What is it about?

Sitting down from a standing position is a key fundamental movement required for independent daily living - indeed, it is estimated that the average person performs around 60 of these per day. By observing and analysing how someone sits down, we can uncover a vast amount of information about their postural control and muscle strength capabilities. In turn, we can derive insights into their risk of falling, functional independence and age-related mobility decline. This paper outlines an armoury of approaches to analyse sitting down movements using sensors which are found widely in consumer devices such as earphones and hearing aids.

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Why is it important?

By outlining and validating methods to analyse sitting down movements using widely accessible consumer devices, we provide a first step towards monitoring these movements in daily life settings. This will allow an individual's functional capabilities to be tracked with minimal burden. When included as part of a wider system based on ear-worn sensors, we hope this will enable elderly or movement-impaired individuals to receive a more comprehensively-informed and individualised treatment plan to heighten their quality of life.

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This page is a summary of: Take a Seat: Stand-to-Sit Analysis with Earables, October 2025, ACM (Association for Computing Machinery),
DOI: 10.1145/3714394.3757258.
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