Evidence map›Paper›PMID 41788529›Full record

Observational studyFrontiers in public health2026

Trends in 4th-12th grade students' aerobic capacity and muscular strength and endurance: New York City public school students, 2006-2019.

Sophia Day, Caroline Nguyen, Kira Argenio, Kevin Konty, Sydney S Dougan, Emily D'Agostino, Cody D Neshteruk, Brooke E Wagner, Hannah R Thompson

Abstract readObservational Study
In one paragraph

Observational study in Frontiers in public health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

9 authors.

Sophia DayOffice of School Health, Research and Analytics, New York City Department of Health and Mental Hygiene, New York, NY, United States.
Caroline NguyenDepartment of Community Health Science, School of Public Health, University of California, Berkeley, Berkeley, CA, United States.
Kira ArgenioOffice of School Health, Research and Analytics, New York City Department of Health and Mental Hygiene, New York, NY, United States.
Kevin KontyOffice of School Health, Research and Analytics, New York City Department of Health and Mental Hygiene, New York, NY, United States.
Sydney S DouganDepartment of Community Health Science, School of Public Health, University of California, Berkeley, Berkeley, CA, United States.
Emily D'AgostinoDepartment of Population Health Sciences and Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States.
Cody D NeshterukDepartment of Population Health Sciences and Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States.
Brooke E WagnerDepartment of Population Health Sciences and Department of Orthopaedic Surgery, Duke University School of Medicine, Durham, NC, United States.
Hannah R ThompsonDepartment of Community Health Science, School of Public Health, University of California, Berkeley, Berkeley, CA, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Systematically monitoring youth fitness over time is critical for designing and implementing policies and interventions to maintain/increase youth fitness and reduce the burden of non-communicable disease. This study describes trends in student fitness over school years 2006/07-2018/19, the longest period for which US-based data are available. Methods: This observational, longitudinal study uses 13 years of population-weighted data from the New York City (NYC) FITNESSGRAM from 2,272,575 unique students (8,523,877 student-year observations) in 4th-12th grades from 1,721 public schools. Sex-and age-specific performance was assessed using healthy fitness zones (HFZ), validated performance standards indicating whether individual fitness was sufficient for good overall health. Adjusted generalized estimating equations determined the prevalence of being in the HFZ for aerobic capacity, push-ups, and curl-ups for all students, and by student sex, grade level, race/ethnicity, and home neighborhood socioeconomic status (SES). Results: In 2006/07, 24.7% of students were in the HFZ for aerobic capacity, 55.3% for push-ups, and 65.0% for curl-ups. By 2018-19, 35.6% were in the HFZ for aerobic capacity (a relative increase of 44.1% from baseline; Conclusion: Thirteen years of data from the largest school district in the nation demonstrate overall improvements in student fitness performance on all three tests, with the largest gains seen for aerobic capacity. However, continued work is necessary to address persistent disparities in NYC youth aerobic capacity and muscular strength and endurance by sex, grade level, race/ethnicity, and socioeconomic status.

Indexed as

Muscle StrengthPhysical EndurancePhysical FitnessStudentsAdolescentChildFemaleHumansLongitudinal StudiesMaleNew York CitySchoolscardiorespiratory fitness (CRF)elementary studentsmuscular endurancemuscular strengthsecondary students

Identifiers

PMID41788529
PMCPMC12957200

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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.