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A Review of Factors Influencing Patient Readmission Based on Data Quality Dimension Model

机译:基于数据质量维模型的影响患者再入院的因素综述

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Ensuring the quality of data in healthcare is important as to determine the level of performance of health services offered by them. The key factor that helps boost their performance are the enhancement of timely diagnosis and management of diseases and patient, keeping personnel satisfaction and lessen the hospital costs in running them. Assessing the quality of data in adoption electronic health record (EHR) and preventing the rising of patient readmission rates in Malaysia is the main concern of the project. However, there is lack of study on patient readmission factors in Malaysia and the adoption of electronic health record (EHR) also causing poor quality of patients' data to be analyzed. Lastly, delivering the information to patients is difficult and confusing because of lacking in medical knowledge and terms. Therefore, this paper proposes consistency as additional dimension for data quality dimension to be used for validating patient readmission dataset. Theoretically, this project is seen to improve the quality of information by proposing improvement in used dimension to assess data quality of EHR. On the other hand, practically, this paper will help to visualize the results of medicinal information in the form of dashboard, which can be easily understood by both patients and health practitioners.
机译:确保医疗保健中数据的质量对于确定由其提供的医疗服务的绩效水平非常重要。有助于提高其绩效的关键因素是增强对疾病和患者的及时诊断和管理,保持人员满意度并降低运行这些疾病的医院成本。评估收养电子健康记录(EHR)中的数据质量并防止马来西亚患者的再入院率上升是该项目的主要关注点。但是,马来西亚缺乏关于患者再入院因素的研究,采用电子健康记录(EHR)也导致患者数据质量较差,无法进行分析。最后,由于缺乏医学知识和术语,将信息传递给患者既困难又令人困惑。因此,本文提出一致性作为数据质量维度的附加维度,用于验证患者再入院数据集。从理论上讲,该项目被认为可以通过提出用于评估EHR数据质量的使用维度的改进来提高信息质量。另一方面,实际上,本文将有助于以仪表板的形式可视化医学信息的结果,患者和医疗从业人员都可以轻松理解。

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