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Record W3128246917 · doi:10.28945/4691

Quality of Academic Life at the Postgraduate Stage: A Saudi Female Perspective

2021· article· en· W3128246917 on OpenAlex
Amani K. Hamdan Alghamdi, Sue L. T. McGregor

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational journal of doctoral studies · 2021
Typearticle
Languageen
FieldPsychology
TopicHealth and Well-being Studies
Canadian institutionsMount Saint Vincent University
Fundersnot available
KeywordsSchema (genetic algorithms)PsychologySociologyComputer science

Abstract

fetched live from OpenAlex

Aim/Purpose: Vision 2030 (Saudi Arabia’s national development plan) expects women (50% of all university students) to contribute to a viable economy and ambitious nation, meaning data about their quality of academic life (QAL) during their university experience are timely and significant. They are key players in the nation’s future. Background: This inaugural, exploratory study addresses this under-researched topic by exploring the spiritual, cognitive, physical, social, and psychological dimensions of Saudi female graduate students’ QAL. Methodology: Data comprised the lead author’s reflections and reflexion and interviews with 17 Saudi female graduate students conveniently sampled from Imam Abdul Rahman bin Faisal University (IAU) (Eastern Province) in January 2020. A new Academic Quality of Life Schema was especially designed for this study and future research. Contribution: A Middle Eastern country’s perspective is shared about female graduate students’ QAL from a holistic perspective (spiritual, mind, and body) and through the lens of a new QAL Schema (cognitive, social, and psychological). Findings: Spirituality was the highest rated holistic QAL dimension (76.6%) followed with body (67.4%) and mind (intellect) (58.8%). Despite a generally positive QAL evaluation (67.6%), participants (a) lamented their inability to sustain previous levels of religious devotion and practice, (b) reported health issues with deep emotions and surprise, and (c) experienced dissatisfaction with the educational aspect of their QAL. Regarding the QAL Schema, (a) their lack of research savviness hampered their ability to learn and enjoy the graduate experience; (b) psychological anxiety hampered their ability to connect with the Creator and poor time management and heavy academic workload compromised exercise and leisure with all three causing an imbalanced lifestyle; and (c) social peer camaraderie and positive classroom environments were appreciated. Recommendations for Practitioners: Women’s colleges should (a) collect subjective data about female graduate students’ satisfaction with university services, specialization and teaching decisions, and faculty members’ and peer colleagues’ support; (b) provide and promote services related to places and means of recreation, leisure, and alone time; and (c) ensure that guidance and counseling offices develop strategies to reduce stress and anxiety factors hindering QAL. Recommendation for Researchers: Future studies should use larger sample frames and, for comparative purposes, previously validated empirical QAL instruments. Saudi-based QAL studies should include religion. Mixed methods research designs are recommended as is a gendered comparative study for the gender-segregated Saudi higher education context. Impact on Society: Deeper understandings of Saudi female graduate students’ QAL will facilitate (a) tailored institutional and faculty support leading to higher enrolment levels, (b) stronger knowledge bases and more sophisticated research skills for students and (c) improved labor force participation. Future Research: Over 1/3 of participants felt their academic gains were not as strong as anticipated, yet few commented about teaching staff or teaching methods. Future research should expand inquiries into the educational aspect of QAL as well as the underrepresented social aspect of QAL.

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)0.002
Version: codex-gemma-dda1882f352aValidation 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 score0.138
Threshold uncertainty score0.383

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
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 head0.179
GPT teacher head0.509
Teacher spread0.330 · 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