The identification of clusters of risk factors and their association with hospitalizations or emergency department visits in home health care

Author:

Song Jiyoun1ORCID,Chae Sena2ORCID,Bowles Kathryn H.34,McDonald Margaret V.4,Barrón Yolanda4,Cato Kenrick15,Rossetti Sarah Collins16,Hobensack Mollie1,Sridharan Sridevi4,Evans Lauren4,Davoudi Anahita4,Topaz Maxim147

Affiliation:

1. Columbia University School of Nursing New York City New York USA

2. College of Nursing, The University of Iowa Iowa City Iowa USA

3. Department of Biobehavioral Health Sciences University of Pennsylvania School of Nursing Philadelphia Pennsylvania USA

4. Center for Home Care Policy & Research VNS Health New York New York City USA

5. Emergency Medicine, Columbia University Irving Medical Center New York City New York USA

6. Department of Biomedical Informatics Columbia University New York City New York USA

7. Data Science Institute, Columbia University New York City New York USA

Funder

Agency for Healthcare Research and Quality

National Institute of Nursing Research

Publisher

Wiley

Subject

General Nursing

Reference47 articles.

1. Big-Data Analysis, Cluster Analysis, and Machine-Learning Approaches

2. Centers for Medicare and Medicaid Services. (2019).Home health compare.CMS IOM Publication 100‐02.https://www.medicare.gov/homehealthcompare/search.html

3. Racial and ethnic differences in trends in dementia prevalence and risk factors in the United States

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