Change in diet in the period from adolescence to early adulthood: A systematic scoping review of longitudinal studies

International Journal of Behavioral Nutrition and Physical Activity

Volumn 14, Issue 1, 2017, Pages

  Winpenny, Eleanor M ^a   Penney, Tarra L ^a   Corder, Kirsten ^a   White, Martin ^a   van Sluijs, Esther M F ^a  

^a UNIVERSITY OF CAMBRIDGE   (United Kingdom)

Author keywords

Adolescent; Diet; Longitudinal; Trajectory; Young adult

Indexed keywords

ADOLESCENCE; ADOLESCENT; ADULT; ADULTHOOD; DIET; EMBASE; FEMALE; HUMAN; INFORMATION PROCESSING; LONGITUDINAL STUDY; MACRONUTRIENT; MALE; MEDLINE; NUTRITIONAL ASSESSMENT; PRACTICE GUIDELINE; PSYCINFO; SCOPUS; SOCIAL MEDIA; SYNTHESIS; SYSTEMATIC REVIEW; WEB OF SCIENCE; YOUNG ADULT; CALORIC INTAKE; EATING; FEEDING BEHAVIOR; HEALTH BEHAVIOR; LIFESTYLE;

ADOLESCENT; ADULT; DIET; DIET SURVEYS; EATING; ENERGY INTAKE; FEEDING BEHAVIOR; HEALTH BEHAVIOR; HUMANS; LIFE STYLE; LONGITUDINAL STUDIES; MEDLINE; NUTRITION ASSESSMENT; YOUNG ADULT;

EID: 85018724354     PISSN: None     EISSN: 14795868     Source Type: Journal    
DOI: 10.1186/s12966-017-0518-7     Document Type: Review

References (134)

1. Lytle LA. Nutritional issues for adolescents. J Am Diet Assoc. 2002;102:S8-12.
2. Craigie AM, Lake AA, Kelly SA, Adamson AJ, Mathers JC. Tracking of obesity-related behaviours from childhood to adulthood: a systematic review. Maturitas. 2011;70:266-84.
3. He FJ, Nowson CA, Lucas M, MacGregor GA. Increased consumption of fruit and vegetables is related to a reduced risk of coronary heart disease: meta-analysis of cohort studies. J Hum Hypertens England. 2007;21:717-28.
4. Aune D, Chan DSM, Lau R, Vieira R, Greenwood DC, Kampman E, et al. Dietary fibre, whole grains, and risk of colorectal cancer: systematic review and dose-response meta-analysis of prospective studies. BMJ. 2011;343:d6617.
5. Franz MJ, Bantle JP, Beebe CA, Brunzell JD, Chiasson J-L, Garg A, et al. Evidence-based nutrition principles and recommendations for the treatment and prevention of diabetes. Diabetes Care. 2002;25:148-98.
6. Nelson MC, Story M, Larson NI, Neumark-Sztainer D, Lytle LA. Emerging adulthood and college-aged youth: an overlooked age for weight-related behavior change. Obesity. 2008;16:2205-11.
7. Viner RM, Ross D, Hardy R, Kuh D, Power C, Johnson A, et al. Life course epidemiology: recognising the importance of adolescence. J Epidemiol Community Health. 2015;69:719-20.
8. Rindfuss RR. The young adult years: diversity, structural change, and fertility. Demography. 1991;28:493-512.
9. Schwartz SJ, Zamboanga BL, Luyckx K, Meca A, Ritchie RA. Identity in emerging adulthood: reviewing the field and looking forward. Emerg Adulthood. 2013;1:96-113.
10. Draper CE, Grobler L, Micklesfield LK, Norris SA. Impact of social norms and social support on diet, physical activity and sedentary behaviour of adolescents: a scoping review. Child Care Health Dev. 2015;41:654-67.
11. El Ansari W, Stock C, Mikolajczyk RT. Relationships between food consumption and living arrangements among university students in four European countries - a cross-sectional study. Nutr J. 2012;11:28.
12. Driessen CE, Cameron AJ, Thornton LE, Lai SK, Barnett LM. Effect of changes to the school food environment on eating behaviours and/or body weight in children: a systematic review. Obes Rev. 2014;15:968-82.
13. Verplanken B, Walker I, Davis A, Jurasek M. Context change and travel mode choice: combining the habit discontinuity and self-activation hypotheses. J Environ Psychol. 2008;28:121-7.
14. Verplanken B, Roy D. Empowering interventions to promote sustainable lifestyles: testing the habit discontinuity hypothesis in a field experiment. J Environ Psychol. 2016;45:127-34.
15. Larson NI, Neumark-Sztainer DR, Story MT, Wall MM, Harnack LJ, Eisenberg ME. Fast food intake: longitudinal trends during the transition to young adulthood and correlates of intake. J Adolesc Health. 2008;43:79-86.
16. Zarrazquin I, Torres-Unda J, Ruiz F, Irazusta J, Kortajarena M, Hoyos Cillero I, et al. Longitudinal study: lifestyle and cardiovascular health in health science students. Nutr Hosp. 2014;30:1144-51.
17. Striegel-Moore RH, Thompson D, Affenito SG, Franko DL, Obarzanek E, Barton BA, et al. Correlates of beverage intake in adolescent girls: the National Heart, Lung, and Blood Institute growth and health study. J Pediatr. 2006;148:183-7.
18. Arksey H, O'Malley L. Scoping studies: towards a methodological framework. Int J Soc Res Methodol. 2005;8:19-32.
19. Levac D, Colquhoun H, O'Brien KK. Scoping studies: advancing the methodology. Implement Sci. 2010;5:69.
20. Peters MDJ, Godfrey CM, Khalil H, McInerney P, Parker D, Soares CB. Guidance for conducting systematic scoping reviews. Int J Evid Based Healthc. 2015;13:141-6.
21. Colquhoun HL, Levac D, O'Brien KK, Straus S, Tricco AC, Perrier L, et al. Scoping reviews: time for clarity in definition, methods, and reporting. J Clin Epidemiol. 2014;67:1291-4.
22. World Health Organization. Maternal, newborn, child and adolescent health: Adolescent development [Internet]. 2016. http://www.who.int/maternal_child_adolescent/topics/adolescence/dev/en/. Accessed 22 Nov 2016.
23. Arnett JJ. Emerging adulthood: a theory of development from the late teens through the twenties. Am Psychol. 2000;55:469-80.
24. Jayawardene WP, Torabi MR, Lohrmann DK. Exercise in young adulthood with simultaneous and future changes in fruit and vegetable intake. J Am Coll Nutr. 2016;35:59-67.
25. Onimawo IA. Inter-individual variations in energy and nutrient intake among young Nigerian adults. Ecol Food Nutr. 2001;40:127-41.
26. Mytton OT, Clarke D, Rayner M. Taxing unhealthy food and drinks to improve health. BMJ. 2012;344:e2931.
27. Department for Education. School Food Standards: A practical guide for schools their cooks and caterers. London; 2015. http://www.schoolfoodplan.com/wp-content/uploads/2015/01/School-Food-Standards-Guidance-FINAL-V3.pdf. Accessed 22 Nov 2016.
28. Vereecken C, Pedersen TP, Ojala K, Krølner R, Dzielska A, Ahluwalia N, et al. Fruit and vegetable consumption trends among adolescents from 2002 to 2010 in 33 countries. Eur J Pub Health. 2015;25:16-9.
29. Caspi CE, Sorensen G, Subramanian SV, Kawachi I. The local food environment and diet: a systematic review. Health Place. 2012;18:1172-87.
30. Magarey A, Watson J, Golley RK, Burrows T, Sutherland R, McNaughton S a, et al. Assessing dietary intake in children and adolescents: considerations and recommendations for obesity research. Int J Pediatr Obes. 2011;6:2-11.
31. Rankin D, Hanekom SM, Wright HH, MacIntyre UE. Dietary assessment methodology for adolescents: a review of reproducibility and validation studies. S Afr J Clin Nutr. 2010;23:65-74.
32. Collins CE, Watson J, Burrows T. Measuring dietary intake in children and adolescents in the context of overweight and obesity. Int J Obes. 2010;34:1103-15.
33. Burrows TL, Martin RJ, Collins CE. A systematic review of the validity of dietary assessment methods in children when compared with the method of doubly labeled water. J Am Diet Assoc. 2010;110:1501-10.
34. Subar AF, Freedman LS, Tooze JA, Kirkpatrick SI, Boushey C, Neuhouser ML, et al. Addressing current criticism regarding the value of self-report dietary data. J Nutr. 2015;145:2639-45.
35. Livingstone MBE, Robson PJ. Measurement of dietary intake in children. Proc Nutr Soc. 2000;59:279-93.
36. Bradley J, Simpson E, Poliakov I, Matthews JNS, Olivier P, Adamson AJ, et al. Comparison of INTAKE24 (an online 24-h dietary recall tool) with interviewer-led 24-h recall in 11-24 year-old. Nutrients. 2016;8:358.
37. Albar SA, Alwan NA, Evans CEL, Greenwood DC, Cade JE. Agreement between an online dietary assessment tool (myfood24) and an interviewer-administered 24-h dietary recall in British adolescents aged 11-18 years. Br J Nutr. 2016;115:1678-86.
38. Boushey C, Kerr D, Wright J, Lutes K, Ebert D, Delp E. Use of technology in children's dietary assessment. Eur J Clin Nutr. 2009;63:1-15.
39. World Health Organization. WHO urges global action to curtail consumption and health impacts of sugary drinks. 2016. http://www.who.int/mediacentre/news/releases/2016/curtail-sugary-drinks/en/. Accessed 27 Jan 2017.
40. Buchmann MC, Kriesi I. Transition to adulthood in Europe. Annu Rev Sociol. 2011;37:481-503.
41. Muthen LK. Mplus discussion: Timepoints. http://www.statmodel.com/discussion/messages/14/20.htmlPOST16727. Accessed 24 Aug 2016.
42. Livingstone MB, Robson PJ, Wallace JMW. Issues in dietary intake assessment of children and adolescents. Br J Nutr. 2004;92:S213-22.
43. Foster E, Adamson A. Challenges involved in measuring intake in early life: focus on methods. Proc Nutr Soc. 2014;73:201-9.
44. Faden VB, Day NL, Windle M, Windle R, Grube JW, Molina BSG, et al. Collecting longitudinal data through childhood, adolescence, and young adulthood: methodological challenges. Alcohol Clin Exp Res. 2004;28:330-40.
45. Martin CK, Nicklas T, Gunturk B, Correa JB, Allen HR, Champagne C. Measuring food intake with digital photography. J Hum Nutr Diet. 2014;27:72-81.
46. Adamson AJ, Baranowski T. Developing technological solutions for dietary assessment in children and young people. J Hum Nutr Diet. 2014;27:1-4.
47. Simpson E, Delve J, Poliakov I, Foster E, Jackson D, Comber R, et al. Iterative development of an online dietary recall tool, INTAKE24. Proc Nutr Soc. 2015;74:E117.
48. Leonard A, Hutchesson M, Patterson A, Chalmers K, Collins C. Recruitment and retention of young women into nutrition research studies: practical considerations. Trials. 2014;15:23.
49. Buffarini R, Muniz LC, Barros AJD, Araújo CL, Gonçalves H, Menezes AM, et al. Stability and change in fruit and vegetable intake of Brazilian adolescents over a 3-year period: 1993 Pelotas birth cohort. Public Health Nutr. 2015;19:386-92.
50. Magarey AM, Boulton TJC, Chatterton BE, Schultz C, Nordin BEC. Familial and environmental influences on bone growth from 11-17 years. Acta Paediatr. 1999;88:1204-10.
51. Boon N, Koppes LLJ, Saris WHM, Van Mechelen W. The relation between calcium intake and body composition in a Dutch population: the Amsterdam growth and health longitudinal study. Am J Epidemiol. 2005;162:27-32.
52. Kemper HCG, Post GB, Welten DC, van Mechelen W, Twisk JWR. What are the effects of calcium intake on bone health in young males and females - analysis of data from the Amsterdam growth and health longitudinal study. Acta Kinesiol Univ Tartu. 2001;6:57-74.
53. Post B, Kemper HC, Storm-Van EL. Longitudinal changes in nutritional habits of teenagers: differences in intake between schooldays and weekend days. Br J Nutr. 1987;57:161-76.
54. Post GB, Kemper HCG. Nutrient intake and biological maturation during adolescence. The Amsterdam growth and health longitudinal study. Eur J Clin Nutr. 1993;47:400-8.
55. Post GB, Kemper HCG, Twisk J, van Mechelen W. The association between dietary patterns and cardio vascular disease risk indicators in healthy youngsters: results covering fifteen years of longitudinal development. Eur J Clin Nutr. 1997;51:387-93.
56. Post GB, de Vente W, Kemper HCG, Twisk JWR. Longitudinal trends in and tracking of energy and nutrient intake over 20 years in a Dutch cohort of men and women between 13 and 33 years of age: the Amsterdam growth and health longitudinal study. Br J Nutr. 2001;85:375-85.
57. Twisk JWR, Staal BJ, Brinkman MN, Kemper HCG, van Mechelen W. Tracking of lung function parameters and the longitudinal relationship with lifestyle. Eur Respir J. 1998;12:627-34.
58. Twisk JWR, Kemper HCG, Mellenbergh GJ, van Mechelen W, Post GB. Relation between the longitudinal development of lipoprotein levels and lifestyle parameters during adolescence and young adulthood. Ann Epidemiol. 1996;6:246-56.
59. Twisk JW, Kemper HC, van Mechelen W, Post GB. Which lifestyle parameters discriminate high- from low-risk participants for coronary heart disease risk factors. Longitudinal analysis covering adolescence and young adulthood. J Cardiovasc Risk. 1997;4:393-400.
60. Twisk JWR, Kemper HCG, van Mechelen W, Post GB. Clustering of risk factors for coronary heart disease: the longitudinal relationship with lifestyle. Ann Epidemiol. 2001;11:157-65.
61. Uijtdewilligen L, Twisk JWR, Chinapaw MJM, Koppes LLJ, van Mechelen W, Singh AS. Longitudinal person-related determinants of physical activity in young adults. Med Sci Sports Exerc. 2014;46:529-36.
62. van de Laar RJJ, Stehouwer CDA, van Bussel BCT, Prins MH, Twisk JWR, Ferreira I. Adherence to a Mediterranean dietary pattern in early life is associated with lower arterial stiffness in adulthood: the Amsterdam growth and health longitudinal study. J Intern Med. 2013;273:79-93.
63. van de Laar RJJ, Stehouwer CDA, van Bussel BCT, te Velde SJ, Prins MH, Twisk JWR, et al. Lower lifetime dietary fiber intake is associated with carotid artery stiffness: the Amsterdam growth and health longitudinal study. Am J Clin Nutr. 2012;96:14-23.
64. Welten DC, Kemper HCG, Post GB, Van Staveren WA, Twisk JWR. Longitudinal development and tracking of calcium and dairy intake from teenager to adult. Eur J Clin Nutr. 1997;51:612-8.
65. Welten DC, Kemper HCG, Post GB, van Mechelen W, Twisk J, Lips P, et al. Weight-bearing activity during youth is a more important factor for peak bone mass than calcium intake. J Bone Miner Res. 1994;9:1089-96.
66. Feeley AB, Musenge E, Pettifor JM, Norris SA. Investigation into longitudinal dietary behaviours and household socio-economic indicators and their association with BMI Z-score and fat mass in South African adolescents: the birth to twenty (Bt20) cohort. Public Health Nutr. 2012;16:693-703.
67. Feeley A, Musenge E, Pettifor JM, Norris SA. Changes in dietary habits and eating practices in adolescents living in urban South Africa: the birth to twenty cohort. Nutrition. 2012;28:e1-6.
68. Adair LS, Popkin BM. Are child eating patterns being transformed globally? Obes Res. 2005;13:1281-99.
69. Eckhardt CL, Suchindran C, Gordon-Larsen P, Adair LS. The association between diet and height in the postinfancy period changes with age and socioeconomic status in Filipino youths. J Nutr. 2005;135:2192-8.
70. Bild DE, Sholinsky P, Smith DE, Lewis CE, Hardin JM, Burke GL. Correlates and predictors of weight loss in young adults: the CARDIA study. Int J Obes. 1996;20:47-55.
71. Duffey KJ, Gordon-Larsen P, Jacobs DR Jr, Williams OD, Popkin BM. Differential associations of fast food and restaurant food consumption with 3-y change in body mass index: the coronary artery risk development in young adults study. Am J Clin Nutr. 2007;85:201-8.
72. Patterson E, Wärnberg J, Kearney J, Sjöström M. The tracking of dietary intakes of children and adolescents in Sweden over six years: the European youth heart study. Int J Behav Nutr Phys Act. 2009;6
73. Deheeger M, Bellisle F, Rolland-Cachera MF. The French longitudinal study of growth and nutrition: data in adolescent males and females. J Hum Nutr Diet. 2002;15:429-38.
74. Falbe J, Willett WC, Rosner B, Gortmaker SL, Sonneville KR, Field AE. Longitudinal relations of television, electronic games, and digital versatile discs with changes in diet in adolescents. Am J Clin Nutr. 2014;100:1173-81.
75. Field AE, Sonneville KR, Falbe J, Flint A, Haines J, Rosner B, et al. Association of sports drinks with weight gain among adolescents and young adults. Obesity. 2014;22:2238-43.
76. van Jaarsveld CHM, Fidler JA, Simon AE, Wardle J. Persistent impact of pubertal timing on trends in smoking, food choice, activity, and stress in adolescence. Psychosom Med. 2007;69:798-806.
77. Laska MN, Murray DM, Lytle LA, Harnack LJ. Longitudinal associations between key dietary behaviors and weight gain over time: transitions through the adolescent years. Obesity. 2012;20:118-25.
78. Kwon S, Janz KF, Letuchy EM, Burns TL, Levy SM. Active lifestyle in childhood and adolescence prevents obesity development in young adulthood. Obesity. 2015;23:2462-9.
79. Affenito SG, Thompson DR, Barton BA, Franko DL, Daniels SR, Obarzanek E, et al. Breakfast consumption by African-American and white adolescent girls correlates positively with calcium and fiber intake and negatively with body mass index. J Am Diet Assoc. 2005;105:938-45.
80. Affenito SG, Thompson DR, Franko DL, Striegel-Moore RH, Daniels SR, Barton BA, et al. Longitudinal assessment of micronutrient intake among African-American and white girls: the National Heart, Lung, and Blood Institute growth and health study. J Am Diet Assoc. 2007;107:1113-23.
81. Barton BA, Eldridge AL, Thompson D, Affenito SG, Striegel-Moore RH, Franko DL, et al. The relationship of breakfast and cereal consumption to nutrient intake and body mass index: the National Heart, Lung, and Blood Institute growth and health study. J Am Diet Assoc. 2005;105:1383-9.
82. Franko DL, Albertson AM, Thompson DR, Barton BA. Cereal consumption and indicators of cardiovascular risk in adolescent girls. Public Health Nutr. 2011;14:584-90.
83. Kronsberg SS, Obarzanek E, Affenito SG, Crawford PB, Sabry ZI, Schmidt M, et al. Macronutrient intake of black and white adolescent girls over 10 years: the NHLBI growth and health study. J Am Diet Assoc. 2003;103:852-60.
84. Moore LL, Singer MR, Qureshi MM, Bradlee ML, Daniels SR. Food group intake and micronutrient adequacy in adolescent girls. Nutrients. 2012;4:1692-708.
85. White J, Jago R, Thompson JL. Dietary risk factors for the development of insulin resistance in adolescent girls: a 3-year prospective study. Public Health Nutr. 2014;17:361-8.
86. Striegel-Moore RH, Thompson DR, Affenito SG, Franko DL, Barton BA, Schreiber GB, et al. Fruit and vegetable intake: Few adolescent girls meet national guidelines. Prev Med (Baltim). 2006;42:223-8.
87. Gordon-Larsen P, Guilkey DK, Popkin BM. An economic analysis of community-level fast food prices and individual-level fast food intake: a longitudinal study. Health Place. 2011;17:1235-41.
88. Harris KM, Gordon-Larsen P, Chantala K, Udry JR. Longitudinal trends in race/ethnic disparities in leading health indicators from adolescence to young adulthood. Arch Pediatr Adolesc Med. 2006;160:74-81.
89. Nelson MC, Gordon-Larsen P, North KE, Adair LS. Body mass index gain, fast food, and physical activity: effects of shared environments over time. Obesity. 2006;14:701-9.
90. Niemeier HM, Raynor HA, Lloyd-Richardson EE, Rogers ML, Wing RR. Fast food consumption and breakfast skipping: predictors of weight gain from adolescence to adulthood in a nationally representative sample. J Adolesc Health. 2006;39:842-9.
91. Lipsky LM, Haynie DL, Liu D, Chaurasia A, Gee B, Li K, et al. Trajectories of eating behaviors in a nationally representative cohort of U.S. adolescents during the transition to young adulthood. Int J Behav Nutr Phys Act. 2015;12:138.
92. Boreham C, Robson PJ, Gallagher AM, Cran GW, Savage JM, Murray LJ. Tracking of physical activity, fitness, body composition and diet from adolescence to young adulthood: the young Hearts project, Northern Ireland. Int J Behav Nutr Phys Act. 2004;1
93. Gallagher AM, Robson PJ, Livingstone MBE, Cran GW, Strain JJ, Murray LJ, et al. Tracking of energy and nutrient intakes from adolescence to young adulthood: the experiences of the young Hearts project, Northern Ireland. Public Health Nutr. 2006;9:1027-34.
94. McCourt HJ, Draffin CR, Woodside JV, Cardwell CR, Young IS, Hunter SJ, et al. Dietary patterns and cardiovascular risk factors in adolescents and young adults: the Northern Ireland young Hearts project. Br J Nutr. 2014;112:1685-98.
95. Lien N, Jacobs DR, Klepp K-I. Exploring predictors of eating behaviour among adolescents by gender and socio-economic status. Public Health Nutr. 2002;5:671-81.
96. Lien N, Lytle L a, Klepp K-I. Stability in consumption of fruit, vegetables, and sugary foods in a cohort from age 14 to age 21. Prev Med (Baltim). 2001;33:217-26.
97. Thuen F, Breivik K, Wold B, Ulveseter G. Growing up with one or both parents: the effects on physical health and health-related behavior through adolescence and into early adulthood. J Divorce Remarriage. 2015;56:451-74.
98. Wiium N, Breivik K, Wold B. Growth trajectories of health behaviors from adolescence through young adulthood. Int J Environ Res Public Health. 2015;12:13711-29.
99. Kvaavik E, Andersen LF, Klepp K-I. The stability of soft drinks intake from adolescence to adult age and the association between long-term consumption of soft drinks and lifestyle factors and body weight. Public Health Nutr. 2005;8:149-57.
100. Arcan C, Neumark-Sztainer D, Hannan P, van den Berg P, Story M, Larson N. Parental eating behaviours, home food environment and adolescent intakes of fruits, vegetables and dairy foods: longitudinal findings from project EAT. Public Health Nutr. 2007;10:1257-65.
101. Bauer KW, Larson NI, Nelson MC, Story M, Neumark-Sztainer D. Fast food intake among adolescents: secular and longitudinal trends from 1999 to 2004. Prev Med (Baltim). [Internet]. Elsevier Inc. 2009;48:284-7.
102. Burgess-Champoux TL, Larson NI, Neumark-Sztainer DR, Hannan PJ, Story MT. Longitudinal and secular trends in adolescent whole-grain consumption, 1999-2004. Am J Clin Nutr. 2010;91:154-9.
103. Goldschmidt AB, Wall MM, Choo T-HJ, Larson NI, Neumark-Sztainer D. Mediators involved in the relation between depressive symptoms and weight status in female adolescents and young adults. Int J Obes. 2015;39:1027-9.
104. Larson NI, Neumark-Sztainer D, Harnack L, Wall M, Story M, Eisenberg ME. Calcium and dairy intake: longitudinal trends during the transition to young adulthood and correlates of calcium intake. J Nutr Educ Behav. 2009;41:254-60.
105. Larson NI, Neumark-Sztainer D, Hannan PJ, Story M. Trends in adolescent fruit and vegetable consumption, 1999-2004. Am J Prev Med. 2007;32:147-50.
106. Nelson MC, Neumark-Sztainer D, Hannan PJ, Story M. Five-year longitudinal and secular shifts in adolescent beverage intake: findings from project EAT (eating among teens)-II. J Am Diet Assoc. 2009;109:308-12.
107. Quick V, Wall M, Larson N, Haines J, Neumark-Sztainer D. Personal, behavioral and socio-environmental predictors of overweight incidence in young adults: 10-yr longitudinal findings. Int J Behav Nutr Phys Act. 2013;10:37.
108. O'Sullivan TA, Bremner AP, Mori TA, Beilin LJ, Wilson C, Hafekost K, et al. Regular fat and reduced fat dairy products show similar associations with markers of adolescent cardiometabolic health. Nutrients. 2016;8:22.
109. Parker CE, Vivian WJ, Oddy WH, Beilin LJ, Mori TA, O'Sullivan TA. Changes in dairy food and nutrient intakes in Australian adolescents. Nutrients. 2012;4:1794-811.
110. Black LJ, Allen KL, Jacoby P, Trapp GS, Gallagher CM, Byrne SM, et al. Low dietary intake of magnesium is associated with increased externalising behaviours in adolescents. Public Health Nutr. 2015;18:1824-30.
111. Black LJ, Burrows SA, Jacoby P, Oddy WH, Beilin LJ, Ping-Delfos WCS, et al. Vitamin D status and predictors of serum 25-hydroxyvitamin D concentrations in Western Australian adolescents. Br J Nutr. 2014;112:1154-62.
112. Davis JN, Alexander KE, Ventura EE, Toledo-Corral CM, Goran MI. Inverse relation between dietary fiber intake and visceral adiposity in overweight Latino youth. Am J Clin Nutr. 2009;90:1160-6.
113. de Winter AF, Visser L, Verhulst FC, Vollebergh WA, Reijneveld SA. Longitudinal patterns and predictors of multiple health risk behaviors among adolescents: the TRAILS study. Prev Med (Baltim). 2016;84:76-82.
114. Pearson N, Ball K, Crawford D. Mediators of longitudinal associations between television viewing and eating behaviours in adolescents. Int J Behav Nutr Phys Act. 2011;8:23.
115. Pearson N, Ball K, Crawford D. Predictors of changes in adolescents' consumption of fruits, vegetables and energy-dense snacks. Br J Nutr. 2011;105:795-803.
116. Stephens LD, McNaughton SA, Crawford D, Ball K. Longitudinal predictors of frequent vegetable and fruit consumption among socio-economically disadvantaged Australian adolescents. Appetite. 2014;78:165-71.
117. Stephens LD, McNaughton SA, Crawford D, Ball K. Predictors of high-energy foods and beverages: a longitudinal study among socio-economically disadvantaged adolescents. Public Health Nutr. 2014;17:324-37.
118. Stephens LD, McNaughton SA, Crawford D, Ball K. Socio-economic differences in predictors of frequent dairy food consumption among Australian adolescents: a longitudinal study. Public Health Nutr. 2015;18:3326-36.
119. Adeyanju M, Creswell WH. The relationship among attitudes, behaviors, and biomedical measures of adolescents "at risk" for cardiovascular disease. J Sch Health. 1987;57:326-31.
120. Adeyanju M. Adolescent health status, behaviors and cardiovascular disease. Adolescence. 1990;25:155-69.
121. Andrew R, Tiggemann M, Clark L. Predictors and health-related outcomes of positive body image in adolescent girls: a prospective study. Dev Psychol. 2016;52:463-74.
122. Bouziotas C, Koutedakis Y. A three year study of coronary heart disease risk factors in Greek adolescents. Pediatr Exerc Sci. 2003;15:9-18.
123. Bruno-Ambrosius K, Swanholm G, Twetman S. Eating habits, smoking and toothbrushing in relation to dental caries: a 3-year study in Swedish female teenagers. Int J Paediatr Dent. 2005;15:190-6.
124. Deforche B, Van Dyck D, Deliens T, De Bourdeaudhuij I. Changes in weight, physical activity, sedentary behaviour and dietary intake during the transition to higher education: a prospective study. Int J Behav Nutr Phys Act. 2015;12:16.
125. Fiorito LM, Marini M, Mitchell DC, Smiciklas-Wright H, Birch LL. Girls' early sweetened carbonated beverage intake predicts different patterns of beverage and nutrient intake across childhood and adolescence. J Am Diet Assoc. 2010;110:543-50.
126. Le Y-CL, Rahman M, Berenson AB. Perceived weight gain as a correlate of physical activity and energy intake among white, black, and Hispanic reproductive-aged women. J Women's Heal. 2010;19:1987-93.
127. Lehtonen-Veromaa M, Möttönen T, Leino A, Heinonen OJ, Rautava E, Viikari J. Prospective study on food fortification with vitamin D among adolescent females in Finland: minor effects. Br J Nutr. 2008;100:418-23.
128. Øvrebø EM. Food habits of school pupils in Tromso, Norway, in the transition from 13 to 15 years of age. Int J Consum Stud. 2011;35:520-8.
129. Pearson N, Salmon J, Campbell K, Crawford D, Timperio A. Tracking of children's body-mass index, television viewing and dietary intake over five-years. Prev Med (Baltim). 2011;53:268-70.
130. Racette SB, Deusinger SS, Strube MJ, Highstein GR, Deusinger RH. Weight changes, exercise, and dietary patterns during freshman and sophomore years of college. J Am Coll Heal. 2005;53:245-51.
131. Racette SB, Deusinger SS, Strube MJ, Highstein GR, Deusinger RH. Changes in weight and health behaviors from freshman through senior year of college. J Nutr Educ Behav. 2008;40:39-42.
132. Racette SB, Inman CL, Clark BR, Royer NK, Steger-May K, Deusinger SS. Exercise and Cardiometabolic risk factors in graduate students: a longitudinal, Observational, Study. J Am Coll Heal. 2014;62:47-56.
133. Rautava E, Lehtonen-Veromaa M, Kautiainen H, Kajander S, Heinonen OJ, Viikari J, et al. The reduction of physical activity reflects on the bone mass among young females: a follow-up study of 142 adolescent girls. Osteoporos Int. 2007;18:915-22.
134. von Post-Skagegård M, Samuelson G, Karlström B, Mohsen R, Berglund L, Bratteby L-E. Changes in food habits in healthy Swedish adolescents during the transition from adolescence to adulthood. Eur J Clin Nutr. 2002;56:532-8.