Abstract
Background
Dietary patterns provide insight into relationships between diet and disease. Food
frequency questionnaires (FFQs) can identify dietary patterns in adults, but similar
analyses have not been performed for toddlers.
Objective
The aim of the Eating Assessment in Toddlers study was to evaluate the relative validity
and reproducibility of dietary patterns from an FFQ developed for toddlers aged 12
to 24 months.
Design/setting
Participants were 160 toddlers aged 12 to 24 months and their primary caregiver who
completed an FFQ twice, approximately 5 weeks apart (FFQ1 and FFQ2). A 5-day weighed
food record was collected on nonconsecutive days between FFQ administrations.
Statistical analysis
Principal component analysis identified three major dietary patterns similar across
FFQ1, FFQ2, and the 5-day weighted food record.
Results
The sweet foods and fries pattern was characterized by high intakes of sweet foods,
fries and roast potato and kumara (sweet potato), butter and margarines, processed
meat, sweet drinks, and fruit or milk drinks. The vegetables and meat pattern was
characterized by high intakes of vegetables, meat, eggs and beans, and fruit. The
milk and fruit pattern was characterized by high intakes of milk and milk products
and fruit, and low intakes of breastmilk and infant and follow-up formula. The FFQ
(FFQ1) correctly classified 43.1% to 51.0% of toddlers into the same quartile of pattern
score as the 5-day weighted food record, and Pearson correlations ranged from 0.56
to 0.68 for the three patterns. Reliability coefficients ranged from 0.71 to 0.72
for all three dietary patterns.
Conclusions
the Eating Assessment in Toddlers study FFQ shows acceptable relative validity and
high reproducibility for identifying dietary patterns in toddlers.
Keywords
To read this article in full you will need to make a payment
Purchase one-time access:
Academic & Personal: 24 hour online accessCorporate R&D Professionals: 24 hour online accessOne-time access price info
- For academic or personal research use, select 'Academic and Personal'
- For corporate R&D use, select 'Corporate R&D Professionals'
Subscribe:
Subscribe to Journal of the Academy of Nutrition and DieteticsAlready a print subscriber? Claim online access
Already an online subscriber? Sign in
Register: Create an account
Institutional Access: Sign in to ScienceDirect
References
- Being big or growing fast: Systematic review of size and growth in infancy and later obesity.BMJ. 2005; 331: 929
- Rapid growth in infancy and childhood and obesity in later life—a systematic review.Obes Rev. 2005; 6: 143-154
- Prediction of childhood obesity by infancy weight gain: An individual-level meta-analysis.Paediatr Perinat Epidemiol. 2012; 26: 19-26
- Principles of Nutritional Assessment.2nd ed. Oxford University Press, New York, NY2005
- Nutritional Epidemiology.2nd ed. Oxford University Press, New York, NY1998
- Reproducibility and validity of food-frequency questionnaires. Nutritional Epidemiology.2nd ed. Oxford University Press, Oxford, UK1998: 101-147
- Validation of a semi-quantitative food-frequency questionnaire used among 2-year-old Norwegian children.Public Health Nutr. 2004; 7: 757-764
- Validation of a semi-quantitative food-frequency questionnaire used among 12-month-old Norwegian infants.Eur J Clin Nutr. 2003; 57: 881-888
- Validation of a food frequency questionnaire in Native American and Caucasian children 1 to 5 years of age.Matern Child Health J. 1999; 3: 167-172
- Development of a food frequency questionnaire for toddlers of low-German-speaking Mennonites from Mexico.Can J Diet Pract Res. 2012; 73: 40-44
- Comparison of dietary intake methods with young children.Psychological Rep. 1994; 74: 883-889
- Relative validity and reliability of a food frequency questionnaire for a triethnic population of 1-year-old to 3-year-old children from low-income families.J Am Diet Assoc. 2005; 105: 727-734
- What do babies eat? Evaluation of a food frequency questionnaire to assess the diets of infants aged 6 months.Public Health Nutr. 2008; 11: 751-756
- What do babies eat? Evaluation of a food frequency questionnaire to assess the diets of infants aged 12 months.Public Health Nutr. 2009; 12: 967-972
- Relative validation of a beverage frequency questionnaire in children ages 6 months through 5 years using 3-day food and beverage diaries.J Am Diet Assoc. 2003; 103: 714-720
- Validation of a food frequency questionnaire in preschool children.Epidemiology. 2003; 14: 213-217
- Comparison of energy intake in toddlers assessed by food frequency questionnaire and total energy expenditure measured by the doubly labeled water method.J Acad Nutr Diet. 2013; 113: 459-463
- Food frequency questionnaire for assessing infant iron nutrition.Can J Diet Pract Res. 2005; 66: 176-182
- Dietary pattern analysis: A new direction in nutritional epidemiology.Curr Opin Lipidol. 2002; 13: 3-9
- Empirically derived eating eating patterns using factor or cluster analysis: A review.Nutr Rev. 2004; 62: 177-203
- Reproducibility and validity of dietary patterns assessed with a food-frequency questionnaire.Am J Clin Nutr. 1999; 69: 243-249
- Consistency of food intake factors by different dietary assessment methods and population groups.Br J Nutr. 2003; 90: 667-678
- Reproducibility and validity of major dietary patterns among Swedish women assessed with a food-frequency questionnaire.J Nutr. 2004; 134: 1541-1545
- Dietary patterns in pregnant women: A comparison of food-frequency questionnaires and 4 d prospective diaries.Br J Nutr. 2007; 99: 869-875
- Relative validity of dietary patterns derived from a self-administered diet history questionnaire using factor analysis among Japanese adults.Public Health Nutr. 2009; 13: 1080-1089
- Relative vailidity of adolescent dietary patterns: A comparison of a FFQ and 3 d food record.Br J Nutr. 2010; 105: 625-633
- The relative validity and reproducibility of an iron food frequency questionnaire for identifying iron-related dietary patterns in young women.J Acad Nutr Diet. 2012; 112: 1177-1187
- Reproducibility and validity of dietary patterns assessed by a food frequency questionnaire used in the 5-year follow-up survey of the Japan Public Health Center-Based Prospective Study.J Epidemiol. 2012; 22: 205-215
- Validation of a Multi-Nutrient Food Frequency Questionnaire to Determine Nutrient Intakes of New Zealand Toddlers 12-24 Months Old [master’s thesis].Department of Human Nutrition, University of Otago, Dunedin, New Zealand2012
- Quantities of foods consumed by 12- to 24-month-old New Zealand children.Nutr Diet. 2010; 67: 244-250
- Cost-efficient design of a diet validation study.Am J Epidemiol. 1995; 142: 353-362
- Factor analysis in the development and refinement of clinical assessment instruments.Psychol Assess. 1995; 7: 286-299
- Can dietary patterns help us detect diet-disease associations?.Nutr Res Rev. 2005; 18: 241-248
- Invited commentary: A further look at dietary questionnaire validation.Am J Epidemiol. 2001; 154: 1100-1102
- New Zealand Index of Deprivation, 2006.Wellington, New Zealand. 2007;
- Food consumption patterns of infants and toddlers: Where are we now?.J Am Diet Assoc. 2010; 110: S38-S51
- Relative validity and reproducibility of a food-frequency questionnaire for estimating food intakes among Flemish preschoolers.Int J Environ Res Public Health. 2009; 6: 382-399
- Validity and reproducibility of a semi-quantitative food-frequency questionnaire for estimating calcium intake in Belgian preschool children.Br J Nutr. 2006; 95: 802-816
- Short-term repeatability of a food frequency questionnaire in New Zealand children 1-14 y.Eur J Clin Nutr. 2003; 57: 1498-1503
- Dietary assessment instruments for preschool children: Reliability of parental responses to the 24-hour recall and a food frequency questionnaire.J Am Diet Assoc. 1990; 90: 814-820
- Dietary patterns in infancy: The importance of maternal and family influences on feeding practice.Br J Nutr. 2007; 98: 1029-1037
- Food and Nutrition Guidelines for Healthy Infants and Toddlers (Aged 0-2): A Background Paper – Partially Revised December 2012.Ministry of Health, Wellington, New Zealand2008
- Development, validation and utilisation of food-frequency questionnaires—A review.Public Health Nutr. 2002; 5: 567-587
Biography
V. C. Mills is a nutritionist at the time of the study, he was a graduate student, Department of Human Nutrition, University of Otago, Dunedin, New Zealand.
Biography
E. O. Watson is a nutritionist at the time of the study, he was a graduate student, Department of Human Nutrition, University of Otago, Dunedin, New Zealand.
Biography
P. M. L. Skidmore is a senior lecturer, Department of Human Nutrition, University of Otago, Dunedin, New Zealand.
Biography
A.-L. M. Heath is a senior lecturer, Department of Human Nutrition, University of Otago, Dunedin, New Zealand.
Biography
E. A. Fleming is an assistant research fellow, Department of Human Nutrition, University of Otago, Dunedin, New Zealand.
Biography
R. W. Taylor is a research associate professor, Department of Medicine, University of Otago, Dunedin, New Zealand.
Article info
Publication history
Published online: November 25, 2014
Accepted:
September 8,
2014
Footnotes
STATEMENT OF POTENTIAL CONFLICT OF INTEREST No potential conflict of interest was reported by the authors.
FUNDING/SUPPORT Funding for the study was provided by the University of Otago.
Identification
Copyright
© 2015 Academy of Nutrition and Dietetics. Published by Elsevier Inc. All rights reserved.