Evidence map›Paper›PMID 42847406›Full record

Trial reportAnnals of behavioral medicine : a publication of the Society of Behavioral Medicine2026

Expanding social networks through physical activity: implications for cardiometabolic health.

Becky Marquez, Xinlian Zhang, Dori Pekmezi, Bess Marcus

Abstract readRandomized Controlled Trial
In one paragraph

Trial report in Annals of behavioral medicine : a publication of the Society of Behavioral 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

4 authors.

Becky MarquezHerbert Wertheim School of Public Health & Human Longevity Science, University of California San Diego, La Jolla, CA 92093, United States.
Xinlian ZhangHerbert Wertheim School of Public Health & Human Longevity Science, University of California San Diego, La Jolla, CA 92093, United States.
Dori PekmeziDepartment of Health Behavior, University of Alabama at Birmingham, Birmingham, AL 35294, United States.
Bess MarcusDepartment of Behavioral and Social Sciences, Brown University School of Public Health, Providence, RI 02903, United States.

Funding

Culturally and Linguistically Adapted Physical Activity Intervention for LatinasR01NR011295 · NINR · UNIVERSITY OF CALIFORNIA, SAN DIEGO · PI MARCUS, BESS HYA · 2009 to 2018
$4.7M
NIH HHS R01NR011295NINR NIH HHS R01 NR011295
6 · The paper itself

Abstract

importanceBoth social networks (SN) and physical activity (PA) are linked to cardiovascular health, yet prospective studies examining them simultaneously are scarce.

objectiveThis study examined the temporal relationship between SN and PA as well as the association of both factors with cardiometabolic markers.

designA 1-year randomized controlled trial.

settingRemote intervention recruited from San Diego County, California.

participantsCommunity sample of underactive adult Latinas (N-199).

interventionCognitive-behavioral and individually tailored PA program delivered remotely. MAIN OUTCOMES AND MEASURES: The 7-day Physical Activity Recall Interview measured moderate-to-vigorous PA (MVPA) and the Social Network Index Scale measured social network size, social role diversity, close ties (eg, family and friends), and peripheral ties (eg, neighbors and coworkers) at baseline and months 6 and 12. Total cholesterol, low density lipoprotein (LDL), high density lipoprotein (HDL), and triglycerides (TG) were collected from a non-fasting blood sample at baseline and month 6. Data were analyzed using lagged mixed-effect modeling and exploratory multivariable change-score regression.

resultsParticipants who engaged in greater MVPA subsequently had more peripheral social ties. The reverse association was not observed, as SN did not predict later MVPA. Increased total network size, diverse ties, or peripheral ties were associated with reduced total cholesterol and LDL, but not HDL or TG, independent of concurrent changes in MVPA. No significant associations were detected between MVPA and lipid biomarkers. CONCLUSIONS AND RELEVANCE: Engaging in PA can help cultivate new social relationships. The formation of broader and acquaintance-based social connections may contribute to better cardiometabolic health.

Indexed as

Cardiovascular DiseasesExerciseHispanic or LatinoSocial NetworkingSocial SupportAdultCaliforniaFemaleHumansMiddle AgedSocial GroupTriglyceridesTriglyceridescardiometabolic markersLatinasphysical activityphysical activity interventionsocial networks

Identifiers

PMID42847406
PMCPMC13612171

What OpenQuestion holds

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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.