Home monitoring of arterial pulse-wave velocity during COVID-19 total or partial lockdown using connected smart scales
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Updated: Aug 12, 2025

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Published on: February 3, 2023
Rosa Maria Bruno1,2, Jean Louis Pépin3,4, Jean Philippe Empana1
1Université Paris Cité, Inserm, PARCC, F-75015 Paris, France.
Insights
COVID-19 lockdown reduced vascular stiffness in French smart scale users, with greater pulse-wave velocity (PWV) reduction observed during strict lockdown. This indicates a potential short-term cardiovascular benefit, but long-term effects require further study.
Area of Science:
- Cardiovascular Physiology
- Public Health
- Digital Health
Background:
- The COVID-19 pandemic necessitated widespread lockdowns, altering daily routines and potentially impacting cardiovascular health.
- Arterial pulse-wave velocity (PWV) is a validated marker of vascular stiffness and a predictor of cardiovascular risk.
- Connected smart scales offer a scalable method for remote monitoring of physiological parameters like PWV.
Purpose of the Study:
- To assess the impact of COVID-19 lockdown measures on arterial pulse-wave velocity (PWV) trajectories.
- To compare the effects of strict versus partial lockdown on vascular stiffness using data from smart scale users in France and Germany.
- To identify distinct patterns (clusters) of PWV changes during lockdown and their associated factors.
Main Methods:
- Analysis of PWV data from Withings smart scale users before and during the COVID-19 lockdown period.
- Comparison of PWV changes between France (strict lockdown) and Germany (partial lockdown).
- Application of linear growth curve modeling and trajectory clustering to French population data; subgroup analysis using activity tracker and home blood pressure monitor data.
Main Results:
- A significant reduction in vascular stiffness (PWV), weight, blood pressure, and physical activity was observed overall during lockdown.
- The reduction in PWV was more pronounced in France than in Germany, equivalent to a 5.2-month reduction in vascular age.
- In France, three PWV trajectory clusters were identified: decreasing (21.1%), stable (60.6%), and increasing (18.2%). The decreasing cluster showed weight loss, while living alone was linked to the increasing cluster.
Conclusions:
- Total lockdown in France led to a significant reduction in PWV among smart scale users, suggesting improved vascular health in a substantial proportion.
- The observed reduction in vascular stiffness during lockdown warrants further investigation into its long-term implications for cardiovascular health.
- No distinct PWV trajectory clusters were identified in the German population, possibly due to less stringent lockdown measures.
Aims:
To investigate the impact of coronavirus disease 2019 lockdown on trajectories of arterial pulse-wave velocity in a large population of users of connected smart scales that provide reliable measurements of pulse-wave velocity.
Methods And Results:
Pulse-wave velocity recordings obtained by Withings Heart Health & Body Composition Wi-Fi Smart Scale users before and during lockdown were analysed. We compared two demonstrative countries: France, where strict lockdown rules were enforced (n = 26 196) and Germany, where lockdown was partial (n = 26 847). Subgroup analysis was conducted in users of activity trackers and home blood pressure monitors. Linear growth curve modelling and trajectory clustering analyses were performed. During lockdown, a significant reduction in vascular stiffness, weight, blood pressure, and physical activity was observed in the overall population. Pulse-wave velocity reduction was greater in France than in Germany, corresponding to 5.2 month reduction in vascular age. In the French population, three clusters of stiffness trajectories were identified: decreasing (21.1%), stable (60.6%), and increasing pulse-wave velocity clusters (18.2%). Decreasing and increasing clusters both had higher pulse-wave velocity and vascular age before lockdown compared with the stable cluster. Only the decreasing cluster showed a significant weight reduction (-400 g), whereas living alone was associated with increasing pulse-wave velocity cluster. No clusters were identified in the German population.
Conclusions:
During total lockdown in France, a reduction in pulse-wave velocity in a significant proportion of French users of connected smart bathroom scales occurred. The impact on long-term cardiovascular health remains to be established.
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