Evidence map›Paper›PMID 35710891›Full record

ArticleThe Journal of adolescent health : official publication of the Society for Adolescent Medicine2022

A Multi-Country Study of Risk and Protective Factors for Emotional and Behavioral Problems Among Early Adolescents.

Shoshanna L Fine, Rashelle J Musci, Judith K Bass, Effie Chipeta, Eric M Mafuta, Anggriyani W Pinandari, Siswanto A Wilopo, Xiayun Zuo, Robert W Blum

Abstract read
In one paragraph

Article in The Journal of adolescent health : official publication of the Society for Adolescent Medicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing 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

6 citing papers in PubMed.

  1. Article
  2. Article
  3. Protective factors for adverse childhood experiences: Scoping review and evidence gap map.Psychological trauma : theory, research, practice and policy · 2025
    Article
  4. Article
  5. Article
  6. Review
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

9 authors.

Shoshanna L FineDepartment of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland; Department of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland. Electronic address: slfine@jhu.edu.
Rashelle J MusciDepartment of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Judith K BassDepartment of Mental Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.
Effie ChipetaCenter for Reproductive Health, College of Medicine, University of Malawi, Blantyre, Malawi.
Eric M MafutaDepartment of Epidemiology and Biostatistics, Faculty of Medicine, Kinshasa School of Public Health, University of Kinshasa, Kinshasa, Democratic Republic of Congo.
Anggriyani W PinandariCenter for Reproductive Health, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; Department of Biostatistics, Epidemiology, and Population Health, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.
Siswanto A WilopoCenter for Reproductive Health, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia; Department of Biostatistics, Epidemiology, and Population Health, Faculty of Medicine, Public Health, and Nursing, Universitas Gadjah Mada, Yogyakarta, Indonesia.
Xiayun ZuoNHC Key Lab of Reproduction Regulation (Shanghai Institute for Biomedical and Pharmaceutical Technologies), Fudan University, Shanghai, China.
Robert W BlumDepartment of Population, Family and Reproductive Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland.

Funding

Global Mental Health Training ProgramT32MH103210 · NIMH · JOHNS HOPKINS UNIVERSITY · PI Judith Karen Bass, Sarah Sutherlin-McIvor Murray · 2015 to 2026
$4.0M
Early adolescents living in adversity: a global mixed methods studyF31HD100161 · NICHD · JOHNS HOPKINS UNIVERSITY · PI FINE, SHOSHANNA LEAH · 2019 to 2020
$63k
6 · The paper itself

Abstract

purposeEarly adolescence (ages 10-14) is a critical period for psychosocial development, but few studies have focused on risk and protective factors for emergent psychosocial challenges among youth living in low- and middle-income countries. This study explored the contribution of social environmental factors to patterns of emotional and behavioral problems among early adolescents across four low- and middle-income countries.

methodsParticipants were drawn from the Global Early Adolescent Study, and included 10,437 early adolescents from six low-resource urban settings in the Democratic Republic of Congo, Malawi, Indonesia, and China. Multivariate latent class regression was used to examine the associations between distinct patterns of emotional and behavioral problems and risk and protective factors across the family, peer, school, and neighborhood levels.

resultsAcross countries, childhood adversity, peer bullying behaviors, and a perceived lack of school safety were consistently associated with emotional and behavioral problems. With some contextual variability, peer substance use and a perceived lack of neighborhood safety also emerged as significant risk factors. The magnitude of these associations was generally greatest among a subgroup of early adolescents with co-occurring emotional and behavioral problems. DISCUSSION: The overall consistency of findings across countries is suggestive of the generalizability of risk factors in early adolescence and indicates that interventions bolstering psychosocial adjustment among this age group may have applicability in diverse cross-national settings. Given the significance of peer bullying behaviors and school safety, multicomponent school-based interventions may be an especially applicable approach.

Indexed as

BullyingProblem BehaviorAdolescentChildEmotionsHumansPeer GroupProtective FactorsRisk FactorsEarly adolescentsEmotional and behavioral problemsLow- and middle-income countriesPsychosocial developmentRisk and protective factors

Identifiers

PMID35710891
PMCPMC9477503

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LicenceCC BY
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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.