Related Experiment Video
Updated: Feb 26, 2026

Using Visual and Narrative Methods to Achieve Fair Process in Clinical Care
Published on: February 16, 2011
Climate Classification is an Important Factor in Assessing Quality-of-Care Across Hospitals
Mary Regina Boland1,2,3,4, Pradipta Parhi5, Pierre Gentine5
1Department of Biomedical Informatics, Columbia University, New York, NY, USA. maryreginaboland@gmail.com.
Abstract:
Climate is a known modulator of disease, but its impact on hospital performance metrics remains unstudied. We assess the relationship between Köppen-Geiger climate classification and hospital performance metrics, specifically 30-day mortality, as reported in Hospital Compare, and collected for the period July 2013 through June 2014 (7/1/2013-06/30/2014). A hospital-level multivariate linear regression analysis was performed while controlling for known socioeconomic factors to explore the relationship between all-cause mortality and climate. Hospital performance scores were obtained from 4,524 hospitals belonging to 15 distinct Köppen-Geiger climates and 2,373 unique counties. Model results revealed that hospital performance metrics for mortality showed significant climate dependence (p < 0.001) after adjusting for socioeconomic factors. Climate is a significant factor in evaluating hospital 30-day mortality rates. These results demonstrate that climate classification is an important factor when comparing hospital performance across the United States.
Related Concept Videos
Hospitals-I
Factors Affecting Body Temperature
Factors may include:
Hospitals-II
Nurses that work in...
Classification of Illness
An illness is a response to a disease in which the person's level of functioning is changed compared with a previous level. The general classification of illness includes acute and chronic.
Acute illness is severe...
Purpose of Health Records I
Here's a breakdown of how health records serve these purposes:
Healthcare Associated Infections II: Preventive Measures
The best practices for preventing healthcare-associated infections include hand hygiene, patient risk...

