软件背后:不引人注目的影响,目标设定和说服力功能对BMI的影响
Renata Savian Colvero de Oliveira1, Sharon Nabwire1, Heta Merikallio2
1Oulu Advanced Research on Service and Information Systems, University of Oulu, Linnanmaa campus, Pentti Kaiteran katu 1 90570 Oulu, Finland.
International journal of medical informatics
|January 25, 2025
概括
设定明确的目标显著影响身体质量指数 (BMI) 的降低. 包含特定的说服性系统设计 (PSD) 功能的说服性移动健康行为改变支持系统 (mHBCSS) 增强了有效体重管理的目标实现.
科学领域:
- 行为科学 行为科学
- 医疗信息学 医疗信息学
- 人与计算机的交互
背景情况:
- 减肥干预措施显示成功,但影响因素需要澄清.
- 行为改变支持系统 (BCSS) 帮助用户修改行为.
- 诱导系统设计 (PSD) 模型评估BCSS的有效性,但最佳的特征组合来减少BMI仍然是未知的.
研究的目的:
- 调查PSD特征,设计假设和行为特征对BMI减轻的影响.
- 为了评估一个移动健康行为改变支持系统 (mHBCSS) 在六个月的有效性.
主要方法:
- 来自随机对照试验的96名个体的一个子集的分析.
- 在六个月的干预期内使用了mHBCSS.
- 使用的部分最小平方结构方程建模 (PLS-SEM) 用于数据分析.
主要成果:
- 目标设定解释了15.3%的BMI减轻差异.
- 更高的感知说服力与更高的目标设定相关 (R2 = 0.207).
- 对话支持和主要任务支持显著影响了感知说服力 (54.9%的差异解释).
结论:
- PSD框架和行为变化理论显著影响BMI降低.
- 清晰,有组织的目标设定对于实现预期的减肥结果至关重要.
- 结果指导开发人员和卫生专业人员设计有效的mHBCSS来降低BMI.
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