研究数据普通数据
中介效应与调节效应检验案例合集
数据摘要
资料汇集中介效应、调节效应及有调节的中介模型相关案例，包含检验结果、Bootstrap分析和配套示例资料。可用于学习效应路径检验、结果解释与实证报告表达，具体操作需结合对应案例的软件与模型设定。
基本信息
| 数据频率 | 年度 |
|---|---|
| 当前预览样本量 | 17592 行 |
| 文件格式 | Excel / Stata / CSV / Stata代码 / PDF / Word / ZIP / RAR |
| 文件包大小 | 136.27 MB |
| 包含内容 | 数据表28份、代码32份、文档64份、图片4份、压缩文件2份、其他文件14份 |
| 所属分类 |
样本年份分布
合计 17,592 行 · 7 个年份
2010
2011
2012
2013
2014
2015
2016
查看年份明细
| 年份 | 样本量 |
|---|---|
| 2010 | 2,011 |
| 2011 | 2,293 |
| 2012 | 2,447 |
| 2013 | 2,449 |
| 2014 | 2,573 |
| 2015 | 2,796 |
| 2016 | 3,023 |
测算方法
中介效应分析通过联合估计中介变量方程和结果变量方程，识别自变量经中介变量传导的间接效应，并由相关路径系数的乘积计算效应大小。调节效应分析在模型中加入调节变量及交互项，考察自变量或中介变量的影响是否随调节变量取值变化。对于被调节的中介效应，分别在调节变量均值、均值减一个标准差和均值加一个标准差处计算条件间接效应；两个调节变量的模型考察相应的九种取值组合。采用结构方程模型获取路径系数，通过Delta方法或Bootstrap计算标准误与置信区间，Bootstrap示例采用500次重复，并报告百分位及偏差校正置信区间。资料包含多种中介、调节和条件过程模型，应按各案例的路径设定构建方程。
以下字段、样本量及样本仅对应当前展示的数据表，不代表资料包全部文件。查看文件结构
字段列表共 15 个字段
| 字段 | 含义 / 说明 | 类型 | 均值 | 标准差 | 最小值 | 最大值 | 缺失率 |
|---|---|---|---|---|---|---|---|
stkcd | — | 整数 | 279402.707 | 275637.3131 | 1 | 603999 | 0.0000% |
year | — | 整数 | 2013.236926 | 1.990462349 | 2010 | 2016 | 0.0000% |
y | 企业环境战略 | 数值 | 0.5483398374 | 0.9566598875 | 0 | 4.094344616 | 0.0000% |
x | 高管团队环境注意力 | 数值 | 1.960466918 | 4.530579041 | 0 | 14.59306335 | 0.0000% |
med1 | — | 数值 | 6.636783267 | 6.882807489 | 0 | 17.29119682 | 0.0000% |
med2 | — | 数值 | 0.1575884549 | 0.1201675565 | 0 | 0.5583392382 | 0.0000% |
SIZE | Size | 数值 | 22.00120075 | 1.407050356 | 19.073349 | 27.02794266 | 0.0000% |
ROA | — | 数值 | 3.837904677 | 5.562451938 | -22.43138695 | 20.60688782 | 0.0000% |
LEV | Leverage | 数值 | 44.02380585 | 23.09746039 | 4.6918 | 109.9531 | 0.0000% |
ATTR | StateOwned | 整数 | 0.386482492 | 0.4869571384 | 0 | 1 | 0.0000% |
TOP1 | Top1 | 数值 | 35.24312351 | 15.35627637 | 0.289999992 | 89.98999786 | 0.0000% |
ACADEMIC | — | 整数 | 0.386482492 | 0.8371221162 | 0 | 13 | 0.0000% |
MARKET | market | 数值 | 7.870911412 | 1.901479928 | -0.3 | 10.76846083 | 0.0000% |
IND | group(ind_a) | 整数 | 5.065541155 | 3.592191386 | 1 | 18 | 0.0000% |
公众号【马克数据网】 | www.macrodatas.cn | — | — | — | — | — | 100.0000% |
数据样本预览
资料样本（部分数据）
仅可预览前100 行、100 列，滚动查看其余行列，完整数据以下载文件为准。
| stkcd | year | y | x | med1 | med2 | SIZE | ROA | LEV | ATTR | TOP1 | ACADEMIC | MARKET | IND |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | 2010 | 0 | 0 | 0 | 0.0560817271471 | 27.0279426575 | 0.863624215126 | 95.3941 | 0 | 14.96000004 | 0 | 7.73 | 10 |
| 1 | 2011 | 0 | 0 | 0 | 0.00189960177522 | 27.0279426575 | 0.825834989548 | 94.0087 | 0 | 42.15999985 | 0 | 7.91 | 10 |
| 1 | 2012 | 0.693147182465 | 0 | 0 | 0.00113599060569 | 27.0279426575 | 0.840986192226 | 94.7216 | 0 | 42.15999985 | 1 | 8.37 | 10 |
| 1 | 2013 | 0 | 0 | 0 | 0.000861209875438 | 27.0279426575 | 0.805131793022 | 94.0752 | 0 | 50.20000076 | 1 | 8.69 | 10 |
| 1 | 2014 | 0 | 0 | 0 | 1.75498153112e-05 | 27.0279426575 | 0.905664861202 | 94.0109 | 0 | 50.20000076 | 1 | 9.35 | 10 |
| 1 | 2015 | 0 | 0 | 0 | 0 | 27.0279426575 | 0.872105777264 | 93.5584 | 0 | 49.56000137 | 0 | 9.94245816705 | 10 |
| 1 | 2016 | 1.0986123085 | 0 | 0 | 0 | 27.0279426575 | 0.765178143978 | 93.1547 | 0 | 49.56000137 | 0 | 10.5607835444 | 10 |
| 2 | 2010 | 0 | 0 | 0 | 0.475606888533 | 26.0968666077 | 4.09928226471 | 74.6861 | 0 | 14.72999954 | 2 | 7.73 | 11 |
| 2 | 2011 | 0 | 0 | 0 | 0.477458655834 | 26.4143276215 | 3.91603398323 | 77.0997 | 0 | 14.72999954 | 3 | 7.91 | 11 |
| 2 | 2012 | 0 | 0 | 0 | 0.488851904869 | 26.6602802277 | 4.13476896286 | 78.3163 | 0 | 14.72000027 | 3 | 8.37 | 11 |
| 2 | 2013 | 0.693147182465 | 0 | 0 | 0.531242668629 | 26.8953933716 | 3.81831359863 | 77.997 | 0 | 14.69999981 | 3 | 8.69 | 11 |
| 2 | 2014 | 0 | 0 | 0 | 0.524814724922 | 26.9545516968 | 3.79370236397 | 77.2046 | 0 | 14.90999985 | 3 | 9.35 | 11 |
| 2 | 2015 | 0 | 0 | 0 | 0.501155495644 | 27.0279426575 | 4.24498748779 | 77.7015 | 0 | 15.22999954 | 1 | 9.94245816705 | 11 |
| 2 | 2016 | 0 | 0 | 0 | 0.501546382904 | 27.0279426575 | 3.41292190552 | 80.5367 | 0 | 15.23999977 | 1 | 10.5607835444 | 11 |
| 4 | 2010 | 0 | 0 | 0 | 0.0746415629983 | 19.073348999 | 10.9658746719 | 29.8574 | 0 | 26.10000038 | 2 | 7.73 | 3 |
| 4 | 2011 | 0 | 0 | 0 | 0.1300252527 | 19.0951919556 | 4.68300056458 | 29.4935 | 0 | 26.10000038 | 1 | 7.91 | 3 |
| 4 | 2012 | 0 | 0 | 0 | 0.111560687423 | 19.077753067 | 4.05063533783 | 23.2528 | 0 | 26.10000038 | 1 | 8.37 | 3 |
| 4 | 2013 | 0 | 0 | 0 | 0.306348562241 | 19.3050765991 | 2.39384675026 | 40.3239 | 0 | 26.10000038 | 1 | 8.69 | 3 |
| 4 | 2014 | 0 | 0 | 11.5273313522 | 0.381260216236 | 19.6393928528 | 4.61886453629 | 53.4754 | 0 | 26.10000038 | 0 | 9.35 | 3 |
| 4 | 2015 | 0 | 11.4871053696 | 8.29430007935 | 0.0185049492866 | 19.803653717 | 1.71999180317 | 59.0402 | 0 | 28.42000008 | 0 | 9.94245816705 | 3 |
| 4 | 2016 | 0 | 0 | 8.29430007935 | 0.0445845834911 | 19.2258892059 | 17.7529830933 | 20.3456 | 0 | 28.42000008 | 0 | 10.5607835444 | 3 |
| 5 | 2010 | 0 | 0 | 0 | 0.0583764128387 | 20.9807014465 | -0.342173606157 | 47.796 | 0 | 20.14999962 | 0 | 7.73 | 14 |
| 5 | 2011 | 0 | 0 | 0 | 0.209717094898 | 20.9548435211 | 0.905503451824 | 47.6484 | 0 | 20.14999962 | 0 | 7.91 | 14 |
| 5 | 2012 | 0 | 0 | 0 | 0.249302580953 | 21.0006713867 | 1.66868054867 | 48.3142 | 0 | 20.14999962 | 0 | 8.37 | 14 |
| 5 | 2013 | 0 | 0 | 0 | 0.192586421967 | 20.8960876465 | -3.56241226196 | 47.4831 | 0 | 20.14999962 | 0 | 8.69 | 14 |
| 5 | 2014 | 0 | 0 | 15.4916830063 | 0.179937571287 | 21.0356388092 | 3.15834403038 | 50.9964 | 0 | 20.14999962 | 0 | 9.35 | 14 |
| 5 | 2015 | 0 | 11.0021162033 | 14.8484048843 | 0.17632240057 | 21.5089969635 | -2.46269369125 | 44.704 | 0 | 17.40999985 | 0 | 9.94245816705 | 14 |
| 5 | 2016 | 0 | 13.7746896744 | 0 | 0.199060112238 | 21.6503925323 | 4.62807798386 | 46.3708 | 0 | 17.40999985 | 0 | 10.5607835444 | 14 |
| 6 | 2010 | 0 | 0 | 0 | 0.278245210648 | 22.8713359833 | 5.79420566559 | 70.1421 | 1 | 19.93000031 | 2 | 7.73 | 11 |
| 6 | 2011 | 0 | 0 | 0 | 0.375811815262 | 22.8421649933 | 5.2165145874 | 65.2855 | 1 | 19.93000031 | 1 | 7.91 | 11 |
| 6 | 2012 | 0 | 0 | 0 | 0.186509430408 | 22.9579391479 | 6.73805427551 | 62.0165 | 1 | 19.93000031 | 1 | 8.37 | 11 |
| 6 | 2013 | 0 | 0 | 0 | 0.223839089274 | 23.0226612091 | 7.00238656998 | 57.9972 | 1 | 20.30999947 | 1 | 8.69 | 11 |
| 6 | 2014 | 0 | 0 | 0 | 0.169711515307 | 23.1873931885 | 4.36011314392 | 64.142 | 1 | 21.93000031 | 0 | 9.35 | 11 |
| 6 | 2015 | 0 | 0 | 0 | 0.216261461377 | 23.2651443481 | 3.4540541172 | 64.6151 | 1 | 21.93000031 | 0 | 9.94245816705 | 11 |
| 6 | 2016 | 0 | 0 | 0 | 0.183898732066 | 23.3012371063 | 6.10366725922 | 61.0499 | 1 | 21.93000031 | 1 | 10.5607835444 | 11 |
| 7 | 2010 | 0 | 0 | 0 | 0.0695958957076 | 19.6219139099 | 6.52790307999 | 109.8531 | 0 | 21.73999977 | 0 | 7.73 | 11 |
| 7 | 2011 | 0 | 0 | 0 | 0.312161624432 | 19.7083015442 | 2.29309892654 | 19.342 | 0 | 17.40999985 | 0 | 7.91 | 11 |
| 7 | 2012 | 0 | 0 | 0 | 0.0481793880463 | 20.4871387482 | 0.561404168606 | 62.4158 | 0 | 17.40999985 | 0 | 8.37 | 11 |
| 7 | 2013 | 0 | 0 | 0 | 0.257386893034 | 20.3039741516 | 2.86391806602 | 46.2754 | 0 | 17.40999985 | 0 | 8.69 | 11 |
| 7 | 2014 | 0 | 0 | 0 | 0.0168123617768 | 20.3389625549 | -4.90254211426 | 47.4294 | 0 | 13.42000008 | 1 | 9.35 | 11 |
| 7 | 2015 | 0 | 0 | 0 | 0.0144754257053 | 19.9900550842 | 2.75600552559 | 22.3847 | 0 | 15.17000008 | 0 | 9.94245816705 | 11 |
| 7 | 2016 | 0 | 0 | 0 | 0.0241409055889 | 20.0584487915 | 15.8579092026 | 14.9962 | 0 | 13.52999973 | 0 | 10.5607835444 | 11 |
| 8 | 2010 | 0 | 0 | 0 | 0.0165878627449 | 19.073348999 | 1.14066851139 | 4.6918 | 0 | 23.14999962 | 0 | 7.66 | 3 |
| 8 | 2011 | 0 | 0 | 0 | 0.0785020813346 | 19.073348999 | -0.698440670967 | 4.6918 | 0 | 23.14999962 | 0 | 7.83 | 3 |
| 8 | 2012 | 0 | 0 | 0 | 0.0668305456638 | 20.2352275848 | 6.37457513809 | 11.8931 | 0 | 62.70999908 | 0 | 8.31 | 3 |
| 8 | 2013 | 0 | 0 | 0 | 0.0708353146911 | 20.2558612823 | 3.63182425499 | 10.0605 | 0 | 62.70999908 | 0 | 8.7 | 3 |
| 8 | 2014 | 0 | 0 | 13.8953533173 | 0.0973506048322 | 20.3287830353 | 1.1522372961 | 11.2276 | 0 | 51.47999954 | 0 | 9.08 | 3 |
| 8 | 2015 | 0 | 13.8152770996 | 16.2147102356 | 0.079938493669 | 22.0012378693 | 5.29089975357 | 18.9809 | 0 | 28.21999931 | 0 | 9.39147596711 | 3 |
| 8 | 2016 | 0 | 13.5672559738 | 14.8645124435 | 0.0724399015307 | 22.8265037537 | 6.47581911087 | 24.6583 | 0 | 12.46000004 | 0 | 9.75080959759 | 3 |
| 9 | 2010 | 0 | 0 | 15.7018728256 | 0.131875991821 | 23.0283126831 | 4.40508317947 | 62.953 | 0 | 8.43999958 | 1 | 7.73 | 18 |
| 9 | 2011 | 0 | 0 | 16.5631923676 | 0.126720011234 | 23.1901473999 | 3.22796010971 | 65.0402 | 0 | 11.96000004 | 1 | 7.91 | 18 |
| 9 | 2012 | 0 | 0 | 16.374048233 | 0.123056933284 | 23.3013076782 | 2.33310627937 | 64.3669 | 0 | 12.34000015 | 1 | 8.37 | 18 |
| 9 | 2013 | 0 | 12.8076553345 | 16.1611919403 | 0.125054776669 | 23.3342037201 | 3.26298642159 | 62.8798 | 0 | 12.34000015 | 1 | 8.69 | 18 |
| 9 | 2014 | 0 | 14.1375951767 | 16.3401279449 | 0.106632255018 | 23.4128456116 | 3.20905089378 | 62.8934 | 0 | 12.34000015 | 1 | 9.35 | 18 |
| 9 | 2015 | 0 | 13.9266052246 | 16.2384300232 | 0.0894720032811 | 23.6199474335 | 5.1197180748 | 63.8202 | 0 | 11.90999985 | 1 | 9.94245816705 | 18 |
| 9 | 2016 | 0 | 12.0287446976 | 16.5637817383 | 0.117890179157 | 23.7970199585 | 1.93998765945 | 62.3791 | 0 | 11.90999985 | 1 | 10.5607835444 | 18 |
| 10 | 2010 | 0 | 0 | 0 | 0.332053482533 | 19.1730461121 | 1.80605208874 | 59.742 | 0 | 24.06999969 | 0 | 7.73 | 5 |
| 10 | 2011 | 0 | 0 | 13.5923681259 | 0.332549065351 | 19.2888641357 | 3.51488661766 | 60.644 | 0 | 24.06999969 | 0 | 7.91 | 5 |
| 10 | 2012 | 0 | 0 | 10.8197984695 | 0.171558946371 | 19.2952308655 | 1.4986191988 | 60.2239 | 0 | 24.06999969 | 0 | 8.37 | 5 |
| 10 | 2013 | 0 | 0 | 0 | 0.145678088069 | 20.7506771088 | 0.370772361755 | 35.8152 | 0 | 29.98999977 | 1 | 8.69 | 5 |
| 10 | 2014 | 0 | 0 | 0 | 0.141336739063 | 20.5053806305 | -9.3654088974 | 31.4128 | 0 | 29.98999977 | 1 | 9.35 | 5 |
| 10 | 2015 | 0 | 0 | 0 | 0.178831025958 | 22.3670387268 | 0.627038121223 | 57.818 | 0 | 21.51000023 | 1 | 9.94245816705 | 5 |
| 10 | 2016 | 0 | 0 | 0 | 0.294340074062 | 22.3054885864 | 0.800189316273 | 54.3325 | 0 | 21.51000023 | 1 | 10.5607835444 | 5 |
| 11 | 2010 | 0 | 0 | 0 | 0.113080963492 | 21.7925453186 | 6.00692176819 | 69.9635 | 1 | 54.22000122 | 0 | 7.73 | 11 |
| 11 | 2011 | 0 | 0 | 0 | 0.24719658494 | 21.9759178162 | 7.35685396194 | 67.6791 | 1 | 54.31000137 | 0 | 7.91 | 11 |
| 11 | 2012 | 0 | 0 | 0 | 0.105022765696 | 22.0971603394 | 9.48747253418 | 61.9304 | 1 | 54.33000183 | 0 | 8.37 | 11 |
| 11 | 2013 | 0 | 0 | 0 | 0.0525594167411 | 22.0773601532 | 7.76712989807 | 53.4334 | 1 | 54.33000183 | 0 | 8.69 | 11 |
| 11 | 2014 | 0 | 0 | 0 | 0.192680433393 | 22.0799484253 | 10.7511644363 | 46.5632 | 1 | 54.33000183 | 0 | 9.35 | 11 |
| 11 | 2015 | 0 | 0 | 0 | 0.398422837257 | 22.2002601624 | 3.58055782318 | 52.0347 | 1 | 54.33000183 | 0 | 9.94245816705 | 11 |
| 11 | 2016 | 0 | 0 | 0 | 0.187073245645 | 22.6185379028 | 5.33270597458 | 63.7636 | 1 | 54.33000183 | 0 | 10.5607835444 | 11 |
| 12 | 2010 | 1.6094379425 | 0 | 0 | 0.103882245719 | 23.2465610504 | 12.8067932129 | 45.7945 | 0 | 3.690000057 | 0 | 7.73 | 3 |
| 12 | 2011 | 2.39789533615 | 0 | 0 | 0.100371330976 | 23.4499015808 | 8.75258159637 | 52.1906 | 0 | 3.619999886 | 0 | 7.91 | 3 |
| 12 | 2012 | 2.99573230743 | 0 | 0 | 0.0760491341352 | 23.3860263824 | 2.57960152626 | 49.3004 | 0 | 3.619999886 | 1 | 8.37 | 3 |
| 12 | 2013 | 2.56494927406 | 0 | 0 | 0.0705316215754 | 23.4365596771 | 11.1103467941 | 44.2868 | 0 | 3.619999886 | 1 | 8.69 | 3 |
| 12 | 2014 | 2.56494927406 | 0 | 0 | 0.0664679482579 | 23.4390735626 | 6.21668767929 | 42.7561 | 0 | 3.619999886 | 1 | 9.35 | 3 |
| 12 | 2015 | 0.693147182465 | 0 | 0 | 0.0776937454939 | 23.4634342194 | 4.13072443008 | 49.144 | 0 | 11.07999992 | 1 | 9.94245816705 | 3 |
| 12 | 2016 | 0 | 0 | 0 | 0.092609718442 | 23.5650787354 | 4.6902384758 | 52.5907 | 0 | 15.44999981 | 1 | 10.5607835444 | 3 |
| 14 | 2010 | 0 | 0 | 0 | 0.120054841042 | 21.1868457794 | 4.88232803345 | 64.7874 | 1 | 32.02000046 | 1 | 7.73 | 11 |
| 14 | 2011 | 0 | 0 | 0 | 0.191215932369 | 21.3095569611 | 3.5960996151 | 66.3812 | 1 | 32.02000046 | 0 | 7.91 | 11 |
| 14 | 2012 | 0 | 0 | 0 | 0.114158786833 | 21.426612854 | 1.64192116261 | 68.6526 | 1 | 32.02000046 | 0 | 8.37 | 11 |
| 14 | 2013 | 0 | 0 | 0 | 0.144480139017 | 21.3612785339 | 1.86017477512 | 64.9425 | 1 | 32.02000046 | 1 | 8.69 | 11 |
| 14 | 2014 | 0 | 0 | 0 | 0.157481819391 | 21.5282821655 | 2.8069164753 | 67.6601 | 1 | 32.02000046 | 1 | 9.35 | 11 |
| 14 | 2015 | 0 | 0 | 0 | 0.140774413943 | 21.4982299805 | 2.46074128151 | 64.3892 | 1 | 32.02000046 | 2 | 9.94245816705 | 11 |
| 14 | 2016 | 0 | 0 | 0 | 0.299031794071 | 21.3512420654 | 1.55366015434 | 57.5952 | 1 | 32.86999893 | 2 | 10.5607835444 | 11 |
| 16 | 2010 | 4.09434461594 | 0 | 16.0097675323 | 0.21760866046 | 23.5246181488 | 0.614502549171 | 74.3477 | 1 | 19 | 0 | 7.73 | 3 |
| 16 | 2011 | 3.29583692551 | 0 | 15.7235708237 | 0.242987170815 | 23.5509605408 | 0.143018573523 | 74.9408 | 1 | 19 | 0 | 7.91 | 3 |
| 16 | 2012 | 2.63905739784 | 0 | 16.7096633911 | 0.278827339411 | 23.5304317474 | 0.274339199066 | 74.3593 | 1 | 19 | 0 | 8.37 | 3 |
| 16 | 2013 | 2.89037179947 | 0 | 15.913356781 | 0.259763658047 | 23.4796791077 | 0.380123585463 | 72.8132 | 1 | 19 | 0 | 8.69 | 3 |
| 16 | 2014 | 2.07944154739 | 0 | 0 | 0.298896044493 | 23.5434150696 | 0.360709249973 | 74.3884 | 1 | 21.75 | 0 | 9.35 | 3 |
| 16 | 2015 | 0.693147182465 | 0 | 0 | 0.303031533957 | 23.3800487518 | -8.95306587219 | 78.4184 | 1 | 21.75 | 0 | 9.94245816705 | 3 |
| 16 | 2016 | 0 | 0 | 0 | 0.20348726213 | 23.5706787109 | 0.53456312418 | 80.7546 | 1 | 21.75 | 1 | 10.5607835444 | 3 |
| 17 | 2010 | 0 | 0 | 0 | 0.558339238167 | 19.073348999 | 20.6068878174 | 109.9531 | 0 | 11.81000042 | 0 | 7.73 | 3 |
| 17 | 2011 | 0 | 0 | 0 | 0.558339238167 | 19.073348999 | 20.6068878174 | 109.9531 | 0 | 11.81000042 | 1 | 7.91 | 3 |
| 17 | 2012 | 0 | 0 | 0 | 0.0895182862878 | 19.073348999 | -22.4313869476 | 109.9531 | 0 | 11.81000042 | 0 | 8.37 | 3 |
| 17 | 2013 | 0 | 0 | 0 | 0.250033050776 | 19.073348999 | 20.6068878174 | 94.9187 | 0 | 11.52000046 | 0 | 8.69 | 3 |
| 17 | 2014 | 0 | 0 | 0 | 0.213924691081 | 19.073348999 | 11.23138237 | 73.7887 | 0 | 11.52000046 | 0 | 9.35 | 3 |
| 17 | 2015 | 0 | 0 | 0 | 0.260186493397 | 19.073348999 | -0.230937123299 | 70.8077 | 0 | 11.52000046 | 0 | 9.94245816705 | 3 |
| 17 | 2016 | 0 | 0 | 0 | 0.185925558209 | 19.073348999 | 7.19486761093 | 68.0489 | 0 | 11.52000046 | 0 | 10.5607835444 | 3 |
| 18 | 2010 | 0 | 0 | 0 | 0.0349206887186 | 19.0922584534 | 1.21131443977 | 27.6472 | 0 | 25.51000023 | 0 | 7.73 | 5 |
| 18 | 2011 | 0 | 0 | 0 | 0.0349881947041 | 19.073348999 | -10.115904808 | 31.68 | 0 | 25.51000023 | 0 | 7.91 | 5 |
代码公开披露
仅展示前 30 行，供了解变量构造与处理流程，完整代码请下载文件查看。
'
use data.dta, clear
* 控制控制变量 ControlVariables
global ControlVariables SIZE ROA LEV ATTR TOP1 ACADEMIC MARKET i.IND i.year
* 链式中介命令
capture program drop mediation
program mediation, rclass
gsem (med1 <- x $ControlVariables) (med2 <- x $ControlVariables) (y <- med2 med1 x $ControlVariables), vce(cluster stkcd) nocaps
return scalar cie1 = _b[med1:x]*_b[y:med1]
return scalar cie2 = _b[med2:x]*_b[y:med2]
return scalar direct_effect=_b[y:x]
return scalar total_effect=_b[y:x]+_b[med1:x]*_b[y:med1]+_b[med2:x]*_b[y:med2]
end
set seed 12345
* 运行命令
mediation
* Bootstrap 中介效应
bootstrap r(direct_effect) r(cie1) r(cie2) r(total_effect), reps(20) : mediation
estat boot, bc percentile