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Record W4400231722 · doi:10.3138/jmvfh-2023-0083

‘He’s never been the same’: Children’s perception of moral injury in parents post military deployment

2024· article· en· W4400231722 on OpenAlexaffvenueabout
Kathryn Reeves

Bibliographic record

VenueJournal of Military Veteran and Family Health · 2024
Typearticle
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsSoftware deploymentMilitary deploymentMoral injuryPerceptionPsychologyMilitary personnelMedical emergencySocial psychologyDevelopmental psychologyMedicinePolitical scienceEngineeringLaw

Abstract

fetched live from OpenAlex

Introduction: As the prevalence of potentially morally injurious events appears to be increasing in modern deployment settings, it is vital for health care providers and researchers to understand the presentation and prevalence of moral injury. Currently, there is little research that uses the unique perspectives of children in military families to understand changes in parents post deployment. Methods: Using qualitative methods, eight participants who grew up in military families and had a parent deployed to a potentially morally injurious mission during their childhoods were engaged in semi-structured interviews to better understand their perspectives of parental deployment, available resources pre and post deployment, and perceptions of behavioural changes associated with potential moral injury post deployment. Results: Findings indicate children in military families were able to perceive changes in parents early that were consistent with the presence of moral injury. This study also demonstrated children in military families had a lack of military-specific supports that would allow them to assist in early identification of military service-related moral injury. Discussion: The ability for children in military families to identify early presentations of moral injury among personnel deployed on combat missions is under-recognized. Participants in this study were able to identify changes in parental behaviours and attitudes quickly following reintegration after deployment, highlighting the significance of including military children in the care and support of military members post deployment.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.125
Threshold uncertainty score0.249

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0040.002
Scholarly communication0.0020.001
Open science0.0000.001
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0020.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.058
GPT teacher head0.383
Teacher spread0.325 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designQualitative
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

Quick stats

Citations2
Published2024
Admission routes3
Has abstractyes

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