Journal of East China Normal University(Educational Sciences) ›› 2021, Vol. 39 ›› Issue (10): 77-102.doi: 10.16382/j.cnki.1000-5560.2021.10.007
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Yishan Li1, Jinsong Liu2
Online:
2021-10-20
Published:
2021-09-27
Yishan Li, Jinsong Liu. Relatives are not Avoided When Talents are Demanded: Does Insider Characteristics Reduce the Quality and Influence of Academic Papers? Examples from Mainland China[J]. Journal of East China Normal University(Educational Sciences), 2021, 39(10): 77-102.
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分样本 | 2001—2003 | 2004—2006 | 2007—2009 | 2010—2012 | 2013—2015 | 2016—2019 | 总计 |
CSSCI来源 | 17481 | 21892 | 26818 | 22480 | 20636 | 24391 | 133698 |
内/外数量 | 1641/15840 | 2033/19859 | 2191/24627 | 2092/20388 | 1739/18897 | 1850/22541 | 11546/112152 |
CSSCI扩展 | 无 | 无 | 8134 | 13916 | 11493 | 13149 | 46692 |
内/外数量 | 无 | 无 | 682/7452 | 868/13048 | 654/10839 | 796/12353 | 3000/43692 |
北大核心 | 19666 | 47458 | 56638 | 50976 | 61712 | 63036 | 299486 |
内/外数量 | 1118/18548 | 1924/45534 | 1620/55018 | 1808/49168 | 2410/59302 | 2488/60548 | 11368/288118 |
普通期刊 | 56403 | 54113 | 62571 | 79828 | 88499 | 102611 | 444025 |
内/外数量 | 5889/50514 | 6100/48013 | 7252/55319 | 7890/71938 | 7500/80999 | 8298/94313 | 41929/401096 |
总计 | 93550 | 123463 | 154161 | 167200 | 182340 | 203187 | 923901 |
内/外数量 | 8648/84902 | 10057/113406 | 11745/142416 | 12658/154542 | 12303/170037 | 13432/189755 | 67843/845058 |
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变量 | 含义 | 变量 | 含义 |
摘要长度 | 论文摘要字数(及其平方项) | 关键词数 | 论文关键词数(及其平方项) |
论文页数 | 依同年《教育研究》做标准化调整 (及其平方项) | 作者人数 | 论文的作者人数(及其平方项) |
参考文献 | 参考文献的数量(及其平方项) | 标题长度 | 论文标题字数(及其平方项) |
标题类型 | 副标题结构,是=1,否=0 | 核心作者 | 以期刊类别分3年一段后进行识别, 是=1,否=0 |
发表时段 | 分年初、年中和年末,标记为1/2/3 | 刊内位置 | 分刊首、刊中和刊尾,标记为1/2/3 |
月份对数 | 发表时间距获取时间间隔的对数 (及其平方项) | 所处地域 | 归类至地市级行政区,格式为“A省a市” |
匿名审稿 | 以期刊发布匿名审稿通知为准 | 研究领域 | 依中图分类号分570类,优先排序第一与教育类 |
论文类别 | 实证=1,思辨=0,机器学习分类 | 影响因子 | 两年期标准复合影响因子,收集自中国知网 |
单位类型 | 分44类,以校院二级的层级和性质划分 | 研究资助 | 是否有研究资助及其类别,分5类 |
人大复印 | 获得转载=1,未获转载=0,目录匹配 | 期刊*年份*月份 | 发表期刊*发表年份*发表月份的交互项 |
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分样本 | 内/外指标 | 2001—2003 | 2004—2006 | 2007—2009 | 2010—2012 | 2013—2015 | 2016—2019 |
CSSCI来源 | 篇均下载 | 689.94/436.58 | 725.02/558.51 | 768.81/635.81 | 886.64/794.89 | 982.81/933.78 | 814.02/706.42 |
篇均引用 | 35.83/22.89 | 25.08/20.79 | 17.86/16.35 | 16.69/17.37 | 16.81/17.31 | 8.81/7.17 | |
百分比% | 9.39/90.61 | 9.29/90.71 | 8.17/91.83 | 9.31/90.69 | 8.43/91.57 | 7.58/92.42 | |
CSSCI扩展 | 篇均下载 | 无 | 无 | 421.79/383.83 | 408.47/400.31 | 441.02/423.67 | 310.10/376.35 |
篇均引用 | 10.67/8.92 | 8.91/8.35 | 8.73/7.95 | 2.71/4.05 | |||
百分比% | 8.38/91.62 | 6.24/93.76 | 5.69/94.31 | 6.05/93.95 | |||
北大核心 | 篇均下载 | 200.15/146.23 | 349.11/215.87 | 341.30/234.78 | 286.54/249.16 | 245.09/223.47 | 236.07/228.53 |
篇均引用 | 6.99/5.49 | 10.72/7.11 | 8.58/5.77 | 5.06/4.99 | 4.37/3.77 | 2.53/2.34 | |
百分比% | 5.68/94.32 | 4.05/95.95 | 2.86/97.14 | 3.55/96.45 | 3.91/96.09 | 3.95/96.05 | |
普通期刊 | 篇均下载 | 147.28/121.47 | 206.91/187.23 | 221.83/203.03 | 198.64/181.27 | 158.35/136.75 | 136.37/155.06 |
篇均引用 | 5.20/4.32 | 6.22/5.80 | 4.89/4.25 | 3.99/3.51 | 2.78/2.37 | 1.67/1.63 | |
百分比% | 10.44/89.56 | 11.27/88.73 | 11.59/88.41 | 9.88/90.12 | 8.47/91.53 | 8.09/91.91 |
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基准OLS | CSSCI来源 | CSSCI扩展 | 北大核心 | 普通期刊 | ||||||||
时段/因变量 | 影响力 | 质量 | 影响力 | 质量 | 影响力 | 质量 | 影响力 | 质量 | ||||
2001—2003 | ?0.045 (0.047) | ?0.038 (0.038) | 无 | 无 | 0.028 (0.053) | 0.01 (0.049) | ?0.084*** (0.022) | ?0.073*** (0.019) | ||||
2004—2006 | ?0.07** (0.028) | ?0.088* (0.043) | 无 | 无 | 0.028 (0.028) | 0.018 (0.039) | ?0.021 (0.017) | ?0.017 (0.016) | ||||
2007—2009 | ?0.075*** (0.028) | ?0.061** (0.038) | 0.003 (0.044) | 0.062 (0.051) | 0.043 (0.037) | 0.049 (0.042) | ?0.018 (0.019) | ?0.019 (0.014) | ||||
2010—2012 | ?0.038 (0.027) | ?0.042 (0.034) | ?0.08** (0.03) | ?0.024 (0.028) | ?0.022 (0.032) | ?0.014 (0.035) | ?0.038** (0.018) | 0.002 (0.015) | ||||
2013—2015 | 0.011 (0.027) | 0.051 (0.033) | ?0.061** (0.029) | ?0.036 (0.042) | ?0.07** (0.03) | ?0.019 (0.019) | ?0.01 (0.016) | 0.003 (0.013) | ||||
2016—2019 | 0.021 (0.02) | 0.084*** (0.022) | ?0.043 (0.041) | ?0.013 (0.034) | ?0.043* (0.025) | ?0.015 (0.02) | ?0.015 (0.015) | 0.005 (0.009) |
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Tobit模型 | CSSCI来源 | CSSCI扩展 | 北大核心 | 普通期刊 | ||||||||
时段/因变量 | 影响力 | 质量 | 影响力 | 质量 | 影响力 | 质量 | 影响力 | 质量 | ||||
2001—2003 | ?0.044 (0.048) | ?0.043 (0.046) | 无 | 无 | 0.028 (0.053) | 0.058 (0.071) | ?0.084*** (0.022) | ?0.085*** (0.03) | ||||
2004—2006 | ?0.07** (0.028) | ?0.094** (0.048) | 无 | 无 | 0.028 (0.031) | 0.051 (0.049) | ?0.021 (0.017) | ?0.014 (0.022) | ||||
2007—2009 | ?0.075*** (0.027) | ?0.069* (0.042) | 0.003 (0.044) | 0.057 (0.055) | 0.043 (0.037) | 0.053 (0.049) | ?0.018 (0.019) | ?0.023 (0.019) | ||||
2010—2012 | ?0.037 (0.027) | ?0.053 (0.038) | ?0.08** (0.03) | ?0.024 (0.032) | ?0.026 (0.043) | ?0.014 (0.035) | ?0.038** (0.018) | 0.004 (0.019) | ||||
2013—2015 | 0.012 (0.027) | 0.046 (0.036) | ?0.061** (0.048) | ?0.055 (0.042) | ?0.07** (0.03) | ?0.019 (0.025) | ?0.01 (0.016) | 0.008 (0.018) | ||||
2016—2019 | 0.021 (0.02) | 0.116*** (0.023) | ?0.043 (0.041) | ?0.043 (0.048) | ?0.043* (0.025) | ?0.02 (0.32) | ?0.02 (0.015) | ?0.002 (0.016) |
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KHB模型 | CSSCI来源 | CSSCI扩展 | 北大核心 | 普通期刊 | ||||
2001—2003 | ?0.038 ?0.028 | ?0.01 73.68% | 无 | 0.01 0.013 | ?0.003 433.33% | ?0.073*** ?0.023** | ?0.051*** 31.51% | |
2004—2006 | ?0.088*** ?0.068** | ?0.02 77.27% | 无 | 0.017 0.018 | ?0.001 1800% | ?0.019 ?0.009 | 0.010 90% | |
2007—2009 | ?0.061** ?0.079*** | 0.017 464.71% | 0.062* 0.003 | 0.059 5.09% | 0.049** 0.03 | 0.019 61.23% | ?0.02* ?0.007 | ?0.013 35% |
2010—2012 | ?0.042** ?0.042** | 0.000 100% | ?0.024 ?0.075*** | 0.051* 147.06% | ?0.01 ?0.011 | 0.001 1100% | 0.002 ?0.015* | 0.017 88% |
2013—2015 | 0.05*** 0.013 | 0.037** 26% | ?0.036 ?0.057** | 0.022 259.09% | ?0.019 ?0.037** | 0.028 132.14% | 0.003 0.000 | 0.003 0% |
2016—2019 | 0.084*** 0.015 | 0.069*** 17.86% | ?0.013 ?0.027 | 0.014 192.86% | ?0.015 ?0.01 | ?0.005 200% | 0.005 ?0.005 | 0.01 200% |
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目录 | 区间(%) | 2001—2003 | 2004—2006 | 2007—2009 | 2010—2012 | 2013—2015 | 2016—2019 |
CSSCI来源 | 0-25 | 4.25/6.06 | 6.83/8.22 | 6.55/7.7 | 8.72/11.28 | 7.58/9.25 | 5.48/7.22 |
25-50 | 9.31/7.94 | 8.62/8.62 | 7.09/7.62 | 8.42/8.26 | 7.81/7.54 | 7.5/7.32 | |
50-75 | 9.08/10.91 | 9.32/8.94 | 8.64/8.02 | 9.27/8.74 | 8.82/8.55 | 8.64/7.94 | |
75-100 | 14.9/11.95 | 12.37/11.36 | 10.41/9.33 | 10.82/8.95 | 9.5/8.37 | 8.72/7.87 | |
CSSCI扩展 | 0-25 | 无 | 无 | 5.8/6.05 | 5.35/4.83 | 6.75/7.1 | 9.43/9.22 |
25-50 | 8.16/7.92 | 7.19/6.35 | 5 6.3/6.65 | 4.68/5.96 | |||
50-75 | 9.19/8.95 | 6.38/6.67 | 7.52/6.93 | 4.98/4.56 | |||
75-100 | 10.38/10.63 | 6.04/7.1 | 2.16/2.05 | 5.11/4.47 | |||
北大核心 | 0-25 | 4.58/4.45 | 2.18/2.42 | 2.27/2.6 | 3.85/3.88 | 3.74/3.64 | 4.29/4.16 |
25-50 | 6.41/4.47 | 3.33/3.75 | 2.51/2.68 | 3.19/3.56 | 3.6/3.93 | 3.56/3.78 | |
50-75 | 4.29/6.69 | 4.37/4.38 | 2.54/2.66 | 3.15/3.08 | 3.93/4 | 4.03/3.81 | |
75-100 | 7.47/7.12 | 6.33/5.66 | 4.12/3.5 | 4/3.64 | 4.36/4.04 | 3.91/4.03 | |
普通期刊 | 0-25 | 8.7/8.22 | 10.13/9.18 | 10.46/8.9 | 6.89/6.23 | 5.78/6.12 | 6.84/6.81 |
25-50 | 11.2/9.25 | 10.69/10.68 | 11.26/10.96 | 9.57/8.63 | 8.89/7.98 | 8.01/8.3 | |
50-75 | 12.79/11.54 | 11.75/12.91 | 12.12/12.68 | 10.18/10.2 | 9.45/9.33 | 9.12/8.53 | |
75-100 | 13.7/12.75 | 12.55/12.35 | 12.49/12.93 | 10.39/11.29 | 9.83/10.42 | 8.39/8.7 |
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