Advances in Psychological Science ›› 2022, Vol. 30 ›› Issue (5): 965-977.doi: 10.3724/SP.J.1042.2022.00965
• Section: Prevalence of mental health problems of Chinese students • Previous Articles Next Articles
ZHANG Yali1, JIN Juanjuan1, YU Guoliang2()
Received:
2021-08-25
Online:
2022-05-15
Published:
2022-03-24
Contact:
YU Guoliang
E-mail:yugllxl@sina.com
ZHANG Yali, JIN Juanjuan, YU Guoliang. Prevalence of mental health problems among junior high school students in Chinese mainland from 2010 to 2020: A meta-analysis[J]. Advances in Psychological Science, 2022, 30(5): 965-977.
心理健 康问题 种类 | k | 被试数 | 效应值及95%的 置信区间 | 异质性检验 | |||
---|---|---|---|---|---|---|---|
检出率 | 下限 | 上限 | I2 | p | |||
焦虑 | 50 | 83879 | 0.27 | 0.24 | 0.31 | 99.18 | <0.001 |
抑郁 | 95 | 196096 | 0.24 | 0.22 | 0.26 | 99.31 | <0.001 |
睡眠问题 | 21 | 61190 | 0.17 | 0.15 | 0.19 | 97.85 | <0.001 |
自我伤害 | 24 | 98408 | 0.22 | 0.17 | 0.29 | 99.73 | <0.001 |
自杀意念 | 26 | 128622 | 0.17 | 0.15 | 0.19 | 98.96 | <0.001 |
自杀计划 | 8 | 29534 | 0.07 | 0.05 | 0.09 | 97.99 | <0.001 |
自杀企图(未遂) | 16 | 114040 | 0.04 | 0.04 | 0.05 | 94.10 | <0.001 |
心理健 康问题 种类 | k | 被试数 | 效应值及95%的 置信区间 | 异质性检验 | |||
---|---|---|---|---|---|---|---|
检出率 | 下限 | 上限 | I2 | p | |||
焦虑 | 50 | 83879 | 0.27 | 0.24 | 0.31 | 99.18 | <0.001 |
抑郁 | 95 | 196096 | 0.24 | 0.22 | 0.26 | 99.31 | <0.001 |
睡眠问题 | 21 | 61190 | 0.17 | 0.15 | 0.19 | 97.85 | <0.001 |
自我伤害 | 24 | 98408 | 0.22 | 0.17 | 0.29 | 99.73 | <0.001 |
自杀意念 | 26 | 128622 | 0.17 | 0.15 | 0.19 | 98.96 | <0.001 |
自杀计划 | 8 | 29534 | 0.07 | 0.05 | 0.09 | 97.99 | <0.001 |
自杀企图(未遂) | 16 | 114040 | 0.04 | 0.04 | 0.05 | 94.10 | <0.001 |
调节 变量 | 异质性检验 | 类别 | k | 检出 率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
测量 工具 + 检出 标准 | 30.48 | 3 | <0.001 | CSSAS2 | 3 | 0.35 | 0.25 | 0.47 |
MSSMHS2 | 11 | 0.44 | 0.38 | 0.51 | ||||
SAS50 | 15 | 0.25 | 0.21 | 0.29 | ||||
SCARED23 | 10 | 0.26 | 0.22 | 0.32 | ||||
检出 时间 | 25.89 | 2 | <0.001 | 1周 | 25 | 0.24 | 0.20 | 0.27 |
3个月 | 10 | 0.26 | 0.21 | 0.32 | ||||
近来 | 12 | 0.41 | 0.35 | 0.48 | ||||
年级 | 6.98 | 2 | 0.03 | 初一 | 13 | 0.25 | 0.19 | 0.32 |
初二 | 13 | 0.28 | 0.21 | 0.35 | ||||
初三 | 11 | 0.39 | 0.30 | 0.48 | ||||
性别 | 1.93 | 1 | 0.17 | 男生 | 18 | 0.24 | 0.20 | 0.28 |
女生 | 18 | 0.28 | 0.24 | 0.33 | ||||
独生 与否 | 0.01 | 1 | 0.94 | 独生 | 7 | 0.23 | 0.19 | 0.29 |
非独生 | 7 | 0.24 | 0.19 | 0.29 | ||||
生源地 | 0.05 | 1 | 0.83 | 城镇 | 4 | 0.29 | 0.19 | 0.41 |
农村 | 4 | 0.31 | 0.21 | 0.43 | ||||
经济 区域 | 23.82 | 3 | <0.001 | 东北 | 3 | 0.11 | 0.06 | 0.18 |
东部 | 17 | 0.24 | 0.20 | 0.28 | ||||
中部 | 12 | 0.26 | 0.21 | 0.32 | ||||
西部 | 17 | 0.35 | 0.29 | 0.41 |
调节 变量 | 异质性检验 | 类别 | k | 检出 率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
测量 工具 + 检出 标准 | 30.48 | 3 | <0.001 | CSSAS2 | 3 | 0.35 | 0.25 | 0.47 |
MSSMHS2 | 11 | 0.44 | 0.38 | 0.51 | ||||
SAS50 | 15 | 0.25 | 0.21 | 0.29 | ||||
SCARED23 | 10 | 0.26 | 0.22 | 0.32 | ||||
检出 时间 | 25.89 | 2 | <0.001 | 1周 | 25 | 0.24 | 0.20 | 0.27 |
3个月 | 10 | 0.26 | 0.21 | 0.32 | ||||
近来 | 12 | 0.41 | 0.35 | 0.48 | ||||
年级 | 6.98 | 2 | 0.03 | 初一 | 13 | 0.25 | 0.19 | 0.32 |
初二 | 13 | 0.28 | 0.21 | 0.35 | ||||
初三 | 11 | 0.39 | 0.30 | 0.48 | ||||
性别 | 1.93 | 1 | 0.17 | 男生 | 18 | 0.24 | 0.20 | 0.28 |
女生 | 18 | 0.28 | 0.24 | 0.33 | ||||
独生 与否 | 0.01 | 1 | 0.94 | 独生 | 7 | 0.23 | 0.19 | 0.29 |
非独生 | 7 | 0.24 | 0.19 | 0.29 | ||||
生源地 | 0.05 | 1 | 0.83 | 城镇 | 4 | 0.29 | 0.19 | 0.41 |
农村 | 4 | 0.31 | 0.21 | 0.43 | ||||
经济 区域 | 23.82 | 3 | <0.001 | 东北 | 3 | 0.11 | 0.06 | 0.18 |
东部 | 17 | 0.24 | 0.20 | 0.28 | ||||
中部 | 12 | 0.26 | 0.21 | 0.32 | ||||
西部 | 17 | 0.35 | 0.29 | 0.41 |
调节 变量 | 异质性检验 | 类别 | k | 检出 率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
测量 工具 + 检出 标准 | 36.79 | 8 | <0.001 | CDI19 | 12 | 0.23 | 0.18 | 0.29 |
CESD16 | 7 | 0.30 | 0.22 | 0.38 | ||||
CESD20 | 11 | 0.23 | 0.18 | 0.29 | ||||
DSRSC15 | 9 | 0.22 | 0.17 | 0.28 | ||||
MSSMHS2 | 9 | 0.38 | 0.30 | 0.46 | ||||
SCL2 | 3 | 0.13 | 0.07 | 0.21 | ||||
SDS50 | 11 | 0.37 | 0.30 | 0.45 | ||||
SDS53 | 6 | 0.33 | 0.24 | 0.43 | ||||
CSSDS2 | 3 | 0.19 | 0.11 | 0.30 | ||||
检出时间 | 9.15 | 2 | 0.01 | 1周 | 67 | 0.25 | 0.22 | 0.28 |
2周 | 16 | 0.19 | 0.15 | 0.25 | ||||
近来 | 8 | 0.36 | 0.26 | 0.46 | ||||
年级 | 3.91 | 2 | 0.14 | 初一 | 33 | 0.25 | 0.21 | 0.29 |
初二 | 32 | 0.28 | 0.24 | 0.33 | ||||
初三 | 29 | 0.31 | 0.26 | 0.36 | ||||
性别 | 1.13 | 1 | 0.29 | 男生 | 29 | 0.25 | 0.21 | 0.29 |
女生 | 28 | 0.28 | 0.24 | 0.32 | ||||
独生与否 | 0.61 | 1 | 0.44 | 独生 | 13 | 0.26 | 0.20 | 0.32 |
非独生 | 13 | 0.29 | 0.23 | 0.37 | ||||
生源地 | 1.35 | 1 | 0.25 | 城镇 | 12 | 0.27 | 0.22 | 0.34 |
农村 | 12 | 0.33 | 0.26 | 0.39 | ||||
经济区域 | 2.01 | 3 | 0.57 | 东北 | 5 | 0.26 | 0.17 | 0.39 |
东部 | 37 | 0.23 | 0.20 | 0.27 | ||||
中部 | 23 | 0.22 | 0.18 | 0.27 | ||||
西部 | 23 | 0.27 | 0.22 | 0.32 |
调节 变量 | 异质性检验 | 类别 | k | 检出 率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
测量 工具 + 检出 标准 | 36.79 | 8 | <0.001 | CDI19 | 12 | 0.23 | 0.18 | 0.29 |
CESD16 | 7 | 0.30 | 0.22 | 0.38 | ||||
CESD20 | 11 | 0.23 | 0.18 | 0.29 | ||||
DSRSC15 | 9 | 0.22 | 0.17 | 0.28 | ||||
MSSMHS2 | 9 | 0.38 | 0.30 | 0.46 | ||||
SCL2 | 3 | 0.13 | 0.07 | 0.21 | ||||
SDS50 | 11 | 0.37 | 0.30 | 0.45 | ||||
SDS53 | 6 | 0.33 | 0.24 | 0.43 | ||||
CSSDS2 | 3 | 0.19 | 0.11 | 0.30 | ||||
检出时间 | 9.15 | 2 | 0.01 | 1周 | 67 | 0.25 | 0.22 | 0.28 |
2周 | 16 | 0.19 | 0.15 | 0.25 | ||||
近来 | 8 | 0.36 | 0.26 | 0.46 | ||||
年级 | 3.91 | 2 | 0.14 | 初一 | 33 | 0.25 | 0.21 | 0.29 |
初二 | 32 | 0.28 | 0.24 | 0.33 | ||||
初三 | 29 | 0.31 | 0.26 | 0.36 | ||||
性别 | 1.13 | 1 | 0.29 | 男生 | 29 | 0.25 | 0.21 | 0.29 |
女生 | 28 | 0.28 | 0.24 | 0.32 | ||||
独生与否 | 0.61 | 1 | 0.44 | 独生 | 13 | 0.26 | 0.20 | 0.32 |
非独生 | 13 | 0.29 | 0.23 | 0.37 | ||||
生源地 | 1.35 | 1 | 0.25 | 城镇 | 12 | 0.27 | 0.22 | 0.34 |
农村 | 12 | 0.33 | 0.26 | 0.39 | ||||
经济区域 | 2.01 | 3 | 0.57 | 东北 | 5 | 0.26 | 0.17 | 0.39 |
东部 | 37 | 0.23 | 0.20 | 0.27 | ||||
中部 | 23 | 0.22 | 0.18 | 0.27 | ||||
西部 | 23 | 0.27 | 0.22 | 0.32 |
调节变量 | 异质性检验 | 类别 | k | 检出 率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
年级 | 2.53 | 2 | 0.28 | 初一 | 3 | 0.11 | 0.04 | 0.27 |
初二 | 3 | 0.14 | 0.05 | 0.31 | ||||
初三 | 4 | 0.26 | 0.13 | 0.46 | ||||
性别 | 0.05 | 1 | 0.83 | 男生 | 5 | 0.11 | 0.07 | 0.16 |
女生 | 5 | 0.10 | 0.06 | 0.15 | ||||
经济区域 | 3.54 | 2 | 0.17 | 东北 | 3 | 0.12 | 0.07 | 0.19 |
东部 | 9 | 0.20 | 0.15 | 0.25 | ||||
中部 | 5 | 0.16 | 0.11 | 0.23 | ||||
西部 | - | - | - | - |
调节变量 | 异质性检验 | 类别 | k | 检出 率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
年级 | 2.53 | 2 | 0.28 | 初一 | 3 | 0.11 | 0.04 | 0.27 |
初二 | 3 | 0.14 | 0.05 | 0.31 | ||||
初三 | 4 | 0.26 | 0.13 | 0.46 | ||||
性别 | 0.05 | 1 | 0.83 | 男生 | 5 | 0.11 | 0.07 | 0.16 |
女生 | 5 | 0.10 | 0.06 | 0.15 | ||||
经济区域 | 3.54 | 2 | 0.17 | 东北 | 3 | 0.12 | 0.07 | 0.19 |
东部 | 9 | 0.20 | 0.15 | 0.25 | ||||
中部 | 5 | 0.16 | 0.11 | 0.23 | ||||
西部 | - | - | - | - |
调节变量 | 异质性检验 | 类别 | k | 检出率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
测量工具 | 0.36 | 1 | 0.55 | ANSAQ | 3 | 0.20 | 0.08 | 0.43 |
OSI | 4 | 0.28 | 0.13 | 0.49 | ||||
年级 | 0.33 | 2 | 0.85 | 初一 | 5 | 0.26 | 0.16 | 0.38 |
初二 | 6 | 0.26 | 0.17 | 0.37 | ||||
初三 | 4 | 0.30 | 0.18 | 0.45 | ||||
性别 | 0.51 | 1 | 0.48 | 男生 | 8 | 0.21 | 0.16 | 0.28 |
女生 | 8 | 0.24 | 0.18 | 0.32 | ||||
独生与否 | 0.08 | 1 | 0.78 | 独生 | 3 | 0.26 | 0.15 | 0.41 |
非独生 | 3 | 0.23 | 0.13 | 0.38 | ||||
生源地 | 0.50 | 1 | 0.48 | 城镇 | 3 | 0.26 | 0.15 | 0.41 |
农村 | 4 | 0.18 | 0.09 | 0.33 | ||||
经济区域 | 6.00 | 2 | 0.05 | 东北 | - | - | - | - |
东部 | 4 | 0.16 | 0.09 | 0.27 | ||||
中部 | 9 | 0.31 | 0.23 | 0.41 | ||||
西部 | 4 | 0.35 | 0.22 | 0.51 |
调节变量 | 异质性检验 | 类别 | k | 检出率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | ||||
测量工具 | 0.36 | 1 | 0.55 | ANSAQ | 3 | 0.20 | 0.08 | 0.43 |
OSI | 4 | 0.28 | 0.13 | 0.49 | ||||
年级 | 0.33 | 2 | 0.85 | 初一 | 5 | 0.26 | 0.16 | 0.38 |
初二 | 6 | 0.26 | 0.17 | 0.37 | ||||
初三 | 4 | 0.30 | 0.18 | 0.45 | ||||
性别 | 0.51 | 1 | 0.48 | 男生 | 8 | 0.21 | 0.16 | 0.28 |
女生 | 8 | 0.24 | 0.18 | 0.32 | ||||
独生与否 | 0.08 | 1 | 0.78 | 独生 | 3 | 0.26 | 0.15 | 0.41 |
非独生 | 3 | 0.23 | 0.13 | 0.38 | ||||
生源地 | 0.50 | 1 | 0.48 | 城镇 | 3 | 0.26 | 0.15 | 0.41 |
农村 | 4 | 0.18 | 0.09 | 0.33 | ||||
经济区域 | 6.00 | 2 | 0.05 | 东北 | - | - | - | - |
东部 | 4 | 0.16 | 0.09 | 0.27 | ||||
中部 | 9 | 0.31 | 0.23 | 0.41 | ||||
西部 | 4 | 0.35 | 0.22 | 0.51 |
自杀类别 | 调节变量 | 异质性检验 | 类别 | k | 检出率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | |||||
自杀意念 | 测量工具 | 14.85 | 1 | <0.001 | 单条目迫选 | 17 | 0.19 | 0.17 | 0.22 |
SIOSS | 6 | 0.11 | 0.09 | 0.14 | |||||
年级 | 2.09 | 2 | 0.35 | 初一 | 8 | 0.14 | 0.12 | 0.17 | |
初二 | 8 | 0.16 | 0.14 | 0.19 | |||||
初三 | 5 | 0.17 | 0.13 | 0.20 | |||||
性别 | 3.15 | 1 | 0.08 | 男生 | 8 | 0.16 | 0.12 | 0.21 | |
女生 | 8 | 0.22 | 0.17 | 0.28 | |||||
经济区域 | 1.47 | 2 | 0.48 | 东北 | - | - | - | - | |
东部 | 14 | 0.16 | 0.14 | 0.19 | |||||
中部 | 5 | 0.19 | 0.15 | 0.24 | |||||
西部 | 3 | 0.18 | 0.13 | 0.24 | |||||
自杀计划 | 年级 | 6.48 | 1 | 0.01 | 初一 | 3 | 0.05 | 0.04 | 0.05 |
初二 | 3 | 0.06 | 0.05 | 0.08 | |||||
初三 | - | - | - | - | |||||
性别 | 0.09 | 1 | 0.76 | 男生 | 3 | 0.05 | 0.02 | 0.15 | |
女生 | 3 | 0.06 | 0.02 | 0.18 | |||||
自杀企图 (未遂) | 年级 | 1.44 | 2 | 0.49 | 初一 | 4 | 0.03 | 0.02 | 0.05 |
初二 | 4 | 0.04 | 0.03 | 0.06 | |||||
初三 | 3 | 0.05 | 0.03 | 0.07 | |||||
性别 | 2.25 | 1 | 0.13 | 男生 | 5 | 0.03 | 0.02 | 0.04 | |
女生 | 3 | 0.04 | 0.03 | 0.07 | |||||
经济区域 | 1.17 | 1 | 0.28 | 东北 | - | - | - | - | |
东部 | 7 | 0.03 | 0.03 | 0.04 | |||||
中部 | - | - | - | - | |||||
西部 | 3 | 0.04 | 0.03 | 0.05 |
自杀类别 | 调节变量 | 异质性检验 | 类别 | k | 检出率 | 95% CI | |||
---|---|---|---|---|---|---|---|---|---|
QB | df | p | 下限 | 上限 | |||||
自杀意念 | 测量工具 | 14.85 | 1 | <0.001 | 单条目迫选 | 17 | 0.19 | 0.17 | 0.22 |
SIOSS | 6 | 0.11 | 0.09 | 0.14 | |||||
年级 | 2.09 | 2 | 0.35 | 初一 | 8 | 0.14 | 0.12 | 0.17 | |
初二 | 8 | 0.16 | 0.14 | 0.19 | |||||
初三 | 5 | 0.17 | 0.13 | 0.20 | |||||
性别 | 3.15 | 1 | 0.08 | 男生 | 8 | 0.16 | 0.12 | 0.21 | |
女生 | 8 | 0.22 | 0.17 | 0.28 | |||||
经济区域 | 1.47 | 2 | 0.48 | 东北 | - | - | - | - | |
东部 | 14 | 0.16 | 0.14 | 0.19 | |||||
中部 | 5 | 0.19 | 0.15 | 0.24 | |||||
西部 | 3 | 0.18 | 0.13 | 0.24 | |||||
自杀计划 | 年级 | 6.48 | 1 | 0.01 | 初一 | 3 | 0.05 | 0.04 | 0.05 |
初二 | 3 | 0.06 | 0.05 | 0.08 | |||||
初三 | - | - | - | - | |||||
性别 | 0.09 | 1 | 0.76 | 男生 | 3 | 0.05 | 0.02 | 0.15 | |
女生 | 3 | 0.06 | 0.02 | 0.18 | |||||
自杀企图 (未遂) | 年级 | 1.44 | 2 | 0.49 | 初一 | 4 | 0.03 | 0.02 | 0.05 |
初二 | 4 | 0.04 | 0.03 | 0.06 | |||||
初三 | 3 | 0.05 | 0.03 | 0.07 | |||||
性别 | 2.25 | 1 | 0.13 | 男生 | 5 | 0.03 | 0.02 | 0.04 | |
女生 | 3 | 0.04 | 0.03 | 0.07 | |||||
经济区域 | 1.17 | 1 | 0.28 | 东北 | - | - | - | - | |
东部 | 7 | 0.03 | 0.03 | 0.04 | |||||
中部 | - | - | - | - | |||||
西部 | 3 | 0.04 | 0.03 | 0.05 |
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