Evidence map›Paper›PMID 42736530›Full record

ArticlePrevention science : the official journal of the Society for Prevention Research2026

Perceived Social Connectedness and Substance Use among Adolescents and Young Adults in North Carolina.

Parissa J Ballard, Thomas P McCoy, Jonna Lasley, Melinda M Pankratz, Kathleen L Egan, Justin B Moore, Veronica Cole, Renata Yassa, Kimberly G Wagoner, Jennifer Cornacchione Ross and 1 more

Abstract read
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In one paragraph

Article in Prevention science : the official journal of the Society for Prevention Research, 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

11 authors.

Parissa J BallardDepartment of Family & Community Medicine, Wake Forest University School of Medicine, Piedmont Plaza 1, Winston-Salem, NC, 27104, USA. Parissa.ballard@wfusm.edu.ORCID http://orcid.org/0000-0001-9125-4089
Thomas P McCoyCapstone College of Nursing, The University of Alabama, Tuscaloosa, AL, USA.ORCID http://orcid.org/0000-0003-4813-1248
Jonna LasleyDepartment of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0009-0004-8270-6839
Melinda M PankratzDepartment of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0009-0006-8866-2309
Kathleen L EganDepartment of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0002-9447-1609
Justin B MooreDepartment of Implementation Science, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0003-4059-0538
Veronica ColeDepartment of Psychology, Wake Forest University, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0002-1139-1620
Renata YassaDepartment of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.
Kimberly G WagonerDepartment of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0001-5955-5148
Jennifer Cornacchione RossDepartment of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0001-5173-3130
Scott D RhodesDepartment of Social Sciences and Health Policy, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, NC, USA.ORCID http://orcid.org/0000-0002-9797-8114

Funding

Youth Engagement: An Organization-Level Strategy to Prevent Opioid Misuse among Young AdultsK01DA048201 · NIDA · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI BALLARD, PARISSA JAHROMI · 2020 to 2024
$745k
NIDA NIH HHS K01DA048201North Carolina Department of Health and Human Services TI083050.North Carolina Department of Health and Human Services TI083468North Carolina Department of Health and Human Services TI083540North Carolina Department of Health and Human Services TI084663North Carolina Department of Health and Human Services TI085825
6 · The paper itself

Abstract

Substance use during adolescence and young adulthood is a persistent public health problem. Social connectedness is associated with health, but research is needed to clarify the potential protective role of different aspects of social connectedness in primary prevention of substance use behaviors. This study explores associations between perceived social connectedness to two developmentally important social groups (friends and family) and various substances (alcohol, e-cigarettes, cigarettes, cannabis, and prescription medication) among adolescents and young adults. In addition, it examines how descriptive and injunctive norms within social groups affect associations between perceived social connectedness and substance use behaviors among adolescents and young adults. A statewide survey was conducted among 15,000 adolescents and young adults (12-25 years old, 52.6% female, 69.6% White) in North Carolina. Perceived social connectedness and substance use were assessed cross-sectionally, along with potential moderators (perceived friend and parent substance use and disapproval). Logistic regression was used to model associations with substance use. Moderation was examined with a regions-of-significance approach. Overall, perceived social connectedness was associated with lower odds of using most substances among adolescents and young adults. However, associations were moderated by perceptions of parental and friend substance disapproval and to a lesser extent by perceptions of parental and friend substance use behaviors. Findings suggest perceived connectedness to friends could potentially protect against substance use in the context of high perceived friend disapproval, whereas perceived connectedness to family is complex and may protect against substance use in the context of moderate/lower perceived parental disapproval of substance use. Longitudinal research is needed to understand the direction of associations with additional measures of social connectedness to help elucidate which aspects are protective and which are risky for adolescent and young adult substance use.

Indexed as

Adolescents and young adultsSocial connectednessSubstance use

Identifiers

What OpenQuestion holds

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Read underepoch 390

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.