The Effectiveness of Two Different Occupational Therapy Interventions on Time Management and on Perceived Occupational Performance and Satisfaction in University Students with Severe Nomophobia: A Single-Blind, Randomized Controlled Trial
Bibliographic record
Abstract
This study aimed to determine the effectiveness of two different occupational therapy interventions applied to university students with severe nomophobia. Forty-six participants were assigned to client-centered (CC) and time management (TM) intervention groups. Before and after intervention, participants’ time management skills were evaluated with the time management questionnaire (TMQ), occupational performance and satisfaction were evaluated with the Canadian Occupational Performance Measure (COPM), and nomophobia levels were evaluated with Nomophobia Questionnaire (NMP-Q). Both groups improved in NMP-Q, TMQ, and COPM within-group comparisons (p < 0.001). The interventions can be used to reduce nomophobia increase time management skills and increase perceived occupational performance and satisfaction.
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How this classification was reachedexpand
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 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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 itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, 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".