School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran.
School of Management and Medical Informatics, Tabriz University of Medical Sciences, Tabriz, Iran.
Int J Med Inform. 2018 Jul;115:24-34. doi: 10.1016/j.ijmedinf.2018.04.007. Epub 2018 Apr 16.
Neonatal intensive care units (NICUs) have complex patients in terms of their diagnoses and required treatments. Antimicrobial treatment is a common therapy for patients in NICUs. To solve problems pertaining to empirical therapy, antimicrobial stewardship programs have recently been introduced. Despite the success of these programs in terms of data collection, there is still inefficiency in terms of analyzing and reporting the data. Thus, to successfully implement these stewardship programs, the design of antimicrobial resistance (AMR) surveillance systems is recommended as a first step. As a result, this study aimed to design an AMR surveillance system for use in the NICUs in northwestern Iranian hospitals to cover these information gaps.
The recommended system is compatible with the World Health Organization (WHO) guidelines. The business intelligence (BI) requirements were extracted in an interview with a product owner (PO) using a valid and reliable checklist. Following this, an AMR surveillance system was designed and evaluated in relation to user experiences via a user experience questionnaire (UEQ). Finally, an association analysis was performed on the database, and the results were reported by identifying the important multidrug resistances in the database.
A customized software development methodology was proposed. The three major modules of the AMR surveillance are the data registry, dashboard, and decision support modules. The data registry module was implemented based on a three-tier architecture, and the Clinical Decision Support System (CDSS) and dashboard modules were designed based on the BI requirements of the Scrum product owner (PO). The mean values of UEQ measures were in a good range. This measures showed the suitable usability of the AMR surveillance system.
Applying efficient software development methodologies allows for the systems' compatibility with users' opinions and requirements. In addition, the construction of interdisciplinary communication models for research and software engineering allows for research and development concepts to be used in operational environments.
新生儿重症监护病房(NICU)的患者在诊断和所需治疗方面都较为复杂。抗菌治疗是 NICU 患者常见的治疗方法。为了解决经验性治疗相关问题,最近引入了抗菌药物管理计划。尽管这些计划在数据收集方面取得了成功,但在分析和报告数据方面仍然效率低下。因此,为了成功实施这些管理计划,建议首先设计抗菌药物耐药性(AMR)监测系统。因此,本研究旨在为伊朗西北部医院的 NICU 设计一个 AMR 监测系统,以填补这些信息空白。
推荐的系统与世界卫生组织(WHO)指南兼容。使用有效且可靠的清单通过与产品负责人(PO)进行访谈,提取了商业智能(BI)要求。在此基础上,通过用户体验问卷(UEQ)针对用户体验设计和评估了 AMR 监测系统。最后,通过数据库关联分析,确定数据库中的重要多药耐药性,报告结果。
提出了一种定制软件开发方法。AMR 监测的三个主要模块是数据注册、仪表板和决策支持模块。数据注册模块是基于三层架构实现的,临床决策支持系统(CDSS)和仪表板模块是根据 Scrum 产品负责人(PO)的 BI 要求设计的。UEQ 度量的平均值处于良好范围。这表明 AMR 监测系统具有合适的可用性。
应用高效的软件开发方法可以使系统与用户的意见和需求兼容。此外,为研究和软件工程构建跨学科沟通模型可以将研究和开发概念应用于运营环境。