Evidence map›Paper›PMID 36721727›Full record

ArticleSport sciences for health2023

The impact of bias on developing healthy lifestyles, understanding if personal perspectives impact modeling and recommendations of diet and exercise by educators to their students.

James E Clark, Emily Sirois, Martha F Wiszniak

Open access · bronzeAbstract read
In one paragraph

Article in Sport sciences for health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
0.6field-weighted citation impact, top 33% of its field
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

1 citing paper in PubMed, 2 citations in OpenAlex.

  1. Article
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

3 authors at 2 institutions in 1 country.

James E ClarkScientific Health: Education and Human Performance, Oakley, CA 94561 USA.ORCID 0000-0002-4614-9535
Emily SiroisScientific Health: Education and Human Performance, Oakley, CA 94561 USA.
Martha F WiszniakScientific Health: Education and Human Performance, Oakley, CA 94561 USA.
OAK Orthopedics · USBrentwood Hospital · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Educators have an ability to imprint healthy behavior in children. Yet, little is known about how a bias by educators might impact imprinting on students. Therefore, we examined if educators' bias in opinions about diet and exercise influence the manner they are discussed with students. Methods: 340 (144 F/196 M) educators from over 14 states (USA) provided responses regarding: personal opinions about and history of following diets or using exercise regimens; perspective on commonly held beliefs regarding diet, exercise, body image and morphology; and who should provide recommendations. Responses were tabulated for average and percentage with subsequent analysis by Pearson correlations or keyword frequencies of responses. Results: Almost all (97%) understand social pressures related to body image and need to portray healthy behaviors to students. Bias was evident based on history of recommending or discouraging a specific diet ( Conclusion: Findings indicate (1) portrayal of healthy behaviors to students exist but expressed opinion that families have a greater influence than educators on healthy lifestyles, (2) there appears to be an unawareness of personal bias or expression of implicit bias toward behaviors projected to students, and (3) health/physical education and life science teachers may be able to act as a source of unbiased information to provide resources to a school site to aid in developing healthy lifestyles.

Indexed as

Behavior modelingBiasHealthRecommendations

Identifiers

PMID36721727
PMCPMC9880936
OpenAlexW4318219000

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.