Studies of Psychology and Behavior ›› 2023, Vol. 21 ›› Issue (4): 564-572.DOI: 10.12139/j.1672-0628.2023.04.018
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Yang YANG1,2, Yanan YANG1,2, Shaojie QIU1,2, Yingna LI1,2, Yu LIU1,2, Xuji JIA1,2,3, Lin LIN1,2,3,*()
Received:
2021-08-26
Online:
2023-07-20
Published:
2023-07-20
Contact:
Lin LIN
杨洋1,2, 杨亚楠1,2, 邱少劼1,2, 李莹娜1,2, 刘羽1,2, 贾绪计1,2,3, 林琳1,2,3,*()
通讯作者:
林琳
基金资助:
CLC Number:
Yang YANG, Yanan YANG, Shaojie QIU, Yingna LI, Yu LIU, Xuji JIA, Lin LIN. Trait Impulsivity and Its Relationship with Suicide Risk: Based on Latent Profile Analysis[J]. Studies of Psychology and Behavior, 2023, 21(4): 564-572.
杨洋, 杨亚楠, 邱少劼, 李莹娜, 刘羽, 贾绪计, 林琳. 冲动性的潜类别及其与自杀风险的关系:基于个体中心的潜在剖面分析[J]. 心理与行为研究, 2023, 21(4): 564-572.
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URL: https://psybeh.tjnu.edu.cn/EN/10.12139/j.1672-0628.2023.04.018
变量 | n | 占比 (%) | 变量 | n | 占比 (%) |
性别 | 家庭所在地 | ||||
男 | 150 | 17.50 | 城镇 | 595 | 69.43 |
女 | 707 | 82.50 | 乡村 | 262 | 30.57 |
家庭成员自杀史 | 家庭月收入(元) | ||||
有 | 26 | 3.03 | <2999 | 1 | 0.12 |
无 | 831 | 96.97 | 3000~5999 | 79 | 9.22 |
朋友或同学自杀史 | 6000~8999 | 597 | 69.66 | ||
有 | 102 | 11.90 | 9000~11999 | 163 | 19.02 |
无 | 755 | 88.10 | 12000~14999 | 17 | 1.98 |
>15000 | N/A |
变量 | n | 占比 (%) | 变量 | n | 占比 (%) |
性别 | 家庭所在地 | ||||
男 | 150 | 17.50 | 城镇 | 595 | 69.43 |
女 | 707 | 82.50 | 乡村 | 262 | 30.57 |
家庭成员自杀史 | 家庭月收入(元) | ||||
有 | 26 | 3.03 | <2999 | 1 | 0.12 |
无 | 831 | 96.97 | 3000~5999 | 79 | 9.22 |
朋友或同学自杀史 | 6000~8999 | 597 | 69.66 | ||
有 | 102 | 11.90 | 9000~11999 | 163 | 19.02 |
无 | 755 | 88.10 | 12000~14999 | 17 | 1.98 |
>15000 | N/A |
缺乏预先考虑 | 急迫性 | 快感寻求 | 缺乏毅力 | 自杀风险 | 自杀意念 | ||||||||||||
M±SD | t | M±SD | t | M±SD | t | M±SD | t | M±SD | t | M±SD | t | ||||||
性别 | |||||||||||||||||
男(n=150) | 20.67±5.34 | −3.98*** | 29.76±7.11 | 1.32 | 30.50±7.22 | 3.64*** | 21.08±3.75 | −1.87 | 5.49±7.44 | 0.33 | 0.72±1.49 | 0.03 | |||||
女(n=707) | 22.54±4.72 | 28.95±5.81 | 28.35±6.40 | 21.70±3.49 | 5.27±7.13 | 0.72±1.33 | |||||||||||
家庭成员自杀史 | |||||||||||||||||
有(n=26) | 20.46±5.80 | −1.86 | 30.65±6.97 | 1.33 | 30.58±7.49 | 1.45 | 20.91±2.81 | −1.00 | 11.05±8.78 | 3.40** | 1.54±1.90 | 2.24* | |||||
无(n=831) | 22.27±4.84 | 29.04±6.03 | 28.67±6.57 | 21.61±3.56 | 5.14±7.06 | 0.70±1.33 | |||||||||||
朋友或同学自杀史 | |||||||||||||||||
有(n=102) | 22.81±4.47 | 1.42 | 30.41±5.29 | 2.35* | 29.36±6.03 | 1.03 | 22.55±3.13 | 2.93** | 8.08±9.19 | 3.33** | 1.44±1.83 | 4.36*** | |||||
无(n=755) | 22.13±4.93 | 28.91±6.14 | 28.64±6.67 | 21.46±3.58 | 4.94±6.79 | 0.63±1.25 | |||||||||||
家庭所在地 | |||||||||||||||||
城镇 (n=595) | 22.04±4.93 | −1.55 | 29.24±6.17 | 1.04 | 29.12±7.09 | −2.96** | 21.37±3.55 | −2.78** | 5.32±7.22 | −0.07 | 0.76±1.38 | 1.29 | |||||
乡村 (n=262) | 22.60±4.75 | 28.77±5.82 | 27.84±5.23 | 22.10±3.47 | 5.32±7.12 | 0.63±1.31 |
缺乏预先考虑 | 急迫性 | 快感寻求 | 缺乏毅力 | 自杀风险 | 自杀意念 | ||||||||||||
M±SD | t | M±SD | t | M±SD | t | M±SD | t | M±SD | t | M±SD | t | ||||||
性别 | |||||||||||||||||
男(n=150) | 20.67±5.34 | −3.98*** | 29.76±7.11 | 1.32 | 30.50±7.22 | 3.64*** | 21.08±3.75 | −1.87 | 5.49±7.44 | 0.33 | 0.72±1.49 | 0.03 | |||||
女(n=707) | 22.54±4.72 | 28.95±5.81 | 28.35±6.40 | 21.70±3.49 | 5.27±7.13 | 0.72±1.33 | |||||||||||
家庭成员自杀史 | |||||||||||||||||
有(n=26) | 20.46±5.80 | −1.86 | 30.65±6.97 | 1.33 | 30.58±7.49 | 1.45 | 20.91±2.81 | −1.00 | 11.05±8.78 | 3.40** | 1.54±1.90 | 2.24* | |||||
无(n=831) | 22.27±4.84 | 29.04±6.03 | 28.67±6.57 | 21.61±3.56 | 5.14±7.06 | 0.70±1.33 | |||||||||||
朋友或同学自杀史 | |||||||||||||||||
有(n=102) | 22.81±4.47 | 1.42 | 30.41±5.29 | 2.35* | 29.36±6.03 | 1.03 | 22.55±3.13 | 2.93** | 8.08±9.19 | 3.33** | 1.44±1.83 | 4.36*** | |||||
无(n=755) | 22.13±4.93 | 28.91±6.14 | 28.64±6.67 | 21.46±3.58 | 4.94±6.79 | 0.63±1.25 | |||||||||||
家庭所在地 | |||||||||||||||||
城镇 (n=595) | 22.04±4.93 | −1.55 | 29.24±6.17 | 1.04 | 29.12±7.09 | −2.96** | 21.37±3.55 | −2.78** | 5.32±7.22 | −0.07 | 0.76±1.38 | 1.29 | |||||
乡村 (n=262) | 22.60±4.75 | 28.77±5.82 | 27.84±5.23 | 22.10±3.47 | 5.32±7.12 | 0.63±1.31 |
变量 | M±SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
1.冲动性总分 | 101.63±11.52 | |||||||
2.缺乏预先考虑 | 22.21±2.27 | 0.42*** | ||||||
3.急迫性 | 29.09±2.93 | 0.70*** | −0.06 | |||||
4.快感寻求 | 28.73±3.54 | 0.57*** | −0.17*** | 0.28*** | ||||
5.缺乏毅力 | 21.59±1.83 | 0.41*** | 0.40*** | 0.13*** | −0.24*** | |||
6.自杀意念 | 0.72±0.72 | 0.21*** | 0.05 | 0.16*** | 0.05 | 0.23*** | ||
7.自杀风险 | 5.32±4.74 | 0.23*** | 0.03 | 0.22*** | 0.11** | 0.15*** | 0.60*** | |
8.年龄 | 18.53±0.82 | 0.07* | −0.07 | 0.05 | 0.05 | 0.06 | 0.13*** | 0.09** |
变量 | M±SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
1.冲动性总分 | 101.63±11.52 | |||||||
2.缺乏预先考虑 | 22.21±2.27 | 0.42*** | ||||||
3.急迫性 | 29.09±2.93 | 0.70*** | −0.06 | |||||
4.快感寻求 | 28.73±3.54 | 0.57*** | −0.17*** | 0.28*** | ||||
5.缺乏毅力 | 21.59±1.83 | 0.41*** | 0.40*** | 0.13*** | −0.24*** | |||
6.自杀意念 | 0.72±0.72 | 0.21*** | 0.05 | 0.16*** | 0.05 | 0.23*** | ||
7.自杀风险 | 5.32±4.74 | 0.23*** | 0.03 | 0.22*** | 0.11** | 0.15*** | 0.60*** | |
8.年龄 | 18.53±0.82 | 0.07* | −0.07 | 0.05 | 0.05 | 0.06 | 0.13*** | 0.09** |
Model | LL | FP | AIC | BIC | SSA-BIC | LMR(p) | BLRT(p) | Entropy |
class1 | −10466.11 | 8 | 20948.22 | 20986.25 | 20960.84 | |||
class2 | −10317.28 | 13 | 20660.57 | 20722.36 | 20681.08 | <0.001 | <0.001 | 0.97 |
class3 | −10244.86 | 18 | 20525.73 | 20611.29 | 20554.12 | 0.115 | <0.001 | 0.83 |
class4 | −10201.97 | 23 | 20449.93 | 20559.26 | 20486.22 | 0.001 | <0.001 | 0.84 |
class5 | −10163.75 | 28 | 20383.51 | 20516.61 | 20427.68 | 0.184 | <0.001 | 0.85 |
class6 | −10135.47 | 33 | 20336.93 | 20493.79 | 20388.99 | 0.102 | <0.001 | 0.86 |
Model | LL | FP | AIC | BIC | SSA-BIC | LMR(p) | BLRT(p) | Entropy |
class1 | −10466.11 | 8 | 20948.22 | 20986.25 | 20960.84 | |||
class2 | −10317.28 | 13 | 20660.57 | 20722.36 | 20681.08 | <0.001 | <0.001 | 0.97 |
class3 | −10244.86 | 18 | 20525.73 | 20611.29 | 20554.12 | 0.115 | <0.001 | 0.83 |
class4 | −10201.97 | 23 | 20449.93 | 20559.26 | 20486.22 | 0.001 | <0.001 | 0.84 |
class5 | −10163.75 | 28 | 20383.51 | 20516.61 | 20427.68 | 0.184 | <0.001 | 0.85 |
class6 | −10135.47 | 33 | 20336.93 | 20493.79 | 20388.99 | 0.102 | <0.001 | 0.86 |
类别1 (n=100) | 类别2 (n=658) | 类别3 (n=67) | 类别4 (n=32) | F | p | η | |
缺乏预先考虑 | 26.55±4.27 | 22.37±4.16 | 18.18±4.68 | 13.98±4.37 | 96.25 | <0.001 | 0.25 |
急迫性 | 30.65±5.25 | 28.86±4.95 | 22.30±6.38 | 43.26±2.87 | 126.62 | <0.001 | 0.31 |
快感寻求 | 25.56±5.56 | 28.38±5.53 | 29.60±7.89 | 44.03±6.65 | 85.68 | <0.001 | 0.23 |
缺乏毅力 | 27.49±2.06 | 21.58±2.01 | 14.94±2.26 | 17.33±3.08 | 538.50 | <0.001 | 0.65 |
类别1 (n=100) | 类别2 (n=658) | 类别3 (n=67) | 类别4 (n=32) | F | p | η | |
缺乏预先考虑 | 26.55±4.27 | 22.37±4.16 | 18.18±4.68 | 13.98±4.37 | 96.25 | <0.001 | 0.25 |
急迫性 | 30.65±5.25 | 28.86±4.95 | 22.30±6.38 | 43.26±2.87 | 126.62 | <0.001 | 0.31 |
快感寻求 | 25.56±5.56 | 28.38±5.53 | 29.60±7.89 | 44.03±6.65 | 85.68 | <0.001 | 0.23 |
缺乏毅力 | 27.49±2.06 | 21.58±2.01 | 14.94±2.26 | 17.33±3.08 | 538.50 | <0.001 | 0.65 |
因变量 | 缺乏毅力− 考虑型(C1) | 均衡型(C2) | 低急迫− 缺乏毅力型(C3) | 高急迫− 快感寻求型(C4) | F | η | 事后比较 |
自杀意念 | 1.39±2.14 | 0.65±1.21 | 0.43±0.99 | 0.75±1.16 | 10.04*** | 0.03 | C2<C1; C3<C1; C4<C1 |
自杀风险 | 7.00±9.12 | 5.07±6.95 | 3.50±5.02 | 8.95±7.07 | 6.37*** | 0.02 | C2<C1; C3<C1 C2<C4; C3<C4 |
因变量 | 缺乏毅力− 考虑型(C1) | 均衡型(C2) | 低急迫− 缺乏毅力型(C3) | 高急迫− 快感寻求型(C4) | F | η | 事后比较 |
自杀意念 | 1.39±2.14 | 0.65±1.21 | 0.43±0.99 | 0.75±1.16 | 10.04*** | 0.03 | C2<C1; C3<C1; C4<C1 |
自杀风险 | 7.00±9.12 | 5.07±6.95 | 3.50±5.02 | 8.95±7.07 | 6.37*** | 0.02 | C2<C1; C3<C1 C2<C4; C3<C4 |
变量 | 自杀意念(无 vs. 有) | 自杀风险(无 vs. 有) | |||||
B | Wald | OR (95%CI) | B | Wald | OR (95%CI) | ||
年龄 | 0.25* | 6.19 | 1.28 [1.05, 1.56] | 0.14 | 2.23 | 1.15 [0.96, 1.38] | |
性别 | |||||||
男 | −0.22 | 1.07 | 0.80 [0.53, 1.22] | 0.07 | 0.12 | 1.07 [0.73, 1.55] | |
女 | 0 | 0 | |||||
家庭所在地 | |||||||
乡村 | 0.44* | 6.57 | 1.56 [1.11, 2.18] | 0.13 | 0.66 | 1.13 [0.84, 1.53] | |
城镇 | 0 | 0 | |||||
家庭成员自杀史 | |||||||
有 | 0.27 | 0.32 | 1.31 [0.52, 3.31] | 0.22 | 0.18 | 1.24 [0.46, 3.37] | |
无 | 0 | 0 | |||||
朋友或同学自杀史 | |||||||
有 | 0.99*** | 18.02 | 2.69 [1.70, 2.85] | 0.40 | 2.92 | 1.50 [0.94, 2.38] | |
无 | 0 | 0 | |||||
冲动性特质 | |||||||
缺乏毅力−考虑型 | 0.61** | 7.15 | 1.83 [1.18, 2.85] | 0.04 | 0.03 | 1.04 [0.68, 1.59] | |
低急迫−缺乏毅力型 | −0.59 | 3.25 | 0.55 [0.29, 1.05] | 0.09 | 0.12 | 1.10 [0.66, 1.83] | |
高急迫−快感寻求型 | 0.27 | 0.48 | 1.31 [0.61, 2.80] | 1.22** | 6.87 | 3.38 [1.36, 8.39] | |
均衡型 | 0 | 0 |
变量 | 自杀意念(无 vs. 有) | 自杀风险(无 vs. 有) | |||||
B | Wald | OR (95%CI) | B | Wald | OR (95%CI) | ||
年龄 | 0.25* | 6.19 | 1.28 [1.05, 1.56] | 0.14 | 2.23 | 1.15 [0.96, 1.38] | |
性别 | |||||||
男 | −0.22 | 1.07 | 0.80 [0.53, 1.22] | 0.07 | 0.12 | 1.07 [0.73, 1.55] | |
女 | 0 | 0 | |||||
家庭所在地 | |||||||
乡村 | 0.44* | 6.57 | 1.56 [1.11, 2.18] | 0.13 | 0.66 | 1.13 [0.84, 1.53] | |
城镇 | 0 | 0 | |||||
家庭成员自杀史 | |||||||
有 | 0.27 | 0.32 | 1.31 [0.52, 3.31] | 0.22 | 0.18 | 1.24 [0.46, 3.37] | |
无 | 0 | 0 | |||||
朋友或同学自杀史 | |||||||
有 | 0.99*** | 18.02 | 2.69 [1.70, 2.85] | 0.40 | 2.92 | 1.50 [0.94, 2.38] | |
无 | 0 | 0 | |||||
冲动性特质 | |||||||
缺乏毅力−考虑型 | 0.61** | 7.15 | 1.83 [1.18, 2.85] | 0.04 | 0.03 | 1.04 [0.68, 1.59] | |
低急迫−缺乏毅力型 | −0.59 | 3.25 | 0.55 [0.29, 1.05] | 0.09 | 0.12 | 1.10 [0.66, 1.83] | |
高急迫−快感寻求型 | 0.27 | 0.48 | 1.31 [0.61, 2.80] | 1.22** | 6.87 | 3.38 [1.36, 8.39] | |
均衡型 | 0 | 0 |
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