Economic Impact in Medicaid Beneficiaries with Schizophrenia and Cardiometabolic Comorbidities Treated with Once-Monthly Paliperidone Palmitate vs. Oral Atypical Antipsychotics
Bibliographic record
Abstract
OBJECTIVE: The objective of this study was to compare persistence, costs, and healthcare resource utilization in patients with schizophrenia and cardiometabolic comorbidities treated with once-monthly paliperidone palmitate or an oral atypical antipsychotic. METHODS: Medicaid data from six states (07/2009-03/2015) were used to identify adults with schizophrenia and cardiometabolic comorbidities initiated on once-monthly paliperidone palmitate or an oral atypical antipsychotic (index date) on 01/2010 or after. Persistence to index medication at 12 months (no gap ≥ 90 days) was compared between patients taking once-monthly paliperidone palmitate and an oral atypical antipsychotic using Chi-squared tests. The 12-month post-index healthcare costs and healthcare resource utilization were compared using multivariate ordinary least squares and Poisson regression, respectively. RESULTS: Selected patients taking once-monthly paliperidone palmitate (n = 371) were younger (mean age: 45.0 vs. 47.5 years, standardized difference = 24%) than patients taking oral atypical antipsychotics (n = 8296). Persistence at 12 months was higher in patients taking once-monthly paliperidone palmitate (40 vs. 33%, p = 0.006). Adjusted all-cause medical costs were lower in patients taking once-monthly paliperidone palmitate vs. patients taking oral atypical antipsychotics (mean monthly cost differences = US $ - 369, p = 0.004) while all-cause pharmacy costs were higher (mean monthly cost differences = US $279, p < 0.001), resulting in no significant difference in total costs (mean monthly cost differences = US $ - 90, p = 0.357). No significant difference was observed in cardiometabolic comorbidity-related pharmacy or medical costs. Compared with patients taking oral atypical antipsychotics, patients taking once-monthly paliperidone palmitate had more schizophrenia-related outpatient visits (incidence rate ratio = 1.44, p < 0.001) but fewer cardiometabolic comorbidity-related inpatient admissions (incidence rate ratio = 0.73, p < 0.001) with shorter lengths of stay (incidence rate ratio = 0.72, p = 0.020), and fewer cardiometabolic comorbidity-related long-term care admissions (incidence rate ratio = 0.56, p = 0.016). CONCLUSIONS: Medicaid beneficiaries with schizophrenia and cardiometabolic comorbidities who were initiated on once-monthly paliperidone palmitate had similar 12-month total healthcare costs compared with oral atypical antipsychotics. Cardiometabolic comorbidity-related utilization of inpatient and long-term care services was lower in patients taking once-monthly paliperidone palmitate.
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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 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.000 | 0.001 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".