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Predicting Adolescents' Intake of Fruits and Vegetables
Abstract
Objective To explore potential predictors of adolescents' fruit and vegetable intake by expanding on current theory and drawing from other adolescent research.Design This research reports on baseline and interim data from a school-based intervention study. Data were collected through surveys administered to students at the beginning and end of their 7th grade year.Setting The students attended 16 public schools in Minnesota.Participants Data were collected on 3878 students; approximately half were female and 67% were white. All students in the 7th grade cohort were invited to participate in the surveys and over 94% completed both surveys.Variables measured Our dependent variable, fruit and vegetable intake, was assessed by a validated fruit and vegetable food frequency scale. Predictive factors assessed included parenting style, spirituality/religiosity, depressive symptoms, and other commonly assessed predictors.Analysis Generalized linear mixed model regression. Omnibus test of association using P <.05 is reported.Results Subjective norms, barriers, knowledge, usual food choice, parenting style, spirituality/religiosity, and depressive symptoms were statistically significant predictors of intake. The model explained about 31% of the variance in fruit and vegetable consumption.Conclusions and implications To better understand adolescents' fruit and vegetable intake, we must explore novel predictors. Our results need to be replicated, and more exploratory research in this field is needed.
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“Of 21 studies with the highest quality ratings, 16 (76%) reported positive associations [82, 295–300] and two (10%) found negative associations [296, 301].”
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Metadata
- Authors
- Lytle, L. A., Varnell, S., Murray, D. M., Story, M., Perry, C., Birnbaum, A. S., & Kubik, M. Y.
- Affiliations
- University of Minnesota (US)
- University of Memphis (US)
- Venue
- Journal of Nutrition Education and Behavior
- Publisher
- Elsevier BV
- Published
- 2003-07
- Volume
- 35
- Issue
- 4
- Pages
- 170-178
- ISSN
- 1499-4046 (ISSN-L)
- OpenAlex
- W2164724448
- Cited by
- 186
- References
- 40
- Citations by year
- 2026: 1 · 2025: 2 · 2024: 2 · 2023: 42 · 2022: 5 · 2021: 7 · 2020: 5 · 2019: 5 · 2018: 5 · 2017: 8 · 2016: 11 · 2015: 5 · 2014: 14 · 2013: 8 · 2012: 11
- FWCI
- 5.26
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Journal of Nutrition Education and Behavior (publishedVersion)
- PubMed (publishedVersion)
- Funders
- National Cancer Institute (R01CA071943, 5R01-CA71943-02)
- Topics
- Health Sciences › Nursing › Nutrition and Dietetics › Nutrition, Health and Food Behavior
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Nutritional Studies and Diet
- Keywords
- fruit and vegetable intake, adolescents, parenting styles, religion and spirituality, depressive symptoms, subjective norms, barriers to eating, nutrition knowledge, school-based intervention
- MeSH terms
- Adolescent, Adolescent Behavior, Diet Surveys, Feeding Behavior, Female, Fruit, Humans, Male, Models, Theoretical, Predictive Value of Tests, Surveys and Questionnaires, Sex Factors, Social Class, Vegetables, Cohort Studies, Health Behavior, Linear Models, Adolescent Nutritional Physiological Phenomena
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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