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潛在剖面分析在教育及心理輔導研究之應用

Application of Latent Profile Analysis in Educational and Psychological Counseling Research

摘要


本研究旨在介紹潛在剖面分析方法在教育及心理輔導研究之應用。研究者先介紹定義、原理,並以常用的Mplus軟體,舉實例加圖示來介紹語法撰寫和分析步驟,並說明過程中應注意事項,同時,免費開源軟體Jamovi也有潛在剖面分析,操作方式比Mplus簡單。相關的優秀論文分析後,研究者提出綜合性的建議,做為未來研究的參考。

並列摘要


This paper aims to introduce the application of Latent Profile Analysis (LPA) in educational and psychological counseling research. The researchers first explain the definitions and principles, using practical examples and diagrams with the commonly used software Mplus to demonstrate syntax writing and analysis steps, along with important considerations during the process. Additionally, the open-source software Jamovi, which also supports LPA, offers a simpler operation compared to Mplus. After analyzing relevant high-quality papers, the researchers provide comprehensive recommendations for future research.

參考文獻


吳佳芬(2024)。教師支持與師範生論文寫作成效的關係研究:基於潛在剖面分析。科學與人文研究,12(4),85-97。https://doi.org/10.6535/JSH.202408_12(4).0005
溫忠麟、謝晉豔、王惠惠(2023)。潛在類別模型的原理潛在類別模型的原理, 步驟及程式。華東師範大學學報 (教育科學版),41(1),1-15。DOI:10.16382/j.cnki.1000-5560.2023.01.001
薛荷仙、王亞冰(2022)。外語情緒調節策略與外語情緒:基於潛在剖面分析。外語教學,43(4),62-68。DOI:10.16362/j.cnki.cn61-1023/h.2022.04.0
Horton, C. J., Walsh, L. C., Rodriguez, A., & Kaufman, V. A. (2024). The diversity of well-being indicators: a latent profile analysis. Frontiers in Psychology, 15, 1304074. https://doi.org/10.3389/fpsyg.2024.1304074
Sinha, P., Calfee, C. S., & Delucchi, K. L. (2021). Practitioner's Guide to Latent Class Analysis: Methodological Considerations and Common Pitfalls. Critical care medicine, 49(1), e63–e79. https://doi.org/10.1097/CCM.0000000000004710

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