Resources Science ›› 2019, Vol. 41 ›› Issue (3): 532-545.doi: 10.18402/resci.2019.03.11
Previous Articles Next Articles
Min ZHOU1(), Teng WANG2, Liang YAN2, Xiongbiao XIE1(
)
Received:
2018-06-13
Revised:
2018-11-20
Online:
2019-03-20
Published:
2019-03-20
Min ZHOU, Teng WANG, Liang YAN, Xiongbiao XIE. Heterogeneity in the influence of fiscal decentralization and economic competition on China's energy ecological efficiency[J].Resources Science, 2019, 41(3): 532-545.
Add to citation manager EndNote|Reference Manager|ProCite|BibTeX|RefWorks
Table 1
Descriptive statistics of variables"
变量 | 均值 | 标准差 | 最小值 | 最大值 | 观测数 |
---|---|---|---|---|---|
EEE | 0.565 | 0.263 | 0.020 | 1 | 510 |
fd | 0.506 | 0.177 | 0.148 | 0.906 | 510 |
com | -0.013 | 0.069 | -0.243 | 0.095 | 510 |
open | 0.345 | 0.800 | 0.006 | 14.722 | 510 |
market | 0.417 | 0.217 | 0.030 | 1.968 | 510 |
ave_gdp | 17 664.32 | 12 304.36 | 2 759 | 79 132.93 | 510 |
tec | 0.092 | 0.016 | 0.048 | 0.131 | 510 |
invest | 0.572 | 0.220 | 0.252 | 1.328 | 510 |
ir | 0.060 | 0.034 | -0.007 | 0.223 | 510 |
gs | 0.192 | 0.085 | 0.077 | 0.628 | 510 |
Table 2
Different regression results of fiscal decentralization,economic competition and provincial energy- ecological efficiency of panel data"
变量 | 模型1 | 模型2 | 模型3 | 模型4 | 模型5 |
---|---|---|---|---|---|
fd | 0.423*** (3.31) | 0.473*** (3.28) | 0.421** (2.49) | 0.311** (2.18) | |
com | -0.593*** (-2.71) | -0.601*** (-2.71) | -0.794*** (5.12)- | -0.597*** (-7.83) | |
fd×com | -1.570* (-1.71) | -1.723* (-1.90) | -1.461* (-2.11) | ||
open | 0.025** (2.24) | 0.031** (2.41) | 0.033* (1.90) | 0.033 (1.78) | 0.034* (1.82) |
market | -0.383*** (-4.14) | -0.310*** (-4.64) | -0.353*** (-4.72) | -0.392*** (-6.53) | -0.379*** (-4.49) |
tec | 0.073*** (6.35) | 0.067*** (5.44) | 0.049*** (7.16) | 0.032** (2.77) | 0.044*** (5.06) |
ave_gdp | 7.21e-06*** (3.35) | 7.3e-06*** (3.39) | 1.32e-05*** (5.87) | 1.6e-05*** (9.76) | 1.2e-05*** (4.83) |
invest | -0.543*** (-6.69) | -0.544*** (-6.32) | -0.436*** (-4.00) | -0.401** (-3.45) | -0.388*** (-3.48) |
ir | 0.035 (0.09) | 0.420 (0.98) | 0.273 (1.03) | 0.720** (2.38) | 0.797** (3.03) |
gs | 0.836*** (3.70) | 1.060*** (4.11) | 1.710*** (11.13) | 1.180*** (11.25) | 1.3670*** (9.31) |
时间固定效应 | 否 | 否 | 是 | 是 | 是 |
地区固定效应 | 否 | 否 | 是 | 是 | 是 |
R2 | 0.553 | 0.573 | 0.577 | 0.589 | |
F | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 |
Prob(Hausman) | 0.000 | 0.000 | 0.000 | ||
N | 510 | 510 | 510 | 510 | 510 |
Table 3
Regression results of the influence of economic competition on energy ecological efficiency"
变量 | 模型5 | 模型6 | 模型7 | 模型8 |
---|---|---|---|---|
DumE×com | -0.873** (-2.76) | -0.862*** (-3.51) | -1.280*** (-9.10) | -1.316*** (-9.22) |
DumM×com | -0.772 (-1.51) | -0.825** (-2.32) | -0.698*** (-3.88) | -0.704*** (-3.62) |
DumW×com | 1.512* (1.91) | 1.521*** (4.92) | 0.847*** (4.07) | 0.848*** (4.04) |
fd | 0.569** (2.62) | 0.515*** (3.63) | 0.225* (2.19) | 0.280** (2.53) |
market | -0.216* (-2.01) | -0.234*** (-4.01) | -0.356*** (-5.80) | -0.360*** (-5.70) |
tec | 0.081** (2.53) | 0.066*** (6.26) | 0.031** (2.29) | 0.029* (2.15) |
ave_gdp | 8.11e-06** (2.20) | 9.13e-06*** (3.57) | 1.1e-05*** (5.22) | 1.06e-05*** (4.06) |
invest | -0.558** (-2.51) | -0.559*** (-6.70) | -0.389*** (-3.45) | -0.422*** (-3.40) |
ir | -0.315 (-0.75) | -0.167 (-1.44) | 0.731** (2.83) | 0.752** (2.67) |
gs | 1.182** (2.41) | 1.368*** (4.36) | 1.517*** (9.14) | 1.563*** (9.65) |
open | 0.026 (1.12) | 0.032** (2.77) | 0.027 (1.69) | |
时间固定效应 | 否 | 否 | 是 | 是 |
地区固定效应 | 否 | 否 | 是 | 是 |
R2 | 0.533 | 0.621 | 0.611 | |
F | 0.000 | 0.000 | 0.000 | 0.000 |
Prob(Hausman) | 0.000 | 0.000 | ||
N | 510 | 510 | 510 | 510 |
Table 4
Robustness check results for 2000-2007 and 2008-2016"
变量 | 2000-2007 | 2008-2016 | |||
---|---|---|---|---|---|
模型9 | 模型10 | 模型11 | 模型12 | ||
DumE×com | -0.749** (-3.39) | -0.753** (-4.53) | -1.490*** (-7.75) | -1.510*** (-7.82) | |
DumM×com | -0.207 (-0.51) | -0.644 (-1.12) | -0.159** (-2.55) | -0.127** (-2.63) | |
DumW×com | 0.027** (3.43) | 0.272*** (4.53) | 1.122*** (5.81) | 1.101*** (5.73) | |
fd | 0.401** (2.53) | 0.332** (2.63) | 0.348** (2.62) | 0.363** (2.74) | |
market | -0.243** (-2.76) | -0.152** (-2.65) | -0.482*** (-8.38) | -0.484*** (-8.35) | |
tec | 0.112*** (7.35) | 0.119*** (7.93) | 0.006** (2.50) | 0.007** (2.58) | |
ave_gdp | 7.77e-06 (2.05) | 7.41e-06*** (5.83) | 7.32e-06*** (5.86) | ||
invest | -0.388** (-2.84) | -0.753*** (-4.35) | -0.380** (-2.72) | -0.389** (-2.75) | |
ir | 0.428 (1.19) | 0.753** (2.07) | 0.167 (0.34) | 0.085 (0.16) | |
gs | 0.659 (1.51) | 0.876 (1.68) | 2.011*** (12.43) | 2.032*** (12.01) | |
open | 0.403*** (5.52) | 0.495*** (12.31) | 0.017 (1.89) | ||
时间固定效应 | 是 | 是 | 是 | 是 | |
地区固定效应 | 是 | 是 | 是 | 是 | |
R2 | 0.622 | 0.609 | 0.719 | 0.703 | |
F | 0.000 | 0.000 | 0.000 | 0.000 | |
Prob(Hausman) | 0.000 | 0.000 | 0.000 | 0.000 | |
N | 240 | 240 | 270 | 270 |
[1] | 陈抗, Hillman A L, 顾清扬. 财政集权与地方政府行为变化: 从援助之手到攫取之手[J]. 经济学(季刊), 2002, 2(1): 111-130. |
[Chen K, Hillman A L, Gu Q Y.Fiscal re-centralization and behavioral change of local governments: From the helping hand to the grabbing hand[J]. China Economic Quarterly, 2002, 2(1): 111-130.] | |
[2] | Hu B D.Measuring plant level energy efficiency in China's energy sector in the presence of allocates inefficiency[J]. China Economic Review, 2014, 31: 130-144. |
[3] | Lu W W, Su M R, Zhang Y, et al. Assessment of energy security in China based on ecological network analysis: A perspective from the security of crude oil supply[J]. Energy Policy, 2014, 74: 406-413. |
[4] | 张伟, 吴文元. 基于环境绩效的长三角都市圈全要素能源效率研究[J]. 经济研究, 2011, (10): 95-109. |
[Zhang W, Wu W Y.Research on total-factor energy efficiency of metropolitan regions of Yangtze River Delta based on environment performance[J]. Economic Research Journal, 2011, (10): 95-109.] | |
[5] | 林伯强, 李江龙. 环境治理约束下的中国能源结构转变: 基于煤炭和二氧化碳峰值的分析[J]. 中国社会科学, 2015, (9): 84-107. |
[Lin B Q, Li J L.Transformation of China’s energy structure under environmental governance constraints: A peak value analysis of coal and carbon dioxide[J]. Social Sciences in China, 2015, (9): 84-107.] | |
[6] | 关伟, 许淑婷. 中国能源生态效率的空间格局与空间效应[J]. 地理学报, 2015, 70(6): 980-992. |
[Guan W, Xu S T.Study on spatial pattern and spatial effect of energy eco-efficiency in China[J]. Acta Geographica Sinica, 2015, 70(6): 980-992.] | |
[7] | 王晓岭, 武春友. “绿色化”视角下能源生态效率的国际比较: 基于“二十国集团”面板数据的实证检验[J]. 技术经济, 2015, 34(7): 70-77. |
[Wang X L, Wu C Y. International comparison on energy eco-efficiency under perspective of greenization: Empirical study based on panel data of G20[J]. Technology Economics, 2015, 34(7): 70-77]. | |
[8] | 赵鑫, 孙欣, 陶然. 去产能视角下的长江经济带能源生态效率评价及收敛性分析[J]. 太原理工大学学报(社会科学版), 2016, 34(5): 45-50. |
[Zhao X, Sun X, Tao R.Energy eco-efficiency evaluation and convergence analysis of the Yangtze river economic belt from the perspective of capacity reduction[J]. Journal of Taiyuan University of Technology (Social Science Edition), 2016, 34(5): 45-50.] | |
[9] | 孙涵, 聂飞飞, 申俊, 等. 空气污染、空间外溢与公共健康[J]. 中国人口·资源与环境, 2017, 27(9): 35-45. |
[Sun H, Nie F F, Shen J, et al. The air pollution, the spatial spill-over and the public health[J]. China Population, Resources and Environment, 2017, 27(9): 35-45.] | |
[10] | 吕明元, 陈维宣. 中国产业结构升级对能源效率的影响研究: 基于1978-2013年数据[J]. 资源科学, 2016, 38(7): 1350-1362. |
[Lv M Y, Chen W X.The study on the impact of industrial structure upgrading on energy efficiency in China based on the data from 1978 to 2013[J]. Resources Science, 2016, 38(7): 1350-1362.] | |
[11] | Jiang X, Duan Y, Green C.Regional disparity in energy intensity of China and the role of industrial and export structure[J]. Resources, Conservation and Recycling, 2017, 120: 209-218. |
[12] | Fan R G, Luo M, Zhang P.A study on evolution of energy intensity in China with heterogeneity and rebound effect[J]. Energy, 2016, 99: 159-169. |
[13] | 王班班, 齐绍洲. 有偏技术进步、要素替代与中国工业能源强度[J]. 经济研究, 2014, (2): 115-127. |
[Wang B B, Qi S Z.Biased technological progress, factor substitution and China’s industrial energy intensity[J]. Economic Research Journal, 2014, (2): 115-127.] | |
[14] | 尤济红, 高志刚. 政府环境规制对能源效率影响的实证研究: 以新疆为例[J]. 资源科学, 2013, 35(6): 1211-1219. |
[You J H, Gao Z G.Can government environmental regulations be good for energy efficiency? An empirical study in Xinjiang[J]. Resources Science, 2013, 35(6): 1211-1219.] | |
[15] | 陶长琪, 李翠, 王夏欢. 环境规制对全要素能源效率的作用效应与能源消费结构演变的适配关系研究[J]. 中国人口·资源与环境, 2018, 28(4): 98-108. |
[Tao C Q, Li C, Wang X H.Suitability of environmental regulation effect on total-factor energy efficiency and relation to energy consumption structure evolution[J]. China Population, Resources and Environment, 2018, 28(4): 98-108.] | |
[16] | 潘雄锋, 彭晓雪, 李斌. 市场扭曲、技术进步与能源效率: 基于省际异质性的政策选择[J]. 世界经济, 2017, 40(1): 91-115. |
[Pan X F, Peng X X, Li B.Market distortion, technical progress and energy efficiency: Policy choice based on the provincial heterogeneity[J]. The Journal of World Economy, 2017, 40(1): 91-115.] | |
[17] | 钟炜, 胡怡建. 税收优惠对我国外商投资企业的重要性程度研究: 一项问卷调查[J]. 财贸经济, 2007, (1): 70-75. |
[Zhong W, Hu Y J.Significance of tax preferential policy to China's foreign invested enterprises: A survey[J]. Finance & Trade Economics, 2007, (1): 70-75.] | |
[18] | 陆建明. 补贴资源性产业的扭曲效应研究: 基于开放经济下的经济增长视角[J]. 世界经济研究, 2013, (3): 3-9. |
[Lu J M.The distortion effect of the subsidies to resource sector: A study from economic growth aspect in open economy[J]. World Economy Studies, 2013, (3): 3-9.] | |
[19] | Schaltegger S, Sturm A.Ökologische Rationalität: Ansatzpunkte zur Ausgestaltung von ökologieorientierten Managementinstrumenten[J]. Die Unternehmung, 1990, 44(4): 273-290. |
[20] | WBSCD. Eco-efficient Leadership for Improved Economic and Environmental Performance[M]. Geneva: World Business Council for Sustainable Development, 1995. |
[21] | OECD. Eco-efficiency[M]. Paris: Organization for Economic Cooperation and Development, 1998. |
[22] | Muller K, Sturm A.Standardized Eco-efficiency Indicators-Report 1: Concept Paper[R]. Basel: Ellipson AG, 2001. |
[23] | Scholz R W, Wiek A.Operational eco-efficiency: Comparing firms' environmental investments in different domains of operation[J]. Journal of Industrial Ecology, 2005, 9(4): 155-170. |
[24] | Oates W E, Portney P R.The political economy of environmental policy[J]. Handbook of Environmental Economics, 2003, 1: 325-354. |
[25] | Whitford A B, Helland E.Pollution incidence and political jurisdiction: Evidence from the TRI[J]. Journal of Environmental Economics & Management, 2003, 46(3): 403-424. |
[26] | Oates W E.The arsenic rule: A case for decentralized standard setting?[J]. Resources, 2002, 147: 16-18. |
[27] | 刘津汝. 财政分权、外商直接投资与污染避难所假说: 基于省级动态面板数据的研究[J]. 统计与信息论坛, 2013, 28(11): 60-65. |
[Liu J R.Fiscal decentralization, FDI and pollution haven hypothesis: Based on study of provincial dynamic panel data[J]. Statistics and Information Forum, 2013, 28(11): 60-65.] | |
[28] | 张克中, 王娟, 崔小勇. 财政分权与环境污染: 碳排放的视角[J]. 中国工业经济, 2011, (10): 65-75. |
[Zhang K Z, Wang J, Cui X Y.Fiscal decentralization and environmental pollution: From the perspective of carbon emission[J]. China Industrial Economics, 2011, (10): 65-75.] | |
[29] | 周黎安. 中国地方官员的晋升锦标赛模式研究[J]. 经济研究, 2007, (7): 36-50. |
[Zhou L A.Governing China’s local officials: Analysis of promotion tournament model[J]. Economic Research Journal, 2007, (7): 36-50.] | |
[30] | Blanchard O, Shleifer A.Federalism with and without political centralization: China Versus Russia[J]. Imf Staff Papers, 2001, 48(1): 171-179. |
[31] | 张晏, 龚六堂. 分税制改革、财政分权与中国经济增长[J]. 经济学季刊, 2005, 5(4): 75-108. |
[Zhang Y, Gong L T.The fenshuizhi reform, Fiscal decentralization, and economics growth in China[J]. China Economic Quarterly, 2005, 5(4): 75-108.] | |
[32] | Breton A.Competitive governments: An economic theory of politics and public finance[J]. Public Choice, 1996, 67(2): 223-227. |
[33] | 李香菊, 赵娜. 税收竞争对环境污染的影响及传导机制分析[J]. 中国人·资源与环境, 2017, 27(6): 163-170. |
[Li X J, Zhao N.The transmission mechanism and effect of tax competition on environmental pollution[J]. China Population, Resources and Environment, 2017, 27(6): 163-170.] | |
[34] | Wilson J D.Theories of tax competition[J]. National Tax Journal, 1999, 52(2): 269-304. |
[35] | Rauscher M.Economic growth and tax competition leviathans[J]. International Tax and Public Finance, 2005, 12(4): 457-474. |
[36] | 刘洁, 李文. 中国环境污染与地方政府税收竞争: 基于空间面板数据模型的分析[J]. 中国人口·资源与环境, 2013, 23(4): 81-88. |
[Liu J, Li W.Environmental pollution and intergovernmental tax competition in China: Based on spatial panel data model[J]. China Population Resources and Environment, 2013, 23(4): 81-88.] | |
[37] | 闫文娟. 财政分权、政府竞争与环境治理投资[J]. 财贸研究, 2012 , 23(5): 91-97. |
[Yan W J.Fiscal decentralization, government competition and environmental pollution disposal investment[J]. Finance and Trade Research, 2012, 23(5): 91-97.] | |
[38] | 陈晓红, 易国栋, 刘翔. 基于三阶段 SBM-DEA 模型的中国区域碳排放效率研究[J]. 运筹与管理, 2017, 26(3): 115-122. |
[Cheng X H, Yi G D, Liu X.Analysis of the low carbon economy efficiency in China: Based on a method of three stage SBM-DEA model with undesirable outputs[J]. Operations Research and Management Science, 2017, 26(3): 115-122.] | |
[39] | 解文华, 方虹, 张军峰, 等. 基于SBM-DEA模型及Malmquist指数的中国与欧盟航空运输企业能源效率比较研究[J]. 数学的理论与实践, 2017, 47(17): 194-201. |
[Jie W H, Fang H, Zhang J F, et al. Study on the energy efficiency of China and EU aviation transportation enterprises based on SBM-DEA model and Malmquist Index[J]. Mathematics in Practice and Theory, 2017, 47(17): 194-201.] | |
[40] | 吴延瑞. 生产率对中国经济增长的贡献: 新的估计[J]. 经济学(季刊), 2008, 7(3): 827-842. |
[Wu Y R.The role of productivity in China’s growth: New estimates[J]. China Economic Quarterly, 2008, 7(3): 827-842.] | |
[41] | Suzuki S, Nijkamp P.An evaluation of energy-environment-economic efficiency for EU, APEC and ASEAN countries: Design of a Target-Oriented DFM model with fixed factors in data envelopment analysis[J]. Energy Policy, 2016, 88: 100-112. |
[42] | IPCC. 2006 IPCC Guidelines for National Greenhouse Gas Inventories[M]. Kanaqawa: IGES, 2006. |
[43] | 国家统计局. 中国统计年鉴[M]. 北京: 中国统计出版社,2000-2016. |
[National Bureau of Statistics of the People’s Republic of China. Statistical Yearbook of China[M]. Beijing: China Statistical Publishing House, 2000-2016.] | |
[44] | 国家统计局能源统计司. 中国能源统计年鉴[M]. 北京: 中国统计出版社, 2000-2016. |
[Department of Energy Statistics,National Bureau of Statistics of the People’s Republic of China. China Energy Statistical Yearbook [M]. Beijing: China Statistical Publishing House, 2000-2016.] | |
[45] | 环境保护部. 中国环境年鉴[M]. 北京: 中国环境年鉴出版社, 2000-2016. |
[Ministry of Environmental Protection. China's Environmental Yearbook [M]. Beijing: China's Environmental Yearbook Publishing House, 2000-2016.] | |
[46] | 国家税务总局. 中国税务年鉴[M]. 北京: 中国税务出版社, 2000-2016. |
[ State Administration of Taxation. China Taxation Yearbook[M]. Beijing: China Taxation Publishing House, 2000-2016.] | |
[47] | 国家统计局. 中国六十年统计资料汇编 1949-2008[M]. 北京: 中国统计出版社, 2010. |
[National Bureau of Statistics of the People’s Republic of China. China Compendium Statistics 1949-2008 [M]. Beijing: China Statistical Publishing House, 2010.] | |
[48] | CEIC. CEIC Database[EB/OL]. (2017-08-02)[2018-06-13]. |
[49] | EPS. EPS Database[EB/OL]. (2017-08-19)[2010-06-13]. . |
[50] | 王佳杰, 童锦治, 李星. 税收竞争、财政支出压力与地方非税收入增长[J]. 财贸经济, 2014, 35(5): 27-38. |
[Wang J J, Tong J Z, Li X.Tax competition, fiscal pressure and the non-tax revenue expansion of local governments[J]. Finance & Trade Economics, 2014, 35(5): 27-38.] | |
[51] | 贺俊, 吴照袭. 财政分权、经济增长与城乡收入差距: 基于省际面板数据的分析[J]. 当代财经, 2013, (5): 27-38. |
[He J, Wu Z X.Fiscal decentralization, economic growth and urban-rural income gap: An analysis based on inter-provincial panel date[J]. Contemporary Finance & Economics, 2013, (5): 27-38.] | |
[52] | 王苍峰, 王恬. 人民币汇率、外部需求与我国工业行业的利润率[J]. 数量经济技术经济研究, 2013, (3): 53-65. |
[Wang C F, Wang T.RMB exchange rate, foreign demands and profit margin of China’s industry sectors[J]. The Journal of Quantitative & Technical Economics, 2013, (3): 53-65.] | |
[53] | 杨子晖. 政府规模、政府支出增长与经济增长关系的非线性研究[J]. 数量经济技术经济研究, 2011, (6): 77-92. |
[Yang Z H.An investigation on the nonlinear relationship between government size, expenditure growth and economic growth[J]. The Journal of Quantitative & Technical Economics, 2011, (6): 77-92.] | |
[54] | 张德钢, 陆远权. 市场分割对能源效率的影响研究[J]. 中国人口·资源与环境, 2017, 27(1): 65-72. |
[Zhang D G, Lu Y Q.Impact of market segmentation on energy efficiency[J]. China Population, Resources and Environment, 2017, 27(1): 65-72.] |
|