Empowering citizens as frontline screeners: a framework with blended learning for cardiovascular risk assessment

Population-wide screening for cardiovascular risk factors (CVRF) is challenging, given the shortage of healthcare professionals. Laypeople may aid in CVRF screening. We therefore investigated a blended training programme to conduct a basic CVRF assessment, including point-of-care testing (PoC). We conducted a pre-experimental study with one-group pretest–posttest design with repeated measures between September and December 2024. Fourteen laypeople completed a training on measuring body mass index (BMI), blood pressure and PoC testing of blood glucose and lipids. Each tester conducted screenings on five different individuals, using a mobile application for guidance. We evaluated their practical skills and benchmarked their performance to experts. Feasibility was 100% for BMI and blood pressure assessment. From the first to the fifth screening, feasibility for blood glucose rose from 92.9 to 100% and for lipids from 78.6 to 92.9%. Average test time dropped from 20.7 to 16.9 min (P = 0.011), approaching the 16.6 min of the experts (P = 0.49). Practical skills improved from 88.8% at the first to 97.2% at the fifth screening (P = 0.004). Agreement with experts was excellent for BMI (mean relative bias: − 0.5%) and blood pressure (e.g. systolic: +2.9%), reasonable for blood glucose (− 0.1%), total cholesterol (+ 1.3%) and HDL cholesterol (+ 9.7%), but poor for triglycerides (− 16.8%). Self-rated confidence and skilfulness increased by the final session. In conclusion, laypeople reliably assessed CVRF with blended training, intuitive equipment and a mobile screening assistant. Within five sessions, agreement with experts was acceptable for all measurements but PoC-derived triglycerides. Future studies should assess the real-world scalability of citizen-conducted screenings.

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Publication Details

Journal
Scientific Reports
Published
2025-12-08
DOI
https://doi.org/10.1038/s41598-025-31452-w
Primary Topic
Health Promotion and Cardiovascular Prevention
Type
article
Field-Weighted Citation Impact
0.00

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article

Empowering citizens as frontline screeners: a framework with blended learning for cardiovascular risk assessment

Nicholas Cauwenberghs, Tatiana Kuznetsova, Evangelos Ntalianis, Everton J. Santana et al.
Scientific Reports
Health Promotion and Cardiovascular Prevention
article

Empowering citizens as frontline screeners: a framework with blended learning for cardiovascular risk assessment

Nicholas Cauwenberghs, Tatiana Kuznetsova, Evangelos Ntalianis, Everton J. Santana, Evert‐Jan Wils, R W M Brouwers
article en

Abstract

Population-wide screening for cardiovascular risk factors (CVRF) is challenging, given the shortage of healthcare professionals. Laypeople may aid in CVRF screening. We therefore investigated a blended training programme to conduct a basic CVRF assessment, including point-of-care testing (PoC). We conducted a pre-experimental study with one-group pretest–posttest design with repeated measures between September and December 2024. Fourteen laypeople completed a training on measuring body mass index (BMI), blood pressure and PoC testing of blood glucose and lipids. Each tester conducted screenings on five different individuals, using a mobile application for guidance. We evaluated their practical skills and benchmarked their performance to experts. Feasibility was 100% for BMI and blood pressure assessment. From the first to the fifth screening, feasibility for blood glucose rose from 92.9 to 100% and for lipids from 78.6 to 92.9%. Average test time dropped from 20.7 to 16.9 min (P = 0.011), approaching the 16.6 min of the experts (P = 0.49). Practical skills improved from 88.8% at the first to 97.2% at the fifth screening (P = 0.004). Agreement with experts was excellent for BMI (mean relative bias: − 0.5%) and blood pressure (e.g. systolic: +2.9%), reasonable for blood glucose (− 0.1%), total cholesterol (+ 1.3%) and HDL cholesterol (+ 9.7%), but poor for triglycerides (− 16.8%). Self-rated confidence and skilfulness increased by the final session. In conclusion, laypeople reliably assessed CVRF with blended training, intuitive equipment and a mobile screening assistant. Within five sessions, agreement with experts was acceptable for all measurements but PoC-derived triglycerides. Future studies should assess the real-world scalability of citizen-conducted screenings.

Scientific ReportsVol. 16(1)
KU Leuven (BE)
European Commission, Fonds Wetenschappelijk Onderzoek, Linköpings Universitet, KU Leuven, Vlaamse regering, HORIZON EUROPE Framework Programme
Openalex Percentile: Top 50%
Health Promotion and Cardiovascular Prevention
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