Forthcoming in Medical Care Estimating a Composite Measure of Hospital Quality from the Hospital Compare Database: Differences When Using a Bayesian Hierarchical Latent Variable Model versus Denominator-based Weights

نویسندگان

  • Michael Shwartz
  • Xin Wang
  • Alan B. Cohen
چکیده

Michael Shwartz, PhD, School of Management, Boston University and Center for Organization, Leadership and Management Research, VA Boston Healthcare System Justin Ren, PhD, School of Management, Boston University Erol A. Peköz, PhD, School of Management, Boston University Xin Wang, PhD, International Business School, Brandeis University Alan B. Cohen, PhD, Health Policy Institute, Boston University Joseph D. Restuccia, PhD, School of Management, Boston University

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Estimating a composite measure of hospital quality from the Hospital Compare database: differences when using a Bayesian hierarchical latent variable model versus denominator-based weights.

BACKGROUND A single composite measure calculated from individual quality indicators (QIs) is a useful measure of hospital performance and can be justified conceptually even when the indicators are not highly correlated with one another. OBJECTIVE To compare 2 basic approaches for calculating a composite measure: an extension of the most widely-used approach, which weights individual indicator...

متن کامل

Gender-based Differences in Associations between Attitude and Self-esteem with Smoking Behavior among Adolescents: A Secondary Analysis Applying Bayesian Nonparametric Functional Latent Variable Model

Background: Different patterns of gender-based relationships between attitude toward smoking and self-esteem with smoking behavior have reported. However, such associations may be much more complex than a simply supposed linear relationship. We aimed to propose a method of providing hand details on the total and gender-based scenarios of the relationships between attitude toward smoking and sel...

متن کامل

Application of Bayesian Latent Variable Model for Early Detection of Gestational Diabetes Mellitus Without A Perfect Reference Standard Test by β‐human Chorionic Gonadotropin

Background and Objectives: Gestational diabetes mellitus (GDM) is a medical problem in pregnancy, and its late diagnosis can cause adverse effects in the mother and fetus. The purpose of this research was to estimate the accuracy parameters of a biomarker for early prediction of gestational diabetes in the absence of a perfect reference standard test.   Methods: This study was conducted in 52...

متن کامل

A DEA based composite measure of quality and its associated data uncertainty interval for health care provider profiling and pay-for-performance

Composite measures calculated from individual performance indicators increasingly are used to profile and reward health care providers. We illustrate an innovative way of using Data Envelopment Analysis (DEA) to create a composite measure of quality for profiling facilities, informing consumers, and pay-forperformance programs. We compare DEA results to several widely used alternative approache...

متن کامل

Reducing the risk of low or high birth weight for women with low or high body mass index under the care of high quality hospital by using instrumental variable

Background and purpose: Women with low (high) pre-pregnancy body mass index (BMI) recently delivered infants with approximately normal or close to normal birth weights under the high quality of prenatal care. This study estimated the effect of pre-pregnancy BMI when concerns about the effects of different quality levels of prenatal care and the health status of mothers and their infants existed...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2009