Related Experiment Video
Updated: Jun 6, 2026

Hydra, a Computer-Based Platform for Aiding Clinicians in Cardiovascular Analysis and Diagnosis
Published on: September 26, 2018
What are the basic self-monitoring components for cardiovascular risk management?
Alison M Ward1, Carl Heneghan, Rafael Perera
1Department of Primary Health Care, The University of Oxford, Headington, UK. alison.ward@dphpc.ox.ac.uk
Insights
Self-monitoring interventions for cardiovascular disease management lack clear definitions and evidence-based rationales. A standardized checklist is proposed to improve intervention design and reproducibility for better patient outcomes.
Area of Science:
- Cardiology
- Health Services Research
- Digital Health
Background:
- Self-monitoring is crucial for managing cardiovascular disease (CVD).
- Interventions for self-monitoring vary significantly in design, implementation, and reproducibility.
- This study examines self-monitoring interventions for conditions increasing CVD risk.
Purpose of the Study:
- To analyze the components of self-monitoring interventions in systematic reviews.
- To identify variations and reporting quality of these interventions.
- To propose improvements for designing reproducible and evidence-based self-monitoring strategies.
Main Methods:
- Systematic review of Medline and Cochrane databases for self-monitoring interventions.
- Focused on heart failure, oral anticoagulation, hypertension, and type 2 diabetes.
- Extracted data on intervention components, theoretical basis, rationale, and patient compliance.
Main Results:
- Identified four core components: education, self-measurement, adjustment/adherence, and healthcare professional contact.
- Significant variation and poor description of components across trials and conditions were observed.
- Few trials provided evidence-based rationales for chosen components or self-measurement regimens.
Conclusions:
- Self-monitoring intervention components are not well-defined, despite guidelines.
- Lack of evidence-based rationales hinders effective implementation and reproducibility.
- A proposed checklist can guide the design of standardized, evidence-based self-monitoring interventions.
Background:
Self-monitoring is increasingly recommended as a method of managing cardiovascular disease. However, the design, implementation and reproducibility of the self-monitoring interventions appear to vary considerably. We examined the interventions included in systematic reviews of self-monitoring for four clinical problems that increase cardiovascular disease risk.
Methods:
We searched Medline and Cochrane databases for systematic reviews of self-monitoring for: heart failure, oral anticoagulation therapy, hypertension and type 2 diabetes. We extracted data using a pre-specified template for the identifiable components of the interventions for each disease. Data was also extracted on the theoretical basis of the education provided, the rationale given for the self-monitoring regime adopted and the compliance with the self-monitoring regime by the patients.
Results:
From 52 randomized controlled trials (10,388 patients) we identified four main components in self-monitoring interventions: education, self-measurement, adjustment/adherence and contact with health professionals. Considerable variation in these components occurred across trials and conditions, and often components were poorly described. Few trials gave evidence-based rationales for the components included and self-measurement regimes adopted.
Conclusions:
The components of self-monitoring interventions are not well defined despite current guidelines for self-monitoring in cardiovascular disease management. Few trials gave evidence-based rationales for the components included and self-measurement regimes adopted. We propose a checklist of factors to be considered in the design of self-monitoring interventions which may aid in the provision of an evidence-based rationale for each component as well as increase the reproducibility of effective interventions for clinicians and researchers.
More Related Videos
Related Concept Videos
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Errors occurring during blood pressure monitoring
Several factors...
Coronary Artery Disease IV: Preventive Measures
Atherosclerosis III: Management
Hypertension IV: Drug Therapy and Lifestyle Modifications
Atherosclerosis IV: Nursing Management

