Cited by 67Physical Activity and HealthObesity, Physical Activity, DietChildren's Physical and Motor Development

Evidence that Aerobic Fitness Is More Salient than Weight Status in Predicting Standardized Math and Reading Outcomes in Fourth- through Eighth-Grade Students

Open access
Rauner, Robert R., Walters, Ryan W., Avery, Marybell, Wanser, Teresa J.·2013·The Journal of Pediatrics

Abstract

OBJECTIVE: To determine whether aerobic fitness is more salient than weight status in predicting performance on standardized math and reading tests in fourth- to eighth-grade students. STUDY DESIGN: A cross-sectional study of data abstracted from 11,743 students in 47 public schools. Aerobic fitness was defined by entering the healthy fitness zone of Fitnessgram's Progressive Aerobic Cardiovascular Endurance Run, which has been shown to correlate highly with maximum oxygen consumption. Mixed-effects logistic regression analyses were conducted to model the student-level effect of aerobic fitness status on passing the Nebraska State Accountability (NeSA) math and reading tests after adjusting for body mass index (BMI) percentile, free/reduced lunch status, sex, race, grade level, and school type. RESULTS: After adjustment, aerobically fit students had greater odds of passing the NeSA math and reading tests compared with aerobically unfit students regardless of whether the students received free/reduced lunch; however, the effect of being aerobically fit on the standardized test scores was significantly greater for students not receiving free/reduced lunch. Weight status, as measured by BMI percentile, was not a significant predictor of passing the NeSA math or reading test after including free/reduced lunch status in the model. CONCLUSIONS: Aerobic fitness was a significant predictor of academic performance; weight status was not. Although decreasing BMI for an overweight or obese child undoubtedly improves overall health, results indicated all students benefit academically from being aerobically fit regardless of weight or free/reduced lunch status. Therefore, to improve academic performance, school systems should focus on the aerobic fitness of every student.

Integrity signals

Registry

Crossref · 10.1016/j.jpeds.2013.01.006

Cites

19 of 19 references verified0 citation errors · 0 not checkable

Statistics

Recomputing p-values needs the paper’s full text.

Claims the paper makes

We couldn’t retrieve this paper’s full text, so its claims and self-check weren’t run. The registry and citation checks still apply.

Claims other papers make about this one

Each is checked against this paper’s own text: does it say what the citing paper says it does?

Cites

Flagged first, then by citations

1 of the 20 references couldn’t be matched to a known paper.

Cited by

Sorted by citations

Authors
Rauner, R. R., Walters, R. W., Avery, M., & Wanser, T. J.
Affiliations
Creighton University (US)
Corresponding author
Rauner, Robert R.
Venue
The Journal of Pediatrics
Publisher
Elsevier BV
Published
2013-08
Volume
163
Issue
2
Pages
344-348
ISSN
0022-3476 (ISSN-L)
OpenAlex
W2013897672
Cited by
67
References
20
Citations by year
2026: 1 · 2025: 2 · 2024: 2 · 2023: 2 · 2022: 5 · 2021: 5 · 2020: 5 · 2019: 6 · 2018: 6 · 2017: 2 · 2016: 10 · 2015: 14 · 2014: 7
FWCI
7.19
Type
journal article
Language
en
Open access
Locations
  • The Journal of Pediatrics (publishedVersion, cc-by-nc-nd)
  • PubMed (publishedVersion)
Funders
University of Nebraska-Lincoln
Topics
  • Health Sciences › Medicine › Physiology › Physical Activity and Health
  • Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
  • Social Sciences › Psychology › Developmental and Educational Psychology › Children's Physical and Motor Development
Keywords
cardiorespiratory fitness, weight status, body mass index, academic performance, standardized test scores, mathematics achievement, reading achievement, children, adolescents, free/reduced lunch, school-based physical activity, FITNESSGRAM
MeSH terms
Adolescent, Body Weight, Child, Cross-Sectional Studies, Educational Status, Female, Humans, Male, Mathematics, Physical Fitness, Reading, Exercise

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 ›

Are you an author, or do you see a problem with this page? Request a review