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Research Studies is a compilation of published research articles funded by AHRQ or authored by AHRQ researchers.
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1 to 1 of 1 Research Studies DisplayedKennedy EE, Bowles KH, Aryal S
Systematic review of prediction models for postacute care destination decision-making.
This article reported a systematic review of studies containing development and validation of models predicting post-acute care destination after adult inpatient hospitalization, summarized clinical populations and variables, evaluated model performance, assessed risk of bias and applicability, and made recommendations to reduce bias in future models. Findings indicated that prediction modeling studies for post-acute care destinations were becoming more prolific in the literature, but model development and validation strategies were inconsistent, and performance was variable. Most models were developed using regression, but machine learning methods were increasing in frequency.
AHRQ-funded; HS026599; HS027742.
Citation: Kennedy EE, Bowles KH, Aryal S .
Systematic review of prediction models for postacute care destination decision-making.
J Am Med Inform Assoc 2021 Dec 28;29(1):176-86. doi: 10.1093/jamia/ocab197..
Keywords: Shared Decision Making, Transitions of Care