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作者(中文):光 宗
作者(外文):Dinata, Surya
論文名稱(中文):人工智慧應用、知識共享與團隊協調對團隊績效之影響: 探討情商的中介作用
論文名稱(外文):The effect of artificial intelligence adoptions, knowledge sharing, and team coordination on team performance: The mediating role of emotional intelligence.
指導教授(中文):劉玉雯
指導教授(外文):Liu, Yu-Wen
口試委員(中文):李傳楷
史習安
口試委員(外文):Lee, Chuan-Kai
Shih, Hsi-An
學位類別:碩士
校院名稱:國立清華大學
系所名稱:國際專業管理碩士班
學號:106077437
出版年(民國):108
畢業學年度:107
語文別:英文
論文頁數:41
中文關鍵詞:人工智能應用團隊表現知識共享情商團隊協調
外文關鍵詞:artificial intelligence adoptionsknowledge sharingteam coordinationteam performanceemotional intelligence
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This study examined team performance as it was influenced by artificial intelligence adoptions, knowledge sharing, emotional intelligence, and team coordination. This study also observed the mediation effect of emotional intelligence in the relationship between team coordination and team performance. Two hundred team members of 16 teams from 8 companies in Indonesia and Taiwan had completed this study questionnaire to prove this research hypothesis by using multiple regression methods. This present study predicted (I) artificial intelligence adoptions, knowledge sharing, emotional intelligence, and team coordination would have a positive relation with team performance (II) team coordination will give a positive impact on emotional intelligence and (III) emotional intelligence would mediate the relationship between team coordination and team performance. However, this study found that artificial intelligence adoptions, knowledge sharing, emotional intelligence significantly had a positive impact on team performance, whereas team coordination was not significant to influence team performance. Additionally, this study claimed that team coordination has a positive effect on emotional intelligence and emotional intelligence mediates the relationship between team coordination and team performance.
ABSTRACT i
Table of Content ii
List of Tables iv
List of Figures v
Chapter One: Introduction 1
1.1 Research background 1
1.2 Research questions 3
Chapter Two: Literature Review 5
2.1 Artificial intelligence adoptions and team performance 5
2.2 Knowledge sharing and team performance 6
2.3 Team coordination and team performance 6
2.4 Emotional intelligence and team coordination 7
2.5 Team coordination, emotional intelligence and team performance 8
Chapter Three: Research and Methodology. 10
3.1 Research Framework 10
3.2 Participant and Procedures 11
3.3 Sample Demographics 12
3.4 Measures 13
3.4.1 Artificial Intelligence Adoption (AI) 13
3.4.2 Emotional Intelligence (EI) 14
3.4.3 Knowledge Sharing (KS) 16
3.4.4 Team Coordination (TC) 16
3.4.5 Team Performance (TP) 17
Chapter Four: Data Analysis 19
4.1 Test of the Measurement Model 19
4.1.1 Validity Test 19
4.1.2 Reliability Test 21
4.2 Multiple Regression Analysis 22
4.3 Testing the Assumption of Multiple Regression Model 23
4.3.1 Autocorrelation test 23
4.3.2 Multicollinearity Test 23
4.3.3 Heteroscedasticity Test 24
4.4 Testing of Mediation effect 24
Chapter Five: Conclusion 26
5.1 Discussion 26
5.2 Theoretical implications 26
5.3 Managerial implications 27
5.4 Limitations and future research suggestion 28
References 29

List of Tables
Table 1- 1: Business function in which AI has been adopted, by industry, % of respondents 1
Table 3- 1: Distribution of demographic data (n=200) 12
Table 3- 2: Survey items for artificial intelligence adoption 14
Table 3- 3: Survey items for emotional intelligence 14
Table 3- 4: Survey items for knowledge sharing 16
Table 3- 5: Survey items for team coordination 17
Table 3- 6: Survey Items for Team Performance 17
Table 4- 1: Descriptive statistics and inter-correlation among all study variables 19
Table 4- 2: Result of factor loading and KMO 20
Table 4- 3: The result of reliability test 21
Table 4- 4: The result of hierarchical regression 22
Table 4- 5: The result of Durbin-Watson test. 23
Table 4- 6: The result of multicollinearity test. 24
Table 4- 7: The result of Glejser test 24
Table 4- 8: Analysis procedure of mediation effect 25
Table 4- 9: The result of mediation test. 25

List of Figures
Figure 3- 1: The Research Framework 11
Figure 4- 1: Mediation effect test 25
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