MétaCan
Menu
Back to cohort
Record W3209017172 · doi:10.1108/jme-06-2021-0069

From east to west and back again: the effects of reverse culture shock on female Saudi Arabian university students studying abroad

2021· article· en· W3209017172 on OpenAlexaboutno aff
Carmen Winkel, Laura Strachan, Siddiqua Aamir

Bibliographic record

VenueJournal for Multicultural Education · 2021
Typearticle
Languageen
FieldSocial Sciences
TopicInternational Student and Expatriate Challenges
Canadian institutionsnot available
Fundersnot available
KeywordsThematic analysisSocioeconomic statusPsychologyVariety (cybernetics)Study abroadShock (circulatory)Medical educationSociologyQualitative researchPedagogyDemographyMedicineSocial sciencePopulation

Abstract

fetched live from OpenAlex

Purpose The purpose of this study is to explore the experiences of Saudi Arabian university students returning home after having spent time away studying internationally. The investigation focused exclusively on female students who for diverse reasons were unable to complete their studies abroad. Design/methodology/approach A thematic analysis was applied to analyze the seven in-depth interviews conducted by the authors. By using an open coding method analytic patterns across the entire data set were identified and then analyzed. Findings The findings suggest that the students experienced reverse culture shock reintegrating and assimilating into their former lives in the Kingdom of Saudi Arabia and its conservative culture. This was especially surprising considering not one of the participants experienced culture shock when they first traveled to their host country – the USA, Canada or England. Research limitations/implications The study is limited to a small group of seven female undergraduates who are comparatively well educated and come from a middle and upper socioeconomic demographic. As a result, without additional research, the findings cannot be extended to groups outside of this demographic. Practical implications Students who have studied abroad need improved academic and social support networks when they return home, according to the findings. The authors want to raise awareness about the difficulties that students face upon their return. Teachers, counselors, and advisors need to be on the lookout for the symptomatology associated with these types of problems. Social implications Female Saudi students returning home after an extended period of study abroad face a variety of problems. They must fit into a restrictive, partriarchal culture in which they are not legally equal to men. Originality/value To date, there are no studies that shed light on reverse culture shock for students who returned to Saudi Arabia without a degree. Due to the large number of Saudi scholarship holders who study in English-speaking countries with government support, the study is the first attempt in this direction.

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)0.005
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 score0.012
Threshold uncertainty score0.024

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0040.002
Scholarly communication0.0030.001
Open science0.0010.003
Research integrity0.0010.002
Insufficient payload (model declined to judge)0.0040.001

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 head0.032
GPT teacher head0.364
Teacher spread0.332 · 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

Citations10
Published2021
Admission routes1
Has abstractyes

Explore more

Same venueJournal for Multicultural EducationSame topicInternational Student and Expatriate ChallengesFrench-language works237,207