Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors.
BACKGROUND: Several studies have examined how the implementation of behavior change techniques (BCTs) varies between different activity trackers. However, activity trackers frequently allow tracking of activity, sleep, and sedentary behaviors; yet, it is unknown how the implementation of BCTs differ...
| Main Authors: | , , , , , , , |
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| Format: | Journal Article |
| Published: |
2017
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| Online Access: | http://hdl.handle.net/20.500.11937/72991 |
| _version_ | 1848762894933557248 |
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| author | Duncan, M. Murawski, B. Short, C. Rebar, Amanda Schoeppe, S. Alley, S. Vandelanotte, C. Kirwan, M. |
| author_facet | Duncan, M. Murawski, B. Short, C. Rebar, Amanda Schoeppe, S. Alley, S. Vandelanotte, C. Kirwan, M. |
| author_sort | Duncan, M. |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | BACKGROUND: Several studies have examined how the implementation of behavior change techniques (BCTs) varies between different activity trackers. However, activity trackers frequently allow tracking of activity, sleep, and sedentary behaviors; yet, it is unknown how the implementation of BCTs differs between these behaviors. OBJECTIVE: The aim of this study was to assess the number and type of BCTs that are implemented by wearable activity trackers (self-monitoring systems) in relation to activity, sleep, and sedentary behaviors and to determine whether the number and type of BCTs differ between behaviors. METHODS: Three self-monitoring systems (Fitbit [Charge HR], Garmin [Vivosmart], and Jawbone [UP3]) were each used for a 1-week period in August 2015. Each self-monitoring system was used by two of the authors (MJD and BM) concurrently. The Coventry, Aberdeen, and London-Refined (CALO-RE) taxonomy was used to assess the implementation of 40 BCTs in relation to activity, sleep, and sedentary behaviors. Discrepancies in ratings were resolved by discussion, and interrater agreement in the number of BCTs implemented was assessed using kappa statistics. RESULTS: Interrater agreement ranged from 0.64 to 1.00. From a possible range of 40 BCTs, the number of BCTs present for activity ranged from 19 (Garmin) to 33 (Jawbone), from 4 (Garmin) to 29 (Jawbone) for sleep, and 0 (Fitbit) to 10 (Garmin) for sedentary behavior. The average number of BCTs implemented was greatest for activity (n=26) and smaller for sleep (n=14) and sedentary behavior (n=6). CONCLUSIONS: The number and type of BCTs implemented varied between each of the systems and between activity, sleep, and sedentary behaviors. This provides an indication of the potential of these systems to change these behaviors, but the long-term effectiveness of these systems to change activity, sleep, and sedentary behaviors remains unknown. |
| first_indexed | 2025-11-14T10:54:49Z |
| format | Journal Article |
| id | curtin-20.500.11937-72991 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| last_indexed | 2025-11-14T10:54:49Z |
| publishDate | 2017 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-729912018-12-13T09:33:20Z Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. Duncan, M. Murawski, B. Short, C. Rebar, Amanda Schoeppe, S. Alley, S. Vandelanotte, C. Kirwan, M. BACKGROUND: Several studies have examined how the implementation of behavior change techniques (BCTs) varies between different activity trackers. However, activity trackers frequently allow tracking of activity, sleep, and sedentary behaviors; yet, it is unknown how the implementation of BCTs differs between these behaviors. OBJECTIVE: The aim of this study was to assess the number and type of BCTs that are implemented by wearable activity trackers (self-monitoring systems) in relation to activity, sleep, and sedentary behaviors and to determine whether the number and type of BCTs differ between behaviors. METHODS: Three self-monitoring systems (Fitbit [Charge HR], Garmin [Vivosmart], and Jawbone [UP3]) were each used for a 1-week period in August 2015. Each self-monitoring system was used by two of the authors (MJD and BM) concurrently. The Coventry, Aberdeen, and London-Refined (CALO-RE) taxonomy was used to assess the implementation of 40 BCTs in relation to activity, sleep, and sedentary behaviors. Discrepancies in ratings were resolved by discussion, and interrater agreement in the number of BCTs implemented was assessed using kappa statistics. RESULTS: Interrater agreement ranged from 0.64 to 1.00. From a possible range of 40 BCTs, the number of BCTs present for activity ranged from 19 (Garmin) to 33 (Jawbone), from 4 (Garmin) to 29 (Jawbone) for sleep, and 0 (Fitbit) to 10 (Garmin) for sedentary behavior. The average number of BCTs implemented was greatest for activity (n=26) and smaller for sleep (n=14) and sedentary behavior (n=6). CONCLUSIONS: The number and type of BCTs implemented varied between each of the systems and between activity, sleep, and sedentary behaviors. This provides an indication of the potential of these systems to change these behaviors, but the long-term effectiveness of these systems to change activity, sleep, and sedentary behaviors remains unknown. 2017 Journal Article http://hdl.handle.net/20.500.11937/72991 10.2196/ijmr.6685 restricted |
| spellingShingle | Duncan, M. Murawski, B. Short, C. Rebar, Amanda Schoeppe, S. Alley, S. Vandelanotte, C. Kirwan, M. Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. |
| title | Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. |
| title_full | Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. |
| title_fullStr | Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. |
| title_full_unstemmed | Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. |
| title_short | Activity Trackers Implement Different Behavior Change Techniques for Activity, Sleep, and Sedentary Behaviors. |
| title_sort | activity trackers implement different behavior change techniques for activity, sleep, and sedentary behaviors. |
| url | http://hdl.handle.net/20.500.11937/72991 |