一项关于西班牙大学生对生活满意度的结构和性别不变性的网络分析研究
Diego Diaz-Milanes1,2, Vanesa Salado3, Carmen Santín Vilariño4
1Department of Quantitative Methods, Universidad Loyola Andalucía, 41704 Sevilla, Spain.
Healthcare (Basel, Switzerland)
|January 23, 2024
概括
网络分析证实,生活满意度度表 (SWLS) 是一个可靠的单维度量,稳定的项目关系在性别之间不变. 这支持其在不同人群中使用.
科学领域:
- 心理测量 心理测量
- 网络分析 网络分析
- 心理测量 心理测量 心理测量
背景情况:
- 生活满意度量 (SWLS) 是广泛使用的,但在研究中显示了结构不变的不一致性.
- 之前的研究主要使用因子分析来评估SWLS的心理特征.
研究的目的:
- 使用网络分析方法分析SWLS的心理特征.
- 通过网络分析调查SWLS的性别不变性.
主要方法:
- 一项针对857名西班牙大学生进行的横截面调查.
- 采用描述性分析,部分相关性网络估计,贝叶斯网络建模和性别不变性分析.
主要成果:
- 在SWLS中没有表现出地板或天花板效应,物品被正常分配并形成一个稳定的社区.
- 网络模型和中心性措施是稳定的,性别不变的.
- 项目3是最核心的节点;贝叶斯网络分析揭示了项目在过程中的特定角色.
结论:
- 该SWLS作为一个可靠的单维测量,具有稳定的项目相互关系的功能.
- 性别似乎不会影响SWLS的运作.
- 网络分析提供了对项目角色和规模内的可预测性的详细了解.
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