心理科学进展 ›› 2019, Vol. 27 ›› Issue (8): 1363-1383.doi: 10.3724/SP.J.1042.2019.01363 cstr: 32111.14.2019.01363
收稿日期:2019-01-11
出版日期:2019-07-26
发布日期:2019-06-25
基金资助:Received:2019-01-11
Online:2019-07-26
Published:2019-06-25
摘要:
采用元分析方法探讨领导风格与敬业度的关系。经筛选, 共有148篇文献162个独立样本符合元分析标准(N = 84836)。元分析结果发现, 授权型领导、伦理型领导、变革型领导、领导-成员交换、真实型领导、交易型领导、服务型领导以及家长式领导与敬业度之间均呈显著的正相关关系, 且对敬业度的解释力递减; 不同的敬业度量表对领导-成员交换、真实型领导与敬业度之间的关系有显著的调节作用, UWES为中等正相关, 其他量表为高等正相关; 不同的研究设计对伦理型领导与敬业度的关系调节作用显著, 横截面研究设计测得的相关程度比纵向研究高; 文化背景能够显著调节变革型领导、领导-成员交换、真实型领导、伦理型领导、服务型领导以及交易型领导与敬业度之间的关系, 除服务型领导外, 东方文化背景下的相关系数均比西方文化背景下高。
中图分类号:
胥彦, 李超平. (2019). 领导风格与敬业度关系的元分析. 心理科学进展 , 27(8), 1363-1383.
XU Yan, LI Chaoping. (2019). The relationship between leadership styles and engagement: A meta-analysis. Advances in Psychological Science, 27(8), 1363-1383.
| 自变量 | Egger's回归系数检验 | Begg秩相关检验 | |||||
|---|---|---|---|---|---|---|---|
| intercept | SE | t | df | p | Z | p | |
| TL | 0.25 | 1.16 | 0.22 | 48 | 0.830 | -0.41 | 0.682 |
| LMX | 4.26 | 1.91 | 2.23 | 41 | 0.032 | 2.48 | 0.013 |
| AL | 2.36 | 2.91 | 0.81 | 20 | 0.428 | -0.08 | 0.933 |
| EL | 0.03 | 3.71 | 0.01 | 9 | 0.993 | 0.70 | 0.484 |
| SL | 4.64 | 2.29 | 2.02 | 6 | 0.089 | -0.247 | 0.805 |
| TAL | -2.80 | 1.73 | -1.61 | 4 | 0.181 | -0.94 | 0.348 |
| EML | -1.43 | 2.48 | -0.58 | 4 | 0.594 | -1.69 | 0.091 |
| PAL | 1.10 | 2.47 | 0.44 | 4 | 0.679 | 0.18 | 0.851 |
表2 发表偏差检验结果
| 自变量 | Egger's回归系数检验 | Begg秩相关检验 | |||||
|---|---|---|---|---|---|---|---|
| intercept | SE | t | df | p | Z | p | |
| TL | 0.25 | 1.16 | 0.22 | 48 | 0.830 | -0.41 | 0.682 |
| LMX | 4.26 | 1.91 | 2.23 | 41 | 0.032 | 2.48 | 0.013 |
| AL | 2.36 | 2.91 | 0.81 | 20 | 0.428 | -0.08 | 0.933 |
| EL | 0.03 | 3.71 | 0.01 | 9 | 0.993 | 0.70 | 0.484 |
| SL | 4.64 | 2.29 | 2.02 | 6 | 0.089 | -0.247 | 0.805 |
| TAL | -2.80 | 1.73 | -1.61 | 4 | 0.181 | -0.94 | 0.348 |
| EML | -1.43 | 2.48 | -0.58 | 4 | 0.594 | -1.69 | 0.091 |
| PAL | 1.10 | 2.47 | 0.44 | 4 | 0.679 | 0.18 | 0.851 |
| 自变量 | ZCOR | 95% CI | Z | p |
|---|---|---|---|---|
| TL | 0.48 | [0.43; 0.53] | 18.76 | < 0.0001 |
| LMX | 0.46 | [0.41; 0.51] | 17.02 | < 0.0001 |
| AL | 0.45 | [0.37; 0.53] | 11.28 | < 0.0001 |
| EL | 0.50 | [0.42; 0.58] | 11.43 | < 0.0001 |
| SL | 0.40 | [0.29; 0.51] | 6.87 | < 0.0001 |
| TAL | 0.43 | [0.33; 0.53] | 8.21 | < 0.0001 |
| EML | 0.61 | [0.47; 0.76] | 8.32 | < 0.0001 |
| PAL | 0.28 | [0.20; 0.35] | 7.27 | < 0.0001 |
表3 主效应检验结果
| 自变量 | ZCOR | 95% CI | Z | p |
|---|---|---|---|---|
| TL | 0.48 | [0.43; 0.53] | 18.76 | < 0.0001 |
| LMX | 0.46 | [0.41; 0.51] | 17.02 | < 0.0001 |
| AL | 0.45 | [0.37; 0.53] | 11.28 | < 0.0001 |
| EL | 0.50 | [0.42; 0.58] | 11.43 | < 0.0001 |
| SL | 0.40 | [0.29; 0.51] | 6.87 | < 0.0001 |
| TAL | 0.43 | [0.33; 0.53] | 8.21 | < 0.0001 |
| EML | 0.61 | [0.47; 0.76] | 8.32 | < 0.0001 |
| PAL | 0.28 | [0.20; 0.35] | 7.27 | < 0.0001 |
| 研究变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | TL | 1 | ||||||||
| k, N | ||||||||||
| 2 | LMX | 0.64a | 1 | |||||||
| k, N | 20, 4591 | |||||||||
| 3 | AL | 0.67a | 0.62a | 1 | ||||||
| k, N | 10, 2397 | 4, 1468 | ||||||||
| 4 | EL | 0.63a | 0.65a | 0.85 | 1 | |||||
| k, N | 20, 3717 | 18, 4052 | 2, 440 | |||||||
| 5 | SL | 0.47a | 0.59a | 0.61 | 0.38 | 1 | ||||
| k, N | 5, 774 | 4, 938 | 1, 1132 | 2, 1486 | ||||||
| 6 | TAL | 0.21 | 0.46 | 0.37a | 0.61a | 0.11 | 1 | |||
| k, N | 3, 601 | 1, 345 | 4, 770 | 13, 2232 | 1, 207 | |||||
| 7 | EML | 0.73 | 0.62 | — | 0.53 | 0.86 | 0.34 | 1 | ||
| k, N | 3, 469 | 3, 1068 | 1, 259 | 1, 199 | 2, 394 | |||||
| 8 | PAL | 0.56 | 0.39 | 0.58 | — | 0.70 | 0.49 | — | 1 | |
| 4, 976 | 2, 868 | 1, 256 | 2, 1132 | 3, 688 | ||||||
| 9 | EE | 0.48 | 0.46 | 0.45 | 0.50 | 0.40 | 0.43 | 0.61 | 0.28 | 1 |
表4 研究变量间的相关矩阵
| 研究变量 | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | TL | 1 | ||||||||
| k, N | ||||||||||
| 2 | LMX | 0.64a | 1 | |||||||
| k, N | 20, 4591 | |||||||||
| 3 | AL | 0.67a | 0.62a | 1 | ||||||
| k, N | 10, 2397 | 4, 1468 | ||||||||
| 4 | EL | 0.63a | 0.65a | 0.85 | 1 | |||||
| k, N | 20, 3717 | 18, 4052 | 2, 440 | |||||||
| 5 | SL | 0.47a | 0.59a | 0.61 | 0.38 | 1 | ||||
| k, N | 5, 774 | 4, 938 | 1, 1132 | 2, 1486 | ||||||
| 6 | TAL | 0.21 | 0.46 | 0.37a | 0.61a | 0.11 | 1 | |||
| k, N | 3, 601 | 1, 345 | 4, 770 | 13, 2232 | 1, 207 | |||||
| 7 | EML | 0.73 | 0.62 | — | 0.53 | 0.86 | 0.34 | 1 | ||
| k, N | 3, 469 | 3, 1068 | 1, 259 | 1, 199 | 2, 394 | |||||
| 8 | PAL | 0.56 | 0.39 | 0.58 | — | 0.70 | 0.49 | — | 1 | |
| 4, 976 | 2, 868 | 1, 256 | 2, 1132 | 3, 688 | ||||||
| 9 | EE | 0.48 | 0.46 | 0.45 | 0.50 | 0.40 | 0.43 | 0.61 | 0.28 | 1 |
| 领导风格 | LMX | TL | AL | TL | EL | TL | SL | TL | TAL | TL | EML | TL | PAL | TL |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 相对权重 | 47 | 53 | 45 | 55 | 53 | 47 | 37 | 63 | 43 | 57 | 69 | 31 | 17 | 83 |
| R2 | 0.27 | 0.26 | 0.30 | 0.27 | 0.34 | 0.38 | 0.23 | |||||||
表5 相对权重分析结果
| 领导风格 | LMX | TL | AL | TL | EL | TL | SL | TL | TAL | TL | EML | TL | PAL | TL |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 相对权重 | 47 | 53 | 45 | 55 | 53 | 47 | 37 | 63 | 43 | 57 | 69 | 31 | 17 | 83 |
| R2 | 0.27 | 0.26 | 0.30 | 0.27 | 0.34 | 0.38 | 0.23 | |||||||
| 调节变量 | 领导风格 | 类别 | k | N | r | 95%CI | Qw | I2 | QB | df |
|---|---|---|---|---|---|---|---|---|---|---|
| 敬业度 测量工具 | TL | UWES | 41 | 18073 | 0.42 | [0.39:0.44] | 1258.90 | 91.3 | 1.73 | 1 |
| other | 9 | 9807 | 0.46 | [0.40; 0.52] | 261.56 | 94.3 | ||||
| LMX | UWES | 30 | 12475 | 0.42 | [0.38; 0.45] | 244.23 | 86.5 | 4.58* | 1 | |
| other | 13 | 3840 | 0.54 | [0.44; 0.64] | 598.82 | 96.7 | ||||
| AL | UWES | 16 | 5227 | 0.38 | [0.35; 0.41] | 908.17 | 88.2 | 24.30** | 2 | |
| other | 5 | 1675 | 0.46 | [0.42; 0.51] | 95.54 | 81.2 | ||||
| 研究设计 | TL | 横向 | 46 | 27184 | 0.43 | [0.40; 0.45] | 1538.86 | 92.3 | 1.61 | 1 |
| 纵向 | 4 | 431 | 0.32 | [0.15; 0.47] | 16.78 | 70.2 | ||||
| EL | 横向 | 8 | 3898 | 0.51 | [0.46; 0.56] | 107.53 | 88.8 | 6.95** | 1 | |
| 纵向 | 3 | 1693 | 0.34 | [0.22; 0.46] | 14.52 | 86.2 | ||||
| 文化背景 | TL | 东方 | 23 | 9313 | 0.47 | [0.44; 0.50] | 734.28 | 90.5 | 23.13*** | 1 |
| 西方 | 27 | 18185 | 0.35 | [0.31; 0.39] | 651.82 | 91.7 | ||||
| LMX | 东方 | 33 | 10938 | 0.49 | [0.44; 0.54] | 793.9 | 94.5 | 12.23*** | 1 | |
| 西方 | 10 | 5377 | 0.36 | [0.31; 0.41] | 45.95 | 80.4 | ||||
| AL | 东方 | 17 | 6751 | 0.44 | [0.42; 0.47] | 771.00 | 90.4 | 31.18*** | 1 | |
| 西方 | 5 | 1118 | 0.30 | [0.26; 0.34] | 430.85 | 87.0 | ||||
| EL | 东方 | 6 | 3040 | 0.51 | [0.46; 0.56] | 105.78 | 90.5 | 5.52* | 1 | |
| 西方 | 5 | 2551 | 0.40 | [0.32; 0.48] | 23.99 | 83.3 | ||||
| SL | 东方 | 4 | 776 | 0.31 | [0.24; 0.37] | 1.91 | 0 | 4.42* | 1 | |
| 西方 | 4 | 1772 | 0.45 | [0.33; 0.56] | 23.14 | 87.0 | ||||
| TAL | 东方 | 3 | 1446 | 0.49 | [0.45; 0.53] | 0.06 | 0 | 7.93** | 1 | |
| 西方 | 3 | 540 | 0.29 | [0.15; 0.43] | 8.17 | 63.3 |
表6 调节效应检验结果
| 调节变量 | 领导风格 | 类别 | k | N | r | 95%CI | Qw | I2 | QB | df |
|---|---|---|---|---|---|---|---|---|---|---|
| 敬业度 测量工具 | TL | UWES | 41 | 18073 | 0.42 | [0.39:0.44] | 1258.90 | 91.3 | 1.73 | 1 |
| other | 9 | 9807 | 0.46 | [0.40; 0.52] | 261.56 | 94.3 | ||||
| LMX | UWES | 30 | 12475 | 0.42 | [0.38; 0.45] | 244.23 | 86.5 | 4.58* | 1 | |
| other | 13 | 3840 | 0.54 | [0.44; 0.64] | 598.82 | 96.7 | ||||
| AL | UWES | 16 | 5227 | 0.38 | [0.35; 0.41] | 908.17 | 88.2 | 24.30** | 2 | |
| other | 5 | 1675 | 0.46 | [0.42; 0.51] | 95.54 | 81.2 | ||||
| 研究设计 | TL | 横向 | 46 | 27184 | 0.43 | [0.40; 0.45] | 1538.86 | 92.3 | 1.61 | 1 |
| 纵向 | 4 | 431 | 0.32 | [0.15; 0.47] | 16.78 | 70.2 | ||||
| EL | 横向 | 8 | 3898 | 0.51 | [0.46; 0.56] | 107.53 | 88.8 | 6.95** | 1 | |
| 纵向 | 3 | 1693 | 0.34 | [0.22; 0.46] | 14.52 | 86.2 | ||||
| 文化背景 | TL | 东方 | 23 | 9313 | 0.47 | [0.44; 0.50] | 734.28 | 90.5 | 23.13*** | 1 |
| 西方 | 27 | 18185 | 0.35 | [0.31; 0.39] | 651.82 | 91.7 | ||||
| LMX | 东方 | 33 | 10938 | 0.49 | [0.44; 0.54] | 793.9 | 94.5 | 12.23*** | 1 | |
| 西方 | 10 | 5377 | 0.36 | [0.31; 0.41] | 45.95 | 80.4 | ||||
| AL | 东方 | 17 | 6751 | 0.44 | [0.42; 0.47] | 771.00 | 90.4 | 31.18*** | 1 | |
| 西方 | 5 | 1118 | 0.30 | [0.26; 0.34] | 430.85 | 87.0 | ||||
| EL | 东方 | 6 | 3040 | 0.51 | [0.46; 0.56] | 105.78 | 90.5 | 5.52* | 1 | |
| 西方 | 5 | 2551 | 0.40 | [0.32; 0.48] | 23.99 | 83.3 | ||||
| SL | 东方 | 4 | 776 | 0.31 | [0.24; 0.37] | 1.91 | 0 | 4.42* | 1 | |
| 西方 | 4 | 1772 | 0.45 | [0.33; 0.56] | 23.14 | 87.0 | ||||
| TAL | 东方 | 3 | 1446 | 0.49 | [0.45; 0.53] | 0.06 | 0 | 7.93** | 1 | |
| 西方 | 3 | 540 | 0.29 | [0.15; 0.43] | 8.17 | 63.3 |
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