Association of physical activity, sedentary behavior, diet quality with adiposity: a longitudinal analysis in children categorized by baseline weight status

Fryar CD, Carroll MD, Afful J Prevalence of overweight, obesity, and severe obesity among children and adolescents aged 2–19 years: United States 1963–1965 through 2017–2018. NCHS Health E-Stats 2020.

Centers for Disease Control and Prevention. Recommended community strategies and measurements to prevent obesity in the U.S. MMWR Morb Mortal Wkly Rep. 2009;58:1–26.

Google Scholar 

Institute of Medicine. Early Childhood Obesity Prevention Policies. Washington, DC: The National Academies Press; 2011.

Institute of Medicine. Accelerating Progress in Obesity Prevention: Solving the Weight of the Nation. Washington, DC: The National Academies Press; 2012.

Centers for Disease Control and Prevention. Strategies to Prevent Obesity and Other Chronic Diseases: The CDC Guide to Strategies to Increase Physical Activity in the Community. Atlanta: US DHHS; 2011.

Centers for Disease Control and Prevention. Strategies to Prevent Obesity and Other Chronic Diseases: The CDC Guide to Strategies to Increase the Consumption of Fruits and Vegetables. Atlanta: US DHHS; 2011.

Bleich SN, Segal J, Wu Y, Wilson R, Wang Y. Systematic review of community-based childhood obesity prevention studies. Pediatrics. 2013;132:e201–10.

Article  PubMed  PubMed Central  Google Scholar 

Bleich SN, Vercammen KA, Zatz LY, Frelier JM, Ebbeling CB, Peeters A. Interventions to prevent global childhood overweight and obesity: a systematic review. Lancet Diabetes Endocrinol. 2018;6:332–46.

Article  PubMed  Google Scholar 

A Hamid MS, Sazlina SG. Interventions for obesity among schoolchildren: A systematic review and meta-analyses. PloS ONE. 2019;14:e0209746.

Article  PubMed  PubMed Central  Google Scholar 

Must A, Tybor DJ. Physical activity and sedentary behavior: A review of longitudinal studies of weight and adiposity in youth. Int J Obes (Lond). 2005;29:S84–S96.

Article  PubMed  Google Scholar 

Fulton JE, Dai S, Steffen LM, Grunbaum JA, Shah SM, Labarthe DR. Physical activity, energy intake, sedentary behavior, and adiposity in youth. Am J Prev Med. 2009;37:S40–9.

Article  PubMed  PubMed Central  Google Scholar 

Kwon S, Burns TL, Levy SM, Janz KF. Which Contributes More to Childhood Adiposity-High Levels of Sedentarism or Low Levels of Moderate-through-Vigorous Physical Activity? The Iowa Bone Development Study. J Pediatr. 2013;162:1169–74.

Article  PubMed  PubMed Central  Google Scholar 

Fisher A, Hill C, Webber L, Purslow L, Wardle J. MVPA Is Associated with Lower Weight Gain in 8-10 Year Old Children: A Prospective Study with 1 Year Follow-Up. PLoS ONE. 2011;6:e18576.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Dowda M, Taverno Ross SE, McIver KL, Dishman RK, Pate RR. Physical Activity and Changes in Adiposity in the Transition from Elementary to Middle School. Child Obes. 2017;13:53–62.

Article  PubMed  PubMed Central  Google Scholar 

Lioret S, McNaughton SA, Cameron AJ, Crawford D, Campbell KJ, Cleland VJ, et al. Three-year change in diet quality and associated changes in BMI among schoolchildren living in socio-economically disadvantaged neighbourhoods. Br J Nutr. 2014;112:260–8.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Jennings A, Welch A, van Sluijs EM, Griffin SJ, Cassidy A. Diet quality is independently associated with weight status in children aged 9-10 years. J Nutr. 2011;141:453–9.

Article  CAS  PubMed  Google Scholar 

Jago R, Salway R, Emm-Collison L, Sebire SJ, Thompson JL, Lawlor DA. Association of BMI category with change in children’s physical activity between ages 6 and 11 years: A longitudinal study. Int J Obes. 2020;44:104–13.

Article  CAS  Google Scholar 

Mitchell JA, Pate RR, Beets MW, Nader PR. Time spent in sedentary behavior and changes in childhood BMI: a longitudinal study from ages 9 to 15 years. Int J Obes (Lond). 2013;37:54–60.

Article  CAS  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;49:730–6.

Article  PubMed  Google Scholar 

Nader PR, O’Brien M, Houts R, Bradley R, Belsky J, Crosnoe R, et al. Identifying risk for obesity in early childhood. Pediatrics. 2006;118:e594–e601.

Article  PubMed  Google Scholar 

Franckle R, Adler R, Davison K. Accelerated weight gain among children during summer versus school year and related racial/ethnic disparities: A systematic review. Prev Chronic Dis. 2014;11:E101.

Article  PubMed  PubMed Central  Google Scholar 

Page A, Cooper AR, Stamatakis E, Foster LJ, Crowne EC, Sabin M, et al. Physical activity patterns in nonobese and obese children assessed using minute-by-minute accelerometry. Int J Obes (Lond). 2005;29:1070–6.

Article  CAS  PubMed  Google Scholar 

Decelis A, Jago R, Fox KR. Objectively assessed physical activity and weight status in Maltese 11–12 year-olds. European Journal of Sport Science. 2014;14:S257–S66.

Article  PubMed  Google Scholar 

Cooper AR, Goodman A, Page AS, Sherar LB, Esliger DW, van Sluijs EM, 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.

Article  PubMed  PubMed Central  Google Scholar 

Söğüt M, Clemente FM, Clark CCT, Nikolaidis PT, Rosemann T, Knechtle B. Variations in Central Adiposity, Cardiovascular Fitness, and Objectively Measured Physical Activity According to Weight Status in Children (9–11 Years). Front Physiol. 2019;10:936.

Article  PubMed  PubMed Central  Google Scholar 

Bejarano G, Brayton RP, Ranjit N, Hoelscher DM, Brown D, Knell G. Weight status and meeting the physical activity, sleep, and screen-time guidelines among Texas children: results from a population based, cross-sectional analysis. BMC Pediatrics. 2022;22:428.

Article  PubMed  PubMed Central  Google Scholar 

Pate RR, Dowda M, Dishman RK, Colabianchi N, Saunders RP, McIver KL. Change in children’s physical activity: Predictors in the transition from elementary to middle school. Am J Preventive Med. 2019;56:e65–e73.

Article  Google Scholar 

Weber DR, Moore RH, Leonard MB, Zemel BS. Fat and lean BMI reference curves in children and adolescents and their utility in identifying excess adiposity compared with BMI and percentage body fat. Am J Clin Nutr. 2013;98:49–56.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Horlick M, Arpadi SM, Bethel J, Wang J, Moye J Jr, Cuff P, et al. Bioelectrical impedance analysis models for prediction of total body water and fat-free mass in healthy and HIV-infected children and adolescents. Am J Clin Nutr. 2002;76:991–9.

Article  CAS  PubMed  Google Scholar 

Freedson P, Pober D, Janz KF. Calibration of accelerometer output for children. Med Sci Sports Exerc. 2005;37:S523–S30.

Article  PubMed  Google Scholar 

Hunsberger M, O’Malley J, Block T, Norris JC. Relative validation of Block Kids Food Screener for dietary assessment in children and adolescents. Matern Child Nutr. 2015;11:260–70.

Article  PubMed  Google Scholar 

Guenther PM, Casavale KO, Reedy J, Kirkpatrick SI, Hiza HAB, Kuczynski KJ, et al. Update of the Healthy Eating Index: HEI-2010. Journal of the Academy of Nutrition and Dietetics. 2013;113:569–80.

Article  PubMed  Google Scholar 

Willett W Nutritional Epidemilogy. 2nd ed. New York: Oxford University Press; 1998.

Mirwald RL, Baxter-Jones AG, Bailey DA, Beunen GP. An assessment of maturity from anthropometric measurements. Med Sci Sports Exerc. 2002;34:689–94.

PubMed  Google Scholar 

Malina RM, Koziel SM. Validation of maturity offset in a longitudinal sample of Polish boys. J Sports Sci. 2014;32:424–37.

Article  PubMed  Google Scholar 

Kuczmarski RJ, Ogden CL, Grummer-Strawn LM, Flegal KM, Guo SS, Wei R. et al. CDC Growth Charts: United States. Adv Data. 2000;314:1–27.

Google Scholar 

Singer JD, Willett JB Applied Longitudinal Data Analysis. Modeling Change and Event Occurrence. New York: Oxford University Press; 2003.

Schwarzfischer P, Gruszfeld D, Socha P, Luque V, Closa-Monasterolo R, Rousseaux D, et al. Longitudinal analysis of physical activity, sedentary behaviour and anthropometric measures from ages 6 to 11 years. Int J Behav Nutr Phys Activity. 2018;15:126.

Article  Google Scholar 

Kelley GA, Kelley KS, Pate RR. How Many US Children and Adolescents with Overweight and Obesity Could Improve Their Percent Body Fat by Exercising?: Meta-Analytic Based Estimates. Childhood Obes. 2021;17:144–50.

Article  Google Scholar 

Kelley GA, Kelley KS, Pate RR. Exercise and adiposity in overweight and obese children and adolescents: a systematic review with network meta-analysis of randomised trials. BMJ Open. 2019;9:e031220.

Article  PubMed  PubMed Central  Google Scholar 

Pate RR, O’Neill JR, Liese AD, Janz KF, Granberg EM, Colabianchi N, et al. Factors associated with development of excessive fatness in children and adolescents: A review of prospective studies. Obes Rev. 2013;14:645–58.

Article  CAS  PubMed  Google Scholar 

Janssen X, Basterfield L, Parkinson KN, Pearce MS, Reilly JK, Asamson AJ, et al. Non-linear longitudinal associations between moderate-to-vigorous physical activity and adiposity across the adiposity distribution during childhood and adolescence: Gateshead Millennium Study. Int J Obes. 2019;43:744–50.

Article  Google Scholar 

Perry CP, Keane E, Layte R, Fitzgerald AP, Perry IJ, Harrington JM. The use of a dietary quality score as a predictor of childhood overweight and obesity. BMC Public Health. 2015;15:581.

Article  PubMed  PubMed Central  Google Scholar 

Aeberli I, Kaspar M, Zimmerman MB. Dietary intake and physical activity of normal weight and overweight 6- to 14-year-old Swiss children. Swiss Medical Wkly. 2007;137:424–30.

CAS  Google Scholar 

U.S. Department of Health and Human Services. Physical Activity Guidelines for Americans, Second Edition2018. Available from: https://health.gov/paguidelines/second-edition/.

Bull FC, Al-Ansari SS, Biddle S, Borodulin K, Buman MP, Cardon G, et al. World Health Organization 2020 guidelines o

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