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Record W3010422598 · doi:10.5539/jel.v9n2p123

Gender Differences in Stressors and Coping Strategies Among Teacher Education Students at University of Ghana

2020· article· en· W3010422598 on OpenAlexvenueno aff
Grace Sintim Adasi, Kwaku Darko Amponsah, Salifu Maigari Mohammed, Rita Yeboah, Priscilla C. Mintah

Bibliographic record

VenueJournal of Education and Learning · 2020
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsnot available
Fundersnot available
KeywordsStressorPsychologyCoping (psychology)PsychosocialStress managementAvoidance copingClinical psychologyDevelopmental psychologySocial psychology

Abstract

fetched live from OpenAlex

This study explored gender differences in stressors experienced by teacher education students at the University of Ghana, and adaptation stratagems they might utilise to manage stress. In 2018–2019 academic year, a total of two hundred and seventy (270) second- and third-year students were selected using random sampling procedure to respond to closed-ended and open-ended questions in a survey questionnaire. The questionnaire was adapted from Dental Environmental Stress (DES) to measure stressors students encounter and the Brief Coping Orientation to Problems Experienced (Brief COPE) to measure students’ coping stratagems they might use to minimise their stress levels (Folkman & Lazarus, 1984). It was pre-tested to learners of the faculty of education at the University of Cape Coast, Ghana, to ensure the reliability and validity of the statements. The findings show that the students use multiple strategies, such as praying/meditating and self-distracting activities to cope with stress. Although, females had higher overall perceived stress levels regarding encountered academic stressors and health stressors, the difference between genders was insignificant. Similarly, females had a higher perception of stress from psychosocial stressors when likened to males, however, the difference between genders was also insignificant. Regarding perceived coping stratagems, females utilised adaptive coping stratagems whilst males utilised maladaptive and avoidance coping stratagems although the difference between genders was also not significant. The study recommended among others that males be urged to likewise utilise increasingly adaptive strategies to control strain.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.004
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0040.000

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 head0.083
GPT teacher head0.424
Teacher spread0.341 · 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 designObservational
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

Citations58
Published2020
Admission routes1
Has abstractyes

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