Finance & Economics of Xinjiang ›› 2026, Vol. 0 ›› Issue (2): 5-17.DOI: 10.16716/j.cnki.65-1030/f.2026.02.001
LIN Yongjian, ZHENG Rongcan
Received:2025-07-06
Online:2026-09-07
Published:2026-04-25
林永坚, 郑荣灿
通讯作者:
郑荣灿(2000—),男,厦门理工学院经济与管理学院硕士研究生,研究方向为公司金融与资本运营。
作者简介:林永坚(1981—),男,管理学博士,厦门理工学院经济与管理学院副教授,研究方向为公司财务与资本市场
基金资助:CLC Number:
LIN Yongjian, ZHENG Rongcan. The Influence of Legal Environment on the High-Quality Development of Enterprises[J]. Finance & Economics of Xinjiang, 2026, 0(2): 5-17.
林永坚, 郑荣灿. 法治环境对企业高质量发展的影响[J]. 新疆财经, 2026, 0(2): 5-17.
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URL: https://bjb.xjufe.edu.cn/EN/10.16716/j.cnki.65-1030/f.2026.02.001
| 变量类型 | 变量名称 | 变量符号 | 变量说明 |
|---|---|---|---|
| 被解释变量 | 企业高质量发展 | TFP | 以LP法测算TFP,并对测算结果进行对数化处理 |
| 解释变量 | 法治环境 | Law | 《中国分省份市场化指数报告(2021)》中的“市场中介组织的发育和 法律制度环境”指数 |
| 控制变量 | 总资产报酬率 | ROA | 净利润与总资产之比 |
| 第一大股东持股比例 | Top1 | 第一大股东持有的股份数与公司总股本之比 | |
| 流动资产比率 | Lr | 流动资产与总资产之比 | |
| 现金持有水平 | Cash | 企业现金持有量与总资产之比 | |
| 营收能力 | Ec | 营业利润与营业收入之比 | |
| 营业收入增长率 | Growth | (本期营业收入-上期营业收入)/上期营业收入 | |
| 公司规模 | Size | 期末资产总额的自然对数 | |
| 财务杠杆 | Lev | 总负债与总资产之比 | |
| 董事会规模 | Board | 董事会的董事数量 | |
| 独立董事比例 | Indep | 独立董事人数与董事总人数之比 | |
| 年份固定效应 | Year | 年份虚拟变量 | |
| 行业固定效应 | Ind | 行业虚拟变量 | |
| 中介变量 | 债务融资成本 | Debtcost | 利息支出与手续费支出等其他财务费用之和与公司总负债之比 |
| 创新投入 | RD | 企业披露的研发投入并取自然对数 | |
| 信息透明度 | Transcore | 依据深圳证券交易所上市公司信息披露考核结果来衡量,并将年度 考评结果分为A、B、C、D共4个等级,分别赋值为4、3、2、1 |
| 变量类型 | 变量名称 | 变量符号 | 变量说明 |
|---|---|---|---|
| 被解释变量 | 企业高质量发展 | TFP | 以LP法测算TFP,并对测算结果进行对数化处理 |
| 解释变量 | 法治环境 | Law | 《中国分省份市场化指数报告(2021)》中的“市场中介组织的发育和 法律制度环境”指数 |
| 控制变量 | 总资产报酬率 | ROA | 净利润与总资产之比 |
| 第一大股东持股比例 | Top1 | 第一大股东持有的股份数与公司总股本之比 | |
| 流动资产比率 | Lr | 流动资产与总资产之比 | |
| 现金持有水平 | Cash | 企业现金持有量与总资产之比 | |
| 营收能力 | Ec | 营业利润与营业收入之比 | |
| 营业收入增长率 | Growth | (本期营业收入-上期营业收入)/上期营业收入 | |
| 公司规模 | Size | 期末资产总额的自然对数 | |
| 财务杠杆 | Lev | 总负债与总资产之比 | |
| 董事会规模 | Board | 董事会的董事数量 | |
| 独立董事比例 | Indep | 独立董事人数与董事总人数之比 | |
| 年份固定效应 | Year | 年份虚拟变量 | |
| 行业固定效应 | Ind | 行业虚拟变量 | |
| 中介变量 | 债务融资成本 | Debtcost | 利息支出与手续费支出等其他财务费用之和与公司总负债之比 |
| 创新投入 | RD | 企业披露的研发投入并取自然对数 | |
| 信息透明度 | Transcore | 依据深圳证券交易所上市公司信息披露考核结果来衡量,并将年度 考评结果分为A、B、C、D共4个等级,分别赋值为4、3、2、1 |
| 变量 | 观测值 | 均值 | 最大值 | 标准差 | 中位数 | 最小值 |
|---|---|---|---|---|---|---|
| TFP | 34223 | 2.1100 | 2.4100 | 0.1240 | 2.1050 | 1.8190 |
| Law | 34223 | 11.0500 | 18.3000 | 3.7970 | 11.3500 | 2.3730 |
| ROA | 34223 | 0.0371 | 0.1980 | 0.0607 | 0.0366 | -0.2290 |
| Top1 | 34223 | 0.3420 | 0.7430 | 0.1480 | 0.3200 | 0.0848 |
| Lr | 34223 | 0.5670 | 0.9440 | 0.1980 | 0.5830 | 0.1030 |
| Cash | 34223 | 0.1600 | 0.5900 | 0.1200 | 0.1270 | 0.0113 |
| Ec | 34223 | 0.0772 | 0.5510 | 0.1740 | 0.0740 | -0.7960 |
| Growth | 34223 | 0.3360 | 5.8830 | 0.8590 | 0.1240 | -0.6680 |
| Size | 34223 | 22.2400 | 26.3100 | 1.2920 | 22.0400 | 19.9600 |
| Lev | 34223 | 0.4260 | 0.8870 | 0.2020 | 0.4190 | 0.0566 |
| Board | 34223 | 8.5490 | 15.0000 | 1.6850 | 9.0000 | 5.0000 |
| Indep | 34223 | 0.3760 | 0.5710 | 0.0536 | 0.3640 | 0.3330 |
| 变量 | 观测值 | 均值 | 最大值 | 标准差 | 中位数 | 最小值 |
|---|---|---|---|---|---|---|
| TFP | 34223 | 2.1100 | 2.4100 | 0.1240 | 2.1050 | 1.8190 |
| Law | 34223 | 11.0500 | 18.3000 | 3.7970 | 11.3500 | 2.3730 |
| ROA | 34223 | 0.0371 | 0.1980 | 0.0607 | 0.0366 | -0.2290 |
| Top1 | 34223 | 0.3420 | 0.7430 | 0.1480 | 0.3200 | 0.0848 |
| Lr | 34223 | 0.5670 | 0.9440 | 0.1980 | 0.5830 | 0.1030 |
| Cash | 34223 | 0.1600 | 0.5900 | 0.1200 | 0.1270 | 0.0113 |
| Ec | 34223 | 0.0772 | 0.5510 | 0.1740 | 0.0740 | -0.7960 |
| Growth | 34223 | 0.3360 | 5.8830 | 0.8590 | 0.1240 | -0.6680 |
| Size | 34223 | 22.2400 | 26.3100 | 1.2920 | 22.0400 | 19.9600 |
| Lev | 34223 | 0.4260 | 0.8870 | 0.2020 | 0.4190 | 0.0566 |
| Board | 34223 | 8.5490 | 15.0000 | 1.6850 | 9.0000 | 5.0000 |
| Indep | 34223 | 0.3760 | 0.5710 | 0.0536 | 0.3640 | 0.3330 |
| 变量 | TFP | |||
|---|---|---|---|---|
| (a) | (b) | (c) | (d) | |
| Law | 0.0038*** (21.6416) | 0.0014*** (14.9327) | 0.0027*** (10.0734) | 0.0026*** (18.8009) |
| ROA | 0.6461*** (63.2035) | 0.6023*** (60.6528) | ||
| Top1 | 0.0082*** (3.4216) | 0.0078*** (3.3933) | ||
| Lr | 0.1711*** (84.4021) | 0.1798*** (83.5746) | ||
| Cash | -0.0228*** (-6.5533) | -0.0460*** (-13.5617) | ||
| Ec | -0.1446*** (-41.1628) | -0.1306*** (-38.3016) | ||
| Growth | -0.0091*** (-22.2008) | -0.0066*** (-16.1435) | ||
| Size | 0.0723*** (212.5217) | 0.0734*** (217.5223) | ||
| Lev | 0.1020*** (44.5427) | 0.0994*** (43.6006) | ||
| Board | -0.0013*** (-5.0613) | -0.0013*** (-5.5326) | ||
| Indep | -0.0488*** (-6.5211) | -0.0434*** (-6.1243) | ||
| Year | No | No | Yes | Yes |
| Ind | No | No | Yes | Yes |
| 2.0679*** (1009.5320) | 0.3665*** (49.0417) | 1.9863*** (290.1536) | 0.3265*** (40.9929) | |
| N | 34223 | 34223 | 34223 | 34223 |
| R2 | 0.014 | 0.739 | 0.120 | 0.767 |
| adj.R2 | 0.013 | 0.739 | 0.119 | 0.767 |
| F | 468.4 | 8.8e+03 | 116.2 | 2253.1 |
| 变量 | TFP | |||
|---|---|---|---|---|
| (a) | (b) | (c) | (d) | |
| Law | 0.0038*** (21.6416) | 0.0014*** (14.9327) | 0.0027*** (10.0734) | 0.0026*** (18.8009) |
| ROA | 0.6461*** (63.2035) | 0.6023*** (60.6528) | ||
| Top1 | 0.0082*** (3.4216) | 0.0078*** (3.3933) | ||
| Lr | 0.1711*** (84.4021) | 0.1798*** (83.5746) | ||
| Cash | -0.0228*** (-6.5533) | -0.0460*** (-13.5617) | ||
| Ec | -0.1446*** (-41.1628) | -0.1306*** (-38.3016) | ||
| Growth | -0.0091*** (-22.2008) | -0.0066*** (-16.1435) | ||
| Size | 0.0723*** (212.5217) | 0.0734*** (217.5223) | ||
| Lev | 0.1020*** (44.5427) | 0.0994*** (43.6006) | ||
| Board | -0.0013*** (-5.0613) | -0.0013*** (-5.5326) | ||
| Indep | -0.0488*** (-6.5211) | -0.0434*** (-6.1243) | ||
| Year | No | No | Yes | Yes |
| Ind | No | No | Yes | Yes |
| 2.0679*** (1009.5320) | 0.3665*** (49.0417) | 1.9863*** (290.1536) | 0.3265*** (40.9929) | |
| N | 34223 | 34223 | 34223 | 34223 |
| R2 | 0.014 | 0.739 | 0.120 | 0.767 |
| adj.R2 | 0.013 | 0.739 | 0.119 | 0.767 |
| F | 468.4 | 8.8e+03 | 116.2 | 2253.1 |
| 变量 | (a) | (b) | (c) | (d) | (e) | (f) |
|---|---|---|---|---|---|---|
| Debtcost | TFP | RD | TFP | Transcore | TFP | |
| Law | -0.0002*** (-6.5236) | 0.0029*** (19.3521) | 0.0648*** (24.8724) | 0.0015*** (9.6116) | 0.0125*** (8.2425) | 0.0030*** (17.2219) |
| Debtcost | 0.1090*** (3.8436) | |||||
| RD | 0.0112*** (29.1236) | |||||
| Transcore | 0.0041*** (5.8833) | |||||
| ROA | -0.0220*** (-19.2016) | 0.2158*** (35.5924) | 1.3620*** (12.3339) | 0.1795*** (26.5641) | 1.5178*** (25.9800) | 0.1893*** (27.9544) |
| Top1 | -0.0083*** (-17.5616) | 0.0112*** (4.5219) | -0.3968*** (-9.0203) | 0.0141*** (5.2306) | 0.3552*** (14.6508) | 0.0089*** (3.2016) |
| Lr | -0.0194*** (-44.8323) | 0.1968*** (83.9836) | 0.9148*** (21.3319) | 0.1793*** (67.9123) | 0.1779*** (7.8614) | 0.1900*** (73.2829) |
| Cash | -0.0132*** (-19.6218) | -0.0482*** (-13.5525) | 0.0394 (0.6236) | -0.0613*** (-15.8529) | 0.2105*** (6.1718) | -0.0530*** (-13.5637) |
| Ec | 0.0006*** (2.6718) | -0.0092*** (-7.6622) | -0.2231*** (-7.7035) | -0.0031* (-1.7529) | 0.0257* (1.6916) | -0.0078*** (-4.4934) |
| Growth | -0.0000* (-1.7218) | 0.0000 (0.2613) | -0.0005 (-0.6019) | -0.0001 (-1.3536) | -0.0001 (-1.2714) | 0.0000 (0.6739) |
| Size | -0.0002*** (-2.6428) | 0.0728*** (208.3433) | 0.8586*** (135.7309) | 0.0635*** (124.9642) | 0.1421*** (40.4638) | 0.0732*** (176.5727) |
| Lev | 0.0196*** (43.8226) | 0.0959*** (39.7535) | -0.4088*** (-9.6619) | 0.1025*** (39.6328) | -0.4318*** (-18.6141) | 0.1007*** (37.6709) |
| Board | -0.0002*** (-5.1338) | -0.0011*** (-4.3921) | -0.0057 (-1.2408) | -0.0012*** (-4.0917) | 0.0187*** (7.1624) | -0.0014*** (-4.7231) |
| Indep | 0.0003 (0.2216) | -0.0538*** (-7.4844) | 0.0070 (0.0629) | -0.0667*** (-8.5713) | 0.1846*** (2.5936) | -0.0612*** (-7.4827) |
| Year | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes | Yes | Yes |
| 0.0324*** (20.5806) | 0.3295*** (39.5607) | -2.0388*** (-12.1319) | 0.3719*** (36.1737) | -0.6658*** (-7.7421) | 0.3269*** (33.1839) | |
| N | 34210 | 34210 | 25083 | 25083 | 26691 | 26691 |
| R2 | 0.322 | 0.741 | 0.592 | 0.771 | 0.178 | 0.744 |
| adj.R2 | 0.321 | 0.741 | 0.591 | 0.771 | 0.177 | 0.744 |
| F | 324.2 | 1920.6 | 726.4 | 1654.7 | 115.6 | 1520.7 |
| 变量 | (a) | (b) | (c) | (d) | (e) | (f) |
|---|---|---|---|---|---|---|
| Debtcost | TFP | RD | TFP | Transcore | TFP | |
| Law | -0.0002*** (-6.5236) | 0.0029*** (19.3521) | 0.0648*** (24.8724) | 0.0015*** (9.6116) | 0.0125*** (8.2425) | 0.0030*** (17.2219) |
| Debtcost | 0.1090*** (3.8436) | |||||
| RD | 0.0112*** (29.1236) | |||||
| Transcore | 0.0041*** (5.8833) | |||||
| ROA | -0.0220*** (-19.2016) | 0.2158*** (35.5924) | 1.3620*** (12.3339) | 0.1795*** (26.5641) | 1.5178*** (25.9800) | 0.1893*** (27.9544) |
| Top1 | -0.0083*** (-17.5616) | 0.0112*** (4.5219) | -0.3968*** (-9.0203) | 0.0141*** (5.2306) | 0.3552*** (14.6508) | 0.0089*** (3.2016) |
| Lr | -0.0194*** (-44.8323) | 0.1968*** (83.9836) | 0.9148*** (21.3319) | 0.1793*** (67.9123) | 0.1779*** (7.8614) | 0.1900*** (73.2829) |
| Cash | -0.0132*** (-19.6218) | -0.0482*** (-13.5525) | 0.0394 (0.6236) | -0.0613*** (-15.8529) | 0.2105*** (6.1718) | -0.0530*** (-13.5637) |
| Ec | 0.0006*** (2.6718) | -0.0092*** (-7.6622) | -0.2231*** (-7.7035) | -0.0031* (-1.7529) | 0.0257* (1.6916) | -0.0078*** (-4.4934) |
| Growth | -0.0000* (-1.7218) | 0.0000 (0.2613) | -0.0005 (-0.6019) | -0.0001 (-1.3536) | -0.0001 (-1.2714) | 0.0000 (0.6739) |
| Size | -0.0002*** (-2.6428) | 0.0728*** (208.3433) | 0.8586*** (135.7309) | 0.0635*** (124.9642) | 0.1421*** (40.4638) | 0.0732*** (176.5727) |
| Lev | 0.0196*** (43.8226) | 0.0959*** (39.7535) | -0.4088*** (-9.6619) | 0.1025*** (39.6328) | -0.4318*** (-18.6141) | 0.1007*** (37.6709) |
| Board | -0.0002*** (-5.1338) | -0.0011*** (-4.3921) | -0.0057 (-1.2408) | -0.0012*** (-4.0917) | 0.0187*** (7.1624) | -0.0014*** (-4.7231) |
| Indep | 0.0003 (0.2216) | -0.0538*** (-7.4844) | 0.0070 (0.0629) | -0.0667*** (-8.5713) | 0.1846*** (2.5936) | -0.0612*** (-7.4827) |
| Year | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes | Yes | Yes |
| 0.0324*** (20.5806) | 0.3295*** (39.5607) | -2.0388*** (-12.1319) | 0.3719*** (36.1737) | -0.6658*** (-7.7421) | 0.3269*** (33.1839) | |
| N | 34210 | 34210 | 25083 | 25083 | 26691 | 26691 |
| R2 | 0.322 | 0.741 | 0.592 | 0.771 | 0.178 | 0.744 |
| adj.R2 | 0.321 | 0.741 | 0.591 | 0.771 | 0.177 | 0.744 |
| F | 324.2 | 1920.6 | 726.4 | 1654.7 | 115.6 | 1520.7 |
| 变量 | 工具变量法 | PSM匹配 | 样本选择修正 | 滞后核心解释变量 | ||||
|---|---|---|---|---|---|---|---|---|
| 第一阶段 | 第二阶段 | TFP | TFP | 滞后一期 | 滞后二期 | |||
| Law | TFP | Law | TFP | TFP | TFP | |||
| L.Law | 0.9573*** (544.1211) | 0.0027*** (18.0336) | ||||||
| L2.Law | 0.8818*** (317.4231) | 0.0026*** (16.7815) | ||||||
| Law | 0.0028*** (18.0428) | 0.0030*** (16.7941) | 0.0024*** (12.4322) | 0.0026*** (18.6124) | ||||
| IMR | -0.1313*** (-8.4810) | |||||||
| ROA | 0.2962** (2.3219) | 0.5661*** (52.7026) | 0.5271*** (2.5834) | 0.5190*** (45.2641) | 0.6556*** (47.0929) | 0.7533*** (36.9508) | 0.5669*** (52.7501) | 0.5205*** (45.3823) |
| Top1 | 0.0408 (1.3608) | 0.0077*** (3.0831) | 0.0519 (1.0717) | 0.0095*** (3.4826) | 0.0062* (1.9209) | 0.0700*** (9.1011) | 0.0079*** (3.1336) | 0.0096*** (3.5435) |
| Lr | 0.1088*** (3.9216) | 0.1798*** (77.0201) | 0.2599*** (5.7908) | 0.1789*** (70.9432) | 0.1791*** (59.1817) | 0.0958*** (9.4416) | 0.1801*** (77.1529) | 0.1797*** (71.3230) |
| Cash | -0.0776* (-1.7133) | -0.0425*** (-11.1742) | -0.2176*** (-2.9119) | -0.0393*** (-9.3636) | -0.0481*** (-10.2718) | 0.0142* (1.8007) | -0.0427*** (-11.2216) | -0.0400*** (-9.5108) |
| Ec | 0.0225 (0.5123) | -0.1187*** (-32.0316) | 0.0892 (1.2733) | -0.1007*** (-25.5524) | -0.1442*** (-30.3515) | -0.1427*** (-38.6401) | -0.1186*** (-32.0031) | -0.1005*** (-25.4708) |
| Growth | -0.0150*** (-2.8514) | -0.0064*** (-14.5321) | -0.0230*** (-2.6929) | -0.0067*** (-14.0718) | -0.0053*** (-9.3534) | -0.0038*** (-7.2910) | -0.0065*** (-14.6236) | -0.0068*** (-14.2015) |
| Size | -0.0130*** (-2.9931) | 0.0728*** (199.9426) | -0.0193*** (-2.7721) | 0.0723*** (184.7514) | 0.0727*** (153.1613) | 0.0524*** (20.8933) | 0.0728*** (199.7027) | 0.0723*** (184.4438) |
| Lev | 0.0219 (0.7411) | 0.0972*** (39.2306) | -0.0248 (-0.5201) | 0.0945*** (35.5800) | 0.1057*** (33.2506) | 0.1982*** (16.6940) | 0.0972*** (39.2316) | 0.0944*** (35.5329) |
| Board | 0.0007 (0.2424) | -0.0013*** (-5.0229) | -0.0032 (-0.6533) | -0.0013*** (-4.6938) | -0.0018*** (-5.1307) | 0.0102*** (7.3805) | -0.0013*** (-5.0109) | -0.0013*** (-4.7217) |
| Indep | -0.0167 (-0.1813) | -0.0413*** (-5.4611) | -0.1070 (-0.7427) | -0.0406*** (-5.0121) | -0.0514*** (-5.1708) | 0.0289*** (2.6108) | -0.0413*** (-5.4630) | -0.0409*** (-5.0516) |
| Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| 0.5534*** (5.3913) | 0.3169*** (35.5419) | 1.2919*** (7.7736) | 0.3266*** (34.0042) | 0.3423*** (30.1015) | 0.7475*** (14.8609) | 0.3451*** (40.0213) | 0.3638*** (38.9834) | |
| N | 29518 | 29518 | 25745 | 25745 | 17477 | 34223 | 29518 | 25745 |
| R2 | 0.9640 | 0.7650 | 0.9150 | 0.7630 | 0.7660 | 0.768 | 0.766 | 0.763 |
| adj.R2 | 0.6053 | 0.1338 | 0.1582 | 0.2316 | 0.3246 | 0.1293 | 0.2719 | 0.3382 |
| F | 486.1543 | 128.3770 | 317.3755 | 617.7516 | 685.0442 | 817.4901 | 663.0872 | 903.0816 |
| 变量 | 工具变量法 | PSM匹配 | 样本选择修正 | 滞后核心解释变量 | ||||
|---|---|---|---|---|---|---|---|---|
| 第一阶段 | 第二阶段 | TFP | TFP | 滞后一期 | 滞后二期 | |||
| Law | TFP | Law | TFP | TFP | TFP | |||
| L.Law | 0.9573*** (544.1211) | 0.0027*** (18.0336) | ||||||
| L2.Law | 0.8818*** (317.4231) | 0.0026*** (16.7815) | ||||||
| Law | 0.0028*** (18.0428) | 0.0030*** (16.7941) | 0.0024*** (12.4322) | 0.0026*** (18.6124) | ||||
| IMR | -0.1313*** (-8.4810) | |||||||
| ROA | 0.2962** (2.3219) | 0.5661*** (52.7026) | 0.5271*** (2.5834) | 0.5190*** (45.2641) | 0.6556*** (47.0929) | 0.7533*** (36.9508) | 0.5669*** (52.7501) | 0.5205*** (45.3823) |
| Top1 | 0.0408 (1.3608) | 0.0077*** (3.0831) | 0.0519 (1.0717) | 0.0095*** (3.4826) | 0.0062* (1.9209) | 0.0700*** (9.1011) | 0.0079*** (3.1336) | 0.0096*** (3.5435) |
| Lr | 0.1088*** (3.9216) | 0.1798*** (77.0201) | 0.2599*** (5.7908) | 0.1789*** (70.9432) | 0.1791*** (59.1817) | 0.0958*** (9.4416) | 0.1801*** (77.1529) | 0.1797*** (71.3230) |
| Cash | -0.0776* (-1.7133) | -0.0425*** (-11.1742) | -0.2176*** (-2.9119) | -0.0393*** (-9.3636) | -0.0481*** (-10.2718) | 0.0142* (1.8007) | -0.0427*** (-11.2216) | -0.0400*** (-9.5108) |
| Ec | 0.0225 (0.5123) | -0.1187*** (-32.0316) | 0.0892 (1.2733) | -0.1007*** (-25.5524) | -0.1442*** (-30.3515) | -0.1427*** (-38.6401) | -0.1186*** (-32.0031) | -0.1005*** (-25.4708) |
| Growth | -0.0150*** (-2.8514) | -0.0064*** (-14.5321) | -0.0230*** (-2.6929) | -0.0067*** (-14.0718) | -0.0053*** (-9.3534) | -0.0038*** (-7.2910) | -0.0065*** (-14.6236) | -0.0068*** (-14.2015) |
| Size | -0.0130*** (-2.9931) | 0.0728*** (199.9426) | -0.0193*** (-2.7721) | 0.0723*** (184.7514) | 0.0727*** (153.1613) | 0.0524*** (20.8933) | 0.0728*** (199.7027) | 0.0723*** (184.4438) |
| Lev | 0.0219 (0.7411) | 0.0972*** (39.2306) | -0.0248 (-0.5201) | 0.0945*** (35.5800) | 0.1057*** (33.2506) | 0.1982*** (16.6940) | 0.0972*** (39.2316) | 0.0944*** (35.5329) |
| Board | 0.0007 (0.2424) | -0.0013*** (-5.0229) | -0.0032 (-0.6533) | -0.0013*** (-4.6938) | -0.0018*** (-5.1307) | 0.0102*** (7.3805) | -0.0013*** (-5.0109) | -0.0013*** (-4.7217) |
| Indep | -0.0167 (-0.1813) | -0.0413*** (-5.4611) | -0.1070 (-0.7427) | -0.0406*** (-5.0121) | -0.0514*** (-5.1708) | 0.0289*** (2.6108) | -0.0413*** (-5.4630) | -0.0409*** (-5.0516) |
| Year | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes |
| 0.5534*** (5.3913) | 0.3169*** (35.5419) | 1.2919*** (7.7736) | 0.3266*** (34.0042) | 0.3423*** (30.1015) | 0.7475*** (14.8609) | 0.3451*** (40.0213) | 0.3638*** (38.9834) | |
| N | 29518 | 29518 | 25745 | 25745 | 17477 | 34223 | 29518 | 25745 |
| R2 | 0.9640 | 0.7650 | 0.9150 | 0.7630 | 0.7660 | 0.768 | 0.766 | 0.763 |
| adj.R2 | 0.6053 | 0.1338 | 0.1582 | 0.2316 | 0.3246 | 0.1293 | 0.2719 | 0.3382 |
| F | 486.1543 | 128.3770 | 317.3755 | 617.7516 | 685.0442 | 817.4901 | 663.0872 | 903.0816 |
| 变量 | TFP | ||
|---|---|---|---|
| 改变测算方法:OP法 | 改变测算方法:OLS法 | 调整研究期 | |
| Law | 0.0031*** (18.1611) | 0.0016*** (15.2839) | 0.0029*** (18.2041) |
| ROA | 0.5498*** (44.5741) | 0.5199*** (68.4926) | 0.6800*** (54.5219) |
| Top1 | 0.0018 (0.6216) | 0.0143*** (8.0911) | 0.0128*** (4.5808) |
| Lr | 0.1927*** (72.0921) | 0.0902*** (54.8436) | 0.1748*** (67.3109) |
| Cash | -0.0665*** (-15.7703) | -0.0397*** (-15.2807) | -0.0502*** (-12.1422) |
| Ec | -0.1002*** (-23.6421) | -0.1197*** (-45.9117) | -0.1730*** (-38.6833) |
| Growth | -0.0042*** (-8.3329) | -0.0069*** (-22.3440) | -0.0049*** (-10.8128) |
| Size | 0.0669*** (159.6816) | 0.0748*** (289.8111) | 0.0741*** (175.9708) |
| Lev | 0.0994*** (35.0914) | 0.0841*** (48.2522) | 0.0888*** (31.6940) |
| Board | -0.0025*** (-8.3226) | -0.0003 (-1.6221) | -0.0011*** (-3.8413) |
| Indep | -0.0435*** (-4.9413) | -0.0311*** (-5.7322) | -0.0463*** (-5.4217) |
| Year | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes |
| 0.2358*** (23.8317) | 0.6158*** (101.1516) | 0.3073*** (32.0431) | |
| N | 34223 | 34223 | 23133 |
| R2 | 0.668 | 0.842 | 0.767 |
| adj.R2 | 0.668 | 0.842 | 0.766 |
| F | 1378.1 | 3638.9 | 1613.0 |
| 变量 | TFP | ||
|---|---|---|---|
| 改变测算方法:OP法 | 改变测算方法:OLS法 | 调整研究期 | |
| Law | 0.0031*** (18.1611) | 0.0016*** (15.2839) | 0.0029*** (18.2041) |
| ROA | 0.5498*** (44.5741) | 0.5199*** (68.4926) | 0.6800*** (54.5219) |
| Top1 | 0.0018 (0.6216) | 0.0143*** (8.0911) | 0.0128*** (4.5808) |
| Lr | 0.1927*** (72.0921) | 0.0902*** (54.8436) | 0.1748*** (67.3109) |
| Cash | -0.0665*** (-15.7703) | -0.0397*** (-15.2807) | -0.0502*** (-12.1422) |
| Ec | -0.1002*** (-23.6421) | -0.1197*** (-45.9117) | -0.1730*** (-38.6833) |
| Growth | -0.0042*** (-8.3329) | -0.0069*** (-22.3440) | -0.0049*** (-10.8128) |
| Size | 0.0669*** (159.6816) | 0.0748*** (289.8111) | 0.0741*** (175.9708) |
| Lev | 0.0994*** (35.0914) | 0.0841*** (48.2522) | 0.0888*** (31.6940) |
| Board | -0.0025*** (-8.3226) | -0.0003 (-1.6221) | -0.0011*** (-3.8413) |
| Indep | -0.0435*** (-4.9413) | -0.0311*** (-5.7322) | -0.0463*** (-5.4217) |
| Year | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes |
| 0.2358*** (23.8317) | 0.6158*** (101.1516) | 0.3073*** (32.0431) | |
| N | 34223 | 34223 | 23133 |
| R2 | 0.668 | 0.842 | 0.767 |
| adj.R2 | 0.668 | 0.842 | 0.766 |
| F | 1378.1 | 3638.9 | 1613.0 |
| 变量 | TFP | |||
|---|---|---|---|---|
| (a) | (b) | (c) | (d) | |
| Law | 0.0025*** (16.7200) | 0.0030*** (19.9706) | 0.0025*** (16.9836) | 0.0031*** (21.8040) |
| Law×Pollute | 0.0017*** (18.9509) | |||
| Law×Dual | -0.0004*** (-6.0634) | |||
| Law×BigSize | 0.0002*** (3.1318) | |||
| Law×HighTech | -0.0010*** (-13.6614) | |||
| ROA | 0.2124*** (35.3228) | 0.2138*** (35.4727) | 0.6016*** (60.5614) | 0.6009*** (60.6707) |
| Top1 | 0.0102*** (4.1433) | 0.0101*** (4.1018) | 0.0085*** (3.6427) | 0.0053** (2.2931) |
| Lr | 0.1982*** (87.2208) | 0.1949*** (85.6016) | 0.1795*** (83.3612) | 0.1828*** (84.7423) |
| Cash | -0.0468*** (-13.3004) | -0.0496*** (-14.0503) | -0.0458*** (-13.4708) | -0.0444*** (-13.0922) |
| Ec | -0.0090*** (-7.5001) | -0.0091*** (-7.5913) | -0.1306*** (-38.3124) | -0.1297*** (-38.1420) |
| Growth | 0.0000 (0.1702) | 0.0000 (0.1908) | -0.0066*** (-16.1703) | -0.0065*** (-15.9315) |
| Size | 0.0726*** (208.6330) | 0.0726*** (206.9710) | 0.0726*** (172.7426) | 0.0732*** (217.3120) |
| Lev | 0.0966*** (41.3418) | 0.0979*** (41.7036) | 0.0993*** (43.5214) | 0.0984*** (43.2207) |
| Board | -0.0012*** (-4.6900) | -0.0012*** (-4.8617) | -0.0013*** (-5.3729) | -0.0013*** (-5.5605) |
| Indep | -0.0514*** (-7.1806) | -0.0512*** (-7.1128) | -0.0424*** (-5.9731) | -0.0428*** (-6.0603) |
| Year | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes |
| 0.3363*** (40.8401) | 0.3369*** (40.6225) | 0.3425*** (36.1936) | 0.3270*** (41.1629) | |
| N | 34223 | 34223 | 34222 | 34223 |
| R2 | 0.744 | 0.742 | 0.767 | 0.769 |
| adj.R2 | 0.744 | 0.741 | 0.767 | 0.768 |
| F | 1947.4 | 1923.0 | 2209.6 | 2224.6 |
| 变量 | TFP | |||
|---|---|---|---|---|
| (a) | (b) | (c) | (d) | |
| Law | 0.0025*** (16.7200) | 0.0030*** (19.9706) | 0.0025*** (16.9836) | 0.0031*** (21.8040) |
| Law×Pollute | 0.0017*** (18.9509) | |||
| Law×Dual | -0.0004*** (-6.0634) | |||
| Law×BigSize | 0.0002*** (3.1318) | |||
| Law×HighTech | -0.0010*** (-13.6614) | |||
| ROA | 0.2124*** (35.3228) | 0.2138*** (35.4727) | 0.6016*** (60.5614) | 0.6009*** (60.6707) |
| Top1 | 0.0102*** (4.1433) | 0.0101*** (4.1018) | 0.0085*** (3.6427) | 0.0053** (2.2931) |
| Lr | 0.1982*** (87.2208) | 0.1949*** (85.6016) | 0.1795*** (83.3612) | 0.1828*** (84.7423) |
| Cash | -0.0468*** (-13.3004) | -0.0496*** (-14.0503) | -0.0458*** (-13.4708) | -0.0444*** (-13.0922) |
| Ec | -0.0090*** (-7.5001) | -0.0091*** (-7.5913) | -0.1306*** (-38.3124) | -0.1297*** (-38.1420) |
| Growth | 0.0000 (0.1702) | 0.0000 (0.1908) | -0.0066*** (-16.1703) | -0.0065*** (-15.9315) |
| Size | 0.0726*** (208.6330) | 0.0726*** (206.9710) | 0.0726*** (172.7426) | 0.0732*** (217.3120) |
| Lev | 0.0966*** (41.3418) | 0.0979*** (41.7036) | 0.0993*** (43.5214) | 0.0984*** (43.2207) |
| Board | -0.0012*** (-4.6900) | -0.0012*** (-4.8617) | -0.0013*** (-5.3729) | -0.0013*** (-5.5605) |
| Indep | -0.0514*** (-7.1806) | -0.0512*** (-7.1128) | -0.0424*** (-5.9731) | -0.0428*** (-6.0603) |
| Year | Yes | Yes | Yes | Yes |
| Ind | Yes | Yes | Yes | Yes |
| 0.3363*** (40.8401) | 0.3369*** (40.6225) | 0.3425*** (36.1936) | 0.3270*** (41.1629) | |
| N | 34223 | 34223 | 34222 | 34223 |
| R2 | 0.744 | 0.742 | 0.767 | 0.769 |
| adj.R2 | 0.744 | 0.741 | 0.767 | 0.768 |
| F | 1947.4 | 1923.0 | 2209.6 | 2224.6 |
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