An important area in healthcare to which data analytics can be applied is chronic disease management. The chronic care model is mostly patient-centric, so patients have been considered as the end users of data analytics. The information needs of healthcare providers have been overlooked. Drawing upon the theory of informedness and the transtheoretical model of health behavior change, we use a multicase study approach to investigate the information needs of different caregiving stakeholders in the spectrum of chronic diseases, and how data analytics can be designed to meet the varying needs of professionals and staff to support their informedness.

中文翻译：

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通过数据分析增强医疗保健专业人员和护理人员的知识，以进行慢性疾病管理

可以在其上应用数据分析的医疗保健的重要领域是慢性疾病管理。慢性护理模型主要以患者为中心，因此患者已被视为数据分析的最终用户。医疗保健提供者的信息需求已被忽略。借助知情理论和健康行为变化的跨理论模型，我们使用多案例研究方法来调查不同照顾者在慢性病范围内的信息需求，以及如何设计数据分析以满足消费者的不同需求专业人士和员工，以支持他们的知识。