心理学报 ›› 2022, Vol. 54 ›› Issue (8): 917-930.doi: 10.3724/SP.J.1041.2022.00917
收稿日期:
2021-02-23
发布日期:
2022-06-23
出版日期:
2022-08-25
通讯作者:
常淑敏
E-mail:shuminchang102@163.com
基金资助:
HOU Qingqing, GUO Mingyu, WANG Lingxiao, LV Hui, CHANG Shumin()
Received:
2021-02-23
Online:
2022-06-23
Published:
2022-08-25
Contact:
CHANG Shumin
E-mail:shuminchang102@163.com
摘要:
以1012名初一学生为被试进行3年的追踪研究, 采用潜在剖面分析与潜在转变分析考察了早期青少年心理社会适应的亚组分化与转变情况, 以及学校资源与性别在青少年发展适应中的作用。结果发现:(1)初一时青少年的心理社会适应分化成2个亚组:适应良好组与内化问题组, 初二与初三时青少年分化成4个适应亚组:适应良好组、内化问题组、外化问题组和同伴拒绝组; (2)从初二到初三, 适应良好组和内化问题组的青少年保持了较高的稳定性, 同伴拒绝组和外化问题组的青少年向适应良好组转变的概率最高; (3)拥有更多学校资源的青少年更可能处于或保留在适应良好组, 同时在初二时拥有更多学校资源的外化问题组和同伴拒绝组的青少年在初三时更可能向适应良好组转变; (4)初二时女生更大概率地进入内化问题组。研究结果有助于深化对早期青少年心理社会适应发展模式多样性的理解, 并提示教育人员有必要对青少年适应状况进行全面筛查和动态监测, 以便针对适应亚组和性别特点制定更为复杂的预防和干预方案。
中图分类号:
侯晴晴, 郭明宇, 王玲晓, 吕辉, 常淑敏. (2022). 学校资源与早期青少年心理社会适应的关系:一项潜在转变分析. 心理学报, 54(8), 917-930.
HOU Qingqing, GUO Mingyu, WANG Lingxiao, LV Hui, CHANG Shumin. (2022). The relationship between school assets and early adolescents’ psychosocial adaptation: A latent transition analysis. Acta Psychologica Sinica, 54(8), 917-930.
变量 | T1 M (SD) | T2 M (SD) | T3 M (SD) | F |
---|---|---|---|---|
孤独感 | 1.83 (0.58) | 1.80 (0.63) | 1.79 (0.64) | 2.88 |
抑郁 | 12.10 (8.42) | 13.29 (9.48) | 14.23 (9.97) | 24.04*** |
幸福感 | 34.52 (6.46) | 34.15 (6.54) | 34.54 (6.74) | 2.66 |
亲社会行为 | 39.90 (7.71) | 39.68 (7.81) | 40.21 (8.59) | 1.26 |
外化问题行为 | 1.31 (3.04) | 1.34 (2.64) | 1.70 (3.20) | 5.38** |
同伴接纳 | 0.03 (1.01) | 0.03 (1.00) | 0.00 (1.01) | 0.36 |
同伴拒绝 | -0.08 (0.90) | -0.07 (0.92) | -0.05 (0.86) | 0.52 |
学校资源 | 21.30 (5.13) | 20.88 (5.71) | 20.69 (5.62) | 2.64 |
表1 三次测量中主要变量的平均数与标准差及重复测量方差统计值
变量 | T1 M (SD) | T2 M (SD) | T3 M (SD) | F |
---|---|---|---|---|
孤独感 | 1.83 (0.58) | 1.80 (0.63) | 1.79 (0.64) | 2.88 |
抑郁 | 12.10 (8.42) | 13.29 (9.48) | 14.23 (9.97) | 24.04*** |
幸福感 | 34.52 (6.46) | 34.15 (6.54) | 34.54 (6.74) | 2.66 |
亲社会行为 | 39.90 (7.71) | 39.68 (7.81) | 40.21 (8.59) | 1.26 |
外化问题行为 | 1.31 (3.04) | 1.34 (2.64) | 1.70 (3.20) | 5.38** |
同伴接纳 | 0.03 (1.01) | 0.03 (1.00) | 0.00 (1.01) | 0.36 |
同伴拒绝 | -0.08 (0.90) | -0.07 (0.92) | -0.05 (0.86) | 0.52 |
学校资源 | 21.30 (5.13) | 20.88 (5.71) | 20.69 (5.62) | 2.64 |
时间点 | 类别数量 | AIC | BIC | aBIC | pLMR | pBLRT | Entrop | 最小亚组占比 |
---|---|---|---|---|---|---|---|---|
T1 (N = 1012) | 1 | 19521.07 | 19589.95 | 19545.48 | - | - | - | - |
2 | 18751.21 | 18859.45 | 18789.57 | 0.000 | 0.000 | 0.82 | 21.90% | |
3 | 18171.79 | 18319.38 | 18224.09 | 0.664 | 0.000 | 0.89 | 3.70% | |
4 | 17842.82 | 18029.77 | 17909.08 | 0.020 | 0.000 | 0.91 | 2.96% | |
5 | 17511.43 | 17737.74 | 17591.64 | 0.637 | 0.000 | 0.92 | 1.27% | |
T2 (N = 1012) | 1 | 18724.62 | 18793.49 | 18749.03 | - | - | - | - |
2 | 18007.48 | 18115.71 | 18045.84 | 0.002 | 0.000 | 0.98 | 7.51% | |
3 | 17339.43 | 17487.02 | 17391.73 | 0.000 | 0.000 | 0.89 | 7.07% | |
4 | 16916.67 | 17103.62 | 16982.93 | 0.000 | 0.000 | 0.93 | 5.90% | |
5 | 16603.05 | 16829.35 | 16683.25 | 0.000 | 0.000 | 0.94 | 2.53% | |
T3 (N = 1012) | 1 | 19654.18 | 19723.05 | 19678.59 | - | - | - | - |
2 | 18923.07 | 19031.31 | 18961.43 | 0.007 | 0.000 | 0.98 | 7.21% | |
3 | 18311.49 | 18459.08 | 18363.79 | 0.000 | 0.000 | 0.88 | 7.41% | |
4 | 17784.57 | 17971.52 | 17850.82 | 0.003 | 0.000 | 0.91 | 5.20% | |
5 | 17518.29 | 17744.59 | 17598.49 | 0.03 | 0.027 | 0.91 | 2.87% |
表2 T1、T2、T3时间点上不同亚组数量LPA模型的拟合指标
时间点 | 类别数量 | AIC | BIC | aBIC | pLMR | pBLRT | Entrop | 最小亚组占比 |
---|---|---|---|---|---|---|---|---|
T1 (N = 1012) | 1 | 19521.07 | 19589.95 | 19545.48 | - | - | - | - |
2 | 18751.21 | 18859.45 | 18789.57 | 0.000 | 0.000 | 0.82 | 21.90% | |
3 | 18171.79 | 18319.38 | 18224.09 | 0.664 | 0.000 | 0.89 | 3.70% | |
4 | 17842.82 | 18029.77 | 17909.08 | 0.020 | 0.000 | 0.91 | 2.96% | |
5 | 17511.43 | 17737.74 | 17591.64 | 0.637 | 0.000 | 0.92 | 1.27% | |
T2 (N = 1012) | 1 | 18724.62 | 18793.49 | 18749.03 | - | - | - | - |
2 | 18007.48 | 18115.71 | 18045.84 | 0.002 | 0.000 | 0.98 | 7.51% | |
3 | 17339.43 | 17487.02 | 17391.73 | 0.000 | 0.000 | 0.89 | 7.07% | |
4 | 16916.67 | 17103.62 | 16982.93 | 0.000 | 0.000 | 0.93 | 5.90% | |
5 | 16603.05 | 16829.35 | 16683.25 | 0.000 | 0.000 | 0.94 | 2.53% | |
T3 (N = 1012) | 1 | 19654.18 | 19723.05 | 19678.59 | - | - | - | - |
2 | 18923.07 | 19031.31 | 18961.43 | 0.007 | 0.000 | 0.98 | 7.21% | |
3 | 18311.49 | 18459.08 | 18363.79 | 0.000 | 0.000 | 0.88 | 7.41% | |
4 | 17784.57 | 17971.52 | 17850.82 | 0.003 | 0.000 | 0.91 | 5.20% | |
5 | 17518.29 | 17744.59 | 17598.49 | 0.03 | 0.027 | 0.91 | 2.87% |
时间点 | T3 | ||||
---|---|---|---|---|---|
内化 问题组 | 外化 问题组 | 适应 良好组 | 同伴 拒绝组 | ||
T2 | 内化问题组 | 0.78 | 0.07 | 0.10 | 0.06 |
外化问题组 | 0.14 | 0.48 | 0.26 | 0.12 | |
适应良好组 | 0.05 | 0.03 | 0.87 | 0.06 | |
同伴拒绝组 | 0.19 | 0.13 | 0.57 | 0.11 |
表3 T2、T3时间点不同亚组被试的潜在转变概率
时间点 | T3 | ||||
---|---|---|---|---|---|
内化 问题组 | 外化 问题组 | 适应 良好组 | 同伴 拒绝组 | ||
T2 | 内化问题组 | 0.78 | 0.07 | 0.10 | 0.06 |
外化问题组 | 0.14 | 0.48 | 0.26 | 0.12 | |
适应良好组 | 0.05 | 0.03 | 0.87 | 0.06 | |
同伴拒绝组 | 0.19 | 0.13 | 0.57 | 0.11 |
T1预测变量 | 对照组: 适应良好组 (T1) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
内化问题组 (T1) | ||||||||||
OR | p | 95% CI | ||||||||
家庭居住地 | 0.97 | 0.898 | 0.56 1.68 | |||||||
SES | 0.94* | 0.042 | 0.89 0.99 | |||||||
学校类型 | 0.68* | 0.019 | 0.49 0.94 | |||||||
性别 | 1.40 | 0.051 | 1.00 1.95 | |||||||
学校资源 | 0.38*** | < 0.001 | 0.31 0.45 | |||||||
T2预测变量 | 对照组: 适应良好组 (T2) | |||||||||
内化问题组 (T2) | 外化问题组 (T2) | 同伴拒绝组 (T2) | ||||||||
OR | p | 95% CI | OR | p | 95% CI | OR | p | 95% CI | ||
家庭居住地 | 0.59 | 0.123 | 0.30 1.15 | 1.20 | 0.681 | 0.50 2.86 | 0.31* | 0.025 | 0.11 0.86 | |
SES | 0.96 | 0.159 | 0.90 1.02 | 0.99 | 0.878 | 0.91 1.09 | 0.91* | 0.047 | 0.83 0.99 | |
学校类型 | 0.95 | 0.808 | 0.62 1.46 | 0.68 | 0.125 | 0.42 1.11 | 0.75 | 0.371 | 0.40 1.41 | |
性别 | 1.78** | 0.004 | 1.20 2.63 | 0.68 | 0.145 | 0.40 1.14 | 0.74 | 0.287 | 0.42 1.29 | |
学校资源 | 0.41*** | < 0.001 | 0.33 0.50 | 0.76* | 0.043 | 0.58 0.99 | 0.53*** | < 0.001 | 0.40 0.69 | |
T3预测变量 | 对照组: 适应良好组 (T3) | |||||||||
内化问题组 (T3) | 外化问题组 (T3) | 同伴拒绝组 (T3) | ||||||||
OR | p | 95% CI | OR | p | 95% CI | OR | p | 95% CI | ||
家庭居住地 | 0.76 | 0.383 | 0.41 1.41 | 1.26 | 0.592 | 0.54 2.98 | 1.19 | 0.687 | 0.51 2.79 | |
SES | 1.00 | 0.940 | 0.94 1.06 | 0.98 | 0.578 | 0.89 1.07 | 0.91 | 0.060 | 0.82 1.00 | |
学校类型 | 0.98 | 0.932 | 0.66 1.47 | 4.81*** | < 0.001 | 1.93 12.03 | 0.86 | 0.548 | 0.52 1.41 | |
性别 | 1.33 | 0.126 | 0.92 1.93 | 0.86 | 0.610 | 0.48 1.55 | 0.63 | 0.102 | 0.36 1.10 | |
学校资源 | 0.39*** | < 0.001 | 0.32 0.47 | 0.55*** | < 0.001 | 0.41 0.73 | 0.48*** | < 0.001 | 0.36 0.62 |
表4 预测变量对潜在亚组的Logisitic回归分析结果
T1预测变量 | 对照组: 适应良好组 (T1) | |||||||||
---|---|---|---|---|---|---|---|---|---|---|
内化问题组 (T1) | ||||||||||
OR | p | 95% CI | ||||||||
家庭居住地 | 0.97 | 0.898 | 0.56 1.68 | |||||||
SES | 0.94* | 0.042 | 0.89 0.99 | |||||||
学校类型 | 0.68* | 0.019 | 0.49 0.94 | |||||||
性别 | 1.40 | 0.051 | 1.00 1.95 | |||||||
学校资源 | 0.38*** | < 0.001 | 0.31 0.45 | |||||||
T2预测变量 | 对照组: 适应良好组 (T2) | |||||||||
内化问题组 (T2) | 外化问题组 (T2) | 同伴拒绝组 (T2) | ||||||||
OR | p | 95% CI | OR | p | 95% CI | OR | p | 95% CI | ||
家庭居住地 | 0.59 | 0.123 | 0.30 1.15 | 1.20 | 0.681 | 0.50 2.86 | 0.31* | 0.025 | 0.11 0.86 | |
SES | 0.96 | 0.159 | 0.90 1.02 | 0.99 | 0.878 | 0.91 1.09 | 0.91* | 0.047 | 0.83 0.99 | |
学校类型 | 0.95 | 0.808 | 0.62 1.46 | 0.68 | 0.125 | 0.42 1.11 | 0.75 | 0.371 | 0.40 1.41 | |
性别 | 1.78** | 0.004 | 1.20 2.63 | 0.68 | 0.145 | 0.40 1.14 | 0.74 | 0.287 | 0.42 1.29 | |
学校资源 | 0.41*** | < 0.001 | 0.33 0.50 | 0.76* | 0.043 | 0.58 0.99 | 0.53*** | < 0.001 | 0.40 0.69 | |
T3预测变量 | 对照组: 适应良好组 (T3) | |||||||||
内化问题组 (T3) | 外化问题组 (T3) | 同伴拒绝组 (T3) | ||||||||
OR | p | 95% CI | OR | p | 95% CI | OR | p | 95% CI | ||
家庭居住地 | 0.76 | 0.383 | 0.41 1.41 | 1.26 | 0.592 | 0.54 2.98 | 1.19 | 0.687 | 0.51 2.79 | |
SES | 1.00 | 0.940 | 0.94 1.06 | 0.98 | 0.578 | 0.89 1.07 | 0.91 | 0.060 | 0.82 1.00 | |
学校类型 | 0.98 | 0.932 | 0.66 1.47 | 4.81*** | < 0.001 | 1.93 12.03 | 0.86 | 0.548 | 0.52 1.41 | |
性别 | 1.33 | 0.126 | 0.92 1.93 | 0.86 | 0.610 | 0.48 1.55 | 0.63 | 0.102 | 0.36 1.10 | |
学校资源 | 0.39*** | < 0.001 | 0.32 0.47 | 0.55*** | < 0.001 | 0.41 0.73 | 0.48*** | < 0.001 | 0.36 0.62 |
影响因素 | 潜在亚组 | 内化问题组 | 同伴拒绝组 | 适应良好组 | 外化问题组 |
---|---|---|---|---|---|
性别(0 = 男, 1 = 女) | 内化问题组 | REF | 1.70 | 1.88 | a |
同伴拒绝组 | 1.42 | REF | 0.95 | a | |
适应良好组 | 1.04 | 0.64 | REF | 0.89 | |
外化问题组 | 10.28 | a | 2.72 | REF | |
学校资源 (T2) | 内化问题组 | REF | 1.07 | 0.73 | a |
同伴拒绝组 | 0.40** | REF | 2.79** | a | |
适应良好组 | 1.24 | 0.53* | REF | 0.68* | |
外化问题组 | 0.77 | a | 3.71** | REF |
表5 预测变量影响下转变概率的发生比
影响因素 | 潜在亚组 | 内化问题组 | 同伴拒绝组 | 适应良好组 | 外化问题组 |
---|---|---|---|---|---|
性别(0 = 男, 1 = 女) | 内化问题组 | REF | 1.70 | 1.88 | a |
同伴拒绝组 | 1.42 | REF | 0.95 | a | |
适应良好组 | 1.04 | 0.64 | REF | 0.89 | |
外化问题组 | 10.28 | a | 2.72 | REF | |
学校资源 (T2) | 内化问题组 | REF | 1.07 | 0.73 | a |
同伴拒绝组 | 0.40** | REF | 2.79** | a | |
适应良好组 | 1.24 | 0.53* | REF | 0.68* | |
外化问题组 | 0.77 | a | 3.71** | REF |
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