Analysis of Hierarchical Routine Data With Covariate Missingness: Effects of Audit & Feedback on Clinicians' Prescribed Pediatric Pneumonia Care in Kenyan Hospitals

Analysis of Hierarchical Routine Data With Covariate Missingness: Effects of Audit & Feedback on Clinicians' Prescribed Pediatric Pneumonia Care in Kenyan Hospitals

Background: Routine clinical data are widely used in many countries to monitor quality of care. A limitation of routine data is missing information which occurs due to lack of documentation of care processes by health care providers, poor record keeping, or limited health care technology at facility...

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Bibliographic Details
Main Authors: Susan Gachau, Nelson Owuor, Edmund Njeru Njagi, Philip Ayieko, Mike English
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-07-01
Series:Frontiers in Public Health
Subjects:
missing data
multiple imputation
PAQC score
routine data
audit and feedback
pediatrics
Online Access:https://www.frontiersin.org/article/10.3389/fpubh.2019.00198/full

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https://www.frontiersin.org/article/10.3389/fpubh.2019.00198/full

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