Evidence map›Paper›PMID 42321484›Full record

ArticleJournal of behavioral medicine2026

Built and socioeconomic environment: associations with cancer-risk health behaviors among healthy emerging adults.

Shannon Desbiens, Katie Darabos, Sean McHugh

Abstract read
In one paragraph

Article in Journal 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

3 authors.

Shannon DesbiensRutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ, 08854, USA. smd393@sph.rutgers.edu.ORCID http://orcid.org/0009-0006-6168-441X
Katie DarabosRutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ, 08854, USA. katie.darabos@rutgers.edu.ORCID http://orcid.org/0000-0002-3325-079X
Sean McHughRutgers School of Public Health, 683 Hoes Lane West, Piscataway, NJ, 08854, USA.ORCID http://orcid.org/0000-0001-5377-0613

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Health compromising behaviors such as tobacco use, binge drinking, physical inactivity, sedentary behavior, obesity, and inadequate sleep are associated with increased cancer risk. Emerging adults (age 18-29) may be especially vulnerable to engaging in health compromising behaviors due to the transitional nature and novel independence during this developmental period. The current study uses data from the 2022 Health Information Trends Survey Data Linkage Project to understand relationships between aspects of the built environment (i.e., the Food Environment and the Exercise Environment) and area-based socioeconomic status (i.e., Yost index) on health behavior profiles of healthy emerging adults in the United States. Latent class analysis identified two patterns of health behaviors, of which both were considerably unhealthy for engaging in different health behaviors pertinent to cancer risk. Binary logistic regression analyses revealed a significant association between emerging adults with lower access to exercise environments and a trend towards significance for those residing in median level socioeconomic status environment (SES) with emerging adults in health behavior Class 2. Analyses focused on identifying sociodemographic factors that increase cancer risk revealed that education level moderated the relationship between SES and health behavior class, and that education level and, separately, living in a rural area moderated the relationship between the exercise environment and health behavior class. Findings provide a greater understanding of emerging adults' built and socioeconomic environments that present barriers to engaging in healthy lifestyles. The findings present opportunities for future research and evidence-based interventions to be conducted with consideration to the role of the built and socioeconomic environment in mitigating cancer risk among the emerging adult population.

Indexed as

Built EnvironmentHealth BehaviorHealth Risk BehaviorsNeoplasmsSocial ClassAdolescentAdultExerciseFemaleHumansMaleSocioeconomic Disparities in HealthSocioeconomic FactorsUnited StatesYoung AdultBuilt environmentCancer preventionEmerging adultsHealth behaviorsSocioeconomic environment

Identifiers

PMID42321484
PMCPMC13385004

What OpenQuestion holds

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LicenceCC BY
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.