比较大数据资源对医疗知识的影响,对拥有和没有医疗协作平台的员工进行召回
JunYi Yuan1, Linhui Mi1, SuFen Wang2
1Shanghai Chest Hospital, Shanghai Jiao Tong University School of Medicine, 241 West Huaihai Road, Shanghai, China.
BMC medical education
|December 14, 2023
概括
大数据资源显著影响医疗保健专业人员对医学知识的回忆. 机构级大数据的影响有所不同,在有远程咨询平台和没有远程咨询平台的机构中观察到不同的间接途径.
科学领域:
- 医疗信息学 医疗信息学
- 医学知识管理 医学知识管理
- 医疗保健中的大数据分析
背景情况:
- 医疗保健专业人员回顾先前的医学知识对于有效的患者护理至关重要.
- 大数据资源融入医疗保健环境带来了新的机遇和挑战.
- 了解这些资源如何影响知识回忆,特别是与不同的技术基础设施,是必不可少的.
研究的目的:
- 调查大数据资源对医疗保健专业人员对先前医学知识的回忆的影响.
- 为了比较医疗机构的这些影响,有和没有远程咨询平台.
- 识别特定的大数据组件 (数据,技术,服务) 和影响知识回忆的它们的水平 (机构,公共).
主要方法:
- 对132个拥有远程咨询平台的医疗机构和176个没有远程咨询平台的医疗机构进行了比较分析.
- 将大数据资源分类为机构和公共级别,以及类型 (数据,技术,服务).
- 使用SmartPLS2进行统计分析,以确定对知识回忆的直接和间接影响.
主要成果:
- 公共级别的大数据资源持续且显著增强知识回忆.
- 机构级大数据资源在不同情景中显示出不同的影响.
- 在平台和非平台环境中确定了影响知识回忆的间接途径,根据特定的大数据组件而有所不同.
结论:
- 大数据,技术和服务的相互作用,在机构和公共层面,差异地调节临床知识回忆.
- 有远程咨询平台和没有远程咨询平台的机构之间,互动模式在很大程度上不同.
- 研究结果为设计有效的大数据环境提供了洞察力,以加强临床专业知识和决策.
更多相关视频
05:47Evidence-based Knowledge Synthesis and Hypothesis Validation: Navigating Biomedical Knowledge Bases via Explainable AI and Agentic Systems
Published on: June 13, 2025
231
09:00TBase - an Integrated Electronic Health Record and Research Database for Kidney Transplant Recipients
Published on: April 13, 2021
4.5K
相关概念视频
01:19Purpose of Health Records II
971
Health records serve various essential purposes in the healthcare system. Here are some key purposes:
971
01:30Data Collection I
6.2K
Data collection gathers information needed to make accurate judgments about a patient's present condition. During a health history interview, subjective data is collected from the patient, their caregivers, or family members, and objective data is collected through observations and physical assessment. Patients are the primary source of subjective data. Thus information gathered from patients through interviews, observations, and physical examination is primary data. Secondary sources of...
6.2K
01:11Purpose of Health Records I
1.2K
The vital purpose of health records is to provide a complete and accurate account of a patient's medical history, including communication, diagnostic and therapeutic orders, care planning, research, and quality review.
Here's a breakdown of how health records serve these purposes:
Here's a breakdown of how health records serve these purposes:
1.2K
01:15Methods of Documentation VI: Case Management Model
574
The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
For example, a patient with a chronic...
For example, a patient with a chronic...
574
01:30Methods of Documentation VII: EMR
838
Electronic Medical Records (EMRs) primarily center around electronically documenting patients' health information within a single healthcare organization or practice. They contain essential clinical data related to a patient's medical history, diagnoses, medications, treatment plans, lab results, and other pertinent information relevant to the specific encounter or episode of care. EMRs are designed to streamline documentation and workflow processes within individual healthcare...
838
01:08The Availability Heuristic
6.0K
A heuristic is a general problem-solving framework (Tversky & Kahneman, 1974). You can think of these as mental shortcuts that are used to solve problems. Different types of heuristics are used in different types of situations, and the impulse to use a heuristic occurs when one of five conditions is met (Pratkanis, 1989):
6.0K