Propensity to childhood anxiety and depression due to exposure to adversity: A multidimensional construct

Children and adolescents are increasingly susceptible to issues related to anxiety and depression symptoms. The literature does not present a consensus on the composition of indicators that make predictions, prognostic algorithms, or management strategies in mental health promotion and prevention. Most studies primarily focus on the consequences observed in adulthood. This study develops a multidimensional representation of the propensity of children and adolescents to have difficulties in the field of anxiety and depression. The Ordered Weighted Averaging (OWA) operator was used to create a composite indicator, and three quality tests validated the results. For this, it uses information about different dimensions associated with adversity in childhood and adolescence from 54 countries sourced from UNICEF's Multiple Indicator Cluster Surveys to compare the values of proposed dimensions across continents. The generated composite indicator reveals that, on average, countries in Africa show a higher propensity for children and adolescents to present difficulties in the anxiety and depression fields. In the opposite position, the Americas have the lowest average propensity for these mental health conditions. The validation of the results through quality tests reinforces confidence in the direction indicated by the findings, enhancing the decision-making process when dealing with multidimensional phenomena.

Authors

Institutions

Publication Details

Journal
PLoS ONE
Published
2025-06-16
DOI
https://doi.org/10.1371/journal.pone.0326239
Citations
2
Primary Topic
Child and Adolescent Psychosocial and Emotional Development
Type
article
Field-Weighted Citation Impact
4.61
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Propensity to childhood anxiety and depression due to exposure to adversity: A multidimensional construct

Matheus Pereira Libório, Hasheem Mannan, Cristiane Neri Nobre, Angélica Cidália Gouveia dos Santos et al.
2 citations
PLoS ONE
Child and Adolescent Psychosocial and Emotional Development
4.61
article

Propensity to childhood anxiety and depression due to exposure to adversity: A multidimensional construct

Matheus Pereira Libório, Hasheem Mannan, Cristiane Neri Nobre, Angélica Cidália Gouveia dos Santos, Marcos Flávio Silveira Vasconcelos D’Ângelo, Ariane B. da Silva
article en
2 citations

Abstract

Children and adolescents are increasingly susceptible to issues related to anxiety and depression symptoms. The literature does not present a consensus on the composition of indicators that make predictions, prognostic algorithms, or management strategies in mental health promotion and prevention. Most studies primarily focus on the consequences observed in adulthood. This study develops a multidimensional representation of the propensity of children and adolescents to have difficulties in the field of anxiety and depression. The Ordered Weighted Averaging (OWA) operator was used to create a composite indicator, and three quality tests validated the results. For this, it uses information about different dimensions associated with adversity in childhood and adolescence from 54 countries sourced from UNICEF's Multiple Indicator Cluster Surveys to compare the values of proposed dimensions across continents. The generated composite indicator reveals that, on average, countries in Africa show a higher propensity for children and adolescents to present difficulties in the anxiety and depression fields. In the opposite position, the Americas have the lowest average propensity for these mental health conditions. The validation of the results through quality tests reinforces confidence in the direction indicated by the findings, enhancing the decision-making process when dealing with multidimensional phenomena.

PLoS ONEVol. 20(6)
University College Dublin (IE), Pontifícia Universidade Católica de Minas Gerais (BR), Universidade Estadual de Montes Claros (BR)
Peace, Justice and strong institutions
Openalex Percentile: Top 6%
Child and Adolescent Psychosocial and Emotional Development
4.61
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.