心理科学进展 ›› 2021, Vol. 29 ›› Issue (7): 1195-1209.doi: 10.3724/SP.J.1042.2021.01195
收稿日期:
2020-08-10
出版日期:
2021-07-15
发布日期:
2021-05-24
基金资助:
Received:
2020-08-10
Online:
2021-07-15
Published:
2021-05-24
摘要:
利用元分析方法, 从整体上探究黑暗三联征和攻击行为的关系, 共纳入87篇定量研究, 90个独立样本, 41273名被试进行元分析。结果发现:黑暗三联征与攻击行为的关系均呈正相关(r = 0.338~0.405), 自恋与攻击行为的相关强度显著低于马基雅维利主义和精神病态的相关强度。黑暗三联征与攻击行为的关系受到文化背景、性别、攻击类型等多种因素的影响。结论显示, 自恋与其余两种黑暗人格有较大差异, 后续研究可以结合东方文化进一步探究黑暗三联征。
中图分类号:
朱亚琳, 金灿灿. (2021). 黑暗三联征与攻击行为关系的元分析. 心理科学进展 , 29(7), 1195-1209.
ZHU Yalin, JIN Cancan. (2021). A meta-analysis of the relationship between the Dark Triad and aggressive behaviors. Advances in Psychological Science, 29(7), 1195-1209.
黑暗人格 | 独立ES 数量 | 被试 数量 | 效应值以及0.95置信区间 | Z值 | p | 同质性分析 | ||
---|---|---|---|---|---|---|---|---|
点估计 | 下限 | 上限 | ||||||
马基雅维利 | 56 | 9240 | 0.39 | 0.35 | 0.44 | 15.49 | 0.000 | Q (55) = 675.71, p < 0. 001 |
精神病态 | 111 | 28945 | 0.38 | 0.37 | 0.39 | 97.92 | 0.000 | Q (110) = 1268.30, p < 0. 001 |
自恋 | 121 | 29118 | 0.28 | 0.25 | 0.31 | 20.03 | 0.000 | Q (120) = 1273.57, p < 0. 001 |
整体黑暗三联征 | 39 | 6801 | 0.37 | 0.34 | 0.41 | 19.74 | 0.000 | Q (38) = 198.13,p < 0. 001 |
表1 黑暗人格与攻击行为关系的元分析统计结果汇总
黑暗人格 | 独立ES 数量 | 被试 数量 | 效应值以及0.95置信区间 | Z值 | p | 同质性分析 | ||
---|---|---|---|---|---|---|---|---|
点估计 | 下限 | 上限 | ||||||
马基雅维利 | 56 | 9240 | 0.39 | 0.35 | 0.44 | 15.49 | 0.000 | Q (55) = 675.71, p < 0. 001 |
精神病态 | 111 | 28945 | 0.38 | 0.37 | 0.39 | 97.92 | 0.000 | Q (110) = 1268.30, p < 0. 001 |
自恋 | 121 | 29118 | 0.28 | 0.25 | 0.31 | 20.03 | 0.000 | Q (120) = 1273.57, p < 0. 001 |
整体黑暗三联征 | 39 | 6801 | 0.37 | 0.34 | 0.41 | 19.74 | 0.000 | Q (38) = 198.13,p < 0. 001 |
调节变量 | 同质性分析 | 类别 名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 上限 | 下限 | Z值 | ||||
马基雅维利主义的测量工具 | 11.08 | 3 | 0.011 | DD | 15 | 2800 | 0.40 | 0.34 | 0.46 | 11.28*** |
M others | 5 | 499 | 0.68 | 0.44 | 0.84 | 4.44*** | ||||
Mach | 25 | 3881 | 0.35 | 0.30 | 0.40 | 13.08*** | ||||
SD | 11 | 2060 | 0.32 | 0.27 | 0.36 | 12.41*** | ||||
攻击类型 | 3.31 | 1 | 0.069 | 间接攻击 | 2 | 913 | 0.47 | 0.37 | 0.56 | 8.19*** |
直接攻击 | 2 | 913 | 0.32 | 0.17 | 0.45 | 4.07*** | ||||
年龄 | 10.80 | 2 | 0.005 | 成年人 | 29 | 5726 | 0.35 | 0.31 | 0.38 | 18.10*** |
儿童 | 2 | 280 | 0.26 | 0.18 | 0.33 | 6.21*** | ||||
青年人 | 25 | 3234 | 0.46 | 0.37 | 0.54 | 8.69*** |
表2 相关因素对马基雅维利主义和攻击行为关系调节效应的分析
调节变量 | 同质性分析 | 类别 名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 上限 | 下限 | Z值 | ||||
马基雅维利主义的测量工具 | 11.08 | 3 | 0.011 | DD | 15 | 2800 | 0.40 | 0.34 | 0.46 | 11.28*** |
M others | 5 | 499 | 0.68 | 0.44 | 0.84 | 4.44*** | ||||
Mach | 25 | 3881 | 0.35 | 0.30 | 0.40 | 13.08*** | ||||
SD | 11 | 2060 | 0.32 | 0.27 | 0.36 | 12.41*** | ||||
攻击类型 | 3.31 | 1 | 0.069 | 间接攻击 | 2 | 913 | 0.47 | 0.37 | 0.56 | 8.19*** |
直接攻击 | 2 | 913 | 0.32 | 0.17 | 0.45 | 4.07*** | ||||
年龄 | 10.80 | 2 | 0.005 | 成年人 | 29 | 5726 | 0.35 | 0.31 | 0.38 | 18.10*** |
儿童 | 2 | 280 | 0.26 | 0.18 | 0.33 | 6.21*** | ||||
青年人 | 25 | 3234 | 0.46 | 0.37 | 0.54 | 8.69*** |
调节变量 | 同质性分析 | 类别 名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 下限 | 上限 | Z值 | ||||
出版类型 | 7.80 | 1 | 0.005 | 未正式出版 | 5 | 1499 | 0.46 | 0.43 | 0.50 | 21.79*** |
正式出版 | 106 | 27606 | 0.40 | 0.37 | 0.43 | 26.79*** | ||||
文化背景 | 49.91 | 2 | 0.000 | 北美 | 54 | 8812 | 0.42 | 0.38 | 0.46 | 18.37*** |
东南亚 | 2 | 1027 | 0.52 | 0.42 | 0.60 | 9.31*** | ||||
西非 | 2 | 267 | 0.16 | 0.07 | 0.24 | 3.66*** | ||||
性别 | 5.26 | 1 | 0.022 | 男生多 | 45 | 15458 | 0.37 | 0.32 | 0.41 | 14.07*** |
女生多 | 59 | 13166 | 0.43 | 0.40 | 0.46 | 23.95*** | ||||
精神病态的测量工具 | 5.08 | 1 | 0.024 | DD | 18 | 4499 | 0.39 | 0.33 | 0.45 | 12.01*** |
SD | 11 | 2060 | 0.48 | 0.43 | 0.52 | 16.03*** | ||||
攻击类型 | 3.43 | 1 | 0.064 | 身体攻击 | 16 | 4321 | 0.45 | 0.39 | 0.51 | 13.10*** |
语言攻击 | 13 | 3863 | 0.36 | 0.28 | 0.44 | 8.43*** |
表3 相关因素对精神病态和攻击行为关系调节效应的分析
调节变量 | 同质性分析 | 类别 名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 下限 | 上限 | Z值 | ||||
出版类型 | 7.80 | 1 | 0.005 | 未正式出版 | 5 | 1499 | 0.46 | 0.43 | 0.50 | 21.79*** |
正式出版 | 106 | 27606 | 0.40 | 0.37 | 0.43 | 26.79*** | ||||
文化背景 | 49.91 | 2 | 0.000 | 北美 | 54 | 8812 | 0.42 | 0.38 | 0.46 | 18.37*** |
东南亚 | 2 | 1027 | 0.52 | 0.42 | 0.60 | 9.31*** | ||||
西非 | 2 | 267 | 0.16 | 0.07 | 0.24 | 3.66*** | ||||
性别 | 5.26 | 1 | 0.022 | 男生多 | 45 | 15458 | 0.37 | 0.32 | 0.41 | 14.07*** |
女生多 | 59 | 13166 | 0.43 | 0.40 | 0.46 | 23.95*** | ||||
精神病态的测量工具 | 5.08 | 1 | 0.024 | DD | 18 | 4499 | 0.39 | 0.33 | 0.45 | 12.01*** |
SD | 11 | 2060 | 0.48 | 0.43 | 0.52 | 16.03*** | ||||
攻击类型 | 3.43 | 1 | 0.064 | 身体攻击 | 16 | 4321 | 0.45 | 0.39 | 0.51 | 13.10*** |
语言攻击 | 13 | 3863 | 0.36 | 0.28 | 0.44 | 8.43*** |
调节变量 | 同质性分析 | 类别 名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 下限 | 上限 | Z值 | ||||
测量方式 | 21.29 | 1 | 0.000 | 整体测量 | 28 | 5501 | 0.17 | 0.11 | 0.22 | 5.77*** |
分别测量 | 93 | 23617 | 0.31 | 0.28 | 0.34 | 20.43*** | ||||
文化背景 | 17.85 | 1 | 0.000 | 北美 | 58 | 7699 | 0.35 | 0.30 | 0.39 | 14.61*** |
东亚 | 31 | 6807 | 0.20 | 0.15 | 0.26 | 7.64*** | ||||
性别 | 14.15 | 1 | 0.000 | 男生多 | 37 | 14254 | 0.35 | 0.31 | 0.39 | 14.46*** |
女生多 | 80 | 14031 | 0.24 | 0.21 | 0.28 | 13.54*** | ||||
自恋的测量工具 | 58.05 | 3 | 0.000 | DD | 17 | 3441 | 0.17 | 0.09 | 0.25 | 4.09*** |
APSD | 16 | 10892 | 0.54 | 0.47 | 0.60 | 13.22*** | ||||
NPI | 45 | 6811 | 0.26 | 0.23 | 0.29 | 14.23*** | ||||
郑涌版本 | 7 | 2935 | 0.34 | 0.28 | 0.40 | 9.84*** | ||||
年龄 | 199.90 | 2 | 0.000 | 成年人 | 74 | 13578 | 0.25 | 0.22 | 0.28 | 15.24*** |
儿童 | 2 | 160 | 0.80 | 0.75 | 0.83 | 19.25*** | ||||
青年人 | 45 | 15380 | 0.30 | 0.26 | 0.34 | 13.49*** |
表4 相关因素对自恋和攻击行为关系调节效应的分析
调节变量 | 同质性分析 | 类别 名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 下限 | 上限 | Z值 | ||||
测量方式 | 21.29 | 1 | 0.000 | 整体测量 | 28 | 5501 | 0.17 | 0.11 | 0.22 | 5.77*** |
分别测量 | 93 | 23617 | 0.31 | 0.28 | 0.34 | 20.43*** | ||||
文化背景 | 17.85 | 1 | 0.000 | 北美 | 58 | 7699 | 0.35 | 0.30 | 0.39 | 14.61*** |
东亚 | 31 | 6807 | 0.20 | 0.15 | 0.26 | 7.64*** | ||||
性别 | 14.15 | 1 | 0.000 | 男生多 | 37 | 14254 | 0.35 | 0.31 | 0.39 | 14.46*** |
女生多 | 80 | 14031 | 0.24 | 0.21 | 0.28 | 13.54*** | ||||
自恋的测量工具 | 58.05 | 3 | 0.000 | DD | 17 | 3441 | 0.17 | 0.09 | 0.25 | 4.09*** |
APSD | 16 | 10892 | 0.54 | 0.47 | 0.60 | 13.22*** | ||||
NPI | 45 | 6811 | 0.26 | 0.23 | 0.29 | 14.23*** | ||||
郑涌版本 | 7 | 2935 | 0.34 | 0.28 | 0.40 | 9.84*** | ||||
年龄 | 199.90 | 2 | 0.000 | 成年人 | 74 | 13578 | 0.25 | 0.22 | 0.28 | 15.24*** |
儿童 | 2 | 160 | 0.80 | 0.75 | 0.83 | 19.25*** | ||||
青年人 | 45 | 15380 | 0.30 | 0.26 | 0.34 | 13.49*** |
调节变量 | 同质性分析 | 类别名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 下限 | 上限 | Z值 | ||||
测量方式 | 12.63 | 1 | 0.000 | 整体测量 | 26 | 4860 | 0.33 | 0.29 | 0.37 | 16.29*** |
分别测量 | 13 | 1941 | 0.44 | 0.39 | 0.49 | 15.47*** | ||||
文化背景 | 11.13 | 2 | 0.004 | 北美 | 19 | 2894 | 0.43 | 0.39 | 0.46 | 19.21*** |
东亚 | 4 | 1107 | 0.26 | 0.14 | 0.38 | 4.06*** | ||||
西欧 | 9 | 1511 | 0.34 | 0.28 | 0.40 | 10.54*** |
表5 相关因素对整体黑暗人格和攻击行为关系调节效应的分析
调节变量 | 同质性分析 | 类别名称 | 独立 ES数 | n | 效应值及0.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|---|---|
Q组间 | df | p | 点估计 | 下限 | 上限 | Z值 | ||||
测量方式 | 12.63 | 1 | 0.000 | 整体测量 | 26 | 4860 | 0.33 | 0.29 | 0.37 | 16.29*** |
分别测量 | 13 | 1941 | 0.44 | 0.39 | 0.49 | 15.47*** | ||||
文化背景 | 11.13 | 2 | 0.004 | 北美 | 19 | 2894 | 0.43 | 0.39 | 0.46 | 19.21*** |
东亚 | 4 | 1107 | 0.26 | 0.14 | 0.38 | 4.06*** | ||||
西欧 | 9 | 1511 | 0.34 | 0.28 | 0.40 | 10.54*** |
调节变量 | 同质性分析 | 成份 | 效应值及.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|
Q | df | p | 点估计 | 下限 | 上限 | Z值 | ||
自恋 | 4.22 | 1 | 0.040 | 斜率 | -0.01 | -0.02 | -0.00 | -2.05* |
截距 | 17.36 | 1.07 | 33.61 | 2.09* | ||||
整体黑暗人格 | 30.55 | 1 | 0.000 | 斜率 | -0.03 | -0.04 | -0.02 | -5.53*** |
截距 | 63.33 | 41.01 | 85.65 | 5.56*** |
表6 出版年代对黑暗人格与攻击行为关系的回归
调节变量 | 同质性分析 | 成份 | 效应值及.95的置信区间 | 双尾检验 | ||||
---|---|---|---|---|---|---|---|---|
Q | df | p | 点估计 | 下限 | 上限 | Z值 | ||
自恋 | 4.22 | 1 | 0.040 | 斜率 | -0.01 | -0.02 | -0.00 | -2.05* |
截距 | 17.36 | 1.07 | 33.61 | 2.09* | ||||
整体黑暗人格 | 30.55 | 1 | 0.000 | 斜率 | -0.03 | -0.04 | -0.02 | -5.53*** |
截距 | 63.33 | 41.01 | 85.65 | 5.56*** |
(*表示元分析纳入的文献) | |
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