The extended relationship between child cardiovascular risks and academic performance measures
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Objective: To examine the relationship between children's overweight status and other cardiovascular risk fitness factors and academic performance among fifth‐grade students. Research Methods and Procedures: Using a sample of 968 fifth‐grade students (50.7% boys; mean age = 10.6 years), children's cardiovascular risks (BMI, blood pressure, acanthosis nigricans) and fitness measures were compared with their mean group performance scores across four subscales (mathematics, reading/language arts, science, and social studies) of a statewide standardized academic performance test. Results: Of this sample, 39% were either at risk for being overweight or were already overweight; slightly over one half were of normal weight. Initial findings revealed a significant relationship between children's weight category and their reading/language arts, mathematics, and science test scores even after controlling for a proxy of socioeconomic status. When additional cardiovascular risk and fitness measures were included in the model, however, children's BMI status had no association. Instead, a composite fitness index, children's blood pressure, sex, and proxy of socioeconomic status were significantly associated with children's academic test scores. Discussion: This study expanded our understanding of the connection between children's overweight risks and academic performance by examining the impact of other cardiovascular risk factors such as high blood pressure and measures of fitness. These findings support the development and implementation of childhood cardiovascular risk surveillance programs that evaluate not only children's overweight risks but also their fitness, risk for type 2 diabetes, and/or high blood pressure by showing a relationship between some of these risks and children's academic test performance.
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Lack of emotional distress, vigorous physical activity and good physical fitness, low aggression, and balanced nutrition are health assets positively associated with academic achievement.
“Lack of emotional distress,14 vigorous physical activity and good physical fitness,12, 15, 16 low aggression,17 and balanced nutrition18, 19 are health assets positively associated with academic achievement.”
From Health and School Outcomes During Children's Transition Into Adolescence (2013) · cites this paper as [12]
Evidence suggests that neither body mass index nor body fat are strong predictors of achievement; rather, poor physical fitness seems to be the key determinant of lower achievement.
“Evidence of associations between obesity and achievement suggests that neither body mass index nor body fat are strong predictors; rather, poor physical fitness seems to be the key determinant of lower achievement.11, 12”
From Health and School Outcomes During Children's Transition Into Adolescence (2013) · cites this paper as [12]
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Self-citationMotorické dovednosti v kontextu kognitivních procesů a self-conceptu dítěte
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- Authors
- Cottrell, L. A., Northrup, K., & Wittberg, R.
- Affiliations
- West Virginia University (US)
- Corresponding author
- Cottrell, Lesley A.
- ORCID
- Cottrell, Lesley A.
- Venue
- Obesity
- Publisher
- Wiley
- Published
- 2007-12
- Volume
- 15
- Issue
- 12
- Pages
- 3170-3177
- ISSN
- 1930-7381 (ISSN-L)
- 1930-739X
- OpenAlex
- W2086675177
- Cited by
- 86
- References
- 26
- Citations by year
- 2026: 1 · 2025: 2 · 2022: 7 · 2021: 3 · 2020: 2 · 2019: 4 · 2018: 2 · 2017: 4 · 2016: 5 · 2015: 7 · 2014: 9 · 2013: 9 · 2012: 10
- FWCI
- 3.79
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Locations
- Obesity (publishedVersion)
- PubMed (publishedVersion)
- Funders
- West Virginia University
- Claude Worthington Benedum Foundation
- Topics
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Health Professions › Speech and Hearing › School Health and Nursing Education
- Keywords
- childhood overweight, cardiovascular risk factors, academic performance, body mass index, blood pressure, acanthosis nigricans, physical fitness, fifth grade students, standardized test scores, socioeconomic status, type 2 diabetes risk
- MeSH terms
- Achievement, Cardiovascular Diseases, Child, Diabetes Mellitus, Type 2, Educational Measurement, Female, Health Status, Health Surveys, Humans, Hypertension, Male, Obesity, Risk Factors, Social Class, Models, Statistical, Body Mass Index, Multivariate Analysis, Overweight
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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