Evidence map›Paper›PMID 31210136›Full record

SynthesisJournal of medical Internet research2019

The Cost-Effectiveness of Digital Health Interventions on the Management of Cardiovascular Diseases: Systematic Review.

Xinchan Jiang, Wai-Kit Ming, Joyce Hs You

Registry-linked trialOpen access · goldAbstract readSystematic Review
In one paragraph

Synthesis in Journal of medical Internet research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06732869 (PACE - Physical Activity in COPD Using E-Health), which is not on this map. Cited by 133 papers, 17 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
133citing papers in PubMed, 17 pooled it
16.1field-weighted citation impact, top 1% of its field
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.

NCT06732869 narecruitingnot on this mapstarted 2024, after this paper: background citation

PACE - Physical Activity in COPD Using E-Health: Effectiveness of a Personalised eHealth Platform Integrated Into Pulmonary Rehabilitation to Increase Physical Activity in Patients With COPD - a Randomized Controlled Trial

TypeinterventionalSponsorInstituto Politécnico de LeiriaRan2024 to 2025Enrolled57ConditionsCOPD, Physical ActivityArmseHealth physical activity coaching intervention, pulmonary rehabilitation
3 · Its place in the literature

Who cites it

133 citing papers in PubMed, 17 syntheses or guidelines pooled it, 222 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Guideline
  4. Pooled it
  5. Pooled it
  6. Pooled it
  7. Pooled it
  8. Pooled it
  9. Pooled it
  10. Pooled it
  11. Pooled it
  12. Pooled it
  13. Pooled it
  14. Pooled it
  15. Pooled it
  16. Pooled it
  17. Guideline
  18. Trial
  19. Trial
  20. Does adding coaching calls into an online lifestyle intervention for cancer survivors make it more acceptable and feasible than a self-guided version?Supportive care in cancer : official journal of the Multinational Association of Supportive Care in Cancer · 2026
    Trial

73 more citing papers are in PubMed but not listed here.

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

3 authors at 1 institution in 1 country.

Xinchan Jiang *School of Pharmacy, The Chinese University of Hong Kong, Shatin, China (Hong Kong).ORCID 0000-0002-6647-2364
Wai-Kit Ming *School of Pharmacy, The Chinese University of Hong Kong, Shatin, China (Hong Kong).ORCID 0000-0002-8846-7515
Joyce Hs You *School of Pharmacy, The Chinese University of Hong Kong, Shatin, China (Hong Kong).ORCID 0000-0002-5763-7403
Chinese University of Hong Kong · HK

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundWith the advancement in information technology and mobile internet, digital health interventions (DHIs) are improving the care of cardiovascular diseases (CVDs). The impact of DHIs on cost-effective management of CVDs has been examined using the decision analytic model-based health technology assessment approach.

objectiveThe aim of this study was to perform a systematic review of the decision analytic model-based studies evaluating the cost-effectiveness of DHIs on the management of CVDs.

methodsA literature review was conducted in Medline, Embase, Cumulative Index to Nursing and Allied Health Literature Complete, PsycINFO, Scopus, Web of Science, Center for Review and Dissemination, and Institute for IEEE Xplore between 2001 and 2018. Studies were included if the following criteria were met: (1) English articles, (2) DHIs that promoted or delivered clinical interventions and had an impact on patients' cardiovascular conditions, (3) studies that were modeling works with health economic outcomes of DHIs for CVDs, (4) studies that had a comparative group for assessment, and (5) full economic evaluations including a cost-effectiveness analysis, cost-utility analysis, cost-benefit analysis, and cost-consequence analysis. The primary outcome collected was the cost-effectiveness of the DHIs, presented by incremental cost per additional quality-adjusted life year (QALY). The quality of each included study was evaluated using the Consolidated Health Economic Evaluation Reporting Standards.

resultsA total of 14 studies met the defined criteria and were included in the review. Among the included studies, heart failure (7/14, 50%) and stroke (4/14, 29%) were two of the most frequent CVDs that were managed by DHIs. A total of 9 (64%) studies were published between 2015 and 2018 and 5 (36%) published between 2011 and 2014. The time horizon was ≤1 year in 3 studies (21%), >1 year in 10 studies (71%), and 1 study (7%) did not declare the time frame. The types of devices or technologies used to deliver the health interventions were short message service (1/14, 7%), telephone support (1/14, 7%), mobile app (1/14, 7%), video conferencing system (5/14, 36%), digital transmission of physiologic data (telemonitoring; 5/14, 36%), and wearable medical device (1/14, 7%). The DHIs gained higher QALYs with cost saving in 43% (6/14) of studies and gained QALYs at a higher cost at acceptable incremental cost-effectiveness ratio (ICER) in 57% (8/14) of studies. The studies were classified as excellent (0/14, 0%), good (9/14, 64%), moderate (4/14, 29%), and low (1/14, 7%) quality.

conclusionsThis study is the first systematic review of decision analytic model-based cost-effectiveness analyses of DHIs in the management of CVDs. Most of the identified studies were published recently, and the majority of the studies were good quality cost-effectiveness analyses with an adequate duration of time frame. All the included studies found the DHIs to be cost-effective.

Indexed as

Cardiovascular DiseasesCost-Benefit AnalysisHumansTelemedicinecardiovascular diseasescost-effectivenessdecision modelingheart attackheart failuremedical economicsmyocardial infarctionstrokesystematic reviewtelemedicine

Identifiers

PMID31210136
PMCPMC6601257
OpenAlexW2945163505

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.