心理学报 ›› 2022, Vol. 54 ›› Issue (12): 1503-1516.doi: 10.3724/SP.J.1041.2022.01503
收稿日期:
2021-09-26
出版日期:
2022-12-25
发布日期:
2022-09-23
通讯作者:
伍新春
E-mail:xcwu@bnu.edu.cn
基金资助:
WANG Wenchao1, YUAN Hao2,1, WU Xinchun1()
Received:
2021-09-26
Online:
2022-12-25
Published:
2022-09-23
Contact:
WU Xinchun
E-mail:xcwu@bnu.edu.cn
摘要:
为揭示灾后中小学生创伤后应激障碍(PTSD)和抑郁在症状层面的共存模式, 本研究分别在汶川地震和雅安地震1年后, 对灾区的中小学生进行问卷调查, 并基于高斯图形模型和贝叶斯爬山算法构建了二者的共存症状网络。结果发现, 在DSM-IV的框架下, PTSD和抑郁的重叠症状以及情绪麻木症状在二者的共存网络中起到了桥接作用; 子网络探测结果与DSM-IV划分的症状边界不同, PTSD中的闯入性症状和回避性症状是其区别于抑郁的特异性症状, 且多为闯入性症状激发回避性症状; 在二者的共存模式中, 多为抑郁症状激发PTSD症状。上述结果在汶川和雅安两个样本中均得到了交叉验证, 具有一定的可推广性。
中图分类号:
王文超, 原昊, 伍新春. (2022). 灾后中小学生创伤后应激障碍和抑郁症状的共存模式. 心理学报, 54(12), 1503-1516.
WANG Wenchao, YUAN Hao, WU Xinchun. (2022). Co-morbidity patterns of posttraumatic stress disorder and depressive symptoms: A network analysis of post-earthquake primary and secondary school students. Acta Psychologica Sinica, 54(12), 1503-1516.
变量 | 汶川 | 雅安 | ||
---|---|---|---|---|
频数 | 百分比 | 频数 | 百分比 | |
民族 | ||||
汉族 | 405 | 16.0% | 717 | 99.2% |
藏族 | 628 | 24.8% | 6 | 0.8% |
羌族 | 1434 | 56.7% | ||
彝族 | 2 | 0.1% | ||
其他 | 57 | 2.3% | ||
年级(T1) | ||||
四年级 | 451 | 17.8% | 130 | 18.0% |
五年级 | 505 | 20.0% | 150 | 20.7% |
六年级 | 450 | 17.8% | ||
初一 | 461 | 18.2% | 128 | 17.7% |
初二 | 431 | 17.0% | 174 | 24.1% |
高一 | 99 | 3.9% | 112 | 15.5% |
高二 | 127 | 5.0% | 29 | 4.0% |
创伤暴露 | ||||
被困 | 500 | 19.8% | 61 | 8.4% |
受伤 | 155 | 6.1% | 83 | 11.5% |
父/母死亡 | 76 | 3.0% | 2 | 0.3% |
老师死亡 | 105 | 4.2% | 2 | 0.3% |
同学死亡 | 327 | 12.9% | 82 | 11.3% |
亲戚/朋友死亡 | 906 | 35.8% | 79 | 10.9% |
房屋严重或完全损毁 | 1607 | 63.5% | 497 | 68.6% |
害怕受伤 | 1609 | 63.6% | 425 | 58.7% |
害怕死亡 | 1510 | 59.7% | 420 | 58.0% |
表1 两个样本的人口统计学信息和创伤暴露情况
变量 | 汶川 | 雅安 | ||
---|---|---|---|---|
频数 | 百分比 | 频数 | 百分比 | |
民族 | ||||
汉族 | 405 | 16.0% | 717 | 99.2% |
藏族 | 628 | 24.8% | 6 | 0.8% |
羌族 | 1434 | 56.7% | ||
彝族 | 2 | 0.1% | ||
其他 | 57 | 2.3% | ||
年级(T1) | ||||
四年级 | 451 | 17.8% | 130 | 18.0% |
五年级 | 505 | 20.0% | 150 | 20.7% |
六年级 | 450 | 17.8% | ||
初一 | 461 | 18.2% | 128 | 17.7% |
初二 | 431 | 17.0% | 174 | 24.1% |
高一 | 99 | 3.9% | 112 | 15.5% |
高二 | 127 | 5.0% | 29 | 4.0% |
创伤暴露 | ||||
被困 | 500 | 19.8% | 61 | 8.4% |
受伤 | 155 | 6.1% | 83 | 11.5% |
父/母死亡 | 76 | 3.0% | 2 | 0.3% |
老师死亡 | 105 | 4.2% | 2 | 0.3% |
同学死亡 | 327 | 12.9% | 82 | 11.3% |
亲戚/朋友死亡 | 906 | 35.8% | 79 | 10.9% |
房屋严重或完全损毁 | 1607 | 63.5% | 497 | 68.6% |
害怕受伤 | 1609 | 63.6% | 425 | 58.7% |
害怕死亡 | 1510 | 59.7% | 420 | 58.0% |
所属网络 | 汶川网络1 | 雅安网络1 | 汶川网络2 | 雅安网络2 |
---|---|---|---|---|
所有被估计的边 | ||||
整个网络 | 666 | 666 | 465 | 465 |
PTSD子网络 | 136 | 136 | 45 | 45 |
抑郁子网络 | 120 | 120 | 136 | 136 |
PTSD与抑郁的直连边 | 272 | 272 | 170 | 170 |
权重不为0的边 | ||||
整个网络 | 465 | 437 | 345 | 315 |
PTSD子网络 | 111 | 104 | 43 | 42 |
抑郁子网络 | 99 | 98 | 115 | 114 |
PTSD与抑郁的直连边 | 172 | 161 | 111 | 96 |
网络密度 | ||||
整个网络 | 0.70 | 0.66 | 0.74 | 0.68 |
PTSD子网络 | 0.82 | 0.76 | 0.96 | 0.93 |
抑郁子网络 | 0.83 | 0.82 | 0.85 | 0.84 |
PTSD与抑郁的直连边 | 0.63 | 0.59 | 0.65 | 0.56 |
网络强度 | ||||
整个网络 | 18.53 | 17.95 | 15.11 | 14.52 |
PTSD子网络 | 5.28 | 5.04 | 3.29 | 3.39 |
抑郁子网络 | 5.13 | 5.16 | 6.39 | 6.41 |
PTSD与抑郁的直连边 | 5.33 | 5.19 | 2.73 | 2.30 |
平均权重 | ||||
整个网络 | 0.04 | 0.04 | 0.04 | 0.05 |
PTSD子网络 | 0.05 | 0.05 | 0.08 | 0.08 |
抑郁子网络 | 0.05 | 0.05 | 0.06 | 0.06 |
PTSD与抑郁的直连边 | 0.03 | 0.03 | 0.02 | 0.02 |
表2 各网络的全局特性
所属网络 | 汶川网络1 | 雅安网络1 | 汶川网络2 | 雅安网络2 |
---|---|---|---|---|
所有被估计的边 | ||||
整个网络 | 666 | 666 | 465 | 465 |
PTSD子网络 | 136 | 136 | 45 | 45 |
抑郁子网络 | 120 | 120 | 136 | 136 |
PTSD与抑郁的直连边 | 272 | 272 | 170 | 170 |
权重不为0的边 | ||||
整个网络 | 465 | 437 | 345 | 315 |
PTSD子网络 | 111 | 104 | 43 | 42 |
抑郁子网络 | 99 | 98 | 115 | 114 |
PTSD与抑郁的直连边 | 172 | 161 | 111 | 96 |
网络密度 | ||||
整个网络 | 0.70 | 0.66 | 0.74 | 0.68 |
PTSD子网络 | 0.82 | 0.76 | 0.96 | 0.93 |
抑郁子网络 | 0.83 | 0.82 | 0.85 | 0.84 |
PTSD与抑郁的直连边 | 0.63 | 0.59 | 0.65 | 0.56 |
网络强度 | ||||
整个网络 | 18.53 | 17.95 | 15.11 | 14.52 |
PTSD子网络 | 5.28 | 5.04 | 3.29 | 3.39 |
抑郁子网络 | 5.13 | 5.16 | 6.39 | 6.41 |
PTSD与抑郁的直连边 | 5.33 | 5.19 | 2.73 | 2.30 |
平均权重 | ||||
整个网络 | 0.04 | 0.04 | 0.04 | 0.05 |
PTSD子网络 | 0.05 | 0.05 | 0.08 | 0.08 |
抑郁子网络 | 0.05 | 0.05 | 0.06 | 0.06 |
PTSD与抑郁的直连边 | 0.03 | 0.03 | 0.02 | 0.02 |
标签 | 缩写 | 题项 | 量表 |
---|---|---|---|
B1 | 噩梦 | 会做噩梦 | CPSS |
B2 | 想法侵入 | 和地震有关的令人难过的想法或画面, 会突然闯进我的脑海中 | CPSS |
B3 | 情感反应 | 当我想起或听别人说到地震的时候, 会感到难过 | CPSS |
B4 | 闪回 | 我的行为或情绪反应好像不断经历地震一样 | CPSS |
B5 | 生理反应 | 当我想起或听别人说到地震的时候, 会有一些身体上的反应 | CPSS |
C1 | 兴趣减退 | 对过去经常做的事明显失去兴趣 | CPSS |
C2 | 未来受限 | 感觉我未来的计划或希望不会实现 | CPSS |
C3 | 回避线索 | 试图躲避那些会让我想起地震的活动、人物或地点 | CPSS |
C4 | 情绪麻木 | 情绪麻木(比如, 哭不出来, 或高兴不起来) | CPSS |
C5 | 失忆 | 无法记起这次地震的一些重要经历 | CPSS |
C6 | 疏离 | 感觉与周围的人亲近不起来 | CPSS |
C7 | 回避想法 | 试图不去回忆、谈论或感受地震这件事 | CPSS |
D1 | 注意力问题_D | 很难集中注意力 | CPSS |
D2 | 睡眠问题_D | 很难入睡或容易惊醒 | CPSS |
D3 | 惊跳反应 | 感觉紧张或很容易受到惊吓 | CPSS |
D4 | 高警觉 | 过分警觉 | CPSS |
D5 | 烦躁易怒 | 感觉焦躁不安或容易发火 | CPSS |
A1 | 感到困扰 | 我为一些以前并没有困扰我的事而觉得困扰 | CES-DC |
A2 | 食欲不振 | 我不想吃东西, 也不怎么觉得饿 | CES-DC |
A3 | 外部支持无用 | 即使家人和朋友努力使我好受点, 我也无法快乐起来 | CES-DC |
A4 | 自我认可 | 我觉得我和其他孩子一样好 | CES-DC |
A5 | 注意力问题_A | 我觉得我无法集中精力做事 | CES-DC |
A6 | 情绪低落 | 我觉得情绪低落不开心 | CES-DC |
A7 | 精疲力竭 | 我觉得太累了, 不能做事情了 | CES-DC |
A8 | 乐观 | 我觉得有好事要发生 | CES-DC |
A9 | 挫败无用 | 我觉得自己以前做的事没有起作用 | CES-DC |
A10 | 恐惧 | 我觉得恐惧 | CES-DC |
A11 | 睡眠问题_A | 我睡得没有以前好 | CES-DC |
A12 | 开心 | 我觉得开心 | CES-DC |
A13 | 活力降低 | 我比以前安静多了 | CES-DC |
A14 | 孤独 | 我觉得孤独, 好像我没有任何朋友似的 | CES-DC |
A15 | 被排斥 | 我觉得我认识的小孩对我不友好, 他们不想和我在一起 | CES-DC |
A16 | 享受生活 | 我过得很好 | CES-DC |
A17 | 哭泣 | 我想哭 | CES-DC |
A18 | 悲伤 | 我觉得悲伤 | CES-DC |
A19 | 不被喜爱 | 我觉得人们不喜欢我 | CES-DC |
A20 | 难以开始 | 对我来说, 很难开始着手做一些事情 | CES-DC |
网络版附表1 各题项的基本信息
标签 | 缩写 | 题项 | 量表 |
---|---|---|---|
B1 | 噩梦 | 会做噩梦 | CPSS |
B2 | 想法侵入 | 和地震有关的令人难过的想法或画面, 会突然闯进我的脑海中 | CPSS |
B3 | 情感反应 | 当我想起或听别人说到地震的时候, 会感到难过 | CPSS |
B4 | 闪回 | 我的行为或情绪反应好像不断经历地震一样 | CPSS |
B5 | 生理反应 | 当我想起或听别人说到地震的时候, 会有一些身体上的反应 | CPSS |
C1 | 兴趣减退 | 对过去经常做的事明显失去兴趣 | CPSS |
C2 | 未来受限 | 感觉我未来的计划或希望不会实现 | CPSS |
C3 | 回避线索 | 试图躲避那些会让我想起地震的活动、人物或地点 | CPSS |
C4 | 情绪麻木 | 情绪麻木(比如, 哭不出来, 或高兴不起来) | CPSS |
C5 | 失忆 | 无法记起这次地震的一些重要经历 | CPSS |
C6 | 疏离 | 感觉与周围的人亲近不起来 | CPSS |
C7 | 回避想法 | 试图不去回忆、谈论或感受地震这件事 | CPSS |
D1 | 注意力问题_D | 很难集中注意力 | CPSS |
D2 | 睡眠问题_D | 很难入睡或容易惊醒 | CPSS |
D3 | 惊跳反应 | 感觉紧张或很容易受到惊吓 | CPSS |
D4 | 高警觉 | 过分警觉 | CPSS |
D5 | 烦躁易怒 | 感觉焦躁不安或容易发火 | CPSS |
A1 | 感到困扰 | 我为一些以前并没有困扰我的事而觉得困扰 | CES-DC |
A2 | 食欲不振 | 我不想吃东西, 也不怎么觉得饿 | CES-DC |
A3 | 外部支持无用 | 即使家人和朋友努力使我好受点, 我也无法快乐起来 | CES-DC |
A4 | 自我认可 | 我觉得我和其他孩子一样好 | CES-DC |
A5 | 注意力问题_A | 我觉得我无法集中精力做事 | CES-DC |
A6 | 情绪低落 | 我觉得情绪低落不开心 | CES-DC |
A7 | 精疲力竭 | 我觉得太累了, 不能做事情了 | CES-DC |
A8 | 乐观 | 我觉得有好事要发生 | CES-DC |
A9 | 挫败无用 | 我觉得自己以前做的事没有起作用 | CES-DC |
A10 | 恐惧 | 我觉得恐惧 | CES-DC |
A11 | 睡眠问题_A | 我睡得没有以前好 | CES-DC |
A12 | 开心 | 我觉得开心 | CES-DC |
A13 | 活力降低 | 我比以前安静多了 | CES-DC |
A14 | 孤独 | 我觉得孤独, 好像我没有任何朋友似的 | CES-DC |
A15 | 被排斥 | 我觉得我认识的小孩对我不友好, 他们不想和我在一起 | CES-DC |
A16 | 享受生活 | 我过得很好 | CES-DC |
A17 | 哭泣 | 我想哭 | CES-DC |
A18 | 悲伤 | 我觉得悲伤 | CES-DC |
A19 | 不被喜爱 | 我觉得人们不喜欢我 | CES-DC |
A20 | 难以开始 | 对我来说, 很难开始着手做一些事情 | CES-DC |
题项 | 汶川 | 雅安 | ||||||
---|---|---|---|---|---|---|---|---|
平均数 | 标准差 | 偏度 | 峰度 | 平均数 | 标准差 | 偏度 | 峰度 | |
B1 | 0.80 | 0.74 | 0.78 | 0.55 | 0.84 | 0.77 | 0.85 | 0.69 |
B2 | 0.98 | 0.85 | 0.61 | -0.22 | 0.80 | 0.81 | 0.93 | 0.49 |
B3 | 1.19 | 0.90 | 0.37 | -0.62 | 0.88 | 0.87 | 0.83 | 0.07 |
B4 | 0.82 | 0.83 | 0.83 | 0.10 | 0.71 | 0.79 | 0.90 | 0.16 |
B5 | 0.68 | 0.82 | 1.04 | 0.42 | 0.63 | 0.82 | 1.24 | 0.88 |
C1 | 0.84 | 0.67 | 0.68 | 1.17 | 0.86 | 0.73 | 0.73 | 0.68 |
C2 | 0.50 | 0.75 | 1.47 | 1.60 | 0.74 | 0.86 | 1.00 | 0.23 |
C3 | 0.79 | 0.83 | 0.85 | 0.08 | 0.66 | 0.83 | 1.09 | 0.37 |
C4 | 0.72 | 0.81 | 0.94 | 0.24 | 0.66 | 0.85 | 1.20 | 0.71 |
C5 | 0.70 | 0.89 | 1.16 | 0.44 | 0.68 | 0.87 | 1.17 | 0.53 |
C6 | 0.67 | 0.85 | 1.16 | 0.58 | 0.69 | 0.81 | 1.03 | 0.40 |
C7 | 0.86 | 0.86 | 0.80 | -0.01 | 0.80 | 0.95 | 1.03 | 0.05 |
D1 | 1.05 | 0.85 | 0.60 | -0.15 | 1.24 | 0.92 | 0.43 | -0.59 |
D2 | 0.80 | 0.82 | 0.83 | 0.09 | 0.79 | 0.85 | 0.92 | 0.23 |
D3 | 0.95 | 0.83 | 0.69 | 0.00 | 0.92 | 0.87 | 0.73 | -0.11 |
D4 | 0.78 | 0.85 | 0.89 | 0.09 | 0.87 | 0.91 | 0.83 | -0.17 |
D5 | 0.98 | 0.90 | 0.62 | -0.43 | 1.10 | 0.91 | 0.52 | -0.51 |
A1 | 0.77 | 0.70 | 0.68 | 0.44 | 0.82 | 0.75 | 0.66 | 0.12 |
A2 | 0.83 | 0.85 | 0.85 | 0.09 | 0.85 | 0.86 | 0.74 | -0.24 |
A3 | 0.53 | 0.76 | 1.44 | 1.60 | 0.47 | 0.72 | 1.60 | 2.25 |
A5 | 1.00 | 0.93 | 0.66 | -0.44 | 1.11 | 0.94 | 0.57 | -0.52 |
A6 | 0.90 | 0.85 | 0.71 | -0.13 | 0.92 | 0.87 | 0.77 | -0.02 |
A7 | 0.83 | 0.89 | 0.86 | -0.07 | 0.87 | 0.94 | 0.83 | -0.29 |
A9 | 0.74 | 0.83 | 0.96 | 0.28 | 0.85 | 0.89 | 0.87 | 0.02 |
A10 | 0.78 | 0.89 | 0.96 | 0.08 | 0.76 | 0.90 | 1.09 | 0.37 |
A11 | 0.95 | 0.97 | 0.69 | -0.59 | 0.91 | 1.04 | 0.82 | -0.63 |
A13 | 1.11 | 0.96 | 0.42 | -0.82 | 1.23 | 1.00 | 0.34 | -0.95 |
A14 | 0.76 | 0.94 | 1.05 | 0.08 | 0.76 | 0.96 | 1.07 | 0.06 |
A15 | 0.68 | 0.88 | 1.17 | 0.50 | 0.77 | 0.91 | 1.02 | 0.13 |
A17 | 0.92 | 0.94 | 0.79 | -0.30 | 0.88 | 0.94 | 0.88 | -0.16 |
A18 | 0.92 | 0.90 | 0.76 | -0.19 | 0.91 | 0.93 | 0.84 | -0.15 |
A19 | 0.71 | 0.88 | 1.13 | 0.43 | 0.81 | 0.91 | 1.03 | 0.27 |
A20 | 0.80 | 0.86 | 0.89 | 0.11 | 0.91` | 0.92 | 0.82 | -0.17 |
A4 | 1.51 | 1.09 | 0.02 | -1.29 | 1.59 | 1.07 | -0.08 | -1.24 |
A8 | 0.89 | 0.89 | 0.83 | -0.02 | 1.03 | 0.90 | 0.63 | -0.34 |
A12 | 1.46 | 0.98 | 0.06 | -1.01 | 1.61 | 0.99 | -0.11 | -1.02 |
A16 | 1.58 | 1.04 | -0.10 | -1.17 | 1.73 | 1.01 | -0.20 | -1.09 |
网络版附表2 各题项的描述性统计结果
题项 | 汶川 | 雅安 | ||||||
---|---|---|---|---|---|---|---|---|
平均数 | 标准差 | 偏度 | 峰度 | 平均数 | 标准差 | 偏度 | 峰度 | |
B1 | 0.80 | 0.74 | 0.78 | 0.55 | 0.84 | 0.77 | 0.85 | 0.69 |
B2 | 0.98 | 0.85 | 0.61 | -0.22 | 0.80 | 0.81 | 0.93 | 0.49 |
B3 | 1.19 | 0.90 | 0.37 | -0.62 | 0.88 | 0.87 | 0.83 | 0.07 |
B4 | 0.82 | 0.83 | 0.83 | 0.10 | 0.71 | 0.79 | 0.90 | 0.16 |
B5 | 0.68 | 0.82 | 1.04 | 0.42 | 0.63 | 0.82 | 1.24 | 0.88 |
C1 | 0.84 | 0.67 | 0.68 | 1.17 | 0.86 | 0.73 | 0.73 | 0.68 |
C2 | 0.50 | 0.75 | 1.47 | 1.60 | 0.74 | 0.86 | 1.00 | 0.23 |
C3 | 0.79 | 0.83 | 0.85 | 0.08 | 0.66 | 0.83 | 1.09 | 0.37 |
C4 | 0.72 | 0.81 | 0.94 | 0.24 | 0.66 | 0.85 | 1.20 | 0.71 |
C5 | 0.70 | 0.89 | 1.16 | 0.44 | 0.68 | 0.87 | 1.17 | 0.53 |
C6 | 0.67 | 0.85 | 1.16 | 0.58 | 0.69 | 0.81 | 1.03 | 0.40 |
C7 | 0.86 | 0.86 | 0.80 | -0.01 | 0.80 | 0.95 | 1.03 | 0.05 |
D1 | 1.05 | 0.85 | 0.60 | -0.15 | 1.24 | 0.92 | 0.43 | -0.59 |
D2 | 0.80 | 0.82 | 0.83 | 0.09 | 0.79 | 0.85 | 0.92 | 0.23 |
D3 | 0.95 | 0.83 | 0.69 | 0.00 | 0.92 | 0.87 | 0.73 | -0.11 |
D4 | 0.78 | 0.85 | 0.89 | 0.09 | 0.87 | 0.91 | 0.83 | -0.17 |
D5 | 0.98 | 0.90 | 0.62 | -0.43 | 1.10 | 0.91 | 0.52 | -0.51 |
A1 | 0.77 | 0.70 | 0.68 | 0.44 | 0.82 | 0.75 | 0.66 | 0.12 |
A2 | 0.83 | 0.85 | 0.85 | 0.09 | 0.85 | 0.86 | 0.74 | -0.24 |
A3 | 0.53 | 0.76 | 1.44 | 1.60 | 0.47 | 0.72 | 1.60 | 2.25 |
A5 | 1.00 | 0.93 | 0.66 | -0.44 | 1.11 | 0.94 | 0.57 | -0.52 |
A6 | 0.90 | 0.85 | 0.71 | -0.13 | 0.92 | 0.87 | 0.77 | -0.02 |
A7 | 0.83 | 0.89 | 0.86 | -0.07 | 0.87 | 0.94 | 0.83 | -0.29 |
A9 | 0.74 | 0.83 | 0.96 | 0.28 | 0.85 | 0.89 | 0.87 | 0.02 |
A10 | 0.78 | 0.89 | 0.96 | 0.08 | 0.76 | 0.90 | 1.09 | 0.37 |
A11 | 0.95 | 0.97 | 0.69 | -0.59 | 0.91 | 1.04 | 0.82 | -0.63 |
A13 | 1.11 | 0.96 | 0.42 | -0.82 | 1.23 | 1.00 | 0.34 | -0.95 |
A14 | 0.76 | 0.94 | 1.05 | 0.08 | 0.76 | 0.96 | 1.07 | 0.06 |
A15 | 0.68 | 0.88 | 1.17 | 0.50 | 0.77 | 0.91 | 1.02 | 0.13 |
A17 | 0.92 | 0.94 | 0.79 | -0.30 | 0.88 | 0.94 | 0.88 | -0.16 |
A18 | 0.92 | 0.90 | 0.76 | -0.19 | 0.91 | 0.93 | 0.84 | -0.15 |
A19 | 0.71 | 0.88 | 1.13 | 0.43 | 0.81 | 0.91 | 1.03 | 0.27 |
A20 | 0.80 | 0.86 | 0.89 | 0.11 | 0.91` | 0.92 | 0.82 | -0.17 |
A4 | 1.51 | 1.09 | 0.02 | -1.29 | 1.59 | 1.07 | -0.08 | -1.24 |
A8 | 0.89 | 0.89 | 0.83 | -0.02 | 1.03 | 0.90 | 0.63 | -0.34 |
A12 | 1.46 | 0.98 | 0.06 | -1.01 | 1.61 | 0.99 | -0.11 | -1.02 |
A16 | 1.58 | 1.04 | -0.10 | -1.17 | 1.73 | 1.01 | -0.20 | -1.09 |
网络 | PTSD子网络 | 抑郁子网络 | PTSD与抑郁的直连边 | |||
---|---|---|---|---|---|---|
边 | 权重[95% CI] | 边 | 权重[95% CI] | 边 | 权重[95% CI] | |
汶川网络1 | B1—D2 | 0.18[0.12~0.20] | A17—A18 | 0.46[0.40~0.47] | A5—D1 | 0.29[0.24~0.32] |
B3—B5 | 0.17[0.11~0.19] | A14—A15 | 0.26[0.19~0.27] | D2—A11 | 0.22[0.16~0.24] | |
B2—B3 | 0.17[0.14~0.21] | A15—A19 | 0.26[0.21~0.29] | C6—A14 | 0.14[0.10~0.17] | |
B2—B4 | 0.17[0.12~0.19] | A6—A7 | 0.14[0.09~0.17] | B1—A10 | 0.14[0.10~0.17] | |
B4—B5 | 0.16[0.12~0.20] | A14—A19 | 0.14[0.09~0.17] | C4—A3 | 0.13[0.08~0.16] | |
雅安网络1 | B1—D2 | 0.18[0.09~0.23] | A17—A18 | 0.46[0.37~0.49] | A5—D1 | 0.29[0.20~0.34] |
B3—B5 | 0.17[0.15~0.29] | A14—A15 | 0.26[0.21~0.36] | D2—A11 | 0.22[0.20~0.34] | |
B2—B3 | 0.17[0.06~0.20] | A15—A19 | 0.26[0.15~0.28] | C6—A14 | 0.14[0.05~0.19] | |
B2—B4 | 0.17[0.11~0.25] | A6—A7 | 0.14[0.08~0.22] | B1—A10 | 0.14[0.04~0.17] | |
B4—B5 | 0.16[0.05~0.19] | A14—A19 | 0.14[0.10~0.23] | C4—A3 | 0.13[0.07~0.21] | |
汶川网络2 | B2—B3 | 0.17[0.14~0.21] | A17—A18 | 0.46[0.41~0.48] | A10—A18 | 0.11[0.07~0.14] |
B3—B5 | 0.17[0.11~0.19] | A14—A15 | 0.26[0.19~0.28] | A10—A9 | 0.09[0.06~0.13] | |
B2—B4 | 0.17[0.12~0.19] | A15—A19 | 0.26[0.21~0.29] | B3—A18 | 0.07[0.04~0.11] | |
B1—A10 | 0.16[0.12~0.19] | A6—A7 | 0.16[0.11~0.19] | D4—A1 | 0.08[0.05~0.12] | |
B4—B5 | 0.16[0.12~0.20] | C6—A14 | 0.14[0.10~0.18] | C4—B4 | 0.07[0.04~0.11] | |
雅安网络2 | B3—B5 | 0.18[0.15~0.29] | A17—A18 | 0.46[0.37~0.49] | A10—A18 | 0.11[0.02~0.15] |
B2—B3 | 0.17[0.06~0.20] | A14—A15 | 0.26[0.21~0.36] | A10—A9 | 0.09[0.00~0.10] | |
B2—B4 | 0.17[0.11~0.26] | A15—A19 | 0.26[0.15~0.29] | B3—A18 | 0.07[0.00~0.08] | |
B1—A10 | 0.16[0.06~0.19] | A6—A7 | 0.18[0.10~0.25] | C5—C7 | 0.06[0.00~0.14] | |
B4—B5 | 0.16[0.05~0.19] | A1—A20 | 0.16[0.11~0.25] | C7—A3 | 0.06[0.00~0.10] |
网络版附表3 各网络中权重较大的边
网络 | PTSD子网络 | 抑郁子网络 | PTSD与抑郁的直连边 | |||
---|---|---|---|---|---|---|
边 | 权重[95% CI] | 边 | 权重[95% CI] | 边 | 权重[95% CI] | |
汶川网络1 | B1—D2 | 0.18[0.12~0.20] | A17—A18 | 0.46[0.40~0.47] | A5—D1 | 0.29[0.24~0.32] |
B3—B5 | 0.17[0.11~0.19] | A14—A15 | 0.26[0.19~0.27] | D2—A11 | 0.22[0.16~0.24] | |
B2—B3 | 0.17[0.14~0.21] | A15—A19 | 0.26[0.21~0.29] | C6—A14 | 0.14[0.10~0.17] | |
B2—B4 | 0.17[0.12~0.19] | A6—A7 | 0.14[0.09~0.17] | B1—A10 | 0.14[0.10~0.17] | |
B4—B5 | 0.16[0.12~0.20] | A14—A19 | 0.14[0.09~0.17] | C4—A3 | 0.13[0.08~0.16] | |
雅安网络1 | B1—D2 | 0.18[0.09~0.23] | A17—A18 | 0.46[0.37~0.49] | A5—D1 | 0.29[0.20~0.34] |
B3—B5 | 0.17[0.15~0.29] | A14—A15 | 0.26[0.21~0.36] | D2—A11 | 0.22[0.20~0.34] | |
B2—B3 | 0.17[0.06~0.20] | A15—A19 | 0.26[0.15~0.28] | C6—A14 | 0.14[0.05~0.19] | |
B2—B4 | 0.17[0.11~0.25] | A6—A7 | 0.14[0.08~0.22] | B1—A10 | 0.14[0.04~0.17] | |
B4—B5 | 0.16[0.05~0.19] | A14—A19 | 0.14[0.10~0.23] | C4—A3 | 0.13[0.07~0.21] | |
汶川网络2 | B2—B3 | 0.17[0.14~0.21] | A17—A18 | 0.46[0.41~0.48] | A10—A18 | 0.11[0.07~0.14] |
B3—B5 | 0.17[0.11~0.19] | A14—A15 | 0.26[0.19~0.28] | A10—A9 | 0.09[0.06~0.13] | |
B2—B4 | 0.17[0.12~0.19] | A15—A19 | 0.26[0.21~0.29] | B3—A18 | 0.07[0.04~0.11] | |
B1—A10 | 0.16[0.12~0.19] | A6—A7 | 0.16[0.11~0.19] | D4—A1 | 0.08[0.05~0.12] | |
B4—B5 | 0.16[0.12~0.20] | C6—A14 | 0.14[0.10~0.18] | C4—B4 | 0.07[0.04~0.11] | |
雅安网络2 | B3—B5 | 0.18[0.15~0.29] | A17—A18 | 0.46[0.37~0.49] | A10—A18 | 0.11[0.02~0.15] |
B2—B3 | 0.17[0.06~0.20] | A14—A15 | 0.26[0.21~0.36] | A10—A9 | 0.09[0.00~0.10] | |
B2—B4 | 0.17[0.11~0.26] | A15—A19 | 0.26[0.15~0.29] | B3—A18 | 0.07[0.00~0.08] | |
B1—A10 | 0.16[0.06~0.19] | A6—A7 | 0.18[0.10~0.25] | C5—C7 | 0.06[0.00~0.14] | |
B4—B5 | 0.16[0.05~0.19] | A1—A20 | 0.16[0.11~0.25] | C7—A3 | 0.06[0.00~0.10] |
项目 | 边/节点 | 显著次数 |
---|---|---|
边权重 | ||
B4—C3 | 3 | |
B1—C4 | 1 | |
B2—D1 | 1 | |
C7—D1 | 1 | |
D1—D2 | 1 | |
B5—D3 | 2 | |
D4—A1 | 1 | |
D5—A1 | 1 | |
B3—A2 | 5 | |
A1—A3 | 1 | |
D1—A10 | 1 | |
D2—A11 | 1 | |
C4—A13 | 2 | |
B2—A19 | 2 | |
D1—A4 | 1 | |
D3—A4 | 2 | |
A10—A8 | 1 | |
B4—A12 | 1 | |
C5—A16 | 1 | |
A13—A16 | 3 | |
A18—A16 | 1 | |
节点EI值 | ||
D1 | 3 | |
A8 | 3 | |
A12 | 2 | |
A16 | 1 |
网络版附表6 汶川样本随机抽样100次后网络比较的局部不变性显著情况
项目 | 边/节点 | 显著次数 |
---|---|---|
边权重 | ||
B4—C3 | 3 | |
B1—C4 | 1 | |
B2—D1 | 1 | |
C7—D1 | 1 | |
D1—D2 | 1 | |
B5—D3 | 2 | |
D4—A1 | 1 | |
D5—A1 | 1 | |
B3—A2 | 5 | |
A1—A3 | 1 | |
D1—A10 | 1 | |
D2—A11 | 1 | |
C4—A13 | 2 | |
B2—A19 | 2 | |
D1—A4 | 1 | |
D3—A4 | 2 | |
A10—A8 | 1 | |
B4—A12 | 1 | |
C5—A16 | 1 | |
A13—A16 | 3 | |
A18—A16 | 1 | |
节点EI值 | ||
D1 | 3 | |
A8 | 3 | |
A12 | 2 | |
A16 | 1 |
标签 | 缩写 | 汶川样本 | 雅安样本 |
---|---|---|---|
B1 | 噩梦 | 1 | 1 |
B2 | 想法侵入 | 1 | 1 |
B3 | 情感反应 | 1 | 1 |
B4 | 闪回 | 1 | 1 |
B5 | 生理反应 | 1 | 1 |
C2 | 未来受限 | 2 | 2 |
C3 | 回避线索 | 1 | 1 |
C4 | 情绪麻木 | 2 | 2 |
C5 | 失忆 | 2 | 2 |
C6 | 疏离 | 2 | 2 |
C7 | 回避想法 | 1 | 1 |
D3 | 惊跳反应 | 1 | 1 |
D4 | 高警觉 | 1 | 1 |
A1 | 感到困扰 | 2 | 2 |
A2 | 食欲不振 | 2 | 2 |
A3 | 外部支持无用 | 2 | 2 |
A6 | 情绪低落 | 2 | 2 |
A7 | 精疲力竭 | 2 | 2 |
A9 | 挫败无用 | 2 | 2 |
A10 | 恐惧 | 1 | 1 |
A13 | 活力降低 | 2 | 2 |
A14 | 孤独 | 2 | 2 |
A15 | 被排斥 | 2 | 2 |
A17 | 哭泣 | 2 | 2 |
A18 | 悲伤 | 2 | 2 |
A19 | 不被喜爱 | 2 | 2 |
A20 | 难以开始 | 2 | 2 |
A4 | 自我认可 | 3 | 3 |
A8 | 乐观 | 3 | 3 |
A12 | 开心 | 3 | 3 |
A16 | 享受生活 | 3 | 3 |
频次 | 564 | 938 |
网络版附表7 子网络探测结果
标签 | 缩写 | 汶川样本 | 雅安样本 |
---|---|---|---|
B1 | 噩梦 | 1 | 1 |
B2 | 想法侵入 | 1 | 1 |
B3 | 情感反应 | 1 | 1 |
B4 | 闪回 | 1 | 1 |
B5 | 生理反应 | 1 | 1 |
C2 | 未来受限 | 2 | 2 |
C3 | 回避线索 | 1 | 1 |
C4 | 情绪麻木 | 2 | 2 |
C5 | 失忆 | 2 | 2 |
C6 | 疏离 | 2 | 2 |
C7 | 回避想法 | 1 | 1 |
D3 | 惊跳反应 | 1 | 1 |
D4 | 高警觉 | 1 | 1 |
A1 | 感到困扰 | 2 | 2 |
A2 | 食欲不振 | 2 | 2 |
A3 | 外部支持无用 | 2 | 2 |
A6 | 情绪低落 | 2 | 2 |
A7 | 精疲力竭 | 2 | 2 |
A9 | 挫败无用 | 2 | 2 |
A10 | 恐惧 | 1 | 1 |
A13 | 活力降低 | 2 | 2 |
A14 | 孤独 | 2 | 2 |
A15 | 被排斥 | 2 | 2 |
A17 | 哭泣 | 2 | 2 |
A18 | 悲伤 | 2 | 2 |
A19 | 不被喜爱 | 2 | 2 |
A20 | 难以开始 | 2 | 2 |
A4 | 自我认可 | 3 | 3 |
A8 | 乐观 | 3 | 3 |
A12 | 开心 | 3 | 3 |
A16 | 享受生活 | 3 | 3 |
频次 | 564 | 938 |
[1] |
Abramson, L. Y., Metalsky, G. I., & Alloy, L. B. (1989). Hopelessness depression: A theory-based subtype of depression. Psychological Review, 96(2), 358-372.
doi: 10.1037/0033-295X.96.2.358 URL |
[2] |
Afzali, M. H., Sunderland, M., Teesson, M., Carragher, N., Mills, K., & Slade, T. (2017). A network approach to the comorbidity between posttraumatic stress disorder and major depressive disorder: The role of overlapping symptoms. Journal of Affective Disorders, 208, 490-496.
doi: S0165-0327(16)30967-3 pmid: 27810269 |
[3] | An, Y., Huang, J., Chen, Y., & Deng, Z. (2019). Longitudinal cross-lagged relationships between posttraumatic stress disorder and depression in adolescents following the Yancheng tornado in China. Psychological Trauma: Theory, Research, Practice, and Policy, 11(7), 760-766. |
[4] |
Arbisi, P. A., Kaler, M. E., Kehle-Forbes, S. M., Erbes, C. R., Polusny, M. A., & Thuras, P. (2012). The predictive validity of the PTSD Checklist in a nonclinical sample of combat-exposed National Guard troops. Psychological Assessment, 24(4), 1034-1040.
doi: 10.1037/a0028014 pmid: 22545697 |
[5] | Armour, C., & Shevlin, M. (2010). Testing the dimensionality of PTSD and the specificity of the dysphoria Factor. Journal of Loss & Trauma, 15(1), 11-27. |
[6] |
Benfer, N., Bardeen, J. R., Cero, I., Kramer, L. B., Whiteman, S. E., Rogers, T. A., ... Weathers, F. W. (2018). Network models of posttraumatic stress symptoms across trauma types. Journal of Anxiety Disorders, 58, 70-77.
doi: S0887-6185(18)30151-8 pmid: 30055470 |
[7] |
Borsboom, D. (2017). A network theory of mental disorders. World Psychiatry, 16(1), 5-13.
doi: 10.1002/wps.20375 URL |
[8] |
Borsboom, D., & Cramer, A. O. (2013). Network analysis: An integrative approach to the structure of psychopathology. Annual Review of Clinical Psychology, 9, 91-121.
doi: 10.1146/annurev-clinpsy-050212-185608 pmid: 23537483 |
[9] |
Brewin, C. R., Cloitre, M., Hyland, P., Shevlin, M., Maercker, A., Bryant, R. A., ... Reed, G. M. (2017). A review of current evidence regarding the ICD-11 proposals for diagnosing PTSD and complex PTSD. Clinical Psychology Review, 58, 1-15.
doi: S0272-7358(17)30146-0 pmid: 29029837 |
[10] |
Cai, Y. Q., Dong, S. Y., Yuan, S., & Hu, C. P. (2020). Network analysis and its applications in psychology. Advances in Psychological Science, 28(1), 178-190.
doi: 10.3724/SP.J.1042.2020.00178 URL |
[蔡玉清, 董书阳, 袁帅, 胡传鹏. (2020). 变量间的网络分析模型及其应用. 心理科学进展, 28(1), 178-195.] | |
[11] |
Cénat, J. M., & Derivois, D. (2015). Long-term outcomes among child and adolescent survivors of the 2010 Haitian earthquake. Depression and Anxiety, 32(1), 57-63.
doi: 10.1002/da.22275 pmid: 24890847 |
[12] |
Chen, C., Wang, L., Cao, C. Q., & Li, G. (2021). Psychopathological network theory, methods and challenges. Advances in Psychological Science, 29(10), 1724-1739.
doi: 10.3724/SP.J.1042.2021.01724 URL |
[陈琛, 王力, 曹成琦, 李根. (2021). 心理病理学网络理论、方法与挑战. 心理科学进展, 29(10), 1724-1739.] | |
[13] | Chen, X. C., Xu, J. J., Li, B., Li, N., Guo, W. J., Ran, M. S., ... Hu, J. M. (2017). The role of personality and subjective exposure experiences in posttraumatic stress disorder and depression symptoms among children following Wenchuan earthquake. Scientific Reports, 7(1), 17223. |
[14] |
Choi, K. W., Batchelder, A. W., Ehlinger, P. P., Safren, S. A., & O'Cleirigh, C. (2017). Applying network analysis to psychological comorbidity and health behavior: Depression, PTSD, and sexual risk in sexual minority men with trauma histories. Journal of Consulting and Clinical Psychology, 85(12), 1158-1170.
doi: 10.1037/ccp0000241 pmid: 29189032 |
[15] |
Costantini, G., Epskamp, S., Borsboom, D., Perugini, M., Mõttus, R., Waldorp, L. J., & Cramer, A. O. J. (2015). State of the aRT personality research: A tutorial on network analysis of personality data in R. Journal of Research in Personality, 54, 13-29.
doi: 10.1016/j.jrp.2014.07.003 URL |
[16] |
Cramer, A. O., Waldorp, L. J., van der Maas, H. L., & Borsboom, D. (2010). Comorbidity: A network perspective. Behavioral and Brain Sciences, 33(2-3), 137-193.
doi: 10.1017/S0140525X09991567 pmid: 20584369 |
[17] |
Curran, P. J., West, S. G., & Finch, J. F. (1996). The robustness of test statistics to nonnormality and specification error in confirmatory factor analysis. Psychological Methods, 1(1), 16-29.
doi: 10.1037/1082-989X.1.1.16 URL |
[18] |
Danaher, P., Wang, P., & Witten, D. M. (2014). The joint graphical lasso for inverse covariance estimation across multiple classes. Journal of the Royal Statistical Society: Series B (Statistical Methodology), 76(2), 373-397.
doi: 10.1111/rssb.12033 URL |
[19] |
de Haan, A., Landolt, M. A., Fried, E. I., Kleinke, K., Alisic, E., Bryant, R., ... Meiser-Stedman, R. (2020). Dysfunctional posttraumatic cognitions, posttraumatic stress and depression in children and adolescents exposed to trauma: A network analysis. Journal of Child Psychology and Psychiatry, 61(1), 77-87.
doi: 10.1111/jcpp.13101 URL |
[20] |
Duek, O., Spiller, T. R., Pietrzak, R. H., Fried, E. I., & Harpaz- Rotem, I. (2021). Network analysis of PTSD and depressive symptoms in 158, 139 treatment-seeking veterans with PTSD. Depress and Anxiety, 38(5), 554-562.
doi: 10.1002/da.23112 URL |
[21] | Ehlers, A., & Clark, D. M. (2000). A cognitive model of posttraumatic stress disorder. Psychiatria Hungarica, 38(4), 319-345. |
[22] |
Ehlers, A., & Clark, D. M. (2008). Post-traumatic stress disorder: The development of effective psychological treatments. Nordic Journal of Psychiatry, 62, 11-18.
doi: 10.1080/08039480802315608 URL |
[23] |
Eksi, A., Braun, K. L., Ertem-Vehid, H., Peykerli, G., Saydam, R., Toparlak, D., & Alyanak, B. (2007). Risk factors for the development of PTSD and depression among child and adolescent victims following a 7.4 magnitude earthquake. International Journal of Psychiatry in Clinical Practice, 11(3), 190-199.
doi: 10.1080/13651500601017548 pmid: 24941357 |
[24] | Elhai, J. D., Grubaugh, A. L., Kashdan, T. B., & Frueh, B. C. (2008). Empirical examination of a proposed refinement to DSM-IV posttraumatic stress disorder symptom criteria using the National Comorbidity Survey Replication data. Journal of Clinical Psychiatry, 69(4), 597-602. |
[25] | Epskamp, S., Cramer, A. O. J., Waldorp, L. J., Schmittmann, V. D., & Borsboom, D. (2012). qgraph: Network visualizations of relationships in psychometric data. Journal of Statistical Software, 48(4), 1-18. |
[26] |
Epskamp, S., & Fried, E. I. (2018). A tutorial on regularized partial correlation networks. Psychological methods, 23(4), 617-634.
doi: 10.1037/met0000167 pmid: 29595293 |
[27] |
Fan, F., Zhang, Y., Yang, Y., Mo, L., & Liu, X. (2011). Symptoms of posttraumatic stress disorder, depression, and anxiety among adolescents following the 2008 Wenchuan earthquake in China. Journal of Traumatic Stress, 24(1), 44-53.
doi: 10.1002/jts.20599 pmid: 21351164 |
[28] |
Fendrich, M., Weissman, M. M., & Warner, V. (1990). Screening for depressive disorder in children and adolescents: Validating the center for epidemiologic studies depression scale for children. American Journal of Epidemiology, 131(3), 538-551.
pmid: 2301363 |
[29] |
Flory, J. D., & Yehuda, R. (2015). Comorbidity between post- traumatic stress disorder and major depressive disorder: Alternative explanations and treatment considerations. Dialogues in Clinical Neuroscience, 17(2), 141-150.
doi: 10.31887/DCNS.2015.17.2/jflory URL |
[30] |
Foa, E. B., Johnson, K. M., Feeny, N. C., & Treadwell, K. R. H. (2001). The child PTSD symptom scale: A Preliminary examination of its psychometric properties. Journal of Clinical Child Psychology, 30(3), 376-384.
pmid: 11501254 |
[31] | Foa, E. B., Stein, D. J., & McFarlane, A. C. (2006). Symptomatology and psychopathology of mental health problems after disaster. Journal of Clinical Psychiatry, 67, 15-25. |
[32] |
Fried, E. I., Eidhof, M. B., Palic, S., Costantini, G., Huisman- van Dijk, H. M., Bockting, C. L. H., ... Karstoft, K. I. (2018). Replicability and generalizability of posttraumatic stress disorder (PTSD) networks: A cross-cultural multisite study of PTSD symptoms in four trauma patient samples. Clinical Psychological Science, 6(3), 335-351.
doi: 10.1177/2167702617745092 pmid: 29881651 |
[33] |
Fruchterman, T. M. J., & Reingold, E. M. (1991). Graph drawing by force-directed placement. Software: Practice and Experience, 21(11), 1129-1164.
doi: 10.1002/spe.4380211102 URL |
[34] | Garabiles, M. R., Lao, C. K., Wang, S., & Hall, B. J. (2020). The network structure of posttraumatic stress disorder among filipina migrant domestic workers: Comorbidity with depression. European Journal of Psychotraumatology, 11(1), 1765544. |
[35] | Geng, F. L., Liang, Y. X., Li, Y. Y., Fang, Y., Pham, T. S., Liu, X. C., & Fan, F. (2019). Bidirectional associations between insomnia, posttraumatic stress disorder, and depressive symptoms among adolescent earthquake survivors: A longitudinal multiwave cohort study. Sleep, 42(11), zsz162. |
[36] |
Gilbar, O. (2020). Examining the boundaries between ICD-11 PTSD/CPTSD and depression and anxiety symptoms: A network analysis perspective. Journal of Affective Disorders, 262, 429-439.
doi: S0165-0327(19)30733-5 pmid: 31744734 |
[37] |
Gootzeit, J., & Markon, K. (2011). Factors of PTSD: Differential specificity and external correlates. Clinical Psychology Review, 31(6), 993-1003.
doi: 10.1016/j.cpr.2011.06.005 pmid: 21741913 |
[38] |
Gotlib, I. H., Lewinsohn, P. M., & Seeley, J. R. (1995). Symptoms versus a diagnosis of depression: Differences in psychosocial functioning. Journal of Consulting and Clinical Psychology, 63(1), 90-100.
pmid: 7896995 |
[39] |
Gros, D. F., Simms, L. J., & Acierno, R. (2010). Specificity of Posttraumatic Stress Disorder symptoms: An investigation of comorbidity between Posttraumatic Stress Disorder symptoms and depression in treatment-seeking veterans. Journal of Nervous and Mental Disease, 198(12), 885-890.
doi: 10.1097/NMD.0b013e3181fe7410 pmid: 21135640 |
[40] |
Grubaugh, A. L., Long, M. E., Elhai, J. D., Frueh, B. C., & Magruder, K. M. (2010). An examination of the construct validity of posttraumatic stress disorder with veterans using a revised criterion set. Behaviour Research and Therapy, 48(9), 909-914.
doi: 10.1016/j.brat.2010.05.019 pmid: 20541179 |
[41] |
Heeren, A., Bernstein, E. E., & McNally, R. J. (2018). Deconstructing trait anxiety: A network perspective. Anxiety Stress and Coping, 31(3), 262-276.
doi: 10.1080/10615806.2018.1439263 URL |
[42] | Horowitz, M. J. (1976). Stress response syndromes. New York: Aronson. |
[43] |
Janoff-Bulman, R. (1989). Assumptive worlds and the stress of traumatic events: Applications of the schema construct. Social Cognition, 7(2), 113-1136.
doi: 10.1521/soco.1989.7.2.113 URL |
[44] |
Jones, P. J., Ma, R., & McNally, R. J. (2019). Bridge centrality: A network approach to understanding comorbidity. Multivariate Behavioral Research, 56(2), 353-367.
doi: 10.1080/00273171.2019.1614898 URL |
[45] |
Krueger, R. F. (1999). The structure of common mental disorders. Archives of General Psychiatry, 56(10), 921-926.
pmid: 10530634 |
[46] |
Lazarov, A., Suarez-Jimenez, B., Levi, O., Coppersmith, D. D. L., Lubin, G., Pine, D. S., ... Neria, Y. (2020). Symptom structure of PTSD and co-morbid depressive symptoms - A network analysis of combat veteran patients. Psychological Medicine, 50(13), 2154-2170.
doi: 10.1017/S0033291719002034 URL |
[47] |
Levinson, C. A., Brosof, L. C., Vanzhula, I., Christian, C., Jones, P., Rodebaugh, T. L., ... Fernandez, K. C. (2018). Social anxiety and eating disorder comorbidity and underlying vulnerabilities: Using network analysis to conceptualize comorbidity. International Journal of Eating Disorders, 51(7), 693-709.
doi: 10.1002/eat.22890 URL |
[48] |
McNally, R. J., Mair, P., Mugno, B. L., & Riemann, B. C. (2017). Co-morbid obsessive-compulsive disorder and depression: A Bayesian network approach. Psychological Medicine, 47(7), 1204-1214.
doi: 10.1017/S0033291716003287 pmid: 28052778 |
[49] |
Meis, L. A., Erbes, C. R., Kaler, M. E., Arbisi, P. A., & Polusny, M. A. (2011). The structure of PTSD among two cohorts of returning soldiers: Before, during, and following deployment to Iraq. Journal of Abnormal Psychology, 120(4), 807-818.
doi: 10.1037/a0023976 pmid: 21668079 |
[50] |
Mitchell, K. S., Wolf, E. J., Bovin, M. J., Lee, L. O., Green, J. D., Rosen, R. C., ... Marx, B. P.(2017). Network models of DSM-5 posttraumatic stress disorder: Implications for ICD- 11. Journal of Abnormal Psychology, 126(3), 355-366.
doi: 10.1037/abn0000252 pmid: 28191985 |
[51] |
Podsakoff, P. M., MacKenzie, S. B., Lee, J. Y., & Podsakoff, N. P. (2003). Common method biases in behavioral research: A critical review of the literature and recommended remedies. Journal of Applied Psychology, 88(5), 879-903.
doi: 10.1037/0021-9010.88.5.879 pmid: 14516251 |
[52] |
Price, M., Legrand, A. C., Brier, Z. M. F., & Hébert-Dufresne, L. (2019). The symptoms at the center: Examining the comorbidity of posttraumatic stress disorder, generalized anxiety disorder, and depression with network analysis. Journal of Psychiatric Research, 109, 52-58.
doi: S0022-3956(18)30708-8 pmid: 30502492 |
[53] | Reichardt, J., & Bornholdt, S. (2006). Statistical mechanics of community detection. Physical Review E, 74(1), 016110. |
[54] |
Robinaugh, D. J., Millner, A. J., & McNally, R. J. (2016). Identifying highly influential nodes in the complicated grief network. Journal of Abnormal Psychology, 125(6), 747-757.
doi: 10.1037/abn0000181 pmid: 27505622 |
[55] | Scutari, M. (2010). Learning Bayesian Networks with the bnlearn R Package. Journal of Statistical Software, 35(3), 1-22. |
[56] |
Scutari, M., & Nagarajan, R. (2013). Identifying significant edges in graphical models of molecular networks. Artificial Intelligence in Medicine, 57(3), 207-217.
doi: 10.1016/j.artmed.2012.12.006 pmid: 23395009 |
[57] |
Simms, L. J., Watson, D., & Doebbeling, B. N. (2002). Confirmatory factor analyses of posttraumatic stress symptoms in deployed and nondeployed veterans of the Gulf War. Journal of Abnormal Psychology, 111(4), 637-647.
pmid: 12428777 |
[58] |
Spitzer, R. L., First, M. B., & Wakefield, J. C. (2007). Saving PTSD from itself in DSM-V. Journal of Anxiety Disorders, 21(2), 233-241.
pmid: 17141468 |
[59] |
Tang, W. J., Lu, Y., & Xu, J. P. (2018). Post-traumatic stress disorder, anxiety and depression symptoms among adolescent earthquake victims: Comorbidity and associated sleep-disturbing factors. Social Psychiatry and Psychiatric Epidemiology, 53(11), 1241-1251.
doi: 10.1007/s00127-018-1576-0 pmid: 30109368 |
[60] | van Borkulo, C. D., van Bork, R., Boschloo, L., Kossakowski, J., Tio, P., L., Schoevers, R. A., … Waldorp, L. J. (2022). Comparing network structures on three aspects: A permutation test. Psychological Methods. Advance online publication. https://doi.org/10.1037/met0000476 |
[61] |
Wang, Y., Shi, H. S., Liu, W. H., Zheng, H., Wong, K. K., Cheung, E. F. C., & Chan, R. C. K. (2020). Applying network analysis to investigate the links between dimensional schizotypy and cognitive and affective empathy. Journal of Affective Disorders, 277, 313-321.
doi: S0165-0327(20)32626-4 pmid: 32858312 |
[62] |
Yarkoni, T., & Westfall, J. (2017). Choosing prediction over explanation in psychology: Lessons from machine learning. Perspectives on Psychological Science, 12(6), 1100-1122.
doi: 10.1177/1745691617693393 pmid: 28841086 |
[63] | Ying, L. H., Wu, X. C., Lin, C. D., & Chen, C. S. (2013). Prevalence and predictors of posttraumatic stress disorder and depressive symptoms among child survivors 1 year following the Wenchuan earthquake in China. European Child & Adolescent Psychiatry, 22(9), 567-575. |
[64] |
Zhen, R., Zhou, X., & Wu, X. C. (2019). Patterns of posttraumatic stress disorder and depression among adolescents following an earthquake: A latent profile analysis. Child Indicators Research, 12(6), 2173-2187.
doi: 10.1007/s12187-019-09634-6 |
[65] |
Zhou, X., & Wu, X. C. (2019). Temporal transitions in patterns of posttraumatic stress disorder and depression among adolescents following the Wenchuan earthquake. Child Psychiatry and Human Development, 50(3), 494-504.
doi: 10.1007/s10578-018-0859-8 pmid: 30600421 |
[1] | 李彧, 位东涛, 邱江. 抑郁症的人格类型及其脑功能连接基础[J]. 心理学报, 2023, 55(5): 740-751. |
[2] | 徐健捷, 张一一, 林德堃, 车俐颖, 宋漫漫, 韩卓. 亲子依恋与儿童抑郁症状的关系:儿童对环境的生物敏感性的作用及父母差异[J]. 心理学报, 2023, 55(3): 469-480. |
[3] | 张云运, 张其文, 张李斌, 任萍, 秦幸娜, 常睿生. 青少年友谊网络与受欺凌的共同变化关系:一项纵向社会网络分析研究[J]. 心理学报, 2022, 54(9): 1048-1058. |
[4] | 谢敏, 李峰, 罗玉晗, 柯李, 王侠, 王耘. 小学教师职业倦怠维度发展顺序探究——来自结构方程模型和交叉滞后网络分析模型的证据[J]. 心理学报, 2022, 54(4): 371-384. |
[5] | 梁一鸣, 杨璐溪, 席居哲, 刘正奎. 睡眠问题在创伤后应激障碍各症状间的独特作用:基于交叉滞后网络分析模型[J]. 心理学报, 2022, 54(10): 1206-1215. |
[6] | 张妮, 刘文, 刘方, 郭鑫. 8~12岁儿童抑郁与认知重评的关系:悲伤面孔注意偏向的中介作用[J]. 心理学报, 2022, 54(1): 25-39. |
[7] | 莫李澄, 郭田友, 张岳瑶, 徐锋, 张丹丹. 激活右腹外侧前额叶提高抑郁症患者对社会疼痛的情绪调节能力:一项TMS研究[J]. 心理学报, 2021, 53(5): 494-504. |
[8] | 黄垣成, 赵清玲, 李彩娜. 青少年早期抑郁和自伤的联合发展轨迹:人际因素的作用[J]. 心理学报, 2021, 53(5): 515-526. |
[9] | 侯娟, 朱英格, 方晓义. 手机成瘾与抑郁:社交焦虑和负性情绪信息注意偏向的多重中介作用[J]. 心理学报, 2021, 53(4): 362-373. |
[10] | 陈玉明, 李思瑾, 郭田友, 谢慧, 徐锋, 张丹丹. 背外侧前额叶对主动遗忘负性社会反馈的作用:针对抑郁症的TMS研究[J]. 心理学报, 2021, 53(10): 1094-1104. |
[11] | 李世峰, 吴艺玲, 张福民, 许琼英, 周爱保. 自我肯定缓冲新冠疫情引发的焦虑反应:一项随机对照研究[J]. 心理学报, 2020, 52(7): 886-894. |
[12] | 张丹丹, 王驹, 赵君, 陈淑美, 黄琰淋, 高秋凤. 抑郁倾向对合作的影响:双人同步近红外脑成像研究[J]. 心理学报, 2020, 52(5): 609-622. |
[13] | 田相娟, 曹衍淼, 张文新. 母亲消极教养、同伴侵害与FKBP5基因对青少年抑郁的影响[J]. 心理学报, 2020, 52(12): 1407-1420. |
[14] | 梁一鸣, 郑昊, 刘正奎. 震后儿童创伤后应激障碍的症状网络演化[J]. 心理学报, 2020, 52(11): 1301-1312. |
[15] | 王美萍, 郑晓洁, 夏桂芝, 刘迪迪, 陈翩, 张文新. 负性生活事件与青少年早期抑郁的关系:COMT基因Val158Met多态性与父母教养行为的调节作用[J]. 心理学报, 2019, 51(8): 903-913. |
阅读次数 | ||||||
全文 |
|
|||||
摘要 |
|
|||||