Related Experiment Video
Updated: Apr 30, 2026

Walk with Me Hybrid Virtual/In-Person Walking for Older Adults with Neurodegenerative Disease
Published on: June 16, 2023
Walking Pace Optimizes Conventional Cardiovascular Disease Risk Prediction Models Among Vulnerable Subpopulations: A
Li Wang1,2, Xueqin Li3,4, Xueqing Jia3
1The Fourth Affiliated Hospital, International School of Medicine, International Institutes of Medicine, and School of Nursing and Institute of Nursing Research Zhejiang University School of Medicine Zhejiang China.
Walking pace, not grip strength, enhances cardiovascular disease risk prediction in vulnerable groups. This finding emphasizes the importance of physical function in primary cardiovascular disease prevention strategies.
Area of Science:
- Cardiology
- Preventive Medicine
- Gerontology
Background:
- Grip strength and walking pace are recognized indicators of health outcomes.
- Their specific utility in primary cardiovascular disease (CVD) prevention across diverse populations needs further clarification.
Purpose of the Study:
- To evaluate the predictive value of grip strength and walking pace in cardiovascular disease (CVD) risk assessment.
- To determine if these physical function measures improve existing CVD prediction models in vulnerable subpopulations.
Main Methods:
- Utilized UK Biobank data from 206,371 individuals (aged 40-69) without prior CVD.
- Assessed performance of four conventional CVD prediction models (Framingham, Reynolds, ASSIGN, PCEs) across subpopulations stratified by age, grip strength, and walking pace.
- Validated findings in the English Longitudinal Study of Ageing (ELSA).
Main Results:
- Over 19,664 incident CVD cases were recorded during a mean 12.85-year follow-up.
- Vulnerable groups were identified by older age, low grip strength, or slow walking pace.
- The ASSIGN model demonstrated reduced accuracy in these vulnerable groups.
- Incorporating walking pace into the ASSIGN model significantly improved its predictive ability in older individuals with low grip strength (C index increase of 0.027), a finding consistent in ELSA.
Conclusions:
- Walking pace, unlike grip strength, enhances the performance of conventional cardiovascular disease (CVD) prediction models, particularly in vulnerable populations.
- Physical function, specifically walking pace, plays a crucial role in the primary prevention of CVD.
- These findings suggest that incorporating walking pace assessment could refine CVD risk stratification and preventive strategies.
Related Concept Videos
Coronary Artery Disease IV: Preventive Measures
Pre-Procedural Guidelines for Assessing Blood Pressure
Factors Influencing Heart Rate
Let us explore the significant factors affecting heart rate, including age, body temperature, posture, acute pain, chemical influences,...
Peripheral Artery Disease I: Introduction
Relative Risk
Coronary Artery Disease I: Introduction

