Evidence map›Paper›PMID 42853801›Full record

ArticlePloS one2026

Delivery of cardiac rehabilitation through hybrid models and alternative settings by country income classification and decade: Comparisons from the International Council of Cardiovascular Prevention and Rehabilitation's 2025 Global Audit Update.

Gabriela L M Ghisi, Rachael P Carson, Karam Turk Adawi, Rongjing Ding, Monserrat Cruz Rivero, Claudia V Anchique, Dinah L van Schalkwijk, Jonathan Gallagher, Chamila Mettananda, Rosalia Fernández and 14 more

Abstract readComparative Study
In one paragraph

Article in PloS one, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

24 authors.

Gabriela L M GhisiThe Jay and Sari Sonshine Centre for Stroke Prevention & Cerebrovascular Brain Health, Toronto Western Hospital, University Health Network, University of Toronto, Toronto, Canada.ORCID https://orcid.org/0000-0001-7946-3718
Rachael P CarsonFaculty of Health, York University, Toronto, Canada.ORCID https://orcid.org/0009-0002-2691-7880
Karam Turk AdawiDepartment of Public Health, College of Health Science, QU Health, Qatar University, Doha, Qatar.ORCID https://orcid.org/0000-0002-4162-7761
Rongjing DingCardiac Rehabilitation Center, Peking Union Medical College Hospital, Beijing, China.
Monserrat Cruz RiveroCasa Corazón Otoch Puksikal, Mérida, Mexico.ORCID https://orcid.org/0009-0004-2319-1150
Claudia V AnchiqueMediagnóstica Tecmedi SAS, Duitama, Colombia.
Dinah L van SchalkwijkDepartment of Cardiology, Radboud University Medical Center, Nijmegen, The Netherlands.
Jonathan GallagherDepartment of Cardiology (Cardiac Rehabilitation), Beaumont Hospital, Dublin, Ireland.ORCID https://orcid.org/0000-0002-2342-8013
Chamila MettanandaDepartment of Pharmacology, Faculty of Medicine, University of Kelaniya, Ragama, Sri Lanka.ORCID https://orcid.org/0000-0002-3328-1553
Rosalia FernándezCardiac Rehabilitation, National Cardiovascular Institute-INCOR, Lima, Perú.
Gulsim T AimakovaUMC Heart Centre, Astana, Kazakhstan.
Won-Seok KimDepartment of Rehabilitation Medicine, Seoul National University College of Medicine, Seoul National University Bundang Hospital, Seongnam-si, South Korea.ORCID https://orcid.org/0000-0002-1199-5707
Pamela SeronDepartamento de Ciencias de la Rehabilitación, Universidad de La Frontera, Temuco, Chile.ORCID https://orcid.org/0000-0003-0190-8988
Mariya P JiandaniDepartment of Physical Therapy, Seth GS Medical College and KEM Hospital, Mumbai, India.ORCID https://orcid.org/0000-0002-9884-8055
Jimena MartinezInstituto Medico DAMIC, Cordoba, Argentina.
Lela MaskhuliaPhysical Medicine, Tbilisi State Medical University, Tbilisi, Georgia.ORCID https://orcid.org/0000-0002-8893-374X
Ladislav BatalikDepartment of Rehabilitation, University Hospital Brno, Brno, Czech Republic.ORCID https://orcid.org/0000-0003-2147-1541
Buket AkinciPhysiotherapy and Rehabilitation Department, Faculty of Health Sciences, Biruni University, Istanbul, Turkey.
Ssu-Yuan ChenCardiovascular and Pulmonary Rehabilitation Center and Division of Physical Medicine and Rehabilitation, Fu Jen Catholic University Hospital, New Taipei City, Taiwan.ORCID https://orcid.org/0000-0002-8025-6211
Ngone Diaba GayeCardiac Rehabilitation, Ibra Mamadou Wane Medical Center, Dakar, Senegal.
Daniel F Quesada-ChavesHospital San Vicente de Paul, Heredia, Costa Rica.ORCID https://orcid.org/0000-0003-4367-549X
Yoshihiro FukumotoDivision of Cardiovascular Medicine, Department of Internal Medicine, Kurume University School of Medicine, Kurume, Japan.ORCID https://orcid.org/0000-0002-8947-109X
Sherry L GraceFaculty of Health, York University, Toronto, Canada.ORCID https://orcid.org/0000-0001-7063-3610
ICCPR Global Cardiac Rehabilitation Audit Update Investigators

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveCardiac rehabilitation (CR) is an outpatient model of secondary prevention that improves patient outcomes, yet use remains limited. Hybrid/alternative CR addresses these challenges, but global availability, structure, and volumes have not been characterized since the pandemic.

methodsThe International Council of Cardiovascular Prevention and Rehabilitation's (ICCPR) 2025 Audit Update is a cross-sectional survey of phase II CR programs worldwide. After member Associations supported identification of countries with CR, program data were collected via REDCap between May-September/2025. Data were compared by country income classification, and with prior ICCPR Audits where possible.

resultsOf 6,905 CR programs identified globally, 1,505 initiated a survey (median program response rate = 62.3% per country) from 90/113 (79.6%) countries with CR. Globally, 286 (23.2%) programs in 40 (35.4%) countries reported reimbursement for hybrid/alternative models, varying significantly by country income class (p < 0.001); this was higher than 2016 (14.5%), but not significantly different from the pandemic (21.0%). 285 (31.1%) programs reported offering a hybrid/alternative CR model, in 57 (50.4% with CR) countries (higher in lower-middle income countries, then upper-middle income countries [UMICs]). This was not higher than previous Audits. Programs were staffed by exercise professionals, nurses and physicians (more in UMICs). Dose was a median of 10 sessions (one/week over 8 weeks), lower than centre-based, but consistent across income classes and over time. Patients were allocated to model based on clinical criteria, choice (69.5%), but also cost (30.2%; higher in middle-income countries and than 2016). Hybrid/alternative models served a median of 50 (P25-P75 = 10-100) patients/program annually, lower than centre-based (median = 135; p < 0.001); volumes were higher in UMICs. 160 (45.8%) programs perceived insufficient capacity to meet demand, most commonly due to staffing and funding.

conclusionsHybrid/alternative CR availability has not increased since 2016, and decreased since the pandemic. Reimbursement drives availability, but remains limited and inadequate, frequently shifting costs to patients, constraining services and limiting equitable scale-up.

Indexed as

Cardiac RehabilitationCardiovascular DiseasesDelivery of Health CareCross-Sectional StudiesHumansIncome

Identifiers

PMID42853801
PMCPMC13652283

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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.