School of Nursing, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, and Radiology Service Charge Nurse, Hospital de Clínicas de Porto Alegre, Rio Grande do Sul, Brazil.
Full Professor, School of Nursing, Universidade Federal do Rio Grande do Sul (UFRGS), Porto Alegre, Rio Grande do Sul, Brazil.
J Nurs Scholarsh. 2021 May;53(3):270-277. doi: 10.1111/jnu.12638. Epub 2021 Feb 27.
To develop an information model to support secondary use of data using electronic health records.
Retrospective observational data-driven study with secondary use of data. The sample was composed of structured data from all adults admitted to clinical and surgical inpatient units of a public university hospital. Data between June 2014 and July 2019 were included, totaling approximately 51,000 unique patients.
Six systematic steps of the Applied Healthcare Data Science Roadmap were applied.
An information model on pain management was developed.
The data science methodology used allowed the development of information model in pain management, mapping attributes about pain management and to categorize them into assessment and reassessment, goals, interventions, and outcomes.
Based on the information model developed, it is possible to optimize the electronic health system and improve the quality of patient care delivery in pain management.
开发一个信息模型，以支持使用电子健康记录进行数据的二次利用。
回顾性观察性数据驱动研究，对数据进行二次利用。样本由来自一所公立大学附属医院临床和外科住院部的所有成年人的结构化数据组成。纳入了 2014 年 6 月至 2019 年 7 月的数据，共计约 51,000 个独特患者。
应用了医疗保健数据科学路线图的六个系统步骤。
开发了一个疼痛管理信息模型。
使用的数据科学方法允许在疼痛管理中开发信息模型，映射有关疼痛管理的属性，并将其分类为评估和再评估、目标、干预措施和结果。
基于开发的信息模型，可以优化电子健康系统，并提高疼痛管理中患者护理的质量。
