Influence of Minimum-Duration Processing Settings on activPAL-Derived Sit-to-Stand Transitions and Sedentary Behavior Metrics in Free-Living Chronic Stroke Survivors: An Exploratory Pilot Study

Background and objective The activPAL monitor (PAL Technologies, Glasgow, UK) is widely used to assess posture, stepping activity, sit-to-stand transitions, and sedentary behavior. However, estimates derived from the same activPAL recording may vary according to the minimum-duration settings applied during data processing. Such processing-related differences may affect the interpretation of daily sit-to-stand frequency and sedentary interruption patterns. This exploratory pilot study examined whether processing identical free-living activPAL recordings using 2-second and 10-second minimum-duration settings produced different sit-to-stand, stepping, standing, and sedentary behavior outputs in chronic stroke survivors. Methods This study was an exploratory secondary analysis of free-living activPAL data from 12 chronic stroke survivors who were able to perform sit-to-stand transfers independently. Each raw activPAL4 recording was processed twice using PALbatch, the manufacturer-provided batch-processing software for activPAL data. In the 2-second condition, both the minimum upright period and the minimum non-upright period were set to 2 seconds. In the 10-second condition, both parameters were set to 10 seconds. The 10-second condition represented the default PALbatch setting, and all other processing settings were held constant between conditions. The primary outcome was the daily number of sit-to-stand transitions. Secondary outcomes were step count, stepping time, standing time, total sedentary time, and sedentary bout metrics. Participant-level averages across valid recording days were compared using the paired Wilcoxon signed-rank test. Secondary analyses were exploratory and were not adjusted for multiple comparisons. Results Daily sit-to-stand counts were higher in the 2-second condition than in the 10-second condition (52.8 ± 32.1 vs. 46.4 ± 28.2 transitions/day; mean paired difference, 6.4 transitions/day; p = 0.004). The number of sedentary bouts shorter than 30 minutes was also higher in the 2-second condition (p = 0.004). Differences in step count, stepping time, and standing time were small. Total sedentary time differed by 2.4 min/day (p = 0.035), whereas sedentary bouts lasting 30 minutes or longer showed little difference between conditions. Conclusions In this available-case sample, minimum-duration processing settings were primarily associated with differences in daily sit-to-stand counts and the number of short sedentary bouts. Differences in stepping-related outcomes, total sedentary time, and prolonged sedentary bout metrics were small. Because no direct observation or video-based criterion measure was available, the findings do not indicate which setting was more accurate. Instead, they show that processing settings can influence the operational definition and interpretation of activPAL-derived sit-to-stand and sedentary interruption outcomes. Researchers should report these settings explicitly and apply consistent processing rules when comparing groups, measurement occasions, or studies.