Journal of East China Normal University(Educational Sciences) ›› 2024, Vol. 42 ›› Issue (9): 13-32.doi: 10.16382/j.cnki.1000-5560.2024.09.002
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Bin Huang, Ruxian Yun, Kailin Wu
Accepted:
2024-05-09
Online:
2024-09-01
Published:
2024-08-24
Bin Huang, Ruxian Yun, Kailin Wu. Impact of Cognitive Skills Distribution on National Economic Growth: New Empirical Evidence from the Building of a Powerful Country in Education[J]. Journal of East China Normal University(Educational Sciences), 2024, 42(9): 13-32.
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变量 | 2000—2020年 | 2000—2010年 | 2010—2020年 | |||||||||
均值 | 标准差 | N | 均值 | 标准差 | N | 均值 | 标准差 | N | ||||
学生认知技能 | 均值 | 452.387 | 60.609 | 73 | 457.987 | 61.381 | 63 | 455.677 | 56.976 | 70 | ||
变异系数 | 0.199 | 0.026 | 73 | 0.201 | 0.032 | 63 | 0.195 | 0.021 | 70 | |||
偏态值 | ?0.007 | 0.169 | 73 | ?0.048 | 0.179 | 63 | 0.007 | 0.151 | 70 | |||
成人认知技能 | 均值 | 235.860 | 37.897 | 73 | 238.356 | 38.131 | 63 | 239.787 | 35.366 | 70 | ||
变异系数 | 0.235 | 0.078 | 73 | 0.227 | 0.086 | 63 | 0.236 | 0.064 | 70 | |||
偏态值 | ?0.330 | 0.282 | 73 | ?0.374 | 0.314 | 63 | ?0.315 | 0.276 | 70 |
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数据 | 来源 | 说明 |
人均GDP与年均增长率和 人口规模与增长率 | 佩恩世界数据表10.01版 (Penn World Table version 10.01)与 世界银行的世界发展指数(World Development Index,WDI) | 提供1950—2020年183个国家和地区的 购买力平价GDP等数据。 |
移民人口 | 联合国经济和社会事务部(United Nations Department of Economic and Social Affairs) | 提供1995—2020年(5年间隔)世界 各国和地区的移民人数数据。 |
高等教育数量: 毛入学率 | WDI | 提供1970—2022年249个国家和地区的 毛入学率数据。 |
高等教育质量: 人均优质高教资源 | 泰晤士高等教育世界大学排名(Times Higher Education World University Rankings) | 提供2011—2024年109个国家和地区的入选大学得分及排名数据。 |
其他控制变量 | WDI | 提供通货膨胀、自然资源贡献率、 外资规模等数据。 |
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变量 | 均值 | 标准差 | N |
人均GDP的年均增长率(%) | |||
2000—2020年 | 3.115 | 1.998 | 73 |
2000—2010年 | 4.377 | 3.224 | 63 |
2010—2020年 | 1.590 | 1.987 | 70 |
人均GDP(购买力平价,万美元) | |||
2000年 | 1.971 | 1.420 | 73 |
2010年 | 2.806 | 1.645 | 70 |
2020年 | 3.229 | 1.935 | 70 |
移民占总人口比重(%) | 10.472 | 9.453 | 70 |
高等教育毛入学率(%) | 64.853 | 19.295 | 70 |
人均优质高等教育资源拥有量 | 21.707 | 28.004 | 70 |
初始人口规模(百万) | 34.248 | 56.234 | 70 |
人口的年均增长率(%) | 0.577 | 0.827 | 70 |
通货膨胀(%) | 2.957 | 3.048 | 69 |
外资规模(亿美元) | ?11.741 | 230.061 | 70 |
自然资源贡献率(%) | 2.965 | 5.491 | 70 |
是否是热带国家和地区 | 0.171 | 0.380 | 70 |
洲: | |||
亚洲 | 0.200 | 0.403 | 70 |
北美洲 | 0.100 | 0.302 | 70 |
南美洲 | 0.100 | 0.302 | 70 |
大洋洲 | 0.029 | 0.168 | 70 |
欧洲 | 0.529 | 0.503 | 70 |
非洲 | 0.043 | 0.204 | 70 |
区域: | |||
东亚和太平洋 | 0.143 | 0.352 | 70 |
欧洲和中亚 | 0.557 | 0.500 | 70 |
拉丁美洲和加勒比 | 0.171 | 0.380 | 70 |
北美 | 0.029 | 0.168 | 70 |
中东和北非 | 0.100 | 0.302 | 70 |
经济发展阶段: | |||
高收入 | 0.586 | 0.496 | 70 |
中上收入 | 0.314 | 0.468 | 70 |
中下及以下收入 | 0.100 | 0.302 | 70 |
"
(1) | (2) | (3) | (4) | (5) | |
2010—2020年人均GDP的年均增长率 | |||||
成人认知技能均值(对数) | 7.883*** | 5.379 | ?6.368 | ||
(2.937) | (6.839) | (11.463) | |||
成人认知技能变异系数 | ?12.892** | ?0.271 | ?12.089 | ||
(5.167) | (11.179) | (15.506) | |||
成人认知技能偏态值 | ?2.960*** | ?2.172* | ?2.427** | ||
(0.988) | (1.103) | (1.196) | |||
初始人均GDP(对数) | ?2.281*** | ?1.513*** | ?1.351*** | ?2.266** | ?2.252 |
(0.718) | (0.480) | (0.370) | (0.885) | (1.529) | |
控制变量 | NO | NO | NO | NO | YES |
热带国家和地区固定效应 | NO | NO | NO | NO | YES |
七大洲固定效应 | NO | NO | NO | NO | YES |
世界银行划分的区域固定效应 | NO | NO | NO | NO | YES |
经济发展阶段固定效应 | NO | NO | NO | NO | YES |
截距项 | ?39.576** | 5.922*** | 1.827*** | ?26.514 | 41.975 |
(15.606) | (1.484) | (0.427) | (38.980) | (65.343) | |
样本量 | 68 | 68 | 68 | 68 | 68 |
拟合优度 | 0.174 | 0.147 | 0.183 | 0.232 | 0.527 |
"
(1) | (2) | (3) | |
2000—2020年人均GDP的年均增长率 | |||
全样本 | 非高收入 | 高收入 | |
成人认知技能均值(对数) | 9.519** | 12.387** | ?2.579 |
(4.480) | (4.683) | (14.049) | |
成人认知技能变异系数 | 0.892 | 3.046 | ?2.499 |
(7.719) | (7.169) | (23.606) | |
成人认知技能偏态值 | 0.240 | 1.121 | ?4.485* |
(0.692) | (0.826) | (2.585) | |
初始人均GDP(对数) | ?3.060*** | ?3.676*** | ?0.628 |
(0.431) | (0.610) | (1.216) | |
截距项 | ?47.765* | ?63.624** | 14.998 |
(25.897) | (26.808) | (80.907) | |
样本量 | 70 | 43 | 27 |
拟合优度 | 0.653 | 0.647 | 0.221 |
"
(1) | (2) | (3) | (4) | |
两期内人均GDP的年均增长率 | ||||
第一期成人认知技能均值(对数) | 8.149*** | 7.506* | ||
(1.814) | (4.127) | |||
成人认知技能均值(对数)的两期增量 | 5.095 | 5.291 | ||
(3.448) | (5.879) | |||
第一期成人认知技能变异系数 | ?11.604*** | 4.465 | ||
(4.088) | (7.174) | |||
成人认知技能变异系数的两期增量 | ?3.724 | 4.004 | ||
(4.945) | (7.108) | |||
第一期成人认知技能偏态值 | ?2.336*** | ?1.447* | ||
(0.590) | (0.744) | |||
成人认知技能偏态值的两期增量 | ?3.689*** | ?2.537*** | ||
(0.651) | (0.741) | |||
初始人均GDP(对数) | ?2.821*** | ?2.277*** | ?2.430*** | ?2.991*** |
(0.309) | (0.266) | (0.214) | (0.377) | |
截距项 | ?40.298*** | 6.831*** | 3.675*** | ?38.065 |
(9.913) | (1.009) | (0.228) | (27.702) | |
样本量 | 57 | 57 | 57 | 57 |
拟合优度 | 0.674 | 0.624 | 0.688 | 0.738 |
"
(1) | (2) | (3) | (4) | (5) | (6) | |
成人认知技能分布偏态值 | ||||||
全样本 | 高收入 | 全样本 | 高收入 | 全样本 | 高收入 | |
学生认知技能分布偏态值 | 0.850*** | 1.349*** | 0.654** | 1.199*** | 0.777*** | 1.258*** |
(0.237) | (0.242) | (0.299) | (0.192) | (0.248) | (0.260) | |
高教规模(毛入学率) | 0.002 | 0.002 | ||||
(0.002) | (0.002) | |||||
高教质量(人均优质高教资源) | ?0.040* | ?0.096** | ||||
(0.024) | (0.038) | |||||
移民占比 | ?0.003* | ?0.003 | ||||
(0.002) | (0.002) | |||||
截距项 | ?0.371*** | ?0.315*** | ?0.398*** | ?0.189 | ?0.343*** | ?0.285*** |
(0.030) | (0.034) | (0.120) | (0.164) | (0.034) | (0.043) | |
样本量 | 34 | 29 | 34 | 29 | 34 | 29 |
拟合优度 | 0.345 | 0.435 | 0.400 | 0.601 | 0.365 | 0.458 |
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