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In all, by the Finance Committee's analysis, hospitals in New York State, the most financially troubled in the nation, will receive $479 million in additional Medicare payments.
Panel data enables analysis hospitals productivity changes.
Having this panel data enables us analysis hospitals productivity changes overtime and allows us to control for unobserved heterogeneous characteristics of hospitals.
The analysis hospitals were primarily non-teaching (77%) and non-government owned (71%).
In this analysis hospitals were classified according to onsite availability of chemotherapy (>5 recorded episodes of chemotherapy) and secondary diagnosis was used as an indicator of comorbidity.
Additionally, significant variation in adjusted surfactant use persisted in 7 of the 9 hospitals that were significant in the original analysis (Hospitals A, B, L, M, N, O, and P).
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Confidence intervals will be adjusted by means of multilevel analysis (hospital).
On multivariate analysis, hospital volume, but also the presence of comorbidity proved to be strong prognostic factors predicting in-hospital mortality (ORs 3.05 and 2.34).
When area and hospital characteristics were included in the analysis, hospital first attended was fitted as the level two variable instead of the health authority.
In the primary analysis hospital use was categorized as a mental health admission if any diagnosis field included a non-psychotic mental health disorder.
The general pattern shows higher intercorrelations at higher levels of analysis: hospital higher than unit, and unit higher than individual-level correlations.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com