Access is not enough: Cultural mismatch persists to limit first-generation students’ opportunities for achievement throughout college.
Bibliographic record
Abstract
United States higher education prioritizes independence as the cultural ideal. As a result, first-generation students (neither parent has a four-year degree) often confront an initial cultural mismatch early on in college settings: they endorse relatively interdependent cultural norms that diverge from the independent cultural ideal. This initial cultural mismatch can lead first-generation students to perform less well academically compared with continuing-generation students (one or more parents have a four-year degree) early in college. Yet, what happens as first-generation students experience the university culture throughout their time in college? Using cross-sectional and longitudinal approaches, we find that initial cultural mismatch is associated with psychological and academic costs that persist until graduation. First, at college entry, we find social class differences in cultural norms: first-generation students endorse more interdependent cultural norms than their continuing-generation peers. Second, endorsing interdependence at college entry predicts reduced subjective sense of fit in college four years later. Third, lower subjective sense of fit predicts lower grade point average and subjective social status upon graduation. Together, these results suggest that initial cultural mismatch contributes to worse experiences and academic outcomes among first-generation students, and that these disparities persist even until graduation. Further, we find that social class differences in cultural norms remain stable throughout college: first-generation students continue to endorse more interdependence than do continuing-generation students. We suggest providing access is not sufficient to reduce social class inequity; colleges need to create more inclusive environments to ensure that students from diverse backgrounds can reap similar rewards. (PsycInfo Database Record (c) 2020 APA, all rights reserved).
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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 | 0.001 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.000 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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".