# Ambulatory Tasks and Journeys: A Framework for Free-Living Behaviour

**Authors:** Craig Speirs, Le Wei, Matthew Ahmadi, Mark Hamer, Emmanuel Stamatakis, Malcolm Granat

PMC · DOI: 10.3390/s26061754 · Sensors (Basel, Switzerland) · 2026-03-10

## TL;DR

This study introduces a new framework to better understand how people move in daily life by distinguishing between short, task-based movements and longer journeys.

## Contribution

The paper introduces a novel two-class Ambulatory Behaviour Framework to differentiate between short and long upright movements using accelerometers.

## Key findings

- Ambulatory Tasks make up 90.6% of upright time and significantly reduce sitting time.
- Ambulatory Journeys contribute only 9.4% of upright time and minimally affect sitting time.
- Women spend more time on Ambulatory Tasks and less time sitting compared to men.

## Abstract

Background: Standard accelerometer summaries obscure meaningful differences in how people move while upright. We introduce an operational two-class Ambulatory Behaviour Framework that separates Ambulatory Tasks—periods of standing and short continuous stepping bouts (<1 min) that are indicative of activity in a single locus—from Ambulatory Journeys—long continuous stepping bouts (≥1 min) that are indicative of movement between locations. Methods: We analysed thigh-worn activPAL3 data from 3545 participants in the age-46 sweep of the 1970 British Cohort Study (24,815 valid monitor-days). Event-based algorithms grouped upright events and classified them as an Ambulatory Task or Journey; linear models examined associations with sitting time and differences by sex and BMI. Results: Mean upright time averaged 6.50 h day−1; Ambulatory Tasks dominated (5.91 h; 90.6% of upright exposure), whereas Ambulatory Journeys contributed 0.61 h (9.4%). Each additional hour of Ambulatory Tasks corresponded to 0.61 h less sitting (β = −0.61 h; 95% CI: −0.63 to −0.61), while an extra hour of Ambulatory Journeys displaced only 0.04 h of sitting (β = −0.04 h; 95% CI: −0.044 to −0.039). Women accumulated significantly more time in Ambulatory Tasks and less sitting time than men. Both upright behaviours declined with increasing BMI. Conclusions: Ambulatory Tasks substantially replace sitting time, whereas Ambulatory Journeys leave sitting essentially unchanged. Interventions to displace sitting should concentrate on fostering frequent, brief, context-embedded tasks throughout the day. This novel framework yields interpretable, sensor-agnostic metrics to target behaviour change and standardise reporting of free-living mobility.

## Full-text entities

- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

5 figures with captions in the complete paper: https://tomesphere.com/paper/PMC13029900/full.md

## References

15 references — full list in the complete paper: https://tomesphere.com/paper/PMC13029900/full.md

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Source: https://tomesphere.com/paper/PMC13029900