Daily School Physical Activity Is Associated with Higher Level of Physical Activity Independently of Other Socioecological Factors
Abstract
1. Introduction
2. Material and Method
2.1. Study Participants
2.2. The Intervention
2.3. Measurements and Procedures
2.4. Data Analysis
3. Results
4. Discussion
Author Contributions
Funding
Conflicts of Interest
Appendix A
Factor included in the Model | Query Formulation in Questionnaire | Comment |
---|---|---|
Sex | Boy or girl? | |
Age | Date of birth | |
Relative age | Date of birth | We divided the answers into born during January–June or July–December. |
Children’s screen time activity (h/week) | How many hours per day do you spend in front of the TV or computer? (h/day) | Answers were transformed to h/week. We then categorized children above/below median (14 h/week). Missing values were categorized as “unknown”. |
Parental educational level | What is your mother/father’s highest educational level?
| The mother and father answered these questions separately and chose one of the three answer options. We categorized the answers to:
|
Parental attitude towards physical activity | In our family, it is important to exercise
| The mother and father answered this question separately and chose one of the three answer options. We categorized the answers into:
|
Parental physical activity levels (h/week) | How many hours per week is your mother/father physically active during leisure time with, for example, cycling or other sports? | The mother and father answered this question separately. Thereafter a mean value of mothers and fathers PA (h/week) was calculated. If only one parent answered, we used this answer as the mean value for both parents (n = 6). |
Siblings | Do you have any siblings?
| We categorized the answers into:
|
Daily School PA | Children were categorized to (i) intervention or (ii) control, depending on which school they attended. | |
Home | How do you live?
| We categorized the answers into
|
References
- Ames, F.; Sallis, F.B.; Guthold, R.; Heath, G.W.; Inoue, S.; Kelly, P.; Oyeyemi, A.L.; Perez, L.G.; Richards, J.A.; Hallal, P.C. Physical Activity 2016: Progress and Challenges Progress in physical activity over the Olympic quadrennium. Lancet 2016, 388, 1325–1336. [Google Scholar]
- Physical Activity Guidelines Advisory Committee report, 2008. To the Secretary of Health and Human Services. Part A: Executive summary. Nutr. Rev. 2009, 67, 114–120. [Google Scholar] [CrossRef] [PubMed]
- Raustorp, A.; Ekroth, Y. Tracking of Pedometer-Determined Physical Activity: A 10-Year Follow-Up Study from Adolescence to Adulthood in Sweden. J. Phys. Act. Health 2013, 10, 1186–1192. [Google Scholar] [CrossRef]
- Telama, R.; Yang, X.; Leskinen, E.; Kankaanpaa, A.; Hirvensalo, M.; Tammelin, T.; Viikari, J.S.; Raitakari, O.T. Tracking of physical activity from early childhood through youth into adulthood. Med. Sci. Sports Exerc. 2014, 46, 955–962. [Google Scholar] [CrossRef]
- Durstine, J.L.; Gordon, B.; Wang, Z.; Luo, X. Chronic disease and the link to physical activity. J. Sport Health Sci. 2013, 2, 3–11. [Google Scholar] [CrossRef]
- Cronholm, F.; Rosengren, B.E.; Karlsson, C.; Karlsson, M.K. A Physical Activity Intervention Program in School is Also Accompanied by Higher Leisure-Time Physical Activity: A Prospective Controlled 3-Year Study in 194 Prepubertal Children. J. Phys. Act. Health 2017, 14, 301–307. [Google Scholar] [CrossRef]
- Lahti, A.; Rosengren, B.E.; Nilsson, J.-Å.; Karlsson, C.; Karlsson, M.K. Long-term effects of daily physical education throughout compulsory school on duration of physical activity in young adulthood: An 11-year prospective controlled study. BMJ Open Sport Amp. Exerc. Med. 2018, 4. [Google Scholar] [CrossRef]
- Skolverket [Swedish National Agency for Education]. Timplan för Grundskolan [Timetable for Compulsory School]. Available online: https://www.skolverket.se/undervisning/grundskolan/laroplan-och-kursplaner-for-grundskolan/timplan-for-grundskolan (accessed on 8 February 2007).
- Dale, D.; Corbin, C.B.; Dale, K.S. Restricting opportunities to be active during school time: Do children compensate by increasing physical activity levels after school? Res. Q. Exerc. Sport 2000, 71, 240–248. [Google Scholar] [CrossRef]
- Sallis, J.F.; Owen, N.; Fisher, E.B. Ecological Models of Health Behavior; Jossey-Bass: San Francisco, CA, USA, 2008. [Google Scholar]
- Sallis, J.F.; Prochaska, J.J.; Taylor, W.C. A review of correlates of physical activity of children and adolescents. Med. Sci. Sports Exerc. 2000, 32, 963–975. [Google Scholar] [CrossRef]
- Brown, H.E.; Atkin, A.J.; Panter, J.; Wong, G.; Chinapaw, M.J.M.; van Sluijs, E.M.F. Family-based interventions to increase physical activity in children: A systematic review, meta-analysis and realist synthesis. Obes. Rev. 2016, 17, 345–360. [Google Scholar] [CrossRef] [PubMed]
- Chin, J.J.; Ludwig, D. Increasing Children’s Physical Activity During School Recess Periods. Am. J. Public Health 2014, 104, S208–S213. [Google Scholar] [CrossRef] [PubMed]
- Mendoza, J.A.; Watson, K.; Nguyen, N.; Cerin, E.; Baranowski, T.; Nicklas, T.A. Active commuting to school and association with physical activity and adiposity among US youth. J. Phys. Act. Health 2011, 8, 488–495. [Google Scholar] [CrossRef] [PubMed]
- Kriemler, S.; Meyer, U.; Martin, E.; van Sluijs, E.M.F.; Andersen, L.B.; Martin, B.W. Effect of school-based interventions on physical activity and fitness in children and adolescents: A review of reviews and systematic update. Br. J. Sports Med. 2011, 45, 923–930. [Google Scholar] [CrossRef]
- Cöster, M.E.; Fritz, J.; Nilsson, J.-Å.; Karlsson, C.; Rosengren, B.E.; Dencker, M.; Karlsson, M.K. How does a physical activity programme in elementary school affect fracture risk? A prospective controlled intervention study in Malmo, Sweden. BMJ Open 2017, 7, e012513. [Google Scholar] [CrossRef]
- Dencker, M.; Thorsson, O.; Karlsson, M.K.; Linden, C.; Wollmer, P.; Andersen, L.B. Daily physical activity related to aerobic fitness and body fat in an urban sample of children. Scand. J. Med. Sci. Sports 2008, 18, 728–735. [Google Scholar] [CrossRef]
- Dencker, M.; Thorsson, O.; Karlsson, M.K.; Linden, C.; Eiberg, S.; Wollmer, P.; Andersen, L.B. Daily physical activity related to body fat in children aged 8-11 years. J. Pediatrics 2006, 149, 38–42. [Google Scholar] [CrossRef]
- Trost, S.G.; Loprinzi, P.D.; Moore, R.; Pfeiffer, K.A. Comparison of accelerometer cut points for predicting activity intensity in youth. Med. Sci. Sports Exerc. 2011, 43, 1360–1368. [Google Scholar] [CrossRef]
- Evenson, K.R.; Catellier, D.J.; Gill, K.; Ondrak, K.S.; McMurray, R.G. Calibration of two objective measures of physical activity for children. J. Sports Sci. 2008, 26, 1557–1565. [Google Scholar] [CrossRef]
- Elena, S.; Sebastian, L.; Ulla, W. Correlates of physical activity of children and adolescents: A systematic review of reviews. Health Educ. J. 2013, 73, 72–89. [Google Scholar]
- Wilkie, H.J.; Standage, M.; Gillison, F.B.; Cumming, S.P.; Katzmarzyk, P.T. Correlates of intensity-specific physical activity in children aged 9–11 years: A multilevel analysis of UK data from the International Study of Childhood Obesity, Lifestyle and the Environment. BMJ Open 2018, 8, e018373. [Google Scholar] [CrossRef]
- Van Der Horst, K.; Paw, M.J.; Twisk, J.W.; Van Mechelen, W. A brief review on correlates of physical activity and sedentariness in youth. Med. Sci. Sports Exerc. 2007, 39, 1241–1250. [Google Scholar] [CrossRef] [PubMed]
- Dencker, M.; Bugge, A.; Hermansen, B.; Andersen, L.B. Objectively measured daily physical activity related to aerobic fitness in young children. J. Sports Sci. 2010, 28, 139–145. [Google Scholar] [CrossRef]
- Fritz, J. Physical Activity During Growth. Effects on Bone, Muscle, Fracture Risk and Academic Performance. Ph.D. Thesis, Lunds University, Faculty of Medicine, Lund, Sweden, 2017. [Google Scholar]
- Dobbins, M.; Husson, H.; DeCorby, K.; LaRocca, R.L. School-based physical activity programs for promoting physical activity and fitness in children and adolescents aged 6 to 18. Cochrane Database Syst. Rev. 2013, 2, 1465–1858. [Google Scholar] [CrossRef]
- Idrotten och (o)jämlikheten—I medlemmarnas eller samhällets intresse? Available online: https://centrumforidrottsforskning.se/wp-content/uploads/2019/05/Idrotten-och-ojamlikheten-medlemmarnas-eller-samhallets-intresse.pdf (accessed on 8 February 2007).
- Telama, R. Tracking of physical activity from childhood to adulthood: A review. Obes Facts 2009, 2, 187–195. [Google Scholar] [CrossRef] [PubMed]
- Ding, D.; Lawson, K.D.; Kolbe-Alexander, T.L.; Finkelstein, E.A.; Katzmarzyk, P.T.; van Mechelen, W.; Pratt, M. The economic burden of physical inactivity: A global analysis of major non-communicable diseases. Lancet 2016, 388, 1311–1324. [Google Scholar] [CrossRef]
- Cooper, A.R.; Goodman, A.; Page, A.S.; Sherar, L.B.; Esliger, D.W.; van Sluijs, E.M.; Andersen, L.B.; Anderssen, S.; Cardon, G.; Davey, R.; et al. Objectively measured physical activity and sedentary time in youth: The International children’s accelerometry database (ICAD). Int. J. Behav. Nutr. Phys. Act. 2015, 12, 113. [Google Scholar] [CrossRef] [PubMed]
- Tanner, J.M.; Whitehouse, R.H. Clinical longitudinal standards for height, weight, height velocity, weight velocity, and stages of puberty. Arch. Dis. Child. 1976, 51, 170–179. [Google Scholar] [CrossRef]
- Wrang, C.M.; Rossing, N.N.; Diernæs, R.M.; Hansen, C.G.; Dalgaard-Hansen, C.; Karbing, D.S. Relative Age Effect and the Re-Selection of Danish Male Handball Players for National Teams. J. Hum. Kinet. 2018, 63, 33–41. [Google Scholar] [CrossRef]
- Lahti, A.; Rosengren, E.B.; Nilsson, J.-Å.; Peterson, T.; Karlsson, K.M. Age, gender and family-related factors were the most important socio-ecological associations with physical activity in children with a mean age of eight. Acta Paediatr. 2019, 109, 853–854. [Google Scholar] [CrossRef]
- Pearson, N.; Braithwaite, R.E.; Biddle, S.J.H.; Sluijs, E.M.F.; Atkin, A.J. Associations between sedentary behaviour and physical activity in children and adolescents: A meta-analysis. Obes. Rev. 2014, 15, 666–675. [Google Scholar] [CrossRef]
- Cureau, F.V.; Ekelund, U.; Bloch, K.V.; Schaan, B.D. Does body mass index modify the association between physical activity and screen time with cardiometabolic risk factors in adolescents? Findings from a country-wide survey. Int. J. Obes. 2017, 41, 551–559. [Google Scholar] [CrossRef] [PubMed]
- Keane, E.; Li, X.; Harrington, J.M.; Fitzgerald, A.P.; Perry, I.J.; Kearney, P.M. Physical Activity, Sedentary Behavior and the Risk of Overweight and Obesity in School-Aged Children. Pediatric Exerc. Sci. 2017, 29, 408–418. [Google Scholar] [CrossRef] [PubMed]
- Trost, S.G.; Pate, R.R.; Freedson, P.S.; Sallis, J.F.; Taylor, W.C. Using objective physical activity measures with youth: How many days of monitoring are needed? Med. Sci. Sports Exerc. 2000, 32, 426–431. [Google Scholar] [CrossRef] [PubMed]
40 min Daily School PA (Intervention) | 60 min School PA/Week (Control) | |||
---|---|---|---|---|
Boys (n = 70) | Girls (n = 43) | Boys (n = 50) | Girls (n = 46) | |
Physical Activity | ||||
General physical activity (cpm) | 757.2 ± 257.4 | 649.7 ± 193.0 | 711.7 ± 186.5 | 587.9 ± 116.4 |
Biologial Factors | ||||
Age | 9.7 ± 0.6 | 9.7 ± 0.6 | 9.9 ± 0.6 | 9.9 ± 0.6 |
Body height (cm) | 140.3 ± 6.8 | 139.5 ± 7.4 | 140.7 ± 7.2 | 140.3 ± 8.6 |
Body weight (kg) | 35.3 ± 8.2 | 34.9 ± 8.0 | 33.8 ± 7.1 | 33.7 ± 7.2 |
Body mass index (kg/m2) | 17.8 ± 3.2 | 17.8 ± 3.3 | 17.0 ± 2.5 | 17.0 ± 2.2 |
Fat mass (% of whole body) | 18.2 ± 10.3 | 24.6 ± 9.8 | 15.9 ± 7.3 | 21.2 ± 8.0 |
Lean mass (% of whole body) | 78.0 ± 10.1 | 71.8 ± 9.4 | 80.2 ± 7.1 | 75.0 ± 7.7 |
Born during January–June n (%) | 30 (43) | 19 (44) | 22 (44) | 18 (39) |
Social Factors | ||||
Child spend more than 14 h/week on sedentary activity, n (%) | 46 (66) | 19 (44) | 32 (64) | 28 (61) |
Having minimum one parent with university degree, n (%) | 45 (64) | 33 (77) | 31 (62) | 31 (67) |
Having minimum one parent that totally agree that exercise is important, n (%) | 44 (63) | 21 (49) | 31 (62) | 33 (71) |
Parental duration of PA (h/week) | 2.9 ± 2.2 | 2.7 ± 2.2 | 3.1 ± 2.4 | 2.2 ± 1.2 |
Have sibling member of a sport association, n (%) | 44 (63) | 25 (58) | 22 (44) | 29 (63) |
Environmental Factors | ||||
Living in a house, n (%) | 66 (94) | 39 (91) | 20 (40) | 18 (40) |
Descriptive Statistics | Regression Coefficient (95%CI) Unadjusted | Regression Coefficient (95%CI) Adjusted | |
---|---|---|---|
Biological Factors | |||
Male sex, n (%) | 120 (57) | Reference | Reference |
Female sex, n (%) | 89 (43) | − 120.5 (−176.7, −64.3) *** | −66.1 (−122.9, −9.3) * |
Age, years ± SD | 9.8 ± 0.6 | −13.4 (−60.2, 33.3) | −54.8 (−108.2, −1,4) * |
Born January–June, n (%) | 89 (43) | Reference | Reference |
Born July–December, n (%) | 120 (57) | −1.7 (−60.3, 56.9) | 13.9 (−43.5, 71.3) |
Body height, cm ± SD¤ | 140.2 ± 7.4 | 19 (−20.0, 58.1) | 69.0 (24.6, 113,3) ** |
Fat mass, % of whole body ± SD | 19.6 ± 9.5 | −7.5 (−10.4, −4.7) *** | −55.1 (−157.4, 47.2) |
Lean mass, % of whole body ± SD | 76.6 ± 9.3 | 7.7 (4.7, 10.6)*** | −48.8 (−154.2, 56.5) |
Social Factors | |||
Child spend more than 14 h/week on sedentary activity, n (%) | 125 (60) | Reference | Reference |
Child spend less than 14 h/week on sedentary activity, n (%) | 69 (33) | 44.9 (−17.6, 107.5) | 39.5 (−16.8, 95.7) |
Unknown, n (%) | 15 (7) | −27.6 (−141.6, 86.4) | 30.6 (−75,4, 136.6) |
Having minimum one parent with university degree, n (%) | 140 (67) | Reference | Reference |
Having no parent with university degree, n (%) | 69 (33) | 58.1 (−3.0, 119.2) | 43.7 (−12.5, 99.8) |
No parent totally agree that exercise is important, n (%) | 65 (31) | Reference | Reference |
Minimum one parent that totally agree that exercise is important, n (%) | 129 (62) | 58.3 (−4.5, 121.0) | 46.1 (−14.1, 106.3) |
Unknown, n (%) | 15 (7) | −72.0 (−190.2, 46.2) | −79.2 (−189.3, 30.8) |
Parental duration of PA (h/week ± SD) | 2.7 ± 2.1 | 14.4 (0.6, 28.1) * | 10.3 (−2.4, 23.1) |
Have no sibling, n (%) | 89 (43) | Reference | Reference |
Have sibling member of a sport association, n (%) | 120 (57) | 55.0 (−3.1, 113.1) | 9.0 (−49.8, 67.8) |
Environmental Factors | |||
Have 60 min school PA/week, n (%) | 96 (46) | Reference | Reference |
Have 40 min daily school PA, n (%) | 113 (54) | 63.9 (6.5, 121.4) * | 81.8 (15.7, 147.8) * |
Living in an apartment, n (%) | 66 (32) | Reference | Reference |
Living in a house, n (%) | 143 (68) | 54.4 (−7.5, 116.2) | −21.6 (−92.2, 49.1) |
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Lahti, A.; Rosengren, B.; Nilsson, J.-Å.; Dencker, M.; Karlsson, M. Daily School Physical Activity Is Associated with Higher Level of Physical Activity Independently of Other Socioecological Factors. Sports 2020, 8, 105. https://doi.org/10.3390/sports8080105
Lahti A, Rosengren B, Nilsson J-Å, Dencker M, Karlsson M. Daily School Physical Activity Is Associated with Higher Level of Physical Activity Independently of Other Socioecological Factors. Sports. 2020; 8(8):105. https://doi.org/10.3390/sports8080105
Chicago/Turabian StyleLahti, Amanda, Björn Rosengren, Jan-Åke Nilsson, Magnus Dencker, and Magnus Karlsson. 2020. "Daily School Physical Activity Is Associated with Higher Level of Physical Activity Independently of Other Socioecological Factors" Sports 8, no. 8: 105. https://doi.org/10.3390/sports8080105
APA StyleLahti, A., Rosengren, B., Nilsson, J.-Å., Dencker, M., & Karlsson, M. (2020). Daily School Physical Activity Is Associated with Higher Level of Physical Activity Independently of Other Socioecological Factors. Sports, 8(8), 105. https://doi.org/10.3390/sports8080105