Self-determination, loneliness, fear of missing out, and academic performance
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
Instances of anxiety, depression, and loneliness are attaining epidemic-levels among college-age students. Self-determination theory suggests that such feelings are attributable to antagonistic situations hindering the satisfaction of an individual’s basic needs for autonomy, competence, and relatedness. Fear of Missing Out (FOMO) is a phenomenon that arose in the context of social media use and refers to the need to stay continually connected. Studies have shown that problematic social media and mobile technology use are related to feelings of anxiety, depression, and loneliness, and FOMO. Few studies have examined the relationships between these factors and academic performance. This study examines how Loneliness, FOMO, and the basic needs Autonomy, Competence, and Relatedness, are related to Academic Performance. We find a positive influence of FOMO and a negative influence of Autonomy on Academic Performance. We discuss these and other findings.
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.
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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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