Prospective Relationships Between Motivation and Functioning in Recovery After a First Episode of Schizophrenia
Bibliographic record
Abstract
Diminished motivation is associated with robust impairment in psychosocial functioning in schizophrenia (SZ). Little is known about the reciprocal relationships between motivation and functioning, particularly following a first episode of psychosis. We tested bidirectional associations between motivation and social and occupational functioning in the year following a first episode of SZ spectrum disorder among patients in the Recovery After an Initial Schizophrenia Episode-Early Treatment Program (RAISE-ETP) study. Four hundred four individuals (aged 15-40) who presented with a first episode of SZ spectrum disorder (eg, SZ, schizoaffective or schizophreniform disorder, psychotic disorder not otherwise specified) completed assessments of work and school functioning, social functioning, and motivation at 6- and 12-month follow-up, controlling for assessments at study entry. Controlling for cognition, and psychotic and depressive symptoms measured at each time point, motivation at 6 months was associated with work and school participation at 12 months, but work and school participation at 6 months was not associated with motivation at 12 months. Conversely, social functioning at 6 months was associated with motivation at 12 months, but motivation at 6 months was not associated with social functioning at 12 months. Findings suggest that motivation is associated with later occupational, but not social, functioning in the first year following an initial episode of psychosis. Social functioning, on the other hand, is associated with later motivation. Future intervention trials focused on improving occupational functioning in this population may benefit from targeting patient motivation directly (eg, through motivational interviewing), or indirectly by improving relationships and support networks.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 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 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".