通过正式的动态系统建模,反复开发和完善健康心理学理论:范围审查和初步专家推的"最佳实践"
Olga Perski1,2, Amber Copeland3, Jim Allen4
1Faculty of Social Sciences, Tampere University, Tampere, Finland.
Health psychology review
|September 11, 2024
概括
正式的动态系统模型越来越多地用于健康心理学,以了解动态过程并开发适应性干预. 本综述综合了方法,强调需要更广泛的利益相关者参与和开放科学实践,以提高干预效率.
科学领域:
- 健康心理学 心理健康心理学
- 计算机建模 计算建模
- 系统科学 系统科学
背景情况:
- 正式的动态系统模型为理解复杂的健康行为提供了一种强大的方法.
- 现有的文献缺乏在健康心理学中开发这些模型所采用的方法步骤的综合.
研究的目的:
- 综合用于发展健康心理学理论的正式,动态系统模型的方法方法.
- 确定这个新兴领域的共同点,差距和最佳实践.
主要方法:
- 在主要的科学数据库 (MEDLINE,PsycINFO,ACM,IEEE) 中进行了全面的范围审查.
- 包括报告人内动态系统模型的开发或改进的研究.
- 用叙事合成和频率分析来分析数据.
主要成果:
- 在29项研究中确定了17个建模项目,主要来自美国跨学科团队.
- 模型主要旨在理解动态过程 (69.0%) 或告知适应性干预 (31.0%),经常正式化社会认知理论或自我调节理论.
- 有关利益相关者的参与有限 (3.4%) 和开放科学实践 (10.3%),模型的复杂性差异很大.
结论:
- 正式的动态系统建模对于推进健康心理学理论和干预开发具有重大潜力.
- 建议对"最佳实践"进行建议,以指导未来的研究.
- 增加利益相关者参与和采用开放科学对于最大限度地提高这些模型的影响至关重要.
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