预测分析和医疗保健社会工作的早期干预:一个范围审查
1Faculty of Business and Applied Arts, Lovely Professional University, Mittal School of Business, Phagwara, India.
Social work in health care
|February 13, 2024
概括
预测分析为医疗保健社会工作提供了尚未开发的潜力,特别是在早期干预方面. 本综述探讨了它的好处和挑战,旨在指导这个新兴领域的从业者和政策制定者.
科学领域:
- 医疗保健 医疗保健 医疗保健 医疗保健
- 社会工作 社会工作 社会工作
- 数据科学数据科学数据科学
背景情况:
- 预测分析在各个学科中越来越受欢迎.
- 它在医疗保健社会工作中的应用目前是有限的.
- 早期干预框架在社会工作实践中至关重要.
研究的目的:
- 调查预测分析在医疗保健社会工作中的潜力.
- 专注于在早期干预框架内应用预测分析.
- 确定将预测分析集成到社会工作中的优点和局限性.
主要方法:
- 对现有文献进行范围审查.
- 分析当前的应用和研究缺口.
- 对社会工作中的预测分析研究结果的综合.
主要成果:
- 医疗保健社会工作中预测分析的重大未开发潜力.
- 确定关键的好处,包括加强早期干预.
- 限制的划定,例如数据隐私和道德考虑.
- 稀疏现有的文献,特别是关于社会工作中的预测分析的文献.
结论:
- 预测分析有望改变医疗保健社会工作,特别是早期干预.
- 为了有效实施,需要进一步的研究和伦理准则.
- 实践者和政策制定者可以利用这些见解来推动该领域的发展.
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