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研究生: 蔡孟珊
論文名稱: 以階層線性模式分析個人與組織因素對學習行為之效果:以組織因素為調節角色
Using HLM to Analyze Effects of Individual and Organizational Factors on Learning Behavior: Organizational Factors as Moderators
指導教授: 張基成
學位類別: 博士
Doctor
系所名稱: 科技應用與人力資源發展學系
Department of Technology Application and Human Resource Development
論文出版年: 2012
畢業學年度: 100
語文別: 英文
論文頁數: 101
中文關鍵詞: 認知需求(NFC)開放性情感人際關係社會關係組織合作文化組織氣候學習行為
英文關鍵詞: need for cognition (NFC), openness, emotion, interpersonal relationship, social relationship, organizational collaborative culture, organizational climate, learning behavior
論文種類: 學術論文
相關次數: 點閱:183下載:15
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  • 本研究之目的是要探討台灣科技業的個人及組織因素對學習行為之直接效果,並討論組織因素是否會在個人與學習行為的關係中扮演調節角色。為了要完成此研究,本研究提出了19個研究假設。而個人因素包含了認知需求(NFC)、開放性,與情感;組織因素包含了人際關係、社會關係、組織的合作文化,以及組織氣候。本研究以階層線性模式作為研究方法,調查了來自43個科技業公司的194個科技業工作者,以探討個人和組織因素與學習行為之關係。研究結果指出認知需求、情感、組織合作文化與組織氣候皆對於學習行為有顯著的正向效果。人際關係、社會關係及組織氣候在認知需求與學習行為的關係中扮演負向的調節角色,但是組織合作文化則扮演正向的調節角色。在情感與學習行為的關係中,只有人際關係具有正向的調節效果。

    The aim of this study was to explore the direct effects of individual and organizational factors on learning behavior, and discussed that organizational factors were the moderators between individual factors and learning behavior in Taiwanese technology industry. To complete this study, 19 hypotheses were proposed. Individual factors included need for cognition (NFC), openness, and emotion; organizational factors included interpersonal relationship, social relationship, organizational collaborative culture, and organizational climate; learning behavior included knowledge sharing and exploratory organizational learning. This multilevel study of 194 workers from 43 technology companies demonstrated that both individual- and organization-level factors associated with learning behavior. The results showed that NFC, emotion, organizational collaborative culture and organizational climate significantly and positively influenced learning behavior. Interpersonal relationship, social relationship, and organizational climate negatively moderated the relationship between NFC and learning behavior, however, organizational collaborative culture positively moderate this relationship. Nevertheless, only interpersonal relationship significantly and positively moderated the effect of emotion on learning behavior.

    CONTENTS 謝 誌 i ABSTRACT iii 中文摘要 v CONTENTS vii TABLES ix FIGURES xi Chapter 1 Introduction 1 1.1 Research background and motivation 1 1.2 Research purposes and questions 4 Chapter 2 Literature Review and Hypotheses 7 2.1 Literature review 7 2.1.1 Learning behavior 7 2.1.2 Individual level 9 2.1.3 Organizational level 11 2.2 Research hypotheses 16 2.2.1 The relationship between individual level factors and learning behavior 16 2.2.2 The relationship between organizational level factors and learning behavior 19 2.2.3 The correlation between individual level factors and organizational level factors 25 2.3 Theoretical Foundation 31 Chapter 3 Research Methods 35 3.1 Research variables and framework 35 3.2 Research procedure 36 3.3 Sampling population and method 37 3.4 Instruments 38 3.4.1 Learning behavior 38 3.4.2 Individual level 39 3.4.3 Organizational level 40 3.5 Reliability and validity of instruments 42 3.5.1 Reliability 43 3.5.2 Validity 43 3.5.3 CR, AVE 44 3.6 Data collection and analysis method 44 3.6.1 Data collection 44 3.6.2 Data analysis method 45 Chapter 4 Research Results and Discussions 47 4.1 Research Results 47 4.1.1 Profile of respondents 47 4.1.2 Descriptive statistics 47 4.1.3 Hypotheses testing 48 4.2 Discussions 56 4.2.4 Moderating effects 59 4.2.5 Managerial implications 63 Chapter 5 Conclusions and Suggestions 67 5.1 Conclusions 67 5.1.1 Result summary 67 5.1.2 Research limitations 69 5.2 Suggestions 69 5.2.1 The implications for technology companies and workers 69 5.2.2 Future research directions 70 References 71 TABLES Table 3-1 Research variables, number of items, and sources 42 Table 3-2 Reliabilities of all variables 43 Table 3-3 The values of CR and AVE 44 Table 4-1 Profile of respondents 48 Table 4-2 Descriptive statistics: Means, SD, and correlations 47 Table 4-3 Regression analysis 48 Table 4-4 Null model 50 Table 4-5 Random-coefficient regression model 51 Table 4-6 Intercepts and slopes -as-outcomes model 54 Table 4-7 Hierarchical linear modeling results 55 Table 5-1 Summary of hypotheses testing results 68 FIGURES Fig. 2-1 The exploratory organizational learning model 8 Fig. 2-2 The research framework of knowledge sharing 34 Fig. 3-1 Research framework 36 Fig. 3-2 Research procedure 37 Fig. 4-1 Research results model 58 Fig. 4-2 Interpersonal relationship moderates the effect of NFC on learning behavior 59 Fig. 4-3 Social relationship moderates the effect of NFC on learning behavior 60 Fig. 4-4 Collaborative culture moderates the effect of NFC on learning behavior 61 Fig. 4-5 Organizational climate moderates the effect of NFC on learning behavior 62 Fig. 4-6 Interpersonal relationship moderates the effect of emotion on learning behavior 62

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