Evidence map›Paper›PMID 42861128›Full record

ArticleAmerican journal of lifestyle medicine2026

Wearable Health-Tracking Devices and Adherence to Physical Activity Guidelines Among US Adults, Including Those with Elevated Anxiety Symptoms: A Nationally Representative Cross-Sectional Analysis of HINTS 7 (2024).

David Goldman, Laurie Kortowich, Matthew Nagra

Abstract read
In one paragraph

Article in American journal of lifestyle medicine, 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

3 authors.

David GoldmanDepartment of Public Health, University of Helsinki, Helsinki, Finland (DG).ORCID https://orcid.org/0009-0006-2636-9342
Laurie KortowichDepartment of Health and Innovation, Plant Strong, Austin, TX, USA (LK).
Matthew NagraDepartment of Family Practice, University of British Columbia, Vancouver, Canada (MN).

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Physical activity is a pillar of lifestyle medicine, yet most US adults do not meet aerobic guidelines, and inactivity is especially common among people with anxiety. Wearables enable self-monitoring, but population-level evidence linking them to guideline adherence among distressed adults is limited. We analyzed 6686 adults from the nationally representative Health Information National Trends Survey 7 (2024). The outcome was meeting the aerobic guideline (≥150 weekly minutes of at least moderate-intensity activity); the exposure was wearable device use for health tracking. Elevated anxiety was defined as a 2-item Generalized Anxiety Disorder scale score ≥3. Weighted logistic regression yielded odds ratios (ORs) adjusted for sociodemographic and health covariates. Wearable users were more likely than non-users to meet the guideline (48.1% vs 36.4%; adjusted OR, 1.59; 95% CI, 1.33-1.91;

Indexed as

anxietydigital healthhealth equityHINTSlifestyle medicinephysical activityself-monitoringwearable devices

Identifiers

PMID42861128
PMCPMC13654009

What OpenQuestion holds

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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.