Collected Essays on Finance and Economics ›› 2021, Vol. 37 ›› Issue (8): 47-58.
Previous Articles Next Articles
WANG Bofeng1,2
Received:
2020-12-22
Online:
2021-08-10
Published:
2021-08-18
王博峰1,2
作者简介:
王博峰(1978-),男,陕西扶风人,西安交通大学人文社会科学学院在站博士后,中国农业银行陕西省分行投资银行与金融市场部高级经济师,博士。
基金资助:
CLC Number:
WANG Bofeng. Effects of Financial Regulation on China’s Real Economic Growth[J]. Collected Essays on Finance and Economics, 2021, 37(8): 47-58.
王博峰. 金融监管对中国实体经济增长的影响研究[J]. 财经论丛, 2021, 37(8): 47-58.
变量 | 样本量 | 均值 | 标准差 | 最小值 | 最大值 |
---|---|---|---|---|---|
Growth | 310 | 0.1062 | 0.0686 | -0.1740 | 0.2839 |
γ | 310 | 0.0118 | 0.0173 | 0.0001 | 0.1407 |
K | 310 | 0.1768 | 0.0507 | 0.0655 | 0.4454 |
L | 310 | 0.0761 | 0.0830 | -0.3073 | 0.4912 |
T | 310 | 0.2364 | 0.2281 | -0.4429 | 1.8761 |
open | 310 | 0.2746 | 0.3213 | 0.0167 | 1.5482 |
fdi | 310 | 0.3481 | 0.3867 | 0.0482 | 1.7289 |
G | 310 | 0.2734 | 0.2060 | 0.0964 | 1.3792 |
变量 | 样本量 | 均值 | 标准差 | 最小值 | 最大值 |
---|---|---|---|---|---|
Growth | 310 | 0.1062 | 0.0686 | -0.1740 | 0.2839 |
γ | 310 | 0.0118 | 0.0173 | 0.0001 | 0.1407 |
K | 310 | 0.1768 | 0.0507 | 0.0655 | 0.4454 |
L | 310 | 0.0761 | 0.0830 | -0.3073 | 0.4912 |
T | 310 | 0.2364 | 0.2281 | -0.4429 | 1.8761 |
open | 310 | 0.2746 | 0.3213 | 0.0167 | 1.5482 |
fdi | 310 | 0.3481 | 0.3867 | 0.0482 | 1.7289 |
G | 310 | 0.2734 | 0.2060 | 0.0964 | 1.3792 |
变量 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
FE | FE | IV-GMM | Sys-GMM | |
γ | 0.9964**(0.4662) | 0.9159**(0.4230) | 0.9163**(0.4233) | 0.9129**(0.4257) |
γ2 | -8.0904*(4.3219) | -7.7882**(3.2172) | -7.5593**(3.1244) | -7.4781**(3.1194) |
K | 0.8222***(0.0621) | 0.8168***(0.0624) | 0.6434***(0.0512) | |
L | 0.0312(0.0416) | 0.0432(0.0416) | 0.0556(0.0323) | |
T | 0.4443***(0.0842) | 0.4465***(0.0867) | 0.2727***(0.0713) | |
open | -0.0421(0.0312) | 0.0543(0.0453) | 0.1009***(0.0215) | |
fdi | 0.4817(0.3124) | -0.0986(0.2321) | -0.2932(0.3121) | |
G | -0.1421**(0.0646) | -0.0343(0.0321) | -0.1215***(0.0246) | |
L.Growth | 0.2548***(0.0215) | |||
cons | 0.2048***(0.0321) | 0.3445***(0.0303) | 0.1568***(0.0112) | 0.3035***(0.0354) |
N | 310 | 310 | 279 | 279 |
AR2 | 0.0721 | 0.2765 | 0.0321 | |
Kleibergen-Paap rk LM statistic | 98.454 | |||
Kleibergen-Paap rk Wald F statistic | 924.908 | |||
Hansen J statistic | 13.567 | |||
AR(1) p-value | 0.0002 | |||
AR(2) p-value | 0.6898 | |||
Sargan p-value | 1.0000 |
变量 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
FE | FE | IV-GMM | Sys-GMM | |
γ | 0.9964**(0.4662) | 0.9159**(0.4230) | 0.9163**(0.4233) | 0.9129**(0.4257) |
γ2 | -8.0904*(4.3219) | -7.7882**(3.2172) | -7.5593**(3.1244) | -7.4781**(3.1194) |
K | 0.8222***(0.0621) | 0.8168***(0.0624) | 0.6434***(0.0512) | |
L | 0.0312(0.0416) | 0.0432(0.0416) | 0.0556(0.0323) | |
T | 0.4443***(0.0842) | 0.4465***(0.0867) | 0.2727***(0.0713) | |
open | -0.0421(0.0312) | 0.0543(0.0453) | 0.1009***(0.0215) | |
fdi | 0.4817(0.3124) | -0.0986(0.2321) | -0.2932(0.3121) | |
G | -0.1421**(0.0646) | -0.0343(0.0321) | -0.1215***(0.0246) | |
L.Growth | 0.2548***(0.0215) | |||
cons | 0.2048***(0.0321) | 0.3445***(0.0303) | 0.1568***(0.0112) | 0.3035***(0.0354) |
N | 310 | 310 | 279 | 279 |
AR2 | 0.0721 | 0.2765 | 0.0321 | |
Kleibergen-Paap rk LM statistic | 98.454 | |||
Kleibergen-Paap rk Wald F statistic | 924.908 | |||
Hansen J statistic | 13.567 | |||
AR(1) p-value | 0.0002 | |||
AR(2) p-value | 0.6898 | |||
Sargan p-value | 1.0000 |
变量 | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|
实体经济增长 | 融资规模 | 实体经济增长 | 金融风险 | 实体经济增长 | |
γ | 0.6506*(0.3335) | -0.0339**(0.0150) | 0.2324*(0.1273) | -0.9262*(0.4440) | 1.0870***(0.4141) |
FD | 0.1060*(0.0540) | ||||
Risk | -0.0298**(0.0137) | ||||
L.Growth | 0.4495***(0.0286) | 0.4083***(0.0302) | 0.4983***(0.0602) | ||
L.FD | 0.6940***(0.0346) | ||||
L.Risk | 0.6714***(0.0363) | ||||
cons | 0.0998***(0.0059) | 0.2675***(0.0072) | 0.0465***(0.0151) | 0.3356***(0.0135) | 0.1044***(0.0121) |
AR(1) p-value | 0.0002 | 0.0003 | 0.0005 | 0.0004 | 0.0002 |
AR(2) p-value | 0.4913 | 0.6913 | 0.8032 | 0.5769 | 0.6546 |
Sargan p-value | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
N | 279 | 279 | 279 | 279 | 279 |
变量 | (1) | (2) | (3) | (4) | (5) |
---|---|---|---|---|---|
实体经济增长 | 融资规模 | 实体经济增长 | 金融风险 | 实体经济增长 | |
γ | 0.6506*(0.3335) | -0.0339**(0.0150) | 0.2324*(0.1273) | -0.9262*(0.4440) | 1.0870***(0.4141) |
FD | 0.1060*(0.0540) | ||||
Risk | -0.0298**(0.0137) | ||||
L.Growth | 0.4495***(0.0286) | 0.4083***(0.0302) | 0.4983***(0.0602) | ||
L.FD | 0.6940***(0.0346) | ||||
L.Risk | 0.6714***(0.0363) | ||||
cons | 0.0998***(0.0059) | 0.2675***(0.0072) | 0.0465***(0.0151) | 0.3356***(0.0135) | 0.1044***(0.0121) |
AR(1) p-value | 0.0002 | 0.0003 | 0.0005 | 0.0004 | 0.0002 |
AR(2) p-value | 0.4913 | 0.6913 | 0.8032 | 0.5769 | 0.6546 |
Sargan p-value | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 |
N | 279 | 279 | 279 | 279 | 279 |
变量 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
FE | Sys-GMM | FE | Sys-GMM | |
γ | 1.1648**(0.4431) | 0.3368**(0.1543) | 1.2968***(0.4919) | 1.8412***(0.4071) |
γ2 | -14.7608*(7.4451) | -5.4293(3.2151) | -13.5744**(6.3752) | -20.9189**(8.4209) |
fin×γ | -0.5412*(0.2864) | -0.2786*(0.1587) | -0.9480***(0.2125) | -0.7739***(0.2070) |
fin×γ2 | 14.1097*(8.0125) | 4.7461*(2.6320) | 19.3273***(4.0574) | 17.9366***(3.6637) |
fin | -0.1798***(0.0321) | -0.0009(0.0096) | 0.0498***(0.0094) | 0.0321***(0.0058) |
L.Growth | 0.3078***(0.0277) | 0.4170***(0.0328) | ||
cons | 0.3061***(0.0265) | -1.7002***(0.0421) | 0.3025***(0.0404) | 0.0223(0.0207) |
N | 310 | 279 | 310 | 279 |
AR2 | 0.2904 | 0.3999 | ||
AR(1) p-value | 0.0003 | 0.0002 | ||
AR(2) p-value | 0.7145 | 0.5986 | ||
Sargan p-value | 1.0000 | 1.0000 |
变量 | (1) | (2) | (3) | (4) |
---|---|---|---|---|
FE | Sys-GMM | FE | Sys-GMM | |
γ | 1.1648**(0.4431) | 0.3368**(0.1543) | 1.2968***(0.4919) | 1.8412***(0.4071) |
γ2 | -14.7608*(7.4451) | -5.4293(3.2151) | -13.5744**(6.3752) | -20.9189**(8.4209) |
fin×γ | -0.5412*(0.2864) | -0.2786*(0.1587) | -0.9480***(0.2125) | -0.7739***(0.2070) |
fin×γ2 | 14.1097*(8.0125) | 4.7461*(2.6320) | 19.3273***(4.0574) | 17.9366***(3.6637) |
fin | -0.1798***(0.0321) | -0.0009(0.0096) | 0.0498***(0.0094) | 0.0321***(0.0058) |
L.Growth | 0.3078***(0.0277) | 0.4170***(0.0328) | ||
cons | 0.3061***(0.0265) | -1.7002***(0.0421) | 0.3025***(0.0404) | 0.0223(0.0207) |
N | 310 | 279 | 310 | 279 |
AR2 | 0.2904 | 0.3999 | ||
AR(1) p-value | 0.0003 | 0.0002 | ||
AR(2) p-value | 0.7145 | 0.5986 | ||
Sargan p-value | 1.0000 | 1.0000 |
变量 | (1) | (2) | (3) |
---|---|---|---|
γ γ2 | 0.1294*(0.0640) | 1.5474**(0.7384) | 2.3696**(1.1725) |
-1.2442***(0.3060) | -9.0684**(4.6660) | -14.0430***(4.1876) | |
L.Growth | 0.5655***(0.0153) | 0.7375***(0.0206) | |
cons | 0.1016***(0.0019) | 0.0931***(0.0077) | 0.1412***(0.0307) |
AR(1) p-value | 0.0005 | 0.0003 | |
AR(2) p-value | 0.5671 | 0.7091 | |
Sargan p-value | 1.0000 | 1.0000 | |
F统计量 | 17.29 | ||
N | 279 | 279 | 310 |
变量 | (1) | (2) | (3) |
---|---|---|---|
γ γ2 | 0.1294*(0.0640) | 1.5474**(0.7384) | 2.3696**(1.1725) |
-1.2442***(0.3060) | -9.0684**(4.6660) | -14.0430***(4.1876) | |
L.Growth | 0.5655***(0.0153) | 0.7375***(0.0206) | |
cons | 0.1016***(0.0019) | 0.0931***(0.0077) | 0.1412***(0.0307) |
AR(1) p-value | 0.0005 | 0.0003 | |
AR(2) p-value | 0.5671 | 0.7091 | |
Sargan p-value | 1.0000 | 1.0000 | |
F统计量 | 17.29 | ||
N | 279 | 279 | 310 |
变量 | (1) | (2) | (3) |
---|---|---|---|
融资规模 | 区域金融风险 | 实体经济增长 | |
γ | -0.9631***(0.2357) | -0.2621**(0.1342) | -1.2185**(0.4794) |
FD | 0.1494**(0.0758) | ||
Risk | -0.4106**(0.1603) | ||
Growth | -10.0063***(2.2543) | -13.2197***(1.7013) | |
fin | 0.5498***(0.0804) | ||
F | 2.3280***(0.0000) | ||
cons | 2.2190***(0.0801) | 0.1983(0.2791) | 0.9543***(0.2017) |
R2 | 0.7643 | 0.3054 | 0.1328 |
变量 | (1) | (2) | (3) |
---|---|---|---|
融资规模 | 区域金融风险 | 实体经济增长 | |
γ | -0.9631***(0.2357) | -0.2621**(0.1342) | -1.2185**(0.4794) |
FD | 0.1494**(0.0758) | ||
Risk | -0.4106**(0.1603) | ||
Growth | -10.0063***(2.2543) | -13.2197***(1.7013) | |
fin | 0.5498***(0.0804) | ||
F | 2.3280***(0.0000) | ||
cons | 2.2190***(0.0801) | 0.1983(0.2791) | 0.9543***(0.2017) |
R2 | 0.7643 | 0.3054 | 0.1328 |
[1] | 陈国进, 王少谦. 经济政策不确定性如何影响企业投资行为[J]. 财贸经济, 2016, (5):5-21. |
[2] | 杨兴全, 杨洋, 申艳艳. 银行监管改革降低了企业债务融资成本吗?[J]. 会计论坛, 2018, (1):3-22. |
[3] |
Cypher J. M. Mexico: Financial Fragility or Structural Crisis?[J]. Journal of Economic Issues, 1996, 30(2):451-461.
DOI URL |
[4] |
Jiménez G., Ongena S., Peydró J. L., et al. Hazardous Times for Monetary Policy: What Do Twenty-Three Million Bank Loans Say about the Effects of Monetary Policy on Credit Risk-Taking?[J]. Econometrica, 2014, 82(2):463-505.
DOI URL |
[5] | 王韧, 张奇佳, 何强. 金融监管会损害金融效率吗[J]. 金融经济学研究, 2019, (6):93-104. |
[6] | Merton R. C., Bodie Z. A Conceptual Framework for Analyzing the Financial System[Z]. SSRN Working Paper, 1995. |
[7] |
King R. G., Levine R. Finance and Growth: Schumpeter Might Be Right[J]. The Quarterly Journal of Economics, 1993, 108(3):717-737.
DOI URL |
[8] |
Levine R., Loayza N., Beck T. Financial Intermediation and Growth: Causality and Causes[J]. Journal of Monetary Economics, 2000, 46(1):31-77.
DOI URL |
[9] | Levine R. Finance and Growth: Theory and Evidence[J]. Handbook of Economic Growth, 2005, (1):865-934. |
[10] | 卢峰, 姚洋. 金融压抑下的法治、金融发展和经济增长[J]. 中国社会科学, 2004, (1):42-55. |
[11] | 蔡红艳, 阎庆民. 产业结构调整与金融发展——来自中国的跨行业调查研究[J]. 管理世界, 2004, (10):79-84. |
[12] | Rajan R., Zingales L. Financial Development and Growth[J]. American Economic Review, 1998, 88(3):559-586. |
[13] | Cecchetti S., Kharroubi E. Reassessing the Impact of Finance on Growth[Z]. Bank for International Settlements Working Paper, 2012. |
[14] | Beck T. Finance and Growth: Too Much of a Good Thing?[J]. Revue D’economie Du Développement, 2014, 22(2):67-73. |
[15] |
Arcand J. L., Berkes E., Panizza U. Too Much Finance?[J]. Journal of Economic Growth, 2015, 20(2):105-148.
DOI URL |
[16] |
Donald T. D., Lin K. H., Meyers N. Did Financialization Reduce Economic Growth?[J]. Socio-Economic Review, 2015, 13(3):525-548.
DOI URL |
[17] | Alvarez F., Barlevy G. Mandatory Disclosure and Financial Contagion[Z]. National Bureau of Economic Research Working Paper, 2015. |
[18] |
Furlong F. T., Keeley M. C. Capital Regulation and Bank Risk-Taking: A Note[J]. Journal of Banking and Finance, 1989, 13(6):883-891.
DOI URL |
[19] |
Blum J. Do Capital Adequacy Requirements Reduce Risks in Banking?[J]. Journal of Banking and Finance, 1999, 23(5):755-771.
DOI URL |
[20] | 吴栋, 周建平. 资本要求和商业银行行为: 中国大中型商业银行的实证分析[J]. 金融研究, 2006, (8):144-153. |
[21] | 杨敏, 梁银鹤. 资本监管、市场竞争与银行风险承担——基于我国144家商业银行的经验证据[J]. 技术经济与管理研究, 2020, (8):79-84. |
[22] | 王擎, 吴玮. 资本监管与银行信贷扩张——基于中国银行业的实证研究[J]. 经济学动态, 2012, (3):63-66. |
[23] | 杨柳, 魏可, 冯源, 等. 银行异质性、金融监管强度与银行信贷扩张——基于PSTR模型的实证研究[J]. 上海金融, 2020, (6):19-28. |
[24] | 陈伟平, 张娜. 资本监管、流动性约束对商业银行贷款行为的影响[J]. 金融论坛, 2018, (12):46-61. |
[25] | 黄海涛, 余志君, 杨贤宏. 金融监管对企业金融化的影响及监管角色构建——基于期限结构异质性视角下的经验证据[J]. 金融经济学研究, 2020, (3):146-160. |
[26] | 马思超, 彭俞超. 加强金融监管能否促进企业“脱虚向实”?——来自2006—2015年上市公司的证据[J]. 中央财经大学学报, 2019, (11):28-39. |
[27] | 王灿, 喻平. 金融创新、金融监管与经济增长[J]. 统计与决策, 2020, (7):137-141. |
[28] | Romer P. M. Endogenous Technological Change[J]. Journal of Political Economy, 1990, 98(5):71-102. |
[29] | 唐松, 伍旭川, 祝佳. 数字金融与企业技术创新——结构特征、机制识别与金融监管下的效应差异[J]. 管理世界, 2020, (5):52-66. |
[30] | 陈守东, 李卓, 林思涵. 地方政府债务风险对区域性金融风险的空间溢出效应[J]. 西安交通大学学报(社会科学版), 2020, (6):33-44. |
[31] | 鲁志国, 赵培阳. 金融效率、产业结构升级与全要素生产率的动态关系及区域差异研究——以广东省为例[J]. 经济问题探索, 2020, (10):94-109. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||