Evidence map›Paper›PMID 33166288›Full record

ArticlePLoS medicine2020

Violence prevention accelerators for children and adolescents in South Africa: A path analysis using two pooled cohorts.

Lucie D Cluver, William E Rudgard, Elona Toska, Siyanai Zhou, Laurence Campeau, Yulia Shenderovich, Mark Orkin, Chris Desmond, Alexander Butchart, Howard Taylor and 2 more

Open access · goldAbstract read
In one paragraph

Article in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed
2.2field-weighted citation impact, top 7% 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

16 citing papers in PubMed, 40 citations in OpenAlex.

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  5. Accelerating achievement for Africa's adolescents.Contemporary social science · 2025
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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

12 authors at 7 institutions in 3 countries.

Lucie D CluverDepartment of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-0418-835X
William E RudgardDepartment of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-7301-5217
Elona ToskaCentre for Social Science Research, University of Cape Town, Cape Town, South Africa.ORCID 0000-0002-3800-3173
Siyanai ZhouDepartment of Statistics and AIDS and Society Research Unit, University of Cape Town, Cape Town, South Africa.
Laurence CampeauOxford Research South Africa, East London, South Africa.
Yulia ShenderovichDepartment of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom.ORCID 0000-0002-0254-3397
Mark OrkinDepartment of Social Policy and Intervention, University of Oxford, Oxford, United Kingdom.ORCID 0000-0001-9951-6733
Chris DesmondCentre for Rural Health, University of KwaZulu-Natal, Durban, South Africa.
Alexander ButchartViolence Prevention Unit, Social Determinant of Health, Healthier Populations Division, World Health Organization, Switzerland.
Howard TaylorGlobal Partnership to End Violence Against Children, New York, New York, United States of America.
Franziska MeinckOPTENTIA Faculty of Health Sciences, North-West University, South Africa.ORCID 0000-0002-5234-3799
Lorraine SherrHealth Psychology Unit, Institute of Global Health, University College London, United Kingdom.
University of Cape Town · ZAOxford Policy Management · GBNorth-West University · ZASouth African Medical Research Council · ZAUniversity College London · GBUniversity of KwaZulu-Natal · ZAWorld Health Organization · CH

Funding

Undetectable and Untransmittable: reducing HIV transmission among young women living with HIV, their partners and children in South AfricaK43TW011434 · FIC · UNIVERSITY OF CAPE TOWN · PI TOSKA, ELONA · 2019 to 2023
$720k
FIC NIH HHS K43 TW011434HSRD VA CDP 13-003Medical Research Council MR/R022372/1World Health Organization 001
6 · The paper itself

Abstract

backgroundThe INSPIRE framework was developed by 10 global agencies as the first global package for preventing and responding to violence against children. The framework includes seven complementary strategies. Delivering all seven strategies is a challenge in resource-limited contexts. Consequently, governments are requesting additional evidence to inform which 'accelerator' provisions can simultaneously reduce multiple types of violence against children. METHODS AND

findingsWe pooled data from two prospective South African adolescent cohorts including Young Carers (2010-2012) and Mzantsi Wakho (2014-2017). The combined sample size was 5,034 adolescents. Each cohort measured six self-reported violence outcomes (sexual abuse, transactional sexual exploitation, physical abuse, emotional abuse, community violence victimisation, and youth lawbreaking) and seven self-reported INSPIRE-aligned protective factors (positive parenting, parental monitoring and supervision, food security at home, basic economic security at home, free schooling, free school meals, and abuse response services). Associations between hypothesised protective factors and violence outcomes were estimated jointly in a sex-stratified multivariate path model, controlling for baseline outcomes and socio-demographics and correcting for multiple-hypothesis testing using the Benjamini-Hochberg procedure. We calculated adjusted probability estimates conditional on the presence of no, one, or all protective factors significantly associated with reduced odds of at least three forms of violence in the path model. Adjusted risk differences (ARDs) and adjusted risk ratios (ARRs) with 95% confidence intervals (CIs) were also calculated. The sample mean age was 13.54 years, and 56.62% were female. There was 4% loss to follow-up. Positive parenting, parental monitoring and supervision, and food security at home were each associated with lower odds of three or more violence outcomes (p < 0.05). For girls, the adjusted probability of violence outcomes was estimated to be lower if all three of these factors were present, as compared to none of them: sexual abuse, 5.38% and 1.64% (ARD: -3.74% points, 95% CI -5.31 to -2.16, p < 0.001); transactional sexual exploitation, 10.07% and 4.84% (ARD: -5.23% points, 95% CI -7.26 to -3.20, p < 0.001); physical abuse, 38.58% and 23.85% (ARD: -14.72% points, 95% CI -19.11 to -10.33, p < 0.001); emotional abuse, 25.39% and 12.98% (ARD: -12.41% points, 95% CI -16.00 to -8.83, p < 0.001); community violence victimisation, 36.25% and 28.37% (ARD: -7.87% points, 95% CI -11.98 to -3.76, p < 0.001); and youth lawbreaking, 18.90% and 11.61% (ARD: -7.30% points, 95% CI -10.50 to -4.09, p < 0.001). For boys, the adjusted probability of violence outcomes was also estimated to be lower if all three factors were present, as compared to none of them: sexual abuse, 2.39% to 1.80% (ARD: -0.59% points, 95% CI -2.24 to 1.05, p = 0.482); transactional sexual exploitation, 6.97% to 4.55% (ARD: -2.42% points, 95% CI -4.77 to -0.08, p = 0.043); physical abuse from 37.19% to 25.44% (ARD: -11.74% points, 95% CI -16.91 to -6.58, p < 0.001); emotional abuse from 23.72% to 10.72% (ARD: -13.00% points, 95% CI -17.04 to -8.95, p < 0.001); community violence victimisation from 41.28% to 35.41% (ARD: -5.87% points, 95% CI -10.98 to -0.75, p = 0.025); and youth lawbreaking from 22.44% to 14.98% (ARD -7.46% points, 95% CI -11.57 to -3.35, p < 0.001). Key limitations were risk of residual confounding and not having information on protective factors related to all seven INSPIRE strategies.

conclusionIn this cohort study, we found that positive and supervisory caregiving and food security at home are associated with reduced risk of multiple forms of violence against children. The presence of all three of these factors may be linked to greater risk reduction as compared to the presence of one or none of these factors. Policies promoting action on positive and supervisory caregiving and food security at home are likely to support further efficiencies in the delivery of INSPIRE.

Indexed as

AdolescentChildChild AbuseCohort StudiesCrime VictimsFemaleHumansMaleProspective StudiesRisk FactorsSex OffensesSexual BehaviorSouth AfricaViolence

Identifiers

PMID33166288
PMCPMC7652294
OpenAlexW3103039094

What OpenQuestion holds

Textmetadata
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.