Journal of East China Normal University(Educational Sciences) ›› 2024, Vol. 42 ›› Issue (7): 66-76.doi: 10.16382/j.cnki.1000-5560.2024.07.006
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Lingyu Liu1, Yifan Huang2, Kai Jiang3
Online:
2024-07-01
Published:
2024-06-06
Lingyu Liu, Yifan Huang, Kai Jiang. Research on the Effects of Receiving Higher Education on Health[J]. Journal of East China Normal University(Educational Sciences), 2024, 42(7): 66-76.
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变量名 | 变量解释 | |
因变量 | 自评健康 | 分类变量(1=健康;0=不健康) |
超重状况 | 分类变量(BMI=体重kg /身高的平方m2;0=BMI≤23.9,未超重;1=BMI>24,出现超重) | |
抑郁水平 | 连续变量 | |
认知水平 | 标准化连续变量,包括字词测试和数学测试 | |
自变量 | 个人是否接受高等教育 | 分类变量(1=接受高等教育;0=未接受高等教育) |
控制变量 | 性别 | 分类变量(1=男性;0=女性) |
当前居住地 | 分类变量(1=居住在农村;0=居住在城镇) | |
12岁时户口类型 | 分类变量(1=农业户口;0=非农业户口) | |
年龄 | 连续变量 | |
民族 | 分类变量(1=少数民族;0=汉族;) | |
出生体重 | 连续变量 | |
是否有伴侣 | 分类变量(1=有伴侣;0=无伴侣) | |
兄弟姐妹数 | 连续变量 | |
兄弟姐妹中男孩比例 | 连续变量 | |
父亲受教育程度 | 分类变量(1=文盲或半文盲;2=小学;3=初中;4=高中/中专/技校/职高及以上) | |
12岁时户口所在地 | 分类变量 | |
当前居住省份 | 分类变量 |
"
变量名称 | 自评健康 | 超重状况 | 认知水平 | 抑郁水平 |
接受高等教育 | 1.340*** | 0.861* | 0.746*** | ?0.414*** |
(0.137) | (0.066) | (0.028) | (0.122) | |
男性 | 1.154 | 2.884*** | ?0.003 | ?0.343* |
(0.166) | (0.326) | (0.044) | (0.175) | |
当前居住在农村 | 0.971 | 0.922 | ?0.287*** | 0.102 |
(0.078) | (0.061) | (0.027) | (0.110) | |
少数民族 | 1.368** | 0.924 | ?0.548*** | ?0.284 |
(0.196) | (0.109) | (0.054) | (0.195) | |
有伴侣 | 1.075 | 1.404*** | 0.055 | ?1.017*** |
(0.122) | (0.124) | (0.037) | (0.158) | |
年龄 | 0.948*** | 1.023*** | ?0.016*** | 0.024*** |
(0.006) | (0.005) | (0.002) | (0.009) | |
出生体重 | 1.136*** | 1.164*** | 0.046*** | ?0.168 |
(0.039) | (0.032) | (0.012) | (0.140) | |
兄弟姐妹数 | 1.038 | 0.875*** | 0.036*** | ?0.007 |
(0.038) | (0.027) | (0.013) | (0.050) | |
兄弟姐妹中男孩比例 | 1.073 | 0.663*** | 0.087 | ?0.302 |
(0.193) | (0.095) | (0.058) | (0.234) | |
父亲受教育程度 | ||||
小学 | 1.151 | 1.072 | 0.261*** | ?0.168 |
(0.109) | (0.087) | (0.035) | (0.140) | |
初中 | 1.241** | 0.986 | 0.363*** | ?0.192 |
(0.129) | (0.084) | (0.036) | (0.146) | |
高中及以上 | 0.935 | 1.059 | 0.390*** | ?0.165 |
(0.110) | (0.104) | (0.039) | (0.158) | |
当前居住省份 | 控制 | 控制 | 控制 | 控制 |
常数项 | 16.990*** | 0.085*** | 0.011 | 14.184*** |
(9.449) | (0.034) | (0.218) | (0.646) | |
样本量 | 5420 | 5420 | 3902 | 5380 |
"
变量 | 匹配方法 | 控制组/处理组 | ATT | 标准误 | T值 |
自评健康 | K近邻匹配 | 4102/1486 | 0.036 | 0.016 | 2.21** |
半径匹配 | 4102/1486 | 0.040 | 0.015 | 2.65*** | |
核匹配 | 4102/1486 | 0.040 | 0.015 | 2.66*** | |
超重状况 | K近邻匹配 | 4102/1486 | ?0.081 | 0.022 | ?3.8*** |
半径匹配 | 4102/1486 | ?0.080 | 0.019 | ?4.11*** | |
核匹配 | 4102/1486 | ?0.080 | 0.020 | ?4.12*** | |
认知水平 | K近邻匹配 | 2828/866 | 0.776 | 0.037 | 21.05*** |
半径匹配 | 2828/866 | 0.763 | 0.035 | 21.76*** | |
核匹配 | 2828/866 | 0.763 | 0.035 | 21.73*** | |
抑郁水平 | K近邻匹配 | 3962/1454 | ?0.445 | 0.158 | ?2.82*** |
半径匹配 | 3962/1454 | ?0.460 | 0.146 | ?3.15*** | |
核匹配 | 3962/1454 | ?0.462 | 0.146 | ?3.15*** |
"
变量 | 匹配方法 | 控制组/处理组 | ATT | 标准误 | T值 |
自评健康 | 半径匹配 | 4142/730 | 0.036 | 0.016 | 2.25** |
核匹配 | 4142/730 | 0.036 | 0.016 | 2.19** | |
马氏匹配 | 4142/730 | 0.047 | 0.019 | 2.51** | |
超重状况 | 半径匹配 | 4142/730 | ?0.077 | 0.021 | ?3.61*** |
核匹配 | 4142/730 | ?0.078 | 0.215 | ?3.61*** | |
马氏匹配 | 4142/730 | ?0.084 | 0.024 | ?3.52*** | |
认知水平 | 半径匹配 | 3021/454 | 0.608 | 0.036 | 16.88*** |
核匹配 | 3021/454 | 0.604 | 0.036 | 16.72*** | |
马氏匹配 | 3021/454 | 0.574 | 0.357 | 16.08*** | |
抑郁水平 | 半径匹配 | 4003/710 | ?0.358 | 0.156 | ?2.29** |
核匹配 | 4003/710 | ?0.355 | 0.156 | ?2.28** | |
马氏匹配 | 4003/710 | ?0.309 | 0.190 | ?1.63 |
"
变量 | 匹配方法 | 控制组/处理组 | ATT | 标准差 | T值 |
自评健康 | K近邻匹配 | 3281/624 | 0.090 | 0.031 | 2.87*** |
半径匹配 | 3281/624 | 0.065 | 0.022 | 2.93*** | |
核匹配 | 3281/624 | 0.064 | 0.022 | 2.88*** | |
超重状况 | K近邻匹配 | 3281/624 | ?0.079 | 0.039 | ?2.02** |
半径匹配 | 3281/624 | ?0.070 | 0.029 | ?2.43** | |
核匹配 | 3281/624 | ?0.070 | 0.029 | ?2.41** | |
认知水平 | K近邻匹配 | 3222/617 | 0.920 | 0.062 | 14.81*** |
半径匹配 | 3222/617 | 0.933 | 0.048 | 19.38*** | |
核匹配 | 3222/617 | 0.929 | 0.048 | 19.28*** | |
抑郁水平 | K近邻匹配 | 2495/361 | ?0.646 | 0.297 | ?2.18** |
半径匹配 | 2495/361 | ?0.634 | 0.212 | ?3.00*** | |
核匹配 | 2495/361 | ?0.642 | 0.212 | ?3.03*** |
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