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Record W7161953886 · doi:10.82308/15061

The adaptive capacities of Canadian correctional officer recruits: Exploring experiences of and responses to acute and traumatic stress

2023· dissertation· en· W7161953886 on OpenAlexaboutno aff
Katy Konyk

Bibliographic record

Venuenot available
Typedissertation
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsnot available
Fundersnot available
KeywordsOfficerStressorWorkforcePsychological interventionCoping (psychology)StaffingPsychological resilienceOccupational stress

Abstract

fetched live from OpenAlex

The work of correctional officers (COs) is multifaceted. Within prisons, they are responsible for maintaining the safety of prisoners, intervening to prevent injuries and fatalities, and caring for some of society’s most vulnerable people. They navigate their roles amidst numerous occupational stressors which range from quotidian difficulties like staffing shortages, to more acute sources of stress like violence. Across Canada, the psychological well-being of COs is of growing concern. Nonetheless, many COs engage in health sustaining behaviours and demonstrate resilience in the face of many occupational stressors. To date, little research has documented experiences of resilience and coping strategies amongst COs on the job. Even less is known about the capacity to navigate stress and demonstrate resilience after exposure to a potentially psychologically traumatic event (PPTE) that COs in training - correctional officer recruits (CORs) - bring with them as they enter the workforce. Knowledge of pre-existing coping and resilience capacities can be applied to strengthen existing supportive interventions to promote employee well-being once CORs have completed their training and enter the workforce.Thus, in this dissertation, the physiological, emotional, and cognitive experiences of and adaptations to moments of acute and potentially traumatic stress, labeled overwhelm, in CORs are explored. Starting from the assumption that CORs enter the workforce with prior experience navigating moments of stress and trauma, I seek to understand how they experience these moments and what adaptive capacities they bring to their roles in corrections. In the research, three separate manuscripts examine overwhelm via the following questions: what is the experience, physiologically, emotionally, and behaviourally, of overwhelm for CORs? How do CORs navigate moments of overwhelm? And what are the adaptive capacities of CORs upon entering federal corrections? In the first manuscript, the method of phenomenology is used to explore the lived experiences of CORs with overwhelm. In the second manuscript, I draw on grounded theory to examine how CORs navigate moments of overwhelm. In the third manuscript, I apply grounded theory to understand how CORs are impacted by exposure to PPTEs and what capacities for resilience and growth exist after those exposures.In the results, I demonstrate that for CORs, overwhelm is a dysregulatory experience, physiologically, emotionally, and cognitively. Moreover, it is not experienced as a single moment, but, for some, the internal dysregulation continues after the stressor is no longer present. Many CORs describe strategies to navigate both the external stressor and internal experience of stress. Additionally, CORs draw on relational support to navigate acute and potentially traumatic stress and some even use the experience as an opportunity to learn and grow. I elucidate both the types of events that CORs perceived as potentially psychologically traumatic and the spectrum of reactions they described in response to these events. In doing so, I highlight potential pathways for resilience to PPTEs amongst CORs.Individuals enter the correctional workforce with multiple ways of navigating acutely stressful and potentially traumatic events. The findings are the basis of an operationalization of the core experiential features of acute stress (i.e., overwhelm), an outcome commonly researched amongst COs. Based on my findings, I suggest that individuals need to resolve external stressors and also take steps to process the embodied experience of stress after an exposure occurs, thus reiterating the value of social supports through coworkers, family, and friends, in navigating high stress careers. These findings inform work on the psychological well-being of COs and other professionals in high-stress jobs across the disciplines of social work, sociology, and psychology

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)0.006
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 score0.132
Threshold uncertainty score0.265

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.006
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0160.009
Scholarly communication0.0050.002
Open science0.0020.005
Research integrity0.0010.004
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 head0.129
GPT teacher head0.349
Teacher spread0.221 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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