Ecological correlates of activity-related behavior typologies among adolescents

Journal article

Parker, Kate E., Salmon, Jo, Villanueva, Karen, Mavoa, Suzanne, Veitch, Jenny, Brown, Helen L. and Timperio, Anna. (2019). Ecological correlates of activity-related behavior typologies among adolescents. BMC Public Health. 19(1), p. Article: 1041. https://doi.org/10.1186/s12889-019-7386-9
AuthorsParker, Kate E., Salmon, Jo, Villanueva, Karen, Mavoa, Suzanne, Veitch, Jenny, Brown, Helen L. and Timperio, Anna
Abstract

Background
Adolescents engage in various combinations (typologies) of physical activity and sedentary behaviors, which impact their health and wellbeing in different ways. As such, there is a need to understand the factors that may inhibit or facilitate engagement in combinations of activity-related behaviors to help inform effective intervention strategies targeting those most in need. The aim of this study was to identify ecological correlates of adolescent physical activity and sedentary behavior typologies.

Methods
Cross-sectional study of 473 adolescents (15.0 ± 1.6 years, 41.4% boys) from 18 secondary schools in Melbourne, Australia. Intrapersonal, interpersonal and neighborhood-physical environmental factors were assessed via self-report surveys and Geographic Information Systems. Multinomial logistic regression models determined the relative risk ratio of membership of three homogenous activity-related behavior typologies based on the potential correlates.

Results
Higher levels of self-efficacy for physical activity, parental screen-time restriction rules, parental support for physical activity, sibling screen-time co-participation and perceptions of neighborhood pedestrian/traffic safety were associated with greater likelihood of adolescents being in the typology defined as highly active and low sedentary compared to the physically inactive, highly sedentary typology. Higher frequency of co-participation in screen-time with friends was associated with greater likelihood of adolescents being in the typology defined as moderately active, high screen-time compared to physically inactive, highly sedentary.

Conclusions
A range of intrapersonal, interpersonal and environmental correlates appear to play a role in adolescent activity-related typology membership. The findings may inform public health interventions targeting unique adolescent subgroups most at risk of poor health outcomes based on their engagement in combinations of activity-related behaviors.

Keywordstypologies; clustering; physical activity; sedentary behavior; ecological framework; correlates; geographic information systems
Year2019
JournalBMC Public Health
Journal citation19 (1), p. Article: 1041
PublisherBiomed Central Ltd
ISSN1471-2458
Digital Object Identifier (DOI)https://doi.org/10.1186/s12889-019-7386-9
PubMed ID31376838
Scopus EID2-s2.0-85070237860
PubMed Central IDPMC6679435
Open accessPublished as ‘gold’ (paid) open access
Research or scholarlyResearch
Page range1-8
FunderNational Health and Medical Research Council (NHMRC)
Publisher's version
File Access Level
Open
Output statusPublished
Publication dates
Online03 Aug 2019
Publication process dates
Accepted26 Jul 2019
Deposited09 Dec 2021
Grant IDNHMRC/1121035
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Children's Out-of-School Independently Mobile Trips, Active Travel, and Physical Activity: A Cross-Sectional Examination from the Kids in the City Study
Oliver, Melody, Parker, Karl, Witten, Karen, Mavoa, Suzanne, Badland, Hannah M., Donovan, Phil, Chaudhury, Moushumi and Kearns, Robin. (2016). Children's Out-of-School Independently Mobile Trips, Active Travel, and Physical Activity: A Cross-Sectional Examination from the Kids in the City Study. Journal of Physical Activity and Health. 13(3), pp. 318-324. https://doi.org/10.1123/jpah.2015-0043
Associations between the neighborhood environment and moderate-to-vigorous walking in New Zealand children : Findings from the URBAN Study
McGrath, Leslie J., Hinckson, Erica A., Hopkins, Will G., Mavoa, Suzanne, Witten, Karen and Schofield, Grant. (2016). Associations between the neighborhood environment and moderate-to-vigorous walking in New Zealand children : Findings from the URBAN Study. Sports Medicine. 46(7), pp. 1003-1017. https://doi.org/10.1007/s40279-016-0533-x
Active transport, physical activity, and distance between home and school in children and adolescents
Duncan, Scott, White, Kate, Mavoa, Suzanne, Stewart, Tom, Hinckson, Erica and Schofield, Grant. (2016). Active transport, physical activity, and distance between home and school in children and adolescents. Journal of Physical Activity and Health. 13(4), pp. 447-453. https://doi.org/10.1123/jpah.2015-0054
Neighbourhood built environment associations with body size in adults : mediating effects of activity and sedentariness in a cross-sectional study of New Zealand adults
Oliver, Melody, Witten, Karen, Blakely, Tony, Parker, Karl, Badland, Hannah, Schofield, Grant, Ivory, Vivienne, Pearce, Jamie, Mavoa, Suzanne, Hinckson, Erica, Sweetsur, Paul and Kearns, Robin. (2015). Neighbourhood built environment associations with body size in adults : mediating effects of activity and sedentariness in a cross-sectional study of New Zealand adults. BMC Public Health. 15, pp. 1-11. https://doi.org/10.1186/s12889-015-2292-2
Assessing neighbourhood destination access for children : Development of the NDAI-C audit tool
Badland, Hannah, Donovan, Phil, Mavoa, Suzanne, Oliver, Melody, Chaudhury, Moushumi and Witten, Karen. (2015). Assessing neighbourhood destination access for children : Development of the NDAI-C audit tool. Environment and Planning B: Urban Analytics and City Science. 42(6), pp. 1148-1160. https://doi.org/10.1068/b140009p
Age-friendly cities and communities : Access to services for older people
Lowen, Tamara, Davern, Melanie, Mavoa, Suzanne and Brasher, Kathleen. (2015). Age-friendly cities and communities : Access to services for older people. Australian Planner. 52(4), pp. 255-265. https://doi.org/10.1080/07293682.2015.1047874
The development of policy-relevant transport indicators to monitor health behaviours and outcomes
Badland, Hannah, Mavoa, Suzanne, Villanueva, Karen, Roberts, Rebecca, Davern, Melanie and Giles-Corti, Billie. (2015). The development of policy-relevant transport indicators to monitor health behaviours and outcomes. Journal of Transport and Health. 2(2), pp. 103-110. https://doi.org/10.1016/j.jth.2014.07.005
Developing indicators of public open space to promote health and wellbeing in communities
Villanueva, Karen, Badland, Hannah, Hooper, Paula, Koohsari, Mohammad, Mavoa, Suzanne, Davern, Melanie, Roberts, Rebecca, Goldfeld, Sharon and Giles-Corti, Billie. (2015). Developing indicators of public open space to promote health and wellbeing in communities. Applied Geography. 57, pp. 112-119. https://doi.org/10.1016/j.apgeog.2014.12.003
Associations between the neighbourhood built environment and out of school physical activity and active travel : An examination from the Kids in the City study
Oliver, Melody, Mavoa, Suzanne, Badland, Hannah, Parker, Karl, Donovan, Phil, Kearns, Robin, Lin, En-Yi and Witten, Karen. (2015). Associations between the neighbourhood built environment and out of school physical activity and active travel : An examination from the Kids in the City study. Health & Place. 36, pp. 57-64. https://doi.org/10.1016/j.healthplace.2015.09.005
Environmental and socio-demographic associates of children's active transport to school : a cross-sectional from the URBAN Study
Oliver, Melody, Badland, Hannah, Mavoa, Suzanne, Witten, Karen, Kearns, Robin, Ellaway, Anne, Hinckson, Erica, Mackay, Lisa and Schluter, Philip. (2014). Environmental and socio-demographic associates of children's active transport to school : a cross-sectional from the URBAN Study. International Journal of Behavioral Nutrition and Physical Activity. 11, pp. 1-12. https://doi.org/10.1186/1479-5868-11-70
Do low-income neighbourhoods have the least green space? A cross-sectional study of Australia's most populous cities
Astell-Burt, Thomas, Feng, Xiaoqi, Mavoa, Suzanne, Badland, Hannah and Giles-Corti, Billie. (2014). Do low-income neighbourhoods have the least green space? A cross-sectional study of Australia's most populous cities. BMC Public Health. 14, pp. 1-11. https://doi.org/10.1186/1471-2458-14-292
Distance to school is associated with sedentary time in children : findings from the URBAN study
Hinckson, Erica, McGrath, Les, Hopkins, Will, Oliver, Melody, Badland, Hannah, Mavoa, Suzanne, Witten, Karen and Kearns, Robin. (2014). Distance to school is associated with sedentary time in children : findings from the URBAN study. Frontiers in Public Health. 2, pp. 1-9. https://doi.org/10.3389/fpubh.2014.00151
Developing a research and practice tool to measure walkability : a demonstration project
Giles-Corti, Billie, Macaulay, Gus, Middleton, Nick, Boruff, Bryan, Bull, Fiona, Butterworth, Iain, Badland, Hannah, Mavoa, Suzanne, Roberts, Rebecca and Christian, Hayley. (2014). Developing a research and practice tool to measure walkability : a demonstration project. Health Promotion Journal of Australia. 25(3), pp. 160-166. https://doi.org/10.1071/HE14050
What constitutes a 'trip'? Examining child journey attributes using GPS and self-report
Oliver, Melody, Mavoa, Suzanne, Badland, Hannah, Carroll, Penelope, Asiasiga, Lanuola, Tavae, N, Kearns, Robin and Witten, Karen. (2014). What constitutes a 'trip'? Examining child journey attributes using GPS and self-report. Children's Geographies. 12(2), pp. 249-256. https://doi.org/10.1080/14733285.2014.890370
Utility of passive photography to objectively audit built environment features of active transport journeys : an observational study
Oliver, Melody, Doherty, Aiden, Kelly, Paul, Badland, Hannah, Mavoa, Suzanne, Shepherd, Janine, Kerr, Jacqueline, Marshall, Simon, Hamilton, Alexander and Foster, Charlie. (2013). Utility of passive photography to objectively audit built environment features of active transport journeys : an observational study. International Journal of Health Geographics. 12(20), pp. 1-7. https://doi.org/10.1186/1476-072X-12-20
Using simple agent-based modeling to inform and enhance neighborhood walkability
Badland, Hannah, White, Marcus, MacAulay, Gus, Eagleson, Serryn, Mavoa, Suzanne, Pettit, Christopher and Giles-Corti, Billie. (2013). Using simple agent-based modeling to inform and enhance neighborhood walkability. International Journal of Health Geographics. 12, pp. 1-10. https://doi.org/10.1186/1476-072X-12-58
Portable Global Positioning System Receivers : Static Validity and Environmental Conditions
Duncan, Scott, Stewart, Tom, Oliver, Melody, Mavoa, Suzanne, MacRae, Deborah, Badland, Hannah and Duncan, Mitch. (2013). Portable Global Positioning System Receivers : Static Validity and Environmental Conditions. American Journal of Preventive Medicine. 44(2), pp. 1-11. https://doi.org/10.1016/j.amepre.2012.10.013
Using SenseCam Images to Assess the Environment
Mavoa, Suzanne, Oliver, Melody, Kerr, Jacqueline, Doherty, Aiden and Witten, Karen. (2013). Using SenseCam Images to Assess the Environment. United States: Association for Computing Machinery. pp. 84 https://doi.org/10.1145/2526667.2526683
Neighborhood built environment and transport and leisure physical activity : findings using objective exposure and outcome measures in New Zealand
Witten, Karen, Blakely, Tony, Bagheri, Nasser, Badland, Hannah, Ivory, Vivienne, Pearce, Jamie, Mavoa, Suzanne, Hinckson, Erica and Schofield, Grant. (2012). Neighborhood built environment and transport and leisure physical activity : findings using objective exposure and outcome measures in New Zealand. Environmental Health Perspectives. 120(7), pp. 971-977. https://doi.org/10.1289/ehp.1104584
Association of neighbourhood residence and preferences with the built environment, work-related travel behaviours, and health implications for employed adults : Findings from the URBAN study
Badland, Hannah, Oliver, Melody, Kearns, Robin, Mavoa, Suzanne, Witten, Karen, Duncan, Mitch and Batty, G. David. (2012). Association of neighbourhood residence and preferences with the built environment, work-related travel behaviours, and health implications for employed adults : Findings from the URBAN study. Social Science and Medicine. 75(8), pp. 1469-1476. https://doi.org/10.1016/j.socscimed.2012.05.029
GIS based destination accessibility via public transit and walking in Auckland, New Zealand
Mavoa, Suzanne, Witten, Karen, McCreanor, Tim and O'Sullivan, David. (2012). GIS based destination accessibility via public transit and walking in Auckland, New Zealand. Journal of Transport Geography. 20(1), pp. 15-22. https://doi.org/10.1016/j.jtrangeo.2011.10.001
Linking GPS and travel diary data using sequence alignment in a study of children's independent mobility
Mavoa, Suzanne, Oliver, Melody, Witten, Karen and Badland, Hannah. (2011). Linking GPS and travel diary data using sequence alignment in a study of children's independent mobility. International Journal of Health Geographics. 10, pp. 1-10. https://doi.org/10.1186/1476-072X-10-64
Social and recreational travel : The destinations, travel modes and CO2 emissions of New Zealand households
Witten, Karen, Huakau, John and Mavoa, Suzanne. (2011). Social and recreational travel : The destinations, travel modes and CO2 emissions of New Zealand households. Social Policy Journal of New Zealand : te puna whakaaro. (37), pp. 1-13.
Kids in the city study : research design and methodology
Oliver, Melody, Witten, Karen, Kearns, Robin, Mavoa, Suzanne, Badland, Hannah, Carroll, Penelope, Drumheller, Chelsea, Tavae, Nicola, Asiasiga, Lanuola, Jelley, Su, Kaiwai, Hector, Opit, Simon, Lin, En-Yi, Sweetsur, Paul, Barnes, Helen, Mason, Nic and Ergler, Christina. (2011). Kids in the city study : research design and methodology. BMC Public Health. 11, pp. 1-12. https://doi.org/10.1186/1471-2458-11-587