Clusters of Adolescent Physical Activity Tracker Patterns and Their Associations With Physical Activity Behaviors in Finland and Ireland : Cross-Sectional Study
Ng, K., Kokko, S., Tammelin, T., Kallio, J., Belton, S., O'Brien, W., Murphy, M., Powell, C., & Woods, C. (2020). Clusters of Adolescent Physical Activity Tracker Patterns and Their Associations With Physical Activity Behaviors in Finland and Ireland : Cross-Sectional Study. Journal of Medical Internet Research, 22(9), Article e18509. https://doi.org/10.2196/18509
Julkaistu sarjassa
Journal of Medical Internet ResearchTekijät
Ng, Kwok |
Päivämäärä
2020Tekijänoikeudet
© Kwok Ng, Sami Kokko, Tuija Tammelin, Jouni Kallio, Sarahjane Belton, Wesley O'Brien, Marie Murphy, Cormac Powell, Catherine Woods. Originally published in the Journal of Medical Internet Research (http://www.jmir.org), 01.09.2020.
Background:
Physical activity trackers (PATs), such as applications (Apps) and wearable devices (e.g. sport watches and heart rate monitors), are increasingly being used by young adolescents. Despite the potential to monitor and improve moderate-to-vigorous physical activity (MVPA) behaviours, there is a lack of research that confirms an association between PATs ownership or use, and physical activity (PA) behaviours at a population level.
Objective:
The purpose of this study was to examine ownership and use of PATs in youth, and the associations with PA behaviours including daily MVPA, sport club membership and active travel, in two nationally representative samples of young adolescent males and females in Finland and Ireland.
Methods:
Comparable data were gathered in the Finnish School-aged Physical Activity (F-SPA 2018; n=3311) and the Irish Children’s Sport Participation and Physical Activity (CSPPA 2018; n=4797) studies. A cluster analysis was performed to obtain the patterns of PAT ownership and usage by adolescents (age 11y –15y). Four similar clusters were identified across Finnish and Irish adolescents: 1) no PAT, 2) PAT owners, 3) Apps users, and 4) wearable device users. Adjusted binary logistic regression analyses were used to evaluate how PATs clusters were associated with PA behaviours, including daily MVPA, membership of sport clubs and active travel, after stratification by gender.
Results:
The amount of Apps ownership among Finnish adolescents (61.5%) was almost double that of their Irish counterparts (36.2%). Apps and wearable device users were, respectively, more likely to take part in daily MVPA (males: OR=1.27, CI=1.04-1.55; OR=1.83, CI=1.49-2.23; females: OR=1.49, CI=1.20-1.85; OR=2.25, CI=1.80-2.82), be members of sport clubs (males: OR=1.37, CI=1.15-1.62; OR=1.88, 1.55-2.28; females: OR=1.25, CI=1.07-1.50; OR=2.07, CI=1.71-2.52), compared to no PAT cluster, after adjusting for country, age, family affluence and disabilities. Significant associations were observed between male wearable device users and taking part in active travel behaviours (OR=1.39, CI=1.04-1.86).
Conclusions:
Although Finnish adolescents report more ownership of PAT than Irish adolescents, the patterns of use and ownership remain similar. PA behaviours were positively associated with wearable devices users and Apps users. These findings were similar between males and females. Given the cross-sectional nature of this data, the relationship between using Apps or wearable devices and enhancing PA behaviours remains unclear. Clinical Trial: Not necessary
...
Julkaisija
JMIR PublicationsISSN Hae Julkaisufoorumista
1439-4456Asiasanat
Julkaisu tutkimustietojärjestelmässä
https://converis.jyu.fi/converis/portal/detail/Publication/41615480
Metadata
Näytä kaikki kuvailutiedotKokoelmat
- Liikuntatieteiden tiedekunta [3120]
Rahoittaja(t)
Opetus- ja kulttuuriministeriöRahoitusohjelmat(t)
MuutLisätietoja rahoituksesta
F-SPA and CSPPA study research teams involved in the data collection. Data collection of F-SPA 2018 was funded from Ministry of Education and Culture (grant number: OKM/23/626/2018) involving researchers from University of Jyvaskyla, LIKES research centre for physical activity, and UKK institute. The CSPPA 2018 study was funded by Sport Ireland – Department of Transport Tourism and Sport, Healthy Ireland – Department of Health and Sport Northern Ireland involving researchers from the University of Limerick, University College Cork, Dublin City University and Ulster University. ...Lisenssi
Samankaltainen aineisto
Näytetään aineistoja, joilla on samankaltainen nimeke tai asiasanat.
-
Ownership and use of commercial physical activity trackers among Finnish adolescents : Cross-sectional study
Ng, Kwok; Tynjälä, Jorma; Kokko, Sami (JMIR Publications Inc., 2017)Background: Mobile phone apps for monitoring and promoting physical activity (PA) are extremely popular among adults. Devices, such as heart rate monitors or sports watches (HRMs/SWs) that work with these apps are at ... -
Associations between screen-time media use, physical activity, and positive and negative mental health outcomes among adolescents in Ireland : a cross-sectional study
Forte, Chloe; Biddle, Stuart, J. H.; Hallgren, Mats; Woods, Catherine B.; Herring, Matthew P. (Oxford University Press (OUP), 2023)Purpose Understanding the individual and joint associations of positive and negative mental health with screen-time and physical activity (PA) among adolescents is essential to develop enhanced guidance for prevention ... -
Revisiting the cross‐sectional and prospective association of physical activity with body composition and physical fitness in preschoolers : A compositional data approach
Migueles, Jairo H.; Delisle Nyström, Christine; Leppänen, Marja H.; Henriksson, Pontus; Löf, Marie (Wiley, 2022)Background Information is limited for the benefits of physical activity (PA) in preschoolers. Previous research using accelerometer-assessed PA may be affected for multicollinearity issues. Objectives This study ... -
The Associations between Physical Activity and Body-Esteem in 15-Year-Old Adolescents : A Cross-Sectional Study from Finland
Ojala, Kristiina; Huotari, Pertti; Villberg, Jari; Tynjälä, Jorma (Ubiquity Press, Ltd., 2021)Purpose: Physical activity promotes a positive physical self-image, but less is known about whether the positive effect covers the general self-evaluation of adolescent appearance. This study aimed to further explore the ... -
Physical activity, physical fitness and self-rated health : cross-sectional and longitudinal associations in adolescents
Joensuu, Laura; Tammelin, Tuija H.; Syväoja, Heidi J.; Barker, Alan R.; Parkkari, Jari; Kujala, Urho M. (BMJ Publishing Group, 2024)Objectives To evaluate the independent associations of physical activity and physical fitness with self-rated health in adolescents. Methods Data from a 2-year observational study (2013–2015) were used (n=256, 58% ...
Ellei toisin mainittu, julkisesti saatavilla olevia JYX-metatietoja (poislukien tiivistelmät) saa vapaasti uudelleenkäyttää CC0-lisenssillä.