TY - JOUR
T1 - Daylight saving time as a potential public health intervention: An observational study of evening daylight and objectively-measured physical activity among 23,000 children from 9 countries
AU - Goodman, Anna
AU - Page, Angie
AU - Cooper, Ashley
AU - Kordas, Katarzyna
AU - DAVEY, Rachel
AU - Pate, Russell
AU - Salmon, Jo
AU - Andersen, Lars
AU - Froberg, Karsten
AU - Sardinha, Luis
AU - Anderssen, Sigmund
AU - Timperio, Anna
AU - Janz, Kathleen
AU - Kreimler, S
AU - Hallal, Pedro
AU - Van Sluijs, Esther
AU - Sutton, G
AU - Ekelund, Ulf
AU - Sherar, Lauren
N1 - Funding Information:
Funding for the ICAD study was provided by the UK National Prevention Research Initiative (NPRI; http://www.npri.org.uk). Funding partners are: British Heart Foundation; Cancer Research UK; Department of Health; Diabetes UK; Economic and Social Research Council; Medical Research Council; Research and Development Office for the Northern Ireland Health and Social Services; Chief Scientist Office, Scottish Executive Health Department; The Stroke Association; Welsh Assembly Government and World Cancer Research Fund. AG contributed to this project while funded by a post-doctoral fellowship from the National Institute of Health Research (NIHR). AC is supported by the NIHR Bristol Nutrition Biomedical Research Unit based at University Hospitals Bristol NHS Foundation Trust and the University of Bristol. The views expressed in this paper are those of the authors and not necessarily those of the NHS, the NIHR, Department of Health or of the other study funders. The members of the ICAD steering committee are Prof. A. R. Cooper, Prof. U. Ekelund, Dr. L. Sherar, Dr D. Esliger, Dr A. S. Page and Dr E. van Sluijs. Contributors of data to the International Children’s Accelerometry Database (ICAD) studies used in this paper are: Dr. K. Kordas, Avon Longitudinal Study of Parents and Children (ALSPAC) (kasia.kordas@bristol.ac.uk); Dr. R. Davey, Children’s Health and Activity Monitoring for Schools (CHAMPS UK) (rachel.davey@canberra.edu.au); Prof. R.R. Pate, Physical Activity in Pre-school Children; Trial of Activity for Adolescent Girls (TAAG) (rpate@mailbox.sc.edu); Prof. J. Salmon, Children Living in Active Neighbourhoods (CLAN) (jo.salmon@deakin.edu.au); Prof. L. B. Andersen, Copenhagen School Child Intervention Study (CSCIS) (lboandersen@health.sdu.dk); Dr. K. Froberg, European Youth Heart Study (EYHS), Denmark, Estonia (kfroberg@health.sdu.dk); Prof. L. Sardinha, EYHS, Portugal (lsardinha@fmh.utl.pt); Prof. S. Anderssen, EYHS, Norway (s.a.anderssen@nih.no); Dr. A. Timperio, Healthy Eating and Play Study (HEAPS) (anna.timperio@deakin.edu.au); Prof. K.F. Janz, Iowa Bone Development Study (kathleen-janz@uiowa.edu); Dr. S. Kreimler, Kinder-Sportstudie (KISS) (susi.kriemler@unibas.ch); Prof. A.R. Cooper, Personal and Environmental Associations with Children’s Health (PEACH) (ashley.cooper@bristol.ac.uk); Dr. P. Hallal, 1993 Pelotas Birth Cohort (prchallal@gmail.com); Dr E. van Sluijs, Sport, Physical activity and Eating behaviour: Environmental Determinants in Young people (SPEEDY) (esther.vansluijs@mrc-epid.cam.ac.uk). Many thanks to Dr. G. P. Sutton for help with using Mathematica, and to Prof. U. Ekelund, Dr. L. Sherar, Prof. J. Salmon and Dr. E. van Sluijs for comments on draft versions of this paper.
Publisher Copyright:
© 2014 applies to the data made available in this article, unless otherwise stated.
PY - 2014
Y1 - 2014
N2 - Background: It has been proposed that introducing daylight saving measures could increase childrens physical activity, but there exists little research on this issue. This study therefore examined associations between time of sunset and activity levels, including using the bi-annual changing of the clocks as a natural experiment. Methods: 23,188 children aged 5-16 years from 15 studies in nine countries were brought together in the International Childrens Accelerometry Database. 439 of these children were of particular interest for our analyses as they contributed data both immediately before and after the clocks changed. All children provided objectively-measured physical activity data from Actigraph accelerometers, and we used their average physical activity level (accelerometer counts per minute) as our primary outcome. Date of accelerometer data collection was matched to time of sunset, and to weather characteristics including daily precipitation, humidity, wind speed and temperature. Results: Adjusting for child and weather covariates, we found that longer evening daylight was independently associated with a small increase in daily physical activity. Consistent with a causal interpretation, the magnitude of these associations was largest in the late afternoon and early evening and these associations were also evident when comparing the same child just before and just after the clocks changed. These associations were, however, only consistently observed in the five mainland European, four English and two Australian samples (adjusted, pooled effect sizes 0.03-0.07 standard deviations per hour of additional evening daylight). In some settings there was some evidence of larger associations between daylength and physical activity in boys. There was no evidence of interactions with weight status or maternal education, and inconsistent findings for interactions with age. Conclusions: In Europe and Australia, evening daylight seems to play a causal role in increasing childrens activity in a relatively equitable manner. Although the average increase in activity is small in absolute terms, these increases apply across all children in a population. Moreover, these small effect sizes actually compare relatively favourably with the typical effect of intensive, individual-level interventions. We therefore conclude that, by shifting the physical activity mean of the entire population, the introduction of additional daylight saving measures could yield worthwhile public health benefits.
AB - Background: It has been proposed that introducing daylight saving measures could increase childrens physical activity, but there exists little research on this issue. This study therefore examined associations between time of sunset and activity levels, including using the bi-annual changing of the clocks as a natural experiment. Methods: 23,188 children aged 5-16 years from 15 studies in nine countries were brought together in the International Childrens Accelerometry Database. 439 of these children were of particular interest for our analyses as they contributed data both immediately before and after the clocks changed. All children provided objectively-measured physical activity data from Actigraph accelerometers, and we used their average physical activity level (accelerometer counts per minute) as our primary outcome. Date of accelerometer data collection was matched to time of sunset, and to weather characteristics including daily precipitation, humidity, wind speed and temperature. Results: Adjusting for child and weather covariates, we found that longer evening daylight was independently associated with a small increase in daily physical activity. Consistent with a causal interpretation, the magnitude of these associations was largest in the late afternoon and early evening and these associations were also evident when comparing the same child just before and just after the clocks changed. These associations were, however, only consistently observed in the five mainland European, four English and two Australian samples (adjusted, pooled effect sizes 0.03-0.07 standard deviations per hour of additional evening daylight). In some settings there was some evidence of larger associations between daylength and physical activity in boys. There was no evidence of interactions with weight status or maternal education, and inconsistent findings for interactions with age. Conclusions: In Europe and Australia, evening daylight seems to play a causal role in increasing childrens activity in a relatively equitable manner. Although the average increase in activity is small in absolute terms, these increases apply across all children in a population. Moreover, these small effect sizes actually compare relatively favourably with the typical effect of intensive, individual-level interventions. We therefore conclude that, by shifting the physical activity mean of the entire population, the introduction of additional daylight saving measures could yield worthwhile public health benefits.
KW - Adolescent
KW - Child
KW - Day length
KW - Physical activity
KW - Seasons
KW - Public Health
KW - Body Weight
KW - Cross-Sectional Studies
KW - Play and Playthings
KW - Humans
KW - Child, Preschool
KW - Male
KW - Photoperiod
KW - Motor Activity
KW - Socioeconomic Factors
KW - Activities of Daily Living
KW - Female
KW - Accelerometry
UR - http://www.scopus.com/inward/record.url?scp=84908405780&partnerID=8YFLogxK
UR - http://www.mendeley.com/research/daylight-saving-time-potential-public-health-intervention-observational-study-evening-daylight-objec
U2 - 10.1186/1479-5868-11-84
DO - 10.1186/1479-5868-11-84
M3 - Article
C2 - 25341643
SN - 2202-4433
VL - 11
SP - 1
EP - 9
JO - JBI database of systematic reviews and implementation reports
JF - JBI database of systematic reviews and implementation reports
IS - 1
M1 - 84
ER -