Evidence map›Paper›PMID 33938922›Full record

ArticleJAMA pediatrics2021

Adolescents' Substance Use and Physical Activity Before and During the COVID-19 Pandemic.

Benjamin W Chaffee, Jing Cheng, Elizabeth T Couch, Kristin S Hoeft, Bonnie Halpern-Felsher

Open access · bronzeAbstract read
In one paragraph

Article in JAMA pediatrics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 77 papers, 5 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
77citing papers in PubMed, 5 pooled it
23.0field-weighted citation impact, top 1% 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

77 citing papers in PubMed, 5 syntheses or guidelines pooled it, 125 citations in OpenAlex.

  1. Pooled it
  2. Pooled it
  3. Changes in Physical Activity Patterns Due to the Covid-19 Pandemic: A Systematic Review and Meta-Analysis.International journal of environmental research and public health · 2022
    Pooled it
  4. Pooled it
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  6. Universal School-Based Substance Use Prevention Using Technology-Supported Cooperative Learning.Prevention science : the official journal of the Society for Prevention Research · 2024
    Trial
  7. Effects of a Reduced Risk Claim on Adolescents' Smokeless Tobacco Perceptions and Willingness to Use.The Journal of adolescent health : official publication of the Society for Adolescent Medicine · 2023
    Trial
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  11. Adolescent Perspectives on Their E-Cigarette Initiation Experiences.American journal of health promotion : AJHP · 2025
    Article
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17 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

5 authors at 2 institutions in 1 country.

Benjamin W ChaffeeDivision of Oral Epidemiology and Dental Public Health, University of California, San Francisco, San Francisco.
Jing ChengDivision of Oral Epidemiology and Dental Public Health, University of California, San Francisco, San Francisco.
Elizabeth T CouchDivision of Oral Epidemiology and Dental Public Health, University of California, San Francisco, San Francisco.
Kristin S HoeftDivision of Oral Epidemiology and Dental Public Health, University of California, San Francisco, San Francisco.
Bonnie Halpern-FelsherDivision of Adolescent Medicine, Department of Pediatrics, Stanford University, Stanford, California.
University of California, San Francisco · USStanford University · US

Funding

PROJECT 5: IMPACT OF CHANGING TOBACCO PRODUCT USE ON HEALTHCARE COSTS FOR GENERAL AND VULNERABLE POPULATIONSU54HL147127 · NHLBI · UNIVERSITY OF CALIFORNIA, SAN FRANCISCO · PI LING, PAMELA MAY · 2018 to 2022
$20.4M
NHLBI NIH HHS U54 HL147127
6 · The paper itself

Abstract

Importance: Stay-at-home policies related to the COVID-19 pandemic could disrupt adolescents' substance use and physical activity. Objective: To compare adolescents' substance use and physical activity behaviors before and after stay-at-home restrictions. Design, Setting, and Participants: Ongoing prospective cohort study of tobacco use behaviors among ninth- and tenth-grade students enrolled at 8 public high schools in Northern California from March 2019 to February 2020 and followed up from September 2019 to September 2020. Race/ethnicity was self-classified from investigator-provided categories and collected owing to racial/ethnic differences in tobacco and substance use. Exposures: In California, a COVID-19 statewide stay-at-home order was imposed March 19, 2020. In this study, 521 six-month follow-up responses were completed before the order and 485 were completed after the order. Main Outcomes and Measures: The prevalence of substance use (ie, past 30-day use of e-cigarettes, other tobacco, cannabis, and alcohol) and physical activity (active ≥5 days/week) was compared at baseline and follow-up. A difference-in-difference approach was used to assess whether changes from baseline to 6-month follow-up varied if follow-up occurred after the stay-at-home order, adjusting for baseline behaviors and characteristics. All models were weighted for losses to follow-up using the inverse probability method. Weights were derived from a logistic regression model for having a follow-up response (dependent variable), as predicted by baseline characteristics and behaviors. Results: Of 1423 adolescents enrolled at baseline, 1006 completed 6-month follow-up (623 [62%] were female, and 492 [49%] were non-Hispanic White). e-Cigarette use declined from baseline to 6-month follow-up completed before the stay-at-home order (17.3% [89 of 515] to 11.3% [58 of 515]; McNemar χ2 = 13.54; exact P < .001) and 6-month follow-up completed after the stay-at-home order (19.9% [96 of 482] to 10.8% [52 of 482]; McNemar χ2 = 26.16; exact P < .001), but the extent of decline did not differ statistically between groups responding before vs after the stay-at-home order (difference-in-difference adjusted odds ratio, 0.84; 95% CI, 0.47-1.52; P = .58). In contrast, being physically active was unchanged from baseline if follow-up was before the order (53.7% [279 of 520] to 52.9% [275 of 520]; McNemar χ2 = 0.09; exact P = .82) but declined sharply from baseline if follow-up was after the order (54.0% [261 of 483] to 38.1% [184 of 483]; McNemar χ2 = 30.72; exact P < .001), indicating a pronounced difference in change from baseline after the stay-at-home order (difference-in-difference adjusted odds ratio, 0.49; 95% CI, 0.35-0.69; P < .001). Overall in the cohort, reported use of other tobacco, cannabis, and alcohol did not differ meaningfully before and after the order. Conclusions and Relevance: In this cohort, a reduction in e-cigarette use occurred independently of COVID-19 stay-at-home restrictions, but persistent cannabis and alcohol use suggest continued need for youth substance use prevention and cessation support. Declining physical activity during the pandemic is a health concern.

Indexed as

AdolescentAdolescent BehaviorCOVID-19Drug UsersExerciseFemaleHealth BehaviorHumansMalePrevalenceProspective StudiesRisk FactorsStudentsSubstance-Related DisordersSurveys and QuestionnairesUnited States

Identifiers

PMID33938922
PMCPMC8094031
OpenAlexW3157474563

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.