Black MM, Walker SP, Fernald LCH, Andersen CT, DiGirolamo AM, Lu C, et al. Early childhood development coming of age: science through the life course. Lancet. 2017;389(10064):77–90.
Article
PubMed
Google Scholar
Lake A, Chan M. Putting science into practice for early child development. Lancet. 2015;385(9980):1816–7.
Article
PubMed
Google Scholar
Organization WH. Global status report on noncommunicable diseases 2014: World Health Organization; 2014.
Prochaska JJ, Prochaska JO. A review of multiple health behavior change interventions for primary prevention. Am J Lifestyle Med. 2011;5(3):208–21.
Article
Google Scholar
Leech RM, McNaughton SA, Timperio A. The clustering of diet, physical activity and sedentary behavior in children and adolescents: a review. Int J Behav Nutr Phys Act. 2014;11(1):4.
Article
PubMed
PubMed Central
Google Scholar
Gubbels JS, van Assema P, Kremers SP. Physical activity, sedentary behavior, and dietary patterns among children. Curr Nutr Rep. 2013;2(2):105–12.
Article
PubMed
PubMed Central
Google Scholar
D'Souza NJ, Kuswara K, Zheng M, Leech R, Downing KL, Lioret S, et al. A systematic review of lifestyle patterns and their association with adiposity in children aged 5–12 years. Obes Rev. 2020;21(8):e13029.
Article
PubMed
Google Scholar
Liberali R, Del Castanhel F, Kupek E, Assis MAA. Latent class analysis of lifestyle risk factors and association with overweight and/or obesity in children and adolescents: systematic review. Child Obes. 2021;17(1):2–15.
Article
PubMed
Google Scholar
Wang L, Jansen W, van Grieken A, Vlasblom E, Boere-Boonekamp MM, L’Hoir MP, et al. Identifying patterns of lifestyle behaviours among children of 3 years old. Eur J Pub Health. 2020;30(6):1115–21.
Article
Google Scholar
Watanabe E, Lee JS, Mori K, Kawakubo K. Clustering patterns of obesity-related multiple lifestyle behaviours and their associations with overweight and family environments: a cross-sectional study in Japanese preschool children. BMJ Open. 2016;6(11):e012773.
Article
PubMed
PubMed Central
Google Scholar
Saldanha-Gomes C, Marbac M, Sedki M, Cornet M, Plancoulaine S, Charles M-A, et al. Clusters of diet, physical activity, television exposure and sleep habits and their association with adiposity in preschool children: the EDEN mother-child cohort. Int J Behav Nutr Phys Act. 2020;17(1):20.
Article
PubMed
PubMed Central
Google Scholar
Davison KK, Birch LL. Childhood overweight: a contextual model and recommendations for future research. Obes Rev. 2001;2(3):159–71.
Article
CAS
PubMed
PubMed Central
Google Scholar
Victora CG, Huttly SR, Fuchs SC, Olinto MT. The role of conceptual frameworks in epidemiological analysis: a hierarchical approach. Int J Epidemiol. 1997;26(1):224–7.
Article
CAS
PubMed
Google Scholar
Huang WY, Wong SH. Time use clusters in children and their associations with sociodemographic factors. J Public Health. 2015;38(2):e106–e13.
Article
Google Scholar
Bel-Serrat S, Ojeda-Rodríguez A, Heinen MM, Buoncristiano M, Abdrakhmanova S, Duleva V, et al. Clustering of Multiple Energy Balance-Related Behaviors in School Children and its Association with Overweight and Obesity-WHO European Childhood Obesity Surveillance Initiative (COSI 2015−2017). Nutrients. 2019;11(3).
Dumuid D, Olds T, Lewis LK, Martin-Fernández JA, Barreira T, Broyles S, et al. The adiposity of children is associated with their lifestyle behaviours: a cluster analysis of school-aged children from 12 nations. Pediatr Obes. 2018;13(2):111–9.
Article
PubMed
Google Scholar
Soh S-E, Tint MT, Gluckman PD, Godfrey KM, Rifkin-Graboi A, Chan YH, et al. Cohort profile: growing up in Singapore towards healthy outcomes (GUSTO) birth cohort study. Int J Epidemiol. 2013;43(5):1401–9.
Article
PubMed
Google Scholar
Heude B, Forhan A, Slama R, Douhaud L, Bedel S, Saurel-Cubizolles M-J, et al. Cohort profile: the EDEN mother-child cohort on the prenatal and early postnatal determinants of child health and development. Int J Epidemiol. 2015;45(2):353–63.
Article
PubMed
Google Scholar
Sugianto R, Chan MJ, Wong SF, Shek LP, Tan KH, Chong YS, et al. Evaluation of a quantitative food frequency questionnaire for 5-year-old children in an Asian population. J Acad Nutr Diet. 2020;120(3):437–44.
Article
PubMed
Google Scholar
Lioret S, Betoko A, Forhan A, Charles MA, Heude B, de Lauzon-Guillain B. Dietary patterns track from infancy to preschool age: cross-sectional and longitudinal perspectives. J Nutr. 2015;145(4):775–82.
Article
CAS
PubMed
Google Scholar
Deschamps V, de Lauzon-Guillain B, Lafay L, Borys JM, Charles MA, Romon M. Reproducibility and relative validity of a food-frequency questionnaire among French adults and adolescents. Eur J Clin Nutr. 2009;63(2):282–91.
Article
CAS
PubMed
Google Scholar
Dwyer GM, Hardy LL, Peat JK, Baur LA. The validity and reliability of a home environment preschool-age physical activity questionnaire (pre-PAQ). Int J Behav Nutr Phys Act. 2011;8(1):86.
Article
PubMed
PubMed Central
Google Scholar
Rose KA, Morgan IG, Ip J, Kifley A, Huynh S, Smith W, et al. Outdoor activity reduces the prevalence of myopia in children. Ophthalmology. 2008;115(8):1279–85.
Article
PubMed
Google Scholar
Davison KK, Jurkowski JM, Lawson HA. Reframing family-centred obesity prevention using the family ecological model. Public Health Nutr. 2013;16(10):1861–9.
Article
PubMed
Google Scholar
Cattell RB. The scree test for the number of factors. Multivar Behav Res. 1966;1(2):245–76.
Article
CAS
Google Scholar
Kline P. An easy guide to factor analysis: Routledge; 2014.
Rubin DB. Multiple imputation for nonresponse in surveys: John Wiley & Sons; 2004.
Eekhout I, van de Wiel MA, Heymans MW. Methods for significance testing of categorical covariates in logistic regression models after multiple imputation: power and applicability analysis. BMC Med Res Methodol. 2017;17(1):129.
Article
PubMed
PubMed Central
Google Scholar
Lioret S, Campbell KJ, McNaughton SA, Cameron AJ, Salmon J, Abbott G, et al. Lifestyle patterns begin in early childhood, persist and are socioeconomically patterned, confirming the importance of early life interventions. Nutrients. 2020;12(3):724.
Article
PubMed Central
Google Scholar
Gubbels JS, Kremers SP, Stafleu A, Dagnelie PC, de Vries SI, de Vries NK, et al. Clustering of dietary intake and sedentary behavior in 2-year-old children. J Pediatr. 2009;155(2):194–8.
Article
PubMed
Google Scholar
Popkin BM, Adair LS, Ng SW. Global nutrition transition and the pandemic of obesity in developing countries. Nutr Rev. 2012;70(1):3–21.
Article
PubMed
Google Scholar
Cucó G, Fernández-Ballart J, Sala J, Viladrich C, Iranzo R, Vila J, et al. Dietary patterns and associated lifestyles in preconception, pregnancy and postpartum. Eur J Clin Nutr. 2006;60(3):364–71.
Article
PubMed
Google Scholar
Pearson N, Biddle SJ. Sedentary behavior and dietary intake in children, adolescents, and adults: a systematic review. Am J Prev Med. 2011;41(2):178–88.
Article
PubMed
Google Scholar
Harris JL, Kalnova SS. Food and beverage TV advertising to young children: measuring exposure and potential impact. Appetite. 2018;123:49–55.
Article
PubMed
Google Scholar
Quah SR. Ethnicity and parenting styles among Singapore families. Marriage Fam Rev. 2004;35(3–4):63–83.
Google Scholar
Brownlee IA, Low J, Duriraju N, Chun M, Ong JXY, Tay ME, et al. Evaluation of the proximity of Singaporean Children's dietary habits to food-based dietary guidelines. Nutrients. 2019;11(11):2615.
Article
CAS
PubMed Central
Google Scholar
Chen L-W, Fung SM, Fok D, Leong LP, Toh JY, Lim HX, et al. The development and evaluation of a diet quality index for Asian toddlers and its perinatal correlates: the GUSTO cohort study. Nutrients. 2019;11(3):535.
Article
CAS
PubMed Central
Google Scholar
Lizandra J, Devís-Devís J, Valencia-Peris A, Tomás JM, Peiró-Velert C. Screen time and moderate-to-vigorous physical activity changes and displacement in adolescence: a prospective cohort study. Eur J Sport Sci. 2019;19(5):686–95.
Article
PubMed
Google Scholar
Li B, Adab P, Cheng KK. The role of grandparents in childhood obesity in China - evidence from a mixed methods study. Int J Behav Nutr Phys Act. 2015;12(1):91.
Article
PubMed
PubMed Central
Google Scholar
Lin SL, Leung GM, Hui LL, Lam TH, Schooling CM. Is informal child care associated with childhood obesity? Evidence from Hong Kong's "children of 1997" birth cohort. Int J Epidemiol. 2011;40(5):1238–46.
Article
PubMed
Google Scholar
Adler A. Characteristics of the first, second, and third child. Children. 1928;3(5):14.
Google Scholar
Jansen PW, Derks IPM, Mou Y, van Rijen EHM, Gaillard R, Micali N, et al. Associations of parents’ use of food as reward with children’s eating behaviour and BMI in a population-based cohort. Pediatric Obes. 2020;15(11):e12662.
Gubbels JS, Kremers SP, Stafleu A, Goldbohm RA, de Vries NK, Thijs C. Clustering of energy balance-related behaviors in 5-year-old children: lifestyle patterns and their longitudinal association with weight status development in early childhood. Int J Behav Nutr Phys Act. 2012;9:77.
Article
PubMed
PubMed Central
Google Scholar
Hands BP, Chivers PT, Parker HE, Beilin L, Kendall G, Larkin D. The associations between physical activity, screen time and weight from 6 to 14 yrs: the Raine study. J Sci Med Sport. 2011;14(5):397–403.
Article
PubMed
Google Scholar
Farooq MA, Parkinson KN, Adamson AJ, Pearce MS, Reilly JK, Hughes AR, et al. Timing of the decline in physical activity in childhood and adolescence: Gateshead millennium cohort study. Br J Sports Med. 2018;52(15):1002–6.
Article
PubMed
Google Scholar
Corder K, Sharp SJ, Atkin AJ, Griffin SJ, Jones AP, Ekelund U, et al. Change in objectively measured physical activity during the transition to adolescence. Br J Sports Med. 2015;49(11):730–6.
Article
PubMed
Google Scholar
Sarker H, Anderson LN, Borkhoff CM, Abreo K, Tremblay MS, Lebovic G, et al. Validation of parent-reported physical activity and sedentary time by accelerometry in young children. BMC Res Notes. 2015;8(1):735.
Article
PubMed
PubMed Central
Google Scholar
Bacardi-Gascón M, Reveles-Rojas C, Woodward-Lopez G, Crawford P, Jiménez-Cruz A. Assessing the validity of a physical activity questionnaire developed for parents of preschool children in Mexico. J Health Popul Nutr. 2012;30(4):439–46.
PubMed
PubMed Central
Google Scholar
Burdette HL, Whitaker RC, Daniels SR. Parental report of outdoor playtime as a measure of physical activity in preschool-aged children. Arch Pediatr Adolesc Med. 2004;158(4):353–7.
Article
PubMed
Google Scholar
Byrne R, Terranova CO, Trost SG. Measurement of screen time among young children aged 0-6 years: a systematic review. Obes Rev. 2021;22(8):e13260–e.
Article
PubMed
PubMed Central
Google Scholar