TY - JOUR
T1 - Health behaviour profiles in young Australian adults in relation to physical and mental health
T2 - The Raine Study
AU - Thøgersen-Ntoumani, Cecilie
AU - Gucciardi, Daniel F.
AU - McVeigh, Joanne A.
AU - O'Sullivan, Therese A.
AU - Dontje, Manon
AU - Stamatakis, Emmanuel
AU - Eastwood, Peter R.
AU - Straker, Leon
N1 - Publisher Copyright:
© 2023 The Authors. Health Promotion Journal of Australia published by John Wiley & Sons Australia, Ltd on behalf of Australian Health Promotion Association.
PY - 2024/10
Y1 - 2024/10
N2 - Issues Addressed: We aimed to identify latent health behaviour profiles of young adults and examine their associations with physical and mental health outcomes. We also characterised the profiles by socio-demographic characteristics. Methods: Data were collected between 2012 and 2014. Participants (N = 476) were young adults (M age [SD] = 22.1 [.57] years) from Generation 2 of the Raine Study longitudinal cohort. Health behaviours were measured via ActiGraph GT3X waist monitors (physical activity, sedentary behaviour) and questionnaires (diet quality, alcohol, smoking and sleep). Physical and mental health were measured using clinical health assessments, blood biomarkers, and questionnaires. Latent Profile Analysis using Mplus (8.2) was employed to identify profiles. Results: Four latent profiles were identified: ‘heavy drinkers with moderately unhealthy eating habits’ (high takeaway foods; n = 135), ‘unhealthy food abstainers’ (low takeaway foods; n = 138), ‘moderately sedentary alcohol abstainers’ (n = 139) and ‘physically active drinkers with unhealthy eating habits’ (high takeaway foods and sugary drinks; n = 64). ‘Physically active drinkers with unhealthy eating habits’ had the poorest (physical and mental) health outcomes, yet the lowest insulin resistance. ‘Unhealthy food abstainers’ had the most favourable health outcomes (adiposity, health perceptions, blood pressure). Sex differed among the profiles. Conclusions: The profiles identified among young adults are different to profiles with general adult populations. A novel finding was that ‘physically active drinkers with unhealthy eating habits’ had low insulin resistance. The findings also suggest that future interventions may need to be sex specific. So What: Our findings suggest that health behaviour interventions for young adults should be targeted to distinct profile characteristics.
AB - Issues Addressed: We aimed to identify latent health behaviour profiles of young adults and examine their associations with physical and mental health outcomes. We also characterised the profiles by socio-demographic characteristics. Methods: Data were collected between 2012 and 2014. Participants (N = 476) were young adults (M age [SD] = 22.1 [.57] years) from Generation 2 of the Raine Study longitudinal cohort. Health behaviours were measured via ActiGraph GT3X waist monitors (physical activity, sedentary behaviour) and questionnaires (diet quality, alcohol, smoking and sleep). Physical and mental health were measured using clinical health assessments, blood biomarkers, and questionnaires. Latent Profile Analysis using Mplus (8.2) was employed to identify profiles. Results: Four latent profiles were identified: ‘heavy drinkers with moderately unhealthy eating habits’ (high takeaway foods; n = 135), ‘unhealthy food abstainers’ (low takeaway foods; n = 138), ‘moderately sedentary alcohol abstainers’ (n = 139) and ‘physically active drinkers with unhealthy eating habits’ (high takeaway foods and sugary drinks; n = 64). ‘Physically active drinkers with unhealthy eating habits’ had the poorest (physical and mental) health outcomes, yet the lowest insulin resistance. ‘Unhealthy food abstainers’ had the most favourable health outcomes (adiposity, health perceptions, blood pressure). Sex differed among the profiles. Conclusions: The profiles identified among young adults are different to profiles with general adult populations. A novel finding was that ‘physically active drinkers with unhealthy eating habits’ had low insulin resistance. The findings also suggest that future interventions may need to be sex specific. So What: Our findings suggest that health behaviour interventions for young adults should be targeted to distinct profile characteristics.
KW - accelerometry
KW - alcohol
KW - diet
KW - Latent Profile Analysis
KW - physical activity
UR - http://www.scopus.com/inward/record.url?scp=85176910116&partnerID=8YFLogxK
U2 - 10.1002/hpja.828
DO - 10.1002/hpja.828
M3 - Article
C2 - 37968787
AN - SCOPUS:85176910116
SN - 1036-1073
VL - 35
SP - 1010
EP - 1021
JO - Health Promotion Journal of Australia
JF - Health Promotion Journal of Australia
IS - 4
ER -