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Quantitative and qualitative verification of data quality in the childbirth registers of two rural district hospitals in Western Kenya

机译:肯尼亚西部两家乡镇医院分娩登记册中数据质量的定量和定性验证

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Objective: to verify the data quality of childbirth registers and explore factors that influence quality at two rural district hospitals in Western Kenya. Design: a retrospective comparative case study for data quality of the 2006 childbirth registers by quantitative and qualitative methods. Setting: Siaya and Bondo District Hospitals. Methods: after confirming the physical condition and availability of childbirth registers, the total number of births; number of complete/incomplete data; and number of complete data that were illegible, incorrectly coded, inappropriate and unrecognised were verified quantitatively to evaluate accuracy and completeness. Data categories and instructions were examined qualitatively to assess the relevance, completeness and accuracy of the data. Semi-structured interviews were conducted with key informants to capture their views and factors that influence data quality. Findings: the childbirth registers used by the two hospitals were not developed by the Ministry of Health, and their supply to Bondo was interrupted. Of the 30 data categories in the registers, five for Siaya and 23 for Bondo were more than 20% incomplete. Data for number of antenatal consultations and use of human immunodeficiency virus drugs were at least 50% incomplete for both hospitals. The percentage of illegible, incorrectly coded and inappropriate data was relatively low, and only the place of residence had unrecognised data. Data categories in the registers did not correspond well with those of monthly reports, and inappropriate instructions suggested hidden inaccuracy among apparently valid data. Organisational impediments of the health information system in general, perinatal and intrapartum contexts were identified. Key conclusions: data quality of the childbirth registers was unsatisfactory. Influential factors were primarily organisational and technical, which may have had an adverse effect on midwives' record keeping behaviour. Implications for practice: data quality of the registers can be improved by re-examining technical challenges and organisational impediments at different levels. Midwives' awareness of data quality needs to be increased by sharing the purpose of the childbirth registers. Strong political commitment is also indispensable for putting these findings into action.
机译:目的:验证肯尼亚西部两所农村地区医院分娩登记册的数据质量,并探讨影响质量的因素。设计:采用定量和定性方法对2006年分娩登记册的数据质量进行回顾性比较案例研究。地点:Siaya和Bondo区医院。方法:在确认身体状况和分娩登记资料后,确定总出生人数;完整/不完整数据的数量;并对数量不清,编码错误,不合适和无法识别的完整数据进行数量验证,以评估准确性和完整性。对数据类别和说明进行了定性检查,以评估数据的相关性,完整性和准确性。与主要信息提供者进行了半结构化访谈,以获取他们的观点和影响数据质量的因素。结果:两家医院使用的分娩记录不是卫生部开发的,它们向邦多的供应也中断了。在寄存器的30个数据类别中,Siaya的五个数据类别和Bondo的23个数据类别不完整超过20%。两家医院的产前咨询次数和人类免疫缺陷病毒药物使用的数据至少有50%不完整。难以辨认,编码错误和不合适的数据所占的比例相对较低,只有居住地的数据无法识别。登记册中的数据类别与月度报告的类别不太吻合,并且不适当的说明表明在显然有效的数据中隐藏了不准确性。在一般情况下,围产期和产时情况下,确定了健康信息系统的组织障碍。关键结论:分娩登记册的数据质量不令人满意。影响因素主要是组织和技术因素,可能对助产士的记录行为产生不利影响。实践的意义:可以通过重新检查不同级别的技术挑战和组织障碍来提高寄存器的数据质量。需要通过分享分娩登记册的目的来提高助产士对数据质量的认识。强有力的政治承诺对于将这些发现付诸行动也是必不可少的。

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