Withings 2024 Year in Review: Research Highlights

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Last edit: January 13, 2026

December 9, 2024

Emma Lugten

Withings products not only help individuals and their clinicians better monitor and understand health, but they are contributing to a wide body of research. Withings is honored that researchers are increasingly turning to our products across an impressive number of therapeutic areas. Among them are diabetic neuropathy, retinopathy, sudomotor function, hypertension, sleep quality, sleep apnea, dementia, ECG intervals in children, arrhythmias, cardiovascular autonomic neuropathy (CAN), public health monitoring, and health technology adoption.

Here’s just a sampling of the diversity and reach of Withings products in medical research this year.

  1. From Sudoscan to bedside: theory, modalities, and application of electrochemical skin conductance in medical diagnostics

An October 2024 article in Frontiers in Neuroanatomy looks at the history and technical development of electrochemical skin conductance (ESC), as measured by Withings’ Sudoscan, and compares it to other measures of skin conductance such as galvanic skin response (GSR) and electrodermal activity (EDA). ESC was developed specifically to diagnose sudomotor function as opposed to GSR/EDA which is a continuous monitoring tool. EDA is increasingly incorporated into wearable technology. While both use skin/sweat conductance, it is important to differentiate EDA which can be used for physiological and psychological measures of stress from ESC which is used to evaluate sudomotor function and diagnose neuropathy. Withings has incorporated ESC in its smart scales which show a near perfect correlation with the Sudoscan clinical device. The Withings smart scales allow for easier and more frequent individual time series data as well as large scale data collection.

  1. Using mobile health data to monitor and predict public stress levels

Public health surveillance has largely relied on self-reported surveys. This study applied mobile and wearable technologies to collect objective, real-time, continuous health data. Data from a variety of Withings products (Withings Sleep, Withings BPM Connect, Withings Thermo, and Withings Body+), were used to predict stress. Findings showed that a system, such as the Mobile Health Platform used here, could complement self-reported health data to better monitor and predict stress in a population.

  1. Validation of smartwatch electrocardiogram intervals in children

This study compared the 1-lead ECG intervals available via the Withings ScanWatch with the standard 12-lead ECGs in children and adolescents. Smart watch intervals have previously been shown to be accurate for adults. The heart rate measure was found to be reliable for children, The automated QTc interval was less reliable but can be improved with manual measurements. It is worth noting that the study used pediatric subjects rather than adapting adult research, as is often the case.

  1. Are we getting enough sleep? An analysis of 11 million nights of sleep data by noted sleep researcher, Dr. Danny Eckert

This study of 67,254 adults showed that 30% of adults do not get the recommended 7-9 hours of sleep per night, and that even those who did average 7-9 hours, 40% of the nights fell outside the range. Only 15% of participants slept 7-9 hours for at least 5 nights per week. In addition to the findings of irregular sleep, the study highlights the usefulness of the at home Withings Sleep for large-scale and/or longitudinal sleep studies.

As we close out a year of significant knowledge advancements, we look forward to seeing what the global healthcare research community has in store for 2025.

If you are conducting research that might benefit from Withings technology, please contact us at contact-pro@withings.com.

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Withings | Emma Lugten
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