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Record W6987090461

School Principals’ Stressors and Coping Strategies : A Comparative Study Between Finland and Canada

2021· other· en· W6987090461 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueJyväskylä University Digital Archive (University of Jyväskylä) · 2021
Typeother
Languageen
Field
Topic
Canadian institutionsnot available
Fundersnot available
KeywordsStressorCoping (psychology)WorkloadQualitative researchMental healthData collectionSocial supportQualitative propertyRole conflictEthnic group
DOInot available

Abstract

fetched live from OpenAlex

The aim of this study was to investigate the stressors and coping strategies of school principals in Finland and Canada with the help of three research questions: what are the causes of the job stressors?, what strategies do school principals use to try to cope with these stressors?, and what specific support do school principals need, or what changes should occur to support them? Using the results of this qualitative study, the main job stressors, coping strategies, and support mechanisms were identified. The research data included both the diaries (N=8) and individual interviews (N=8) of principals. Regarding the analysis, after the theory-guided phase focusing on the diaries, the data-based phase focused on both diaries and interviews. The research findings showed that the main stressors in both Finland and Canada were workload and insufficient time to complete tasks, and constant interruptions. Canadian principals worked significantly more than their Finnish counterparts. School violence and disagreements also caused job stress for principals. In Finland, only verbal disagreements were reported, not physical violence, except for one case of bullying. With regards to coping strategies, the data showed that principals took care of their physical and mental health through a variety of activities. They also knew how to prioritize and were proactive in many cases. Finnish principals frequently delegated work, an uncommon practice in Canada. Regarding support, the lack or non-replacement of human resources seemed to be a major issue in both countries. Nevertheless, the data showed that in both countries, principals were well supported by the network of people around them. Keywords: School principal, stressor, coping strategy, support, comparative study

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.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.382
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0000.001
Open science0.0010.002
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.022
GPT teacher head0.215
Teacher spread0.194 · 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