The Impact of Generational Assimilation and Dechurching on Chinese Immigrant Diaspora Parents
Bibliographic record
Abstract
The study aimed to identify how Chinese Canadian, immigrant, Christian parents are impacted when their second-generation children abandon Chinese churches and often the Christian faith as well. The research involved eighty-four interdenominational participants drawn from clergy and parents. A qualitative research design with mixed methods was conducted in three phases, using open-ended surveys, rating scales, and focus groups. The goal was to analyze and quantify impacts and propose strategies to support affected parents. The data show that parents are variously impacted emotionally, psychologically, spiritually, and socially. The top three negative effects on parents include blaming the church, self-blame, and silent suffering. The Silent Exodus and its impact on parents weaken the mission of the church. The significance of the research is that it offers recommendations that can help fulfill the mission of the church. These recommendations will empower parents by equipping them to cope with the impacts, improving churches’ caring ministries, and destigmatizing the blame that attaches to parents because of the shame culture.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.005 | 0.003 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.003 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
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".