2021
DOI: 10.3389/fped.2021.711200
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Data Quality Improvement and Internal Data Audit of the Chinese Neonatal Network Data Collection System

Abstract: Background: The Chinese Neonatal Network (CHNN) is a nationwide neonatal network that aims to improve clinical neonatal care quality and short- and long-term health outcomes of infants. This study aims to assess the quality of the Chinese Neonatal Network database by conducting an internal audit of data extraction.Methods: A data audit was performed by independently replicating the data collection and entry process in all 58 tertiary neonatal intensive care units (NICU) participating in the CHNN. Eighty-eight … Show more

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Cited by 19 publications
(8 citation statements)
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References 16 publications
(25 reference statements)
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“…There were 57 hospitals in 2019 and 70 hospitals in 2020 enrolled in CHNN, covering major tertiary perinatal centers and free-standing children’s hospitals from 25 provinces across China. A standardized neonatal database has been established by CHNN to monitor outcomes and clinical practices of all preterm infants born with GA <32 weeks or birth weight <1,500 g and admitted to participating hospitals ( 19 ).…”
Section: Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…There were 57 hospitals in 2019 and 70 hospitals in 2020 enrolled in CHNN, covering major tertiary perinatal centers and free-standing children’s hospitals from 25 provinces across China. A standardized neonatal database has been established by CHNN to monitor outcomes and clinical practices of all preterm infants born with GA <32 weeks or birth weight <1,500 g and admitted to participating hospitals ( 19 ).…”
Section: Methodsmentioning
confidence: 99%
“…Operations and definitions of each item in the program were elucidated by a standard manual. Patient identities were kept confidential when retrieved for analysis ( 19 ). The study was conducted in accordance with the Declaration of Helsinki (as revised in 2013).…”
Section: Methodsmentioning
confidence: 99%
“…The identities of the patients were kept confidential. Data were directly entered into a custom database that possessed built-in error checking and a standard operations and definition manual [ 19 ]. The data then were transmitted electronically to the CHNN coordination center of the Children's Hospital of Fudan University.…”
Section: Methodsmentioning
confidence: 99%
“…Periodic data audits and data correction in each year were conducted to ensure data quality. [11,12]…”
Section: Data Collection and Data Quality Controlmentioning
confidence: 99%