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多層次模型方法論：階層線性模式的關鍵議題與試解
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多層次模型方法論：階層線性模式的關鍵議題與試解
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Journal Article
多層次模型方法論：階層線性模式的關鍵議題與試解
2009
Overview
組織與管理研究的資料多涉及階層特性，因此多層次模式是當代組織與管理領域的重要研究典範之一，而階層線性模式則是多層次研究主要分析技術。本文針對階層線性模式在多層次研究上有關於技術、測量與方法論所遭遇的問題，進行文獻整理並討論其實務意涵，並依據使用時機、抽樣議題、資料彙總、分析方法、與模式評估與估算等五方面整理出十二項重要議題與解決之道，包括：組內相關係數的意義與判斷準則、多層次研究各層的樣本數問題、變數聚合成組織層次問題、中心化的意義、固定效果與隨機效果的設定、估計法的選擇、適配度的比較、解釋變異量的計算、多元共線性的分析、強韌性標準誤、第一層誤差項變異數與實證貝氏估計值的運用。文中除了進行原理討論之外，並試圖就實務應用的解決方法提出說明。
Publisher
國立臺灣大學管理學院
Subject
