The Experience of Low‐SES Students in Higher Education: Psychological Barriers to Success and Interventions to Reduce Social‐Class Inequality
Why is this work in the frame?
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Full frame distilled prediction
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.
- Candidate categories
- Science and technology studies
- Consensus categories
- none
- Domain
- Candidate signal: noneConsensus signal: none
- Study design
- Candidate signal: ObservationalConsensus signal: none
- Genre
- Candidate signal: EmpiricalConsensus signal: Empirical
- Teacher disagreement score
- 0.426
- Threshold uncertainty score
- 0.999
- Validation status
machine_predicted_unvalidated·codex-gemma-dda1882f352a
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
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.
- Teacher spread
- 0.435 · how far apart the two teachers sit on this one work
- Validation status
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
Abstract
The economic decline of the Great Recession has increased the need for a university degree, which can enhance individuals’ prospects of obtaining employment in a competitive, globalized market. Research in the social sciences has consistently demonstrated that students with low socioeconomic status (SES) have fewer opportunities to succeed in university contexts compared to students with high SES. The present article reviews the psychological barriers faced by low‐SES students in higher education compared to high‐SES students. Accordingly, we first review the psychological barriers faced by low‐SES students in university contexts (in terms of emotional experiences, identity management, self‐perception, and motivation). Second, we highlight the role that university contexts play in producing and reproducing these psychological barriers, as well as the performance gap observed between low‐ and high‐SES students. Finally, we present three examples of psychological interventions that can potentially increase both the academic achievement and the quality of low‐SES students’ experience and thus may be considered as methods for change.
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.
The record
- Venue
- Journal of Social Issues
- Topic
- Higher Education Research Studies
- Field
- Social Sciences
- Canadian institutions
- Kellogg's (Canada)
- Funders
- not available
- Keywords
- Socioeconomic statusPsychological interventionPsychologyPerceptionInequalityHigher educationRecessionSocial classSocial psychologyQuality (philosophy)SociologyPolitical scienceEconomic growthEconomics
- Has abstract in OpenAlex
- yes