"Better than 1,000 Pieces of Gold": A Case Study of Inland Chinese Parents and Children Making Decisions Together to Study Abroad
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.
Bibliographic record
Abstract
Chinese students make up the largest and second largest group of internationals in U.S. and Canadian universities, yet they receive scant attention in terms of how they decide to study transnationally in North America. Most of the research on Chinese families' study abroad decision-making has been conducted with those from first tier eastern coastal cities, while this study includes Chinese families from Lanzhou, Gansu Province, a third tier inland city. This qualitative longitudinal case study explores how Chinese parents and their youth describe the decision-making process; how they understand the challenges and benefits; and how they address the difficulties and opportunities of study abroad. Perspectives and experiences of 11 parent-child dyads in Lanzhou were gathered through individual semi-structured interviews and a focus group interview, commencing before the youth went abroad and concluding after their first year of studies. Data analysis was conducted using NVivo. I discovered that Chinese students and parents made the study abroad decisions in dialectic communication with considerable attention given to developing the youth's capabilities in ways that best fit their own interests, preferences, traits, and talents. While the youth were abroad and experiencing benefits and challenges in the first year, they were seeking the capabilities of developing relational connectedness in cross-cultural contexts and broadening the youth's experiences and perspectives. In their quest, they were challenged by cultural differences, new intercultural competencies, relational and communication paradigms, and academic and intellectual expectations. My study complicates the body of research that largely concludes that Chinese parents make most of the study abroad decisions, and that financial gain, status maintenance, and immigration are the central end goals they seek. It also adds to the body of research that examines the salient challenges and benefits that Chinese students encounter in study abroad in how it shows that these largely revolve around the capabilities they and their families most value. These findings can support those working or studying with North American universities in re-envisioning their understandings of what Chinese students and their families seek in study abroad, and why. Administrators in institutions of higher education, counselors, faculty, and students can find implications for how to better support and work with Chinese students and their families; as well, Chinese families and Chinese international high school divisions can take away insights regarding the decisions, struggles, and benefits in study abroad that Chinese families experience. Keywords: Chinese parents, Chinese students, Chinese families, international students, study abroad, decision-making, capabilities, difficulties, benefits, Lanzhou, Gansu Province
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Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.003 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it