MétaCan
Menu
Back to cohort
Record W4408026333 · doi:10.1111/nin.70004

‘Difficult’ Patients: Disciplinary Power and Nursing Practice in Forensic Hospital Settings

2025· article· en· W4408026333 on OpenAlexaffabout
Jim A. Johansson, Cindy Peternelj‐Taylor

Bibliographic record

VenueNursing Inquiry · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicCriminal Justice and Corrections Analysis
Canadian institutionsUniversity of SaskatchewanUniversity of Alberta
Fundersnot available
KeywordsForensic nursingDisciplineForensic scienceNursingNursing practicePower (physics)PsychologyMedicineMedical educationSociologySocial science

Abstract

fetched live from OpenAlex

Nurses practicing in forensic mental health hospital settings work with patients involved in the criminal justice system who are also diagnosed with psychiatric illnesses. Nurses work towards collaborative and therapeutic relationships with patients with an eventual goal of recovery and successful discharge to the community. Though the majority of patients in these settings in Canada are diagnosed with psychotic disorders, a smaller proportion may be diagnosed with antisocial personality disorder (ASPD), a patient population often described as 'difficult' or even 'untreatable' by nurses. In this paper, we offer a critical examination of forensic mental health nursing practice with this patient population, based upon a qualitative study, using discourse analysis methodology of nursing practices in a Canadian high security forensic hospital setting. Nurse participants described those challenges faced and strategies employed when working with patients diagnosed with ASPD, and who had been found not criminally responsible on account of mental disorder (NCRMD). Michel Foucault's poststructuralist concept of disciplinary power provides the theoretical lens in which both patient behaviours deemed 'difficult' and nursing practices are interrogated. Our findings indicate that the secure forensic mental health hospital environment represents a highly disciplinary space, wherein constant observation of patients occurs, and attempts are made to 'normalize' behaviours deemed abnormal. Patients diagnosed with ASPD regularly violate hospital rules and behavioural expectations, leading to frustration amongst nursing staff. Tensions existed in proposed strategies for working with these patients between strict adherence to unit rules and the disciplinary order, and a willingness to loosen these rules in attempts to improve nurse-patient relationships. The nursing implications of these opposing strategies are critically examined, with proposals for practices that exist both within and outside the disciplinary order are offered.

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)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.448
Threshold uncertainty score0.484

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0010.001
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.014
GPT teacher head0.353
Teacher spread0.339 · 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.

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
Published2025
Admission routes2
Has abstractyes

Explore more

Same venueNursing InquirySame topicCriminal Justice and Corrections AnalysisFrench-language works237,207