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Record W7071961771

A study of Manitoba principals' experiences of workplace mistreatment, its frequency, its severity and its impacts

2018· dissertation· en· W7071961771 on OpenAlexaboutno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2018
Typedissertation
Languageen
FieldComputer Science
TopicQR Code Applications and Technologies
Canadian institutionsnot available
Fundersnot available
KeywordsStressorPerceptionHuman factors and ergonomicsQualitative researchWorkplace bullyingJob performanceExploratory researchWorkplace violenceOccupational safety and health
DOInot available

Abstract

fetched live from OpenAlex

In Canada and in many jurisdictions, the job of principals has been described as complex (Combs, Edmonson & Jackson, 2009; Duke, 1988; Pollock & Ryan, 2013). With such a task, levels of stress and job dissatisfaction could affect the ability of principals to fulfill all job requirements (Keashly, 1997; Raver & Nishii, 2010). One such stressor on a principal could be elements associated with mistreatment by other adults in the principals’ workplace network. There are no studies in the academic research to date that touch specifically on the types of general workplace mistreatment (Price Spratlen, 1995) that the principals suffer or the impacts that these incidents have on the principals. The purpose of this research was to contribute to the filling of this void by examining what twelve middle years school principals in Manitoba perceived as mistreatment from adults, the attributes of the mistreatment incidents regarding alleged perpetrators, frequency and severity of the incidents and the impacts on principals, particularly regarding well-being and job satisfaction. This exploratory study used mixed methods inquiry (Creswell & Plano Clark, 2011) focusing on uncovering both quantitative data regarding the principals’ perception of the frequency and severity of the mistreatments, as well as qualitative data regarding the ways that principals constructed understandings of mistreatment and its impact. A heuristic framework was used to catalogue the perceptions of workplace mistreatment provided by the principals using classifications drawn from the organizational behaviour literature, Namie and Namie’s (2004) Workplace Mistreatment Severity Continuum and Blase and Blase’s (2006) Levels of Aggression for Workplace Mistreatment. Findings from this study suggested, first, that the principals participating in this study did experience incidents of general workplace mistreatment ranging from incivility to mobbing, but not physical violence. Secondly, the survey results revealed that the frequency of mistreatments was not high, but that when the incidents did occur, some were perceived as severe and stressful regardless of where they fell on the workplace mistreatment continuum heuristic. Principals suffered a range of negative impacts, some enduring, such as stress, but the negative impacts did not prevent them from expressing high levels of overall job satisfaction.

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)0.003
metaresearch head score (Gemma)0.003
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 score0.589
Threshold uncertainty score0.817

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0030.003
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0020.002
Science and technology studies0.0190.005
Scholarly communication0.0040.001
Open science0.0010.004
Research integrity0.0010.003
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 head0.023
GPT teacher head0.242
Teacher spread0.219 · 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
Published2018
Admission routes1
Has abstractyes

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