Evidence map›Paper›PMID 35132651›Full record

ArticleJournal of clinical psychology2022

Latent class analysis of loneliness and connectedness in US young adults during COVID-19.

Renae D Schmidt, Daniel J Feaster, Viviana E Horigian, Richard M Lee

Open access · bronzeAbstract read
In one paragraph

Article in Journal of clinical psychology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
3.4field-weighted citation impact, top 8% of its field
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

12 citing papers in PubMed, 1 synthesis or guideline pooled it, 22 citations in OpenAlex.

  1. A Systematic Review of Predictors of Vaping Cessation Among Young People.Nicotine & tobacco research : official journal of the Society for Research on Nicotine and Tobacco · 2025
    Pooled it
  2. Trial
  3. Article
  4. Article
  5. Multidimensional Loneliness Among University Students: A Latent Profile Approach.International journal of environmental research and public health · 2025
    Article
  6. Article
  7. Article
  8. Article
  9. Article
  10. Household Compositions and Substance Use among Young Adults in the U.S.International journal of environmental research and public health · 2024
    Article
  11. Review
  12. Article
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 at 2 institutions in 1 country.

Renae D SchmidtDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA.ORCID 0000-0002-0390-0712
Daniel J FeasterDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA.
Viviana E HorigianDepartment of Public Health Sciences, University of Miami Miller School of Medicine, Miami, Florida, USA.
Richard M LeeDepartment of Psychology, University of Minnesota, Minneapolis, Minnesota, USA.
University of Miami · USUniversity of Minnesota · US

Funding

The Florida Node Alliance of the National Drug Abuse Treatment Clinical Trials NetworkUG1DA013720 · NIDA · UNIVERSITY OF MIAMI SCHOOL OF MEDICINE · PI Daniel J Feaster, Viviana Elizabeth Horigian · 2015 to 2026
$50.6M
Training Program on HIV and Substance Use in the Criminal Justice SystemT32DA037801 · NIDA · COLUMBIA UNIV NEW YORK MORNINGSIDE · PI Nabila El-Bassel, Lisa R Metsch · 2014 to 2026
$5.7M
NIDA NIH HHS T32 DA037801NIDA NIH HHS UG1 DA013720University of Miami UM2020-2228
6 · The paper itself

Abstract

objectiveThe coronavirus disease 2019 (COVID-19) pandemic in the United States has exacerbated a number of mental health conditions and problems related to prolonged social isolation. While COVID-19 has led to greater loneliness and a lack of social connectedness, little is known about who are the most affected and how they are impacted. Therefore, we performed a Latent Class Analysis using items from two scales - the UCLA Loneliness Scale and the Social Connectedness Scale - to characterize different experiences of loneliness and connectedness, examine their relationship with mental health and substance use symptoms, including depression, anxiety, drinking, and drug use.

methodsData were drawn from an anonymous one-time online survey examining the mental health of 1008 young adults (18-35 years old) during COVID-19. A latent class analysis (LCA) was conducted to observe and identify classes based on responses to loneliness and connectedness scale items, and to examine the existence of subgroups among this young adult population.

resultsWe identified a 4-class model of loneliness and connectedness: (1) Lonely and Disconnected - highest probabilities in items of loneliness and disconnectedness, (2) Moderately Lonely and Disconnected - adaptive levels of some isolation and disconnection during COVID-19, (3) Ambivalent Feelings - displaying negative responses in particular to negatively-worded items while simultaneously affirming positively worded items, and (4) Connected and Not Lonely - lowest probabilities in items of loneliness and disconnectedness.

conclusionKey findings include (1) the delineation of classes by levels of loneliness and connectedness showcasing differential mental health and substance use symptoms, (2) the utility of item-level evaluation with LCA in determining specific classes of people in need of outreach and intervention, and (3) the promise of social connection to bolster resilience in young adults.

Indexed as

COVID-19LonelinessAdolescentAdultHumansLatent Class AnalysisPandemicsSocial IsolationYoung AdultCOVID-19latent class analysislonelinessmental healthsocial connectednesssubstance use

Identifiers

PMID35132651
PMCPMC9088272
OpenAlexW4210906975

What OpenQuestion holds

Textmetadata
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.