分析2012年至2020年期间在圣保罗市医疗服务中心就诊的孕妇产前数据的质量

Fernanda Ferreira Corrêa, Thaís Rangel Bousquet Carrilho, Eliana de Aquino Bonilha, Victor Nahuel Keller, Tarcisio Cantos de Melo, Gilberto Kac, Carmen Simone Grilo Diniz
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Quality analysis was carried out by calculating the indicators: percentage of incompleteness and zero values of all variables studied, percentage of implausible values for height, weight, BMI; preference for terminal digit of weight and height, and normality of distributions. Results: The database of pregnant women made available for analysis included 8,046,608 records and 1,174,115 women. The percentage of incompleteness and zero values was low (<1%) in all original variables of the system. There are more records at the end of pregnancy. For the four original variables of interest in the database (weight, height, SBP, DBP), there is a clear preference for the terminal digit. The variables of interest did not present an approximately normal distribution during the evaluated period. 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引用次数: 0

摘要

摘要目的:分析2012 - 2020年圣保罗市卫生厅综合卫生保健管理系统(SIGA)产前护理数据的质量。方法:使用SIGA数据和变量进行描述性研究:孕妇身高(cm),妊娠期间测量的体重(kg),产前咨询时的胎龄,收缩压(SBP)和舒张压(DBP)血压(mmHg),以及妊娠初(8周)的体重指数(BMI)。通过计算指标进行质量分析:所有研究变量的不完整和零值百分比,身高、体重、BMI值不合理百分比;体重和身高的终端数字的偏好,以及分布的正态性。结果:可用于分析的孕妇数据库包括8,046,608条记录和1,174,115名妇女。在系统的所有原始变量中,不完整和零值的百分比很低(<1%)。在怀孕末期有更多的记录。对于数据库中感兴趣的四个原始变量(体重、身高、收缩压、DBP),有一个明确的偏好是终端数字。在评估期间,感兴趣的变量不呈现近似正态分布。结论:质量分析表明,需要改进信息收集和记录的标准化、测量的四舍五入,并需要鼓励孕妇尽早开始产前护理,因此,通过对卫生保健专业人员的教育资源,对数据质量进行投资是很重要的。
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Analysis of the quality of prenatal data of pregnant women attended at Healthcare Services in the city of São Paulo between 2012 and 2020
ABSTRACT Objective: To analyze the quality of data collected during prenatal care recorded in the Integrated Health Care Management System (SIGA) of the Municipal Department of Health of São Paulo from 2012 to 2020. Methods: Descriptive study using SIGA data and the variables: maternal height (cm), weight (kg) measured throughout pregnancy, gestational age at prenatal consultation, systolic (SBP) and diastolic (DBP) blood pressure (in mmHg), and body mass index (BMI) at the beginning of pregnancy (up to 8 weeks). Quality analysis was carried out by calculating the indicators: percentage of incompleteness and zero values of all variables studied, percentage of implausible values for height, weight, BMI; preference for terminal digit of weight and height, and normality of distributions. Results: The database of pregnant women made available for analysis included 8,046,608 records and 1,174,115 women. The percentage of incompleteness and zero values was low (<1%) in all original variables of the system. There are more records at the end of pregnancy. For the four original variables of interest in the database (weight, height, SBP, DBP), there is a clear preference for the terminal digit. The variables of interest did not present an approximately normal distribution during the evaluated period. Conclusion: The quality analysis showed the need for improving the standardization of information collection and recording, the rounding of measurements and the need for encouraging pregnant women to start prenatal care as soon as possible, in such a way that it is important to invest in data quality, through educational resources for professionals who work in health care.
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来源期刊
Revista Brasileira de Epidemiologia
Revista Brasileira de Epidemiologia Medicine-Medicine (all)
CiteScore
3.60
自引率
0.00%
发文量
89
审稿时长
21 weeks
期刊介绍: Revista Brasileira de Epidemiologia (Brazilian Journal of Epidemiology) - every four months, journal published by the ABRASCO - aims at publishing not previously published Original Articles, including critical reviews on specific themes, which may contribute to the development of Epidemiology and related Sciences. Revista also publishes articles in the following categories: Debate aimed at discussing different views of the same theme which may be presented as an original article followed by comments from other authors, reproduction of panels and other similar formats; Notes and Information - notes on primary results of research studies.
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