Nutrition Research
Volume 25, Issue 3 , Pages 251-260 , March 2005

Cluster analysis of individuals with similar trends of fat intake during childhood and adolescence: a new approach to analyzing dietary data

Received 11 December 2003 ,Revised 8 October 2004 ,Accepted 30 November 2004.

References 

  1. Decarli B, Cavadini C, Grin J, Blondel-Lubrano A, Narring F, Michaud PA. Food and nutrient intakes in a group of 11 to 16 year old Swiss teenagers. Int. J. Vitam. Nutr. Res. 2000;70:139–147
  2. Kersting M, Sichert-Hellert W, Alexy U, Manz F, Schoch G. Macronutrient intake of 1 to 18 year old German children and adolescents. Z. Ernahrungswiss. 1998;37:252–259
  3. Löwik M, Brussard J, Hulshof K, Kistemaker C, Schafsmaa G, Ockhuizen T, et al. Adequacy of the diet in the Netherlands in 1987-1988; Dutch nutrition surveillance system. Int. J. Food Sci. Nutr. 1994;45:1–62
  4. Lytle LA, Himes JH, Feldman H, Zive M, Dwyer J, Hoelscher D, et al. Nutrient intake over time in a multi-ethnic sample of youth. Public Health Nutr. 2002;5:319–328
  5. Matthys C, De Henauw S, Devos C, De Backer G. Estimated energy intake, macronutrient intake and meal pattern of Flemish adolescents. Eur. J. Clin. Nutr. 2003;57:366–375
  6. Troiano RP, Briefel RR, Carroll MD, Bialostosky K. Energy and fat intakes of children and adolescents in the United States: data from the national health and nutrition examination surveys. Am. J. Clin. Nutr. 2000;72:1343S–1353S
  7. World Health Organization (WHO). The World Health Report 2002. Reducing risks, promoting healthy life. Geneva: WHO; 2002;
  8. Aggett PJ, Haschke F, Heine W, Hernell O, Koletzko B, Lafeber H, et al. Committee report: childhood diet and prevention of coronary heart disease. ESPGAN Committee on Nutrition. European Society of Pediatric Gastroenterology and Nutrition. J. Pediatr. Gastroenterol. Nutr. 1994;19:261–269
  9. National Research Council (NRC). Diet and health: implications for reducing chronic disease risk. Washington (DC): National Academy Press; 1989;
  10. Canadian Paediatric Society. Nutrition recommendations update: dietary fats and children. Nutr. Rev. 1995;53:367–375
  11. Deutsche Gesellschaft für Ernährung (DGE) . Referenzwerte für die Nährstoffzufuhr (Reference values of nutrient intakes), Frankfurt: Umschau-Verlag; 2000;
  12. Post GB, de Vente W, Kemper HC, Twisk JW. 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;85:375–385
  13. Stein AD, Shea S, Basch CE, Contento IR, Zybert P. Variability and tracking of nutrient intakes of preschool children based on multiple administrations of the 24-hour dietary recall. Am. J. Epidemiol. 1991;134:1427–1437
  14. Wang Y, Bentley ME, Zhai F, Popkin BM. Tracking of dietary intake patterns of Chinese from childhood to adolescence over a six-year follow-up period. J. Nutr. 2002;132:430–438
  15. Singer MR, Moore LL, Garrahie EJ, Ellison RC. The tracking of nutrient intake in young children: The Framingham Children's Study. Am. J. Public Health. 1995;85:1673–1677
  16. Nicklas TA, Webber LS, Berenson GS. Studies of consistency of dietary intake during the first four years of life in a prospective analysis: Bogalusa Heart Study. J. Am. Coll. Nutr. 1991;10:234–241
  17. Twisk JW, Kemper HC, van Mechelen W, Post GB. Tracking of risk factors for coronary heart disease over a 14-year period: a comparison between lifestyle and biologic risk factors with data from the Amsterdam Growth and Health Study. Am. J. Epidemiol. 1997;145:888–898
  18. Kroke A, Manz F, Kersting M, Remer T, Sichert-Hellert W, Alexy U, et al. The DONALD study. History, current status and future perspectives. Eur. J. Nutr. 2004;43:45–54
  19. Hermanussen M, Lange S, Grasedyck L. Growth tracks in early childhood. Acta Paediatr. 2001;90:381–386
  20. Fisher L, Van Ness J. Admissible clustering procedures. Biometrika. 1971;58:91–104
  21. Hartigan J. Consistency of single linkage for high-density clusters. J. Am. Stat. Assoc. 1981;76:388–394
  22. Jardine N, Sibson R. Mathematical taxonomy. New York: Wiley; 1971;
  23. SAS Institute Inc. SAS/STAT user's Guide. Cary (NC): SAS Institute; 1990;
  24. Wong M, Lane T. A kth nearest clustering procedure. J. R. Stat. Soc. B. 1983;45(series B):362–368
  25. Hermanussen M, Grasedyck L, Kromeyer-Hauschild K, Prokopec M, Chrzastek-Spruch H. Growth tracks in pre-pubertal children. Ann. Hum. Biol. 2002;29:667–676
  26. Deheeger M, Akrout M, Bellisle F, Rossignol C, Rolland-Cachera MF. Individual patterns of food intake development in children: a 10 months to 8 years of age follow-up study of nutrition and growth. Physiol. Behav. 1996;59:403–407
  27. Robson PJ, Gallagher AM, Livingstone MB, Cran GW, Strain JJ, Savage JM, et al. Tracking of nutrient intakes in adolescence: the experiences of the Young Hearts Project, Northern Ireland. Br. J. Nutr. 2000;84:541–548
  28. Bergstrom E, Hernell O, Persson LA. Dietary changes in Swedish adolescents. Acta Paediatr. 1993;82:472–480
  29. Nicklas TA, Elkasabany A, Srinivasan SR, Berenson G. Trends in nutrient intake of 10-year-old children over two decades (1973-1994) : the Bogalusa Heart Study. Am. J. Epidemiol. 2001;153:969–977
  30. Zo eet Nederland . Resultaten van de Voedselconsumptiepeiling 1997-1998. Den Haag: Voedingscentrum; 1998;
  31. Alexy U, Sichert-Hellert W, Kersting M. Fifteen-year time trends in energy and macronutrient intake in German children and adolescents: results of the DONALD study. Br. J. Nutr. 2002;87:595–604
  32. Winkler G, Doring A, Keil U. Trends in dietary sources of nutrients among middle-aged men in southern Germany. Results of the MONICA Project Augsburg: Dietary surveys 1984/1985 and 1994/1995. Appetite. 2000;34:37–45
  33. Clavien H, Theintz G, Rizzoli R, Bonjour JP. Does puberty alter dietary habits in adolescents living in a Western society?. J. Adolesc. Health. 1996;19:68–75
  34. Zive MM, Berry CC, Sallis JF, Frank GC, Nader PR. Tracking dietary intake in white and Mexican-American children from age 4 to 12 years. J. Am. Diet Assoc. 2002;102:683–689
  35. Sichert-Hellert W, Kersting M, Schoch G. Underreporting of energy intake in 1 to 18 year old German children and adolescents. Z. Ernahrungswiss. 1998;37:242–251
  36. Becker W, Welten D. Under-reporting in dietary surveys—implications for development of food-based dietary guidelines. Public Health Nutr. 2001;4:683–687
  37. Goldberg GR, Black AE, Jebb SA, Cole TJ, Murgatroyd PR, Coward WA, et al. Critical evaluation of energy intake data using fundamental principles of energy physiology: 1. Derivation of cut-off limits to identify under-recording. Eur. J. Clin. Nutr. 1991;45:569–581

PII: S0271-5317(05)00012-6

doi: 10.1016/j.nutres.2004.11.003

Nutrition Research
Volume 25, Issue 3 , Pages 251-260 , March 2005

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