialty (vs primary) care, a vast majority (78%) were focused on clinical practice over medical education, healthcare administration, or population health.
conclusionsOrganized provider groups have historically paid considerable attention to advocating for telehealth policy (Outer Setting) reform. However, results suggest that for effective telehealth implementation, provider groups need to refocus their efforts on educating individual providers on the complex inter-relationships between Inner Setting constructs and telehealth implementation-effectiveness. On a separate note, the growth in implementation-effectiveness study protocols since 2020, suggests that additional outcome measures may soon be available, to provide a more nuanced understanding of the determinants of effective telehealth implementation based on the CFIR domains and constructs.
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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.