ReviewJMIR cardio2021
Interventions Using Heart Age for Cardiovascular Disease Risk Communication: Systematic Review of Psychological, Behavioral, and Clinical Effects.
Review in JMIR cardio, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Cardiovascular disease risk communication and prevention: a meta-analysis.European heart journal · 2024Pooled it
- Danish evaluation of Your Heart Forecast: a cluster randomised controlled trial aimed at improving modifiable risk factors of CVD.Open heart · 2026Trial
- Cognitive and emotional reactions to pictorial-based risk communication on subclinical atherosclerosis: a qualitative study within the VIPVIZA trial.Scandinavian journal of primary health care · 2023Trial
- Beyond Fracture Probability: Communicating the Full Consequences of Fracture and Contextualization.Current osteoporosis reports · 2026Review
- From Misperception to Prevention: Improving Cardiovascular Health and Risk Perception Through Risk Communication in Hungary.Healthcare (Basel, Switzerland) · 2026Article
- Review
- Wearable-derived cardiovascular fitness age and its lifestyle correlates in 442 adults.Frontiers in digital health · 2026Article
- The effectiveness of eHealth-based cardiovascular disease risk communication: a systematic review and meta-analysis.NPJ digital medicine · 2025Article
- Determinants of artificial intelligence electrocardiogram-derived age and its association with cardiovascular events and mortality: a systematic review and meta-analysis.NPJ digital medicine · 2025Article
- Article
- Article
- Usefulness of Atherogenic Indices for Predicting High Values of Avoidable Lost Life Years Heart Age in 139,634 Spanish Workers.Diagnostics (Basel, Switzerland) · 2024Article
- The Role of Visualization in Estimating Cardiovascular Disease Risk: Scoping Review.JMIR public health and surveillance · 2024Article
- From risk communication about asymptomatic atherosclerosis to cognitive and emotional reactions and lifestyle modification.BMC psychology · 2024Article
- Assessment of Lifetime Risk for Cardiovascular Disease: Time to Move Forward.Current cardiology reviews · 2024Review
- Guideline-Based Cardiovascular Risk Assessment Delivered by an mHealth App: Development Study.JMIR cardio · 2023Article
- Implementing patient decision aids into general practice clinical decision support systems: Feasibility study in cardiovascular disease prevention.PEC innovation · 2023Article
- The Impact and Perception of England's Web-Based Heart Age Test of Cardiovascular Disease Risk: Mixed Methods Study.JMIR cardio · 2023Article
- The Development and Evaluation of "Life Age"-a Primary Prevention and Population-Focused Risk Communication Tool: Feasibility Study With a Single-Arm Repeated Measures Design.JMIR formative research · 2022Article
- Predicted heart age profile across 41 countries: A cross-sectional study of nationally representative surveys in six world regions.EClinicalMedicine · 2022Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundCardiovascular disease (CVD) risk communication is a challenge for clinical practice, where physicians find it difficult to explain the absolute risk of a CVD event to patients with varying health literacy. Converting the probability to heart age is increasingly used to promote lifestyle change, but a rapid review of biological age interventions found no clear evidence that they motivate behavior change.
objectiveIn this review, we aim to identify the content and effects of heart age interventions.
methodsWe conducted a systematic review of studies presenting heart age interventions to adults for CVD risk communication in April 2020 (later updated in March 2021). The Johanna Briggs risk of bias assessment tool was applied to randomized studies. Behavior change techniques described in the intervention methods were coded.
resultsFrom a total of 7926 results, 16 eligible studies were identified; these included 5 randomized web-based experiments, 5 randomized clinical trials, 2 mixed methods studies with quantitative outcomes, and 4 studies with qualitative analysis. Direct comparisons between heart age and absolute risk in the 5 web-based experiments, comprising 5514 consumers, found that heart age increased positive or negative emotional responses (4/5 studies), increased risk perception (4/5 studies; but not necessarily more accurate) and recall (4/4 studies), reduced credibility (2/3 studies), and generally had no effect on lifestyle intentions (4/5 studies). One study compared heart age and absolute risk to fitness age and found reduced lifestyle intentions for fitness age. Heart age combined with additional strategies (eg, in-person or phone counseling) in applied settings for 9582 patients improved risk control (eg, reduced cholesterol levels and absolute risk) compared with usual care in most trials (4/5 studies) up to 1 year. However, clinical outcomes were no different when directly compared with absolute risk (1/1 study). Mixed methods studies identified consultation time and content as important outcomes in actual consultations using heart age tools. There were differences between people receiving an older heart age result and those receiving a younger or equal to current heart age result. The heart age interventions included a wide range of behavior change techniques, and conclusions were sometimes biased in favor of heart age with insufficient supporting evidence. The risk of bias assessment indicated issues with all randomized clinical trials.
conclusionsThe findings of this review provide little evidence that heart age motivates lifestyle behavior change more than absolute risk, but either format can improve clinical outcomes when combined with other behavior change strategies. The label for the heart age concept can affect outcomes and should be pretested with the intended audience. Future research should consider consultation time and differentiate between results of older and younger heart age. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): NPRR2-10.1101/2020.05.03.20089938.
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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.