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Effect Of Massachusetts Healthcare Reform On Racial And Ethnic Disparities In Admissions To Hospital For Ambulatory Care Sensitive Conditions: Retrospective Analysis Of Hospital Episode Statistics, Danny Mccormick, Amresh D. Hanchate, Karen E. Lasser, Meredith G. Manze, Mengyun Lin, Chieh Chu, Nancy R. Kressin

Publications and Research

Objectives To examine the impact of Massachusetts healthcare reform on changes in rates of admission to hospital for ambulatory care sensitive conditions (ACSCs), which are potentially preventable with good access to outpatient medical care, and racial and ethnic disparities in such rates, using complete inpatient discharge data (hospital episode statistics) from Massachusetts and three control states.

Design Difference in differences analysis to identify the change, overall and according to race/ethnicity, adjusted for secular changes unrelated to reform.

Setting Hospitals in Massachusetts, New York, New Jersey, and Pennsylvania, United States.

Participants Adults aged 18-64 (those most likely to have been affected …

A Neural Network Analysis Of Treatment Quality And Efficiency Of Hospitals, Viju Raghupathi, Wullianallur Raghupathi

Publications and Research

Objectives: Due to the escalating healthcare expenditure and the number of hospitalizations, it is becoming increasingly important for healthcare organizations to evaluate the cost and improve the quality and efficiency of treatment.

Method: We deploy neural networks to examine the strategic association between hospitalization experience and treatment results. The healthcare data for the years 2009-2012 are downloaded from the Statewide Planning and Research Cooperative System (SPARCS) of the New York State Department of Health (NYSDOH). We operationalize the hospitalization experience using the indicators facility ID, procedure description, type of admission, patient disposition upon discharge, APR severity of illness, source of …