
Studies of Psychology and Behavior ›› 2026, Vol. 24 ›› Issue (4): 483-490.DOI: 10.12139/j.1672-0628.2026.04.007
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Mingyu GUO1, Wenyi FAN1, Simiao XIE2, Simeng ZU2, Lumei TIAN*,2(
)
Received:2025-09-05
Online:2026-07-21
Published:2026-07-20
Contact:
Lumei TIAN
郭明宇1, 范文翼1, 谢思渺2, 祖思萌2, 田录梅*,2(
)
通讯作者:
田录梅
基金资助:CLC Number:
Mingyu GUO, Wenyi FAN, Simiao XIE, Simeng ZU, Lumei TIAN. Patterns of Positive Risk-Taking and Negative Risk-Taking Among Adolescents: The Role of Relationship Quality[J]. Studies of Psychology and Behavior, 2026, 24(4): 483-490.
郭明宇, 范文翼, 谢思渺, 祖思萌, 田录梅. 青少年积极和消极冒险行为的潜在类别:关系质量的作用[J]. 心理与行为研究, 2026, 24(4): 483-490.
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URL: https://psybeh.tjnu.edu.cn/EN/10.12139/j.1672-0628.2026.04.007
| 变量 | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
| 1.积极父母关系质量 | 14.25 | 3.38 | |||||||
| 2.积极朋友关系质量 | 12.95 | 3.50 | 0.48*** | ||||||
| 3.消极父母关系质量 | 2.16 | 0.85 | −0.20*** | 0.04 | |||||
| 4.消极朋友关系质量 | 1.82 | 0.76 | 0.04 | 0.04 | 0.49*** | ||||
| 5.积极冒险行为 | 2.00 | 0.68 | 0.24** | 0.25*** | 0.02 | 0.09*** | |||
| 6.亲社会冒险行为 | 2.34 | 0.83 | 0.24*** | 0.26*** | −0.03 | 0.05* | 0.48*** | ||
| 7.叛逆行为 | 6.63 | 2.04 | −0.05* | 0.01 | 0.10*** | 0.09*** | 0.13*** | 0.14*** | |
| 8.反社会行为 | 5.02 | 1.74 | −0.10*** | −0.01 | 0.19*** | 0.11*** | 0.09*** | 0.05* | 0.62*** |
| 变量 | M | SD | 1 | 2 | 3 | 4 | 5 | 6 | 7 |
| 1.积极父母关系质量 | 14.25 | 3.38 | |||||||
| 2.积极朋友关系质量 | 12.95 | 3.50 | 0.48*** | ||||||
| 3.消极父母关系质量 | 2.16 | 0.85 | −0.20*** | 0.04 | |||||
| 4.消极朋友关系质量 | 1.82 | 0.76 | 0.04 | 0.04 | 0.49*** | ||||
| 5.积极冒险行为 | 2.00 | 0.68 | 0.24** | 0.25*** | 0.02 | 0.09*** | |||
| 6.亲社会冒险行为 | 2.34 | 0.83 | 0.24*** | 0.26*** | −0.03 | 0.05* | 0.48*** | ||
| 7.叛逆行为 | 6.63 | 2.04 | −0.05* | 0.01 | 0.10*** | 0.09*** | 0.13*** | 0.14*** | |
| 8.反社会行为 | 5.02 | 1.74 | −0.10*** | −0.01 | 0.19*** | 0.11*** | 0.09*** | 0.05* | 0.62*** |
| 模型 | BIC | aBIC | LMR | BLRT | Entropy | 组别样本量 |
| 1 | 14978.838 | 14953.424 | 1583 | |||
| 2 | 12878.507 | 12837.208 | 0.000 | 0.000 | 0.989 | 1450/133 |
| 3 | 12146.362 | 12089.180 | 0.007 | 0.000 | 0.951 | 1237/221/125 |
| 4 | 11836.350 | 11763.284 | 0.003 | 0.000 | 0.884 | 1084/222/121/156 |
| 5 | 11343.226 | 11254.276 | 0.000 | 0.000 | 0.905 | 1106/148/204/113/12 |
| 模型 | BIC | aBIC | LMR | BLRT | Entropy | 组别样本量 |
| 1 | 14978.838 | 14953.424 | 1583 | |||
| 2 | 12878.507 | 12837.208 | 0.000 | 0.000 | 0.989 | 1450/133 |
| 3 | 12146.362 | 12089.180 | 0.007 | 0.000 | 0.951 | 1237/221/125 |
| 4 | 11836.350 | 11763.284 | 0.003 | 0.000 | 0.884 | 1084/222/121/156 |
| 5 | 11343.226 | 11254.276 | 0.000 | 0.000 | 0.905 | 1106/148/204/113/12 |
| 变量 | 类别1 | 类别2 | 类别3 | 类别4 | F | Post hoc |
| 低冒险亚组 | 积极冒险亚组 | 共发亚组 | 消极冒险亚组 | |||
| n(%) | 1084(68.5%) | 222(14.0%) | 121(7.6%) | 156(9.9%) | ||
| 积极冒险行为 | −0.26±0.69 | 1.58±0.75 | 0.56±0.80 | 0.05±1.06 | 368.89*** | 2>3>4>1 |
| 亲社会冒险行为 | −0.23±0.71 | 1.19±1.01 | 0.53±0.86 | −0.01±0.98 | 200.07*** | 2>3>4>1 |
| 叛逆行为 | −0.25±0.10 | −0.24±0.12 | 1.72±0.46 | 0.46±0.23 | 5259.90*** | 3>4>(1, 2) |
| 反社会行为 | −0.22±0.53 | −0.28±0.46 | 1.32±0.56 | 0.70±0.82 | 383.87*** | 3>4>(1, 2) |
| 变量 | 类别1 | 类别2 | 类别3 | 类别4 | F | Post hoc |
| 低冒险亚组 | 积极冒险亚组 | 共发亚组 | 消极冒险亚组 | |||
| n(%) | 1084(68.5%) | 222(14.0%) | 121(7.6%) | 156(9.9%) | ||
| 积极冒险行为 | −0.26±0.69 | 1.58±0.75 | 0.56±0.80 | 0.05±1.06 | 368.89*** | 2>3>4>1 |
| 亲社会冒险行为 | −0.23±0.71 | 1.19±1.01 | 0.53±0.86 | −0.01±0.98 | 200.07*** | 2>3>4>1 |
| 叛逆行为 | −0.25±0.10 | −0.24±0.12 | 1.72±0.46 | 0.46±0.23 | 5259.90*** | 3>4>(1, 2) |
| 反社会行为 | −0.22±0.53 | −0.28±0.46 | 1.32±0.56 | 0.70±0.82 | 383.87*** | 3>4>(1, 2) |
| 类别1(vs.) | 类别2(vs.) | 类别3(vs.) | ||||||||||||
| 类别2 | 类别3 | 类别4 | 类别3 | 类别4 | 类别4 | |||||||||
| Logit | OR | Logit | OR | Logit | OR | Logit | OR | Logit | OR | Logit | OR | |||
| 积极父母关系质量 | 0.33* | 1.39 | 0.07 | 1.07 | −0.50*** | 0.61 | −0.26 | 0.78 | −0.83*** | 0.44 | −0.57*** | 0.57 | ||
| 积极朋友关系质量 | 0.61*** | 1.84 | 0.05 | 1.06 | 0.23* | 1.45 | −0.56*** | 0.57 | −0.24 | 0.79 | 0.32 | 1.38 | ||
| 消极父母关系质量 | 0.01 | 0.96 | 0.15 | 1.16 | 0.37** | 1.25 | 0.19 | 1.22 | 0.27 | 1.31 | 0.08 | 1.08 | ||
| 消极朋友关系质量 | 0.26* | 1.30 | 0.19 | 1.21 | 0.37** | 1.45 | −0.07 | 0.93 | 0.12 | 1.12 | 0.19 | 1.21 | ||
| 年龄 | −0.03 | 0.97 | 0.27* | 1.31 | 0.04 | 1.04 | 0.30 | 1.35 | 0.07 | 1.07 | −0.23 | 0.79 | ||
| 性别 | −0.38 | 0.68 | −0.25 | 0.78 | −0.73*** | 0.48 | 0.14 | 1.15 | −0.35 | 0.71 | −0.48 | 0.62 | ||
| 家庭社会经济地位 | 0.17 | 1.19 | 0.13 | 1.14 | 0.11 | 1.11 | −0.04 | 0.96 | −0.07 | 0.94 | −0.02 | 0.98 | ||
| 类别1(vs.) | 类别2(vs.) | 类别3(vs.) | ||||||||||||
| 类别2 | 类别3 | 类别4 | 类别3 | 类别4 | 类别4 | |||||||||
| Logit | OR | Logit | OR | Logit | OR | Logit | OR | Logit | OR | Logit | OR | |||
| 积极父母关系质量 | 0.33* | 1.39 | 0.07 | 1.07 | −0.50*** | 0.61 | −0.26 | 0.78 | −0.83*** | 0.44 | −0.57*** | 0.57 | ||
| 积极朋友关系质量 | 0.61*** | 1.84 | 0.05 | 1.06 | 0.23* | 1.45 | −0.56*** | 0.57 | −0.24 | 0.79 | 0.32 | 1.38 | ||
| 消极父母关系质量 | 0.01 | 0.96 | 0.15 | 1.16 | 0.37** | 1.25 | 0.19 | 1.22 | 0.27 | 1.31 | 0.08 | 1.08 | ||
| 消极朋友关系质量 | 0.26* | 1.30 | 0.19 | 1.21 | 0.37** | 1.45 | −0.07 | 0.93 | 0.12 | 1.12 | 0.19 | 1.21 | ||
| 年龄 | −0.03 | 0.97 | 0.27* | 1.31 | 0.04 | 1.04 | 0.30 | 1.35 | 0.07 | 1.07 | −0.23 | 0.79 | ||
| 性别 | −0.38 | 0.68 | −0.25 | 0.78 | −0.73*** | 0.48 | 0.14 | 1.15 | −0.35 | 0.71 | −0.48 | 0.62 | ||
| 家庭社会经济地位 | 0.17 | 1.19 | 0.13 | 1.14 | 0.11 | 1.11 | −0.04 | 0.96 | −0.07 | 0.94 | −0.02 | 0.98 | ||
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