经验验证一个自动行为塑造的计算模型
Vincent Berardi1, Tian Lan2, Ariane Guirguis2
1Department of Psychology, Crean College of Health and Behavioral Sciences, Chapman University, Orange, California, United States of America.
PloS one
|January 17, 2025
概括
凸起形状的功能最有效地指导行为,与计算模型保持一致. 这一发现支持在运动,戒烟和饮食方面的健康干预中使用自动化塑造程序.
科学领域:
- 行为科学是一种行为科学.
- 人与计算机的互动.
- 计算建模计算建模
背景情况:
- 使用移动传感技术,可以将自动行为塑造程序集成到健康干预中.
- 一个先前的计算模型探索了自动行为塑造程序的最佳安排.
- 这种计算模型在反映实际人类行为的准确性仍然未经验证.
研究的目的:
- 实验验证一个用于自动行为塑造的计算模型.
- 将计算发现转化为实际的实验环境.
主要方法:
- 54名参与者试图使用计算机鼠标点击隐藏的目标,并接受听觉增强.
- 一个塑造功能逐渐缩小了点击到目标距离的门.
- 线性混合效应模型分析了形上,形下和线性塑造函数的结果,使用轨迹曲线下的面积和连续10次目标点击的时间作为指标.
主要成果:
- 凸起的塑造功能在塑造参与者行为方面表现出了最高的有效性.
- 线性塑造函数获得了第二好的结果,其次是形下方函数.
结论:
- 凸起的塑形程序是最有效的生成目标行为,保证进一步调查健康行为试验.
- 开发的自动塑造程序在运动,吸烟,热量摄入和屏幕时间管理等领域具有广泛的应用.
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