增加医生劳动力的多样性:路径计划和预测分析
Michael Mayrath1, Darah Fontanez2, Ferrahs Abdelbaset3
1M. Mayrath is chief technology officer, Ponce Health Sciences University, St. Louis, Missouri; ORCID: https://orcid.org/0009-0000-2925-1469 .
概括
途径计划有效地招募代表性不足的学生进入医学院. 这些计划与预测分析相结合,有助于增加医生劳动力的多样性,而不会影响关键考试的学术表现.
科学领域:
- 医学教育 医学教育
- 医疗卫生工作人员多样性多样性
- 医学中的预测分析.
背景情况:
- 缺乏医生多样性会对健康结果产生负面影响.
- 途径课程是以证据为基础的,用于招募代表性不足的学生.
- 关于最佳路径程序教学交付的数据是有限的.
研究的目的:
- 利用路径程序和预测分析开发数据驱动的医学院料系统.
- 增加医学院队伍和未来医生劳动力的多样性.
主要方法:
- 一个多年的项目,将路径程序与预测分析结合起来.
- 开发和验证美国医疗执照考试 (USMLE) 第1步绩效预测模型.
- 途径学生与直接录取学生在MCAT,GPA,第一代状态和第一步表现方面的比较.
主要成果:
- 途径学生的MCAT平均分数和本科GPA明显低于直接学生.
- 在途径和直接学生之间的第一代状态或USMLE第一步考试成绩中没有发现显著差异.
- 路径学生在USMLE第一步考试中表现与直接学生相比,尽管初始指标较低.
结论:
- 路径计划,当与预测分析集成时,可以支持招聘各种医学院候选人.
- 这种方法允许更以数据为中心的学生接受过程,以增强医生劳动力的多样性.
- 建议进一步扩展和收集数据,以改进预测模型并确定课程预测因素.
相关概念视频
Issues And Trends In Healthcare Delivery System
5.7K
The issues and trends in healthcare delivery are constantly changing. The COVID-19 pandemic is one recent issue that wreaked havoc on healthcare systems, causing a shortage of healthcare workers, high demand for medicines and supplies, and increased medical expenditure due to a lack of insurance. Other issues include rising healthcare costs and care fragmentation.
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
Cost Containment
Payment for healthcare services has historically promoted adoption of costly and often unnecessary or inefficient...
5.7K
Current Trends in Nursing I
1.5K
Current trends in nursing include:
1.5K
Methods of Documentation VI: Case Management Model
604
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...
604
Current Trends in Nursing II
1.3K
Trends in nursing are multifactorial and associated with changes in society, within the nursing profession, and in other professions. Notably, telehealth and remote nursing contribute to successful healthcare delivery for numerous patients and help reduce stress for nurses due to nursing shortages. Nurses can reach patients, monitor their conditions, and interact with them using computers, audio, visual accessories, and telephones—for example, remote patient monitoring systems. Likewise,...
1.3K
Introduction To Health Care Delivery System
2.9K
The healthcare system is constantly changing and complex. Various services are available from different healthcare providers, but gaining access to these services has become challenging for people with limited healthcare insurance. Uninsured people present a challenge to healthcare because they frequently postpone or forego treatment.
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
The Institute of Medicine (IOM) advocates for a patient-centered, effective, safe, timely, equitable, and effective healthcare system. The National Priorities...
2.9K
Patient-centered Care
2.1K
Patient-centered care involves delivering care beyond inpatient hospitalization. Reflective practice can enhance a patient-centered approach. Reflective practice is a process of reasoning that considers all aspects of the present situation, including practicalities, learning from personal practice, and consideration of patient needs. Patients appreciate care decisions made while considering their input. Involving the patient in their care provides the patient with a sense of contribution rather...
2.1K


