Evidence map›Paper›PMID 38773297›Full record

ArticleNPJ digital medicine2024

Virtual fitness buddy ecosystem: a mixed reality precision health physical activity intervention for children.

Sun Joo Grace Ahn, Michael D Schmidt, Allan D Tate, Stephen Rathbun, James J Annesi, Lindsay Hahn, Eric Novotny, Christian Okitondo, Rebecca N Grimsley, Kyle Johnsen

Abstract read
In one paragraph

Article in NPJ digital medicine, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. The Role of Virtual Reality in Childhood Obesity Treatment: A Narrative Review.International journal of environmental research and public health · 2025
    Review
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

10 authors.

Sun Joo Grace AhnGrady College of Journalism and Mass Communication, University of Georgia, Athens, GA, USA. sjahn@uga.edu.ORCID http://orcid.org/0000-0002-6657-3886
Michael D SchmidtDepartment of Kinesiology, University of Georgia, Athens, GA, USA.
Allan D TateEpidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA, USA.ORCID http://orcid.org/0000-0001-6039-2868
Stephen RathbunEpidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA, USA.
James J AnnesiKinesiology Department, California State University, Monterey Bay, Seaside, CA, USA.
Lindsay HahnDepartment of Communication, University at Buffalo, Buffalo, NY, USA.
Eric NovotnyWorkplace Research and Insights, Haworth, Inc., Holland, MI, 49424, USA.
Christian OkitondoEpidemiology and Biostatistics, College of Public Health, University of Georgia, Athens, GA, USA.
Rebecca N GrimsleyCenter for Advanced Computer-Human Ecosystems, University of Georgia, Athens, GA, USA.
Kyle JohnsenCollege of Engineering, University of Georgia, Athens, GA, USA.

Funding

The Virtual Fitness Buddy Ecosystem: Using Digital Technology to Promote and Sustain Moderate-to-Vigorous Intensity Physical Activity in ChildrenR01HL135359 · NHLBI · UNIVERSITY OF GEORGIA · PI AHN, SUN JOO JOO · 2017 to 2021
$3.3M
NHLBI NIH HHS R01 HL135359U.S. Department of Health & Human Services | NIH | National Heart, Lung, and Blood Institute (NHLBI) 1R01HL135359
6 · The paper itself

Abstract

6-11-year-old children provide a critical window for physical activity (PA) interventions. The Virtual Fitness Buddy ecosystem is a precision health PA intervention for children integrating mixed reality technology to connect people and devices. A cluster randomized, controlled trial was conducted across 19 afterschool sites over two 6-month cohorts to test its efficacy in increasing PA and decreasing sedentary behavior. In the treatment group, a custom virtual dog via a mixed reality kiosk helped children set PA goals while sharing progress with parents to receive feedback and support. Children in the control group set PA goals using a computer without support from the virtual dog or parents. 303 children had 8+ hours of PA data on at least one day of each of the 3 intervention time intervals. Conversion of sedentary time was primarily to light-intensity PA and was strongest for children with low baseline moderate-to-vigorous PA than children above 45 min of baseline moderate-to-vigorous PA. Findings suggest that the VFB ecosystem can promote sustainable PA in children and may be rapidly diffused for widespread public health impact.

Identifiers

PMID38773297
PMCPMC11109260

What OpenQuestion holds

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LicenceCC BY
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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.