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提升全州出生缺陷登记处的数据质量:一项正在进行的质量改进计划的见解

Enhancing Data Quality in a Statewide Birth Defects Registry: Insights from an Ongoing Quality Improvement Initiative.

作者信息

Howell Rebecca, Allred Rachel, Betancourt Dayana, Yantz Caitlyn, Agopian A J, Shumate Charles

机构信息

Texas Department of State Health Services, Birth Defects Epidemiology and Surveillance Branch (BDESB) and Texas Birth Defects Registry (TBDR).

Department of Epidemiology, University of Houston Health Science Center at Houston School of Public Health.

出版信息

J Registry Manag. 2024 Fall;51(3):109-119.

PMID:39897606
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11781287/
Abstract

BACKGROUND

Since 1999, the Texas Birth Defects Registry (TBDR) has conducted active statewide surveillance of congenital anomalies in Texas. The TBDR has established quality assurance procedures and protocols. With the aim of supplementing these existing procedures with a new approach to proactively identify operational issues impacting data quality, we sought to implement a survey to identify procedural and operational challenges and develop strategies to mitigate the effects of practices (eg, changes in reporting practices at hospitals), external events (eg, pandemics), and other issues that may impact data quality.

METHODS

An open-text, anonymous survey was developed and distributed to TBDR staff. The survey elicited responses from staff related to TBDR operations, partnerships, and communication with external health care facilities. In years 2 and 3, the survey was abbreviated from 9 to 3 questions.

RESULTS

Completion rates were 45%, 74%, and 49% in years 1, 2, and 3, respectively. Thematic analysis across all 3 years identified 7 primary themes: (1) data timeliness, (2) data quality improvements, (3) workflow optimization, (4) fundamental training needs, (5) specialized or technical training needs, (6) system challenges, and (7) internal communication and coordination.

CONCLUSIONS

This project provides a proof-of-concept that active surveillance birth defects registries can collect information on data quality-related staff experiences in a real-time, systematic manner and implement short- and long-term strategies to address data quality. The survey results prompted internal strategic planning, additional employee training initiatives, and data system enhancements. Additional work is needed to monitor the long-term improvements resulting from these strategic actions. The data quality survey results and implemented strategies may be useful to other surveillance programs.

摘要

背景

自1999年以来,得克萨斯州出生缺陷登记处(TBDR)一直在得克萨斯州开展全州范围内的先天性异常主动监测。TBDR已制定质量保证程序和方案。为了用一种新方法补充这些现有程序,以主动识别影响数据质量的操作问题,我们试图开展一项调查,以识别程序和操作方面的挑战,并制定策略来减轻实践(如医院报告实践的变化)、外部事件(如大流行)以及其他可能影响数据质量的问题的影响。

方法

设计了一份开放式、匿名调查问卷,并分发给TBDR工作人员。该调查收集了工作人员对TBDR运营、合作关系以及与外部医疗机构沟通方面的反馈。在第2年和第3年,调查问卷从9个问题缩减至3个问题。

结果

第1年、第2年和第3年的完成率分别为45%、74%和49%。对这3年的主题分析确定了7个主要主题:(1)数据及时性,(2)数据质量改进,(3)工作流程优化,(4)基础培训需求,(5)专业或技术培训需求,(6)系统挑战,以及(7)内部沟通与协调。

结论

该项目提供了一个概念验证,即主动监测出生缺陷登记处可以实时、系统地收集与数据质量相关的工作人员经验信息,并实施短期和长期策略来解决数据质量问题。调查结果促使进行内部战略规划、开展更多员工培训举措以及增强数据系统。需要开展更多工作来监测这些战略行动带来的长期改进。数据质量调查结果和实施的策略可能对其他监测项目有用。

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J Registry Manag. 2024 Fall;51(3):109-119.
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本文引用的文献

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National population-based estimates for major birth defects, 2016-2020.2016 - 2020年全国基于人口的主要出生缺陷估计数。
Birth Defects Res. 2024 Jan;116(1):e2301. doi: 10.1002/bdr2.2301.
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Why are Birth Defects Surveillance Programs Important?为什么出生缺陷监测项目很重要?
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Evaluation of an active population-based surveillance system for major birth defects in South Carolina.南卡罗来纳州主要出生缺陷主动基于人群监测系统的评估。
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Birth Defects Res. 2020 Aug;112(14):1039-1042. doi: 10.1002/bdr2.1710. Epub 2020 May 16.
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National population-based estimates for major birth defects, 2010-2014.2010-2014 年全国主要出生缺陷发生率的基于人群的估计。
Birth Defects Res. 2019 Nov 1;111(18):1420-1435. doi: 10.1002/bdr2.1589. Epub 2019 Oct 3.
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The impact of the ICD-9-CM to ICD-10-CM transition on the prevalence of birth defects among infant hospitalizations in the United States.ICD-9-CM 向 ICD-10-CM 转换对美国住院婴儿先天缺陷发生率的影响。
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BMJ Qual Improv Rep. 2017 Apr 28;6(1). doi: 10.1136/bmjquality.u220946.w7041. eCollection 2017.
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Evaluation of the Sensitivity and Accuracy of Birth Defects Indicators on the 2003 Revision of the U.S. Birth Certificate: Has Data Quality Improved?美国出生证明2003年修订版中出生缺陷指标的敏感性和准确性评估:数据质量是否有所提高?
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Development and implementation of the first national data quality standards for population-based birth defects surveillance programs in the United States.美国首个基于人群的出生缺陷监测项目国家数据质量标准的制定与实施。
BMC Public Health. 2015 Sep 19;15:925. doi: 10.1186/s12889-015-2223-2.