Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death

Yongkang Zhang; Yiye Zhang; Evan Sholle; Sajjad Abedian; Marianne Sharko; Meghan Reading Turchioe; Yiyuan Wu; Jessica S. Ancker

doi:10.1371/journal.pone.0235064

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Open Access

Peer-reviewed

Research Article

Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death

Yongkang Zhang ,

Roles Conceptualization, Formal analysis, Methodology, Software, Writing – original draft, Writing – review & editing

* E-mail: yoz2009@med.cornell.edu

Affiliation Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America

http://orcid.org/0000-0001-6312-9686

⨯
Yiye Zhang,

Roles Conceptualization, Funding acquisition, Methodology, Supervision, Writing – review & editing

Affiliation Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America
⨯
Evan Sholle,

Roles Conceptualization, Data curation, Methodology, Software, Writing – review & editing

Affiliation Information Technologies & Services Department, Weill Cornell Medicine, New York, NY, United States of America
⨯
Sajjad Abedian,

Roles Data curation, Methodology, Software, Writing – review & editing

Affiliation Information Technologies & Services Department, Weill Cornell Medicine, New York, NY, United States of America

http://orcid.org/0000-0002-0411-5185

⨯
Marianne Sharko,

Roles Conceptualization, Investigation, Methodology, Supervision, Writing – review & editing

Affiliation Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America
⨯
Meghan Reading Turchioe,

Roles Conceptualization, Investigation, Methodology, Supervision, Writing – review & editing

Affiliation Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America
⨯
Yiyuan Wu,

Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing

Affiliation Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America
⨯
Jessica S. Ancker

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Writing – review & editing

Affiliation Department of Population Health Sciences, Weill Cornell Medical College, New York, NY, United States of America
⨯

Assessing the impact of social determinants of health on predictive models for potentially avoidable 30-day readmission or death

Yongkang Zhang,
Yiye Zhang,
Evan Sholle,
Sajjad Abedian,
Marianne Sharko,
Meghan Reading Turchioe,
Yiyuan Wu,
Jessica S. Ancker

Published: June 25, 2020
https://doi.org/10.1371/journal.pone.0235064

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