Evidence mapPaperPMID 42054584Full record

ArticleJournal of medical Internet research2026

Application of Digital Health Technologies in Cardiac Rehabilitation for Patients With Coronary Heart Disease: Scoping Review.

Xinyu Zhu, Lei Liu, Yingjie Wang, Hongyuan Li, Min Zang, Jiayu Wang, Yu Tian, Zihan Li

Abstract readScoping Review
In one paragraph

Article in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed, 1 pooled it
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

1 citing paper in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
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

8 authors.

Xinyu ZhuLiaoning University of Traditional Chinese Medicine, Shenyang, China.ORCID http://orcid.org/0009-0009-9447-527X
Lei LiuSchool of Nursing, Liaoning University of Traditional Chinese Medicine, 79 Chongshan Road, Beita Street, Shenyang, China, 86 17824909908.ORCID http://orcid.org/0000-0003-0700-6854
Yingjie WangDepartment of Nursing, Affiliated Hospital of Liaoning University of Traditional Chinese Medicine, Shenyang, China.ORCID http://orcid.org/0009-0007-3533-4675
Hongyuan LiDepartment of Nursing, Dalian Friendship Hospital, Dalian, China.ORCID http://orcid.org/0009-0005-2179-2312
Min ZangSchool of Nursing, Liaoning University of Traditional Chinese Medicine, 79 Chongshan Road, Beita Street, Shenyang, China, 86 17824909908.ORCID http://orcid.org/0009-0000-6943-4155
Jiayu WangSchool of Nursing, Liaoning University of Traditional Chinese Medicine, 79 Chongshan Road, Beita Street, Shenyang, China, 86 17824909908.ORCID http://orcid.org/0000-0002-8058-1540
Yu TianLiaoning Cancer Hospital & Institute, Shenyang, China.ORCID http://orcid.org/0009-0008-9614-6499
Zihan LiLiaoning University of Traditional Chinese Medicine, Shenyang, China.ORCID http://orcid.org/0009-0003-0882-723X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The high mortality and recurrence rates associated with coronary heart disease (CHD) impose substantial health care costs and economic burdens globally. Identifying effective interventions to improve patient outcomes is paramount. Digital health technologies (DHTs) offer novel solutions to overcome the challenge of low participation rates in traditional cardiac rehabilitation (CR). Objective: This review aims to systematically map the scope of application, intervention objectives, and evaluation metrics of DHTs in CR for patients with CHD, thereby providing a structured evidence base for future research and practice. Methods: This scoping review adheres to the Joanna Briggs Institute's methodology and is reported according to the PRISMA-ScR (Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews) guidelines. A systematic search was conducted across 5 major databases, PubMed, Web of Science, Embase, Cochrane Library, and EBSCO, covering the period from inception to February 2026. Inclusion criteria were developed based on the participants, concept, and context framework. Studies focused on the application of various DHTs within CR settings for patients with CHD. Eligible literature comprised randomized controlled trials, quasi-randomized controlled trials, and longitudinal before-and-after studies published in peer-reviewed journals. Two researchers (XZ and ZL) independently conducted literature screening and data extraction. Findings were presented through a comprehensive narrative synthesis and evidence gap maps. Results: A total of 43 studies were included, predominantly randomized controlled trials (n=40). Findings revealed (1) diverse technological formats, categorized into 3 main types: digital health tools, real-time remote support, and asynchronous communication. Multitechnology combined interventions have become the mainstream model (36/43, 83.7%). (2) Intervention objectives were multifaceted, consolidating into 4 dimensions: motivation and guidance, knowledge and skills, monitoring and security, and social and group dynamics. (3) Evaluation metrics were multidimensional, encompassing clinical physiological indicators, health behaviors, patient-reported outcomes, service use rates, and technological feasibility. DHTs demonstrated positive effects in improving short-term physiological function and health behaviors; however, evidence remains insufficient regarding their impact on long-term clinical outcomes such as reducing adverse events. Conclusions: The innovation of this scoping review lies in integrating highly heterogeneous evidence to reveal the field's evolution from isolated tools toward systematic, integrated solutions. Research confirms that DHTs effectively overcome temporal and spatial constraints, enhancing rehabilitation accessibility and engagement. They serve as crucial strategic tools for bridging geographical disparities in health care resources and advancing equity in cardiovascular health services. However, the evidence base remains limited, including insufficient long-term efficacy data and inadequate exploration of vulnerable populations such as older people and those with low digital literacy. Future research urgently requires large-scale, long-term follow-up clinical trials, alongside enhanced studies on adaptability for specific populations and considerations of health equity. This will propel digital CR toward greater scientific rigor, universal applicability, and precision.

Indexed as

Cardiac RehabilitationCoronary DiseaseDigital HealthHumansTelemedicinecardiac rehabilitationcoronary heart diseasedigital health technologiesscoping reviewtelemedicine

Identifiers

PMID42054584
PMCPMC13128058

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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 Socratic graph.