Research overview

Overview

Children, War, and Migration - Psychiatric Perspective for Resilience

Journal: BRAIN. Broad Research in Artificial Intelligence and Neuroscience · Volume 17, Issue 3 · PDF pages 475–486

Publication: September 2026 · Submitted: 24 May 2026 · Accepted: 13 August 2026

DOI: 10.70594/brain/17.3/29

Source article © 2026 EduSoft Publishing · CC BY-NC-ND.

Children, war & collective resilience

Rebuild trust.
Restore a future.

War disrupts safety, family life and a child’s sense of belonging. The article connects psychiatric care with education, community support and collective responsibility to help children recover meaning, dignity and hope.

Source Article A literature-based conceptual model
A child surrounded by a protective circle of family and community support.

Restore safetyStable routines and basic resources help children regain predictability.

Connect supportFamily, school and health services shape recovery together.

Rebuild belongingDignity, identity and peace give children room to imagine a future.

01 / The central reframing

From immediate survival to collective resilience

Child-centred lens
01War exposure02Safety03Shared support04Resilience
Too narrow a reading

Treat distress in isolation

A focus on symptoms alone can overlook displacement, family loss, environmental insecurity and disrupted education.

Article’s interpretation

Reconnect the child’s world

The article places psychiatric and psychosocial support within a wider network of family, school, community and humanitarian action.

Recovery brings safety, relationships and coordinated support together. These priorities do not prescribe a treatment pathway.

02 / Mapping resilience

Four interdependent domains

Resilience involves more than individual coping. The model brings resources, family suffering, collective responsibility and recovery into one view.

Select a domain to explore its role in collective resilience.

03 / A child’s recovery compass

Six themes drawn from the article

Select a theme

Safety, family, school, identity, community and peace shape a child’s recovery together.

04 / Priorities for support

Safety today. Possibility tomorrow.

The article prioritises health, education and communication, supported by institutions, populations and international organisations.

Shared supportEducationCommunicationHealth

Support responds to each child’s needs and circumstances; these priorities are not a clinical protocol.

05 / Machine learning & PTSD

Can trauma narratives predict PTSD symptoms?

The central question

What predicts symptoms beyond the story itself?

The article reviews a study of children and adolescents in the UK and South Africa. Narrative features alone were weak predictors; self-reported memory characteristics were more informative.

Research by Giuliani et al. (2025) explores the relationship between traumatic memories and PTSD symptoms.

Which cohorts were discussed?

The reviewed study used complete narratives and PTSD data from 178 UK participants and 222 South African participants, assessed shortly after traumatic events.

Which models were compared?

The article describes fine-tuning RoBERTa and XLNet alongside LASSO and XGBoost benchmarks using interpretable narrative features.

What did narrative features show?

In the combined sample, narrative-only LASSO and XGBoost explained almost none of the variance in PTSD symptoms. These results do not support robust prediction from narratives alone in those datasets.

What added predictive information?

Adding self-reported memory features improved performance. In the UK sample, the article reports R² = .57 for LASSO and R² = .45 for XGBoost. These are findings from the cited study, not a diagnostic tool in this overview.

06 / Evidence boundary

A conceptual model, with evidence to develop.

The authors synthesise literature on war, migration, trauma and humanitarian support. The resilience map is proposed conceptually; the article does not report a prospective validation of the model.

Literature synthesisFour domainsConceptual model

Research priority

Evaluate how coordinated support across the four domains affects children’s recovery, belonging and everyday functioning.

Humanitarian priority

Sustain cooperation across health, education and community services while involving children and adolescents in building peace.

Collective resilience