MétaCan
Menu
Back to cohort
Record W4389781402 · doi:10.35502/jcswb.338

Mindful police leadership: Opening essential new pathways to 21st-century police leadership and culture

2023· article· en· W4389781402 on OpenAlexaffvenueabout
Les Sylven

Bibliographic record

VenueJournal of Community Safety and Well-Being · 2023
Typearticle
Languageen
FieldSocial Sciences
TopicPolicing Practices and Perceptions
Canadian institutionsUniversity of Victoria
Fundersnot available
KeywordsMindfulnessThematic analysisCLARITYPsychologyQualitative researchFocus groupPublic relationsLeadership developmentRealmLeadership styleSocial psychologySociologyPolitical science

Abstract

fetched live from OpenAlex

Canadian police managers are facing a series of daunting new challenges that will require significant personal resources to address. Growing research suggests mindfulness training, meditation, and other related contemplative practices appear to benefit leaders in other professions; however, little is known about how these practices may, or may not, be helpful for police leaders. This article contributes to this understanding by sharing results from an exploratory qualitative study that asked senior police leaders who self-identified as regular meditators to discuss how their practices might influence their leadership. Guided by a reflective thematic analysis approach and utilizing NVivo Qualitative Data Analysis Software, data from semi-structured interviews and focus groups with 11 Commissioned Officers from a large Canadian police service were analyzed for themes. Broadly organized by influence on job performance, relationships, and well-being, eight distinct themes were developed: enhanced calmness and self-control; better clarity and decision making; improved focus and efficiency; enhanced presence with others; improved conflict resolution practices; greater compassion and empathy; reduced harmful stress; and enhanced resilience and work/life integration. These results begin to extend the literature on mindful leadership from other workplace contexts into the realm of police leadership and suggest that meditation and mindfulness are beneficial practices that may open new and essential pathways towards 21st century police leadership and culture.

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)0.003
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.237
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0030.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0030.000
Scholarly communication0.0000.001
Open science0.0000.000
Research integrity0.0000.001
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 head0.099
GPT teacher head0.351
Teacher spread0.251 · 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 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
Published2023
Admission routes3
Has abstractyes

Explore more

Same venueJournal of Community Safety and Well-BeingSame topicPolicing Practices and PerceptionsFrench-language works237,207