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Record W2588757173 · doi:10.5539/hes.v7n1p78

The Relationship between the Styles of Coping with Stress and the Levels of Hopelessness of Preschool Teachers

2017· article· en· W2588757173 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.

venuePublished in a venue whose home country is Canada.
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

VenueHigher Education Studies · 2017
Typearticle
Languageen
FieldHealth Professions
TopicProblem Solving Skills Development
Canadian institutionsnot available
Fundersnot available
KeywordsPsychologyCoping (psychology)Marital statusSeniorityDevelopmental psychologyData collectionBeck Hopelessness ScaleBurnoutClinical psychologyBeck Depression InventoryAnxiety

Abstract

fetched live from OpenAlex

The main aim of this research is to examine the relationship between the styles of coping with stress and the levels of hopelessness of preschool teachers. Relational survey method was used in this research. The research sample consists of 108 preschool teachers working in preschool education institutions in Küçükçekmece district of Istanbul in the spring term of 2015-2016 and selected by the random sampling method. The Teacher Information Form, Styles of Coping with Stress Scale and Beck Hopelessness Scale were used in the data collection. Data collected for the study were analysed using SPSS 20 program. At the end of the research, it was found out that the most used sytle by preschool teachers to cope with stress is the self-confident approach and the least used style is the submissive approach. As the preference rates of the self-confident approach and optimistic approach in coping with stress of preschool teachers increase, the level of hopelessness decreases; as the preference rates of the helpless approach increase, the levels of hopelessness increase. The styles of coping with stress and the levels of hopelessness of preschool teachers do not vary by age, marital status, professional seniority, the number of children they have, the level of income and the school type that they work in.

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)0.001
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesScience and technology studies
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0020.001
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 head0.170
GPT teacher head0.464
Teacher spread0.294 · 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