黄河流域农业绿色全要素生产率的空间格局与动态演进

doi:10.19741/j.issn.1673-4831.2021.0619

Abstract

Abstract: In this paper, a comprehensive indicator system of agricultural green total factor productivity (TFP) is proposed based on the concept of total factor productivity, and the corresponding agricultural green TFP for the Yellow River Basin provinces from 2004-2017 is calculated using the SBM model. The spatial autocorrelation analysis, kernel density estimation and Markov chain probability matrix are used to analyze the spatial pattern and dynamic evolution of the proposed indicator system. The results show that the agricultural green TFP in the Yellow River basin is not high as a whole, the trend of change between 2004-2017 was slightly decreased. There are obvious differences between provinces, and the spatial connection of the agricultural green TFP in the Yellow River basin is weak. The high-level and low-level agricultural green TFP areas are agglomerated together, which forms "club convergence". Under the effect of spatial lag, the phenomenon of "efficiency locking" was displayed. This study provides a policy implication for promoting the coordinated development of the Yellow River Basin and the green development of agriculture.

Key words: Yellow River Basin, agricultural green total factor productivity, spatial pattern, dynamic evolution

CLC Number:

X196

LIU Shuai, ZHANG Hang-yu, CAI Wen-jing. Spatial Pattern and Dynamic Evolution of Agricultural Green Total Factor Productivity in the Yellow River Basin[J]. Journal of Ecology and Rural Environment, 2022, 38(12): 1557-1566.

References

[1] 王奇,王会,陈海丹.中国农业绿色全要素生产率变化研究:1992-2010年[J].经济评论,2012(5):24-33.[WANG Qi,WANG Hui,CHEN Hai-dan.A Study on Agricultural Green TFP in China:1992-2010[J].Economic Review,2012(5):24-33.]
[2] 李谷成.中国农业的绿色生产率革命:1978-2008年[J].经济学(季刊),2014,13(2):537-558.[LI Gu-cheng.The Green Productivity Revolution of Agriculture in China from 1978to 2008[J].China Economic Quarterly,2014,13(2):537-558.]
[3] COMIN D.Total Factor Productivity[M].London,UK:Springer,2010:260-263.
[4] VAN BEVEREN I.Total Factor Productivity Estimation:A Practical Review[J].Journal of Economic Surveys,2012,26(1):98-128.
[5] BALK B M,BARBERO J,ZOFÍO J L.A Toolbox for Calculating and Decomposing Total Factor Productivity Indices[J].Computers & Operations Research,2020,115:104853.
[6] 郭庆旺,贾俊雪.中国全要素生产率的估算:1979-2004[J].经济研究,2005,40(6):51-60.[GUO Qing-wang,JIA Jun-xue.Estimating Total Factor Productivity in China[J].Economic Research Journal,2005,40(6):51-60.]
[7] MILLER S M,UPADHYAY M P.The Effects of Openness,Trade Orientation,and Human Capital on Total Factor Productivity[J].Journal of Development Economics,2000,63(2):399-423.
[8] 余泳泽.中国省际全要素生产率动态空间收敛性研究[J].世界经济,2015,38(10):30-55.[YU Yong-ze.Research on Dynamic Spatial Convergence of Total Factor Productivity among Provinces in China[J].The Journal of World Economy,2015,38(10):30-55.]
[9] ANG F,KERSTENS P J.Decomposing the Luenberger-Hicks-Moorsteen Total Factor Productivity Indicator:An Application to US Agriculture[J].European Journal of Operational Research,2017,260(1):359-375.
[10] 王璐,杨汝岱,吴比.中国农户农业生产全要素生产率研究[J].管理世界,2020,36(12):77-93.[WANG Lu,YANG Ru-dai,WU Bi.A Study on Total Factor Productivity of Agricultural Production of Rural Households in China[J].Management World,2020,36(12):77-93.]
[11] 张乐,曹静.中国农业全要素生产率增长:配置效率变化的引入:基于随机前沿生产函数法的实证分析[J].中国农村经济,2013(3):4-15.[ZHANG Le,CAO Jing.Agricultural Total Factor Productivity Growth in China:The Introduction of Allocation Efficiency Change:An Empirical Analysis Based on Stochastic Frontier Production Function Method[J].Chinese Rural Economy,2013(3):4-15.]
[12] 李欠男,李谷成,尹朝静,等.河北省县域农业绿色全要素生产率的空间特征[J].生态与农村环境学报,2019,35(7):845-852.[LI Qian-nan,LI Gu-cheng,YIN Chao-jing,et al.Spatial Characteristics of Agricultural Green Total Factor Productivity at County Level in Hebei Province[J].Journal of Ecology and Rural Environment,2019,35(7):845-852.]
[13] 王宝义,张卫国.中国农业生态效率的省际差异和影响因素:基于1996-2015年31个省份的面板数据分析[J].中国农村经济,2018(1):46-62.[WANG Bao-yi,ZHANG Wei-guo.Cross-Provincial Differences in Determinants of Agricultural Eco-Efficiency in China:An Analysis Based on Panel Data from 31 Provinces in 1996-2015[J].Chinese Rural Economy,2018(1):46-62.]
[14] 郭海红,刘新民.中国农业绿色全要素生产率时空演变[J].中国管理科学,2020,28(9):66-75.[GUO Hai-hong,LIU Xin-min.Time-Space Evolution of China's Agricultural Green Total Factor Productivity[J].Chinese Journal of Management Science,2020,28(9):66-75.]
[15] 葛鹏飞,王颂吉,黄秀路.中国农业绿色全要素生产率测算[J].中国人口·资源与环境,2018,28(5):66-74.[GE Peng-fei,WANG Song-ji,HUANG Xiu-lu.Measurement for China's Agricultural Green TFP[J].China Population,Resources and Environment,2018,28(5):66-74.]
[16] 肖琴,周振亚,罗其友.长江经济带农业绿色生产效率及其时空分异特征研究[J].中国农业资源与区划,2020,41(10):15-24.[XIAO Qin,ZHOU Zhen-ya,LUO Qi-you.Study on Agricultural Green Production Efficiency and Its Spatial-Temporal Differentiation Characteristics in the Yangtze River Economic Belt[J].Chinese Journal of Agricultural Resources and Regional Planning,2020,41(10):15-24.]
[17] HAN H B,ZHONG Z Q,WEN C C,et al.Agricultural Environmental Total Factor Productivity in China under Technological Heterogeneity:Characteristics and Determinants[J].Environmental Science and Pollution Research,2018,25(32):32096-32111.
[18] KUHN L,BALEZENTIS T,HOU L L,et al.Technical and Environmental Efficiency of Livestock Farms in China:A Slacks-Based DEA Approach[J].China Economic Review,2020,62:101213.
[19] LINH L T,LEE P P,CHUNG P K,et al.Evaluation of Total Factor Productivity and Environmental Efficiency of Agriculture in Nine East Asian Countries[J].Agricultural Economics(Zemědělská Ekonomika),2019,65(6):249-258.
[20] 展进涛,徐钰娇,葛继红.考虑碳排放成本的中国农业绿色生产率变化[J].资源科学,2019,41(5):884-896.[ZHAN Jin-tao,XU Yu-jiao,GE Ji-hong.Change in Agricultural Green Productivity in China Considering the Cost of Carbon Emissions[J].Resources Science,2019,41(5):884-896.]
[21] 侯孟阳,姚顺波.1978-2016年中国农业生态效率时空演变及趋势预测[J].地理学报,2018,73(11):2168-2183.[HOU Meng-yang,YAO Shun-bo.Spatial-Temporal Evolution and Trend Prediction of Agricultural Eco-Efficiency in China:1978-2016[J].Acta Geographica Sinica,2018,73(11):2168-2183.]
[22] 李波,张俊飚,李海鹏.中国农业碳排放时空特征及影响因素分解[J].中国人口·资源与环境,2011,21(8):80-86.[LI Bo,ZHANG Jun-biao,LI Hai-peng.Research on Spatial-Temporal Characteristics and Affecting Factors Decomposition of Agricultural Carbon Emission in China[J].China Population,Resources and Environment,2011,21(8):80-86.]
[23] 王宝义,张卫国.中国农业生态效率测度及时空差异研究[J].中国人口·资源与环境,2016,26(6):11-19.[WANG Bao-yi,ZHANG Wei-guo.A Research of Agricultural Eco-Efficiency Measure in China and Space-Time Differences[J].China Population,Resources and Environment,2016,26(6):11-19.]
[24] CHARNES A,COOPER W W,RHODES E.Measuring the Efficiency of Decision Making Units[J].European Journal of Operational Research,1978,2(6):429-444.
[25] BANKER R D,CHARNES A,COOPER W W.Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis[J].Management Science,1984,30(9):1078-1092.
[26] TONE K.A Slacks-Based Measure of Efficiency in Data Envelopment Analysis[J].European Journal of Operational Research,2001,130(3):498-509.
[27] TONE K.Dealing with Undesirable Outputs in DEA:A Slacks-Based Measure(SBM) Approach[Z].Toronto,Canada:Presentation at NAPW Ⅲ,2004:44-45.
[28] 许庆,尹荣梁,章辉.规模经济、规模报酬与农业适度规模经营:基于我国粮食生产的实证研究[J].经济研究,2011,46(3):59-71,94.[XU Qing,YIN Rong-liang,ZHANG Hui.Economies of Scale,Returns to Scale and the Problem of Optimum-Scale Farm Management:An Empirical Study Based on Grain Production in China[J].Economic Research Journal,2011,46(3):59-71,94.]
[29] 仇童伟,罗必良.从经验积累到分工经济:农业规模报酬递增的演变逻辑[J].华中农业大学学报(社会科学版),2020(6):9-18,160.[QIU Tong-wei,LUO Bi-liang.From Experience Accumulation to Division of Labor:Evolutionary Logic of Increasing Return to Scale in Agriculture[J].Journal of Huazhong Agricultural University(Social Sciences Edition),2020(6):9-18,160.]
[30] 王嫚嫚,刘颖,陈实.规模报酬、产出利润与生产成本视角下的农业适度规模经营:基于江汉平原354个水稻种植户的研究[J].农业技术经济,2017(4):83-94.[WANG Man-man,LIU Ying,CHEN Shi.Agricultural Moderate Scale Management from the Perspective of Scale Reward,Output Profit and Production Cost:Based on the Research of 354 Rice Growers in Jianghan Plain[J].Journal of Agrotechnical Economics,2017(4):83-94.]
[31] COOPER W W,SEIFORD L M,TONE K.Data Envelopment Analysis:A Comprehensive Text with Models,Applications,References and DEA-Solver Software[M].New York,USA:Springer,2007:375.
[32] SHAN Y,GUAN D,ZHENG H,et al.China CO₂ Emission Accounts 1997-2015[J].Scientific Data,2018,5:170201.
[33] 刘华军,石印.中国农业生态效率的空间分异与提升潜力[J].广东财经大学学报,2020,35(6):51-64.[LIU Hua-jun,SHI Yin.Spatial Differentiation and Promotion Potential of Agricultural Eco-Efficiency in China[J].Journal of Guangdong University of Finance ＆ Economics,2020,35(6):51-64.]
[34] 陈同斌,陈世庆,徐鸿涛,等.中国农用化肥氮磷钾需求比例的研究[J].地理学报,1998,53(1):33-42.[CHEN Tong-bin,CHEN Shi-qing,XU Hong-tao,et al.Simulation Study on Ratios of Nitrogen,Phosphorus and Potassium Fertilizers Required in the Crop Production in China[J].Acta Geographica Sinica,1998,53(1):32-41.]
[35] 赖斯芸.非点源污染调查评估方法及其应用研究[D].北京:清华大学,2003.[LAI Si-yun.Evaluation Method of Non-point Source Pollution Investigation and Its Application Study[D].Beijing:Tsinghua University,2003.]

Spatial Pattern and Dynamic Evolution of Agricultural Green Total Factor Productivity in the Yellow River Basin

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