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Record W7115942195 · doi:10.1111/fare.70103

Perceptions of the impact of operational stress in emergency first responder families: A qualitative analysis

2025· article· en· W7115942195 on OpenAlexafffund

Bibliographic record

VenueFamily Relations · 2025
Typearticle
Languageen
FieldPsychology
TopicPosttraumatic Stress Disorder Research
Canadian institutionsMental Health Commission of CanadaUniversity of Calgary
FundersCanadian Institutes of Health Research
KeywordsFocus groupPsychological interventionStressorQualitative researchCoping (psychology)Social supportPsychological resilienceFirst responder

Abstract

fetched live from OpenAlex

Abstract Objective This study explored the unique stressors and strengths within public safety personnel (PSP) families, focusing on the impact of operational stress and potentially psychologically traumatic events on family dynamics for those living with and working in emergency first responder (EFR) professions (i.e., police, fire, paramedic). Background EFR families encounter unique challenges due to the high‐stress nature of police, fire, and paramedic work, affecting family relationships and overall functioning. Understanding these dynamics is important for developing effective support mechanisms. Previous research highlights the need for targeted interventions for PSP families, but qualitative data on the specific experiences of EFR families and coping strategies remain limited. Method This qualitative study conducted six semistructured online focus groups with 27 participants, including EFR members and their spouses. Participants were recruited through convenience sampling. Data were thematically analyzed to identify key patterns and themes in family dynamics and coping strategies. Results Four key themes emerged: the tension between connection and disconnection, balancing family and work, influence of EFR and non‐EFR social circles, and spillover of trauma and stress into the home. EFR families use adaptive strategies including intentional communication and flexible family roles to maintain stability. Conclusion These findings underscore the need for additional supports to enhance family functioning and address both individual and collective needs within EFR families. Implications Preventive programs and accessible mental health treatments are essential for supporting EFR families. Targeted interventions should focus on fostering resilience and stability through enhanced communication and flexible family roles.

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 distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.053
Threshold uncertainty score0.998

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.004
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.072
GPT teacher head0.482
Teacher spread0.411 · 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 teacher head, not a consensus.

Study designObservational
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

Citations1
Published2025
Admission routes2
Has abstractyes

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