我国农村金融与农村经济协同高质量发展的时空演化

doi:10.3969/j.issn.1004-1524.20230187

浙江农业学报 ›› 2023, Vol. 35 ›› Issue (12): 2999-3010.DOI: 10.3969/j.issn.1004-1524.20230187

• 农业经济与发展 • 上一篇

我国农村金融与农村经济协同高质量发展的时空演化

李海央¹(), 符景然², 杨敏¹, 韩旭韩¹, 连文婷¹, 朱德璋¹, 田甜铭梓¹^,^*()

1.昆明理工大学管理与经济学院,云南昆明 600504
2.昆士兰大学商业、经济和法律学院,澳大利亚昆士兰州 QLD4072

收稿日期:2023-02-18 出版日期:2023-12-25 发布日期:2023-12-27
作者简介:李海央(1985—),男,内蒙古赤峰人,博士,副教授,研究方向为区域金融与经济统计。E-mail:hyramli@outlook.com
通讯作者: *田甜铭梓,E-mail:75203549@qq.com
基金资助:
云南省基础研究计划面上项目(202201AT070930);昆明理工大学人文社会科学研究培育项目(PYYB2022014)

Spatio-temporal evolution of synergistic development of rural finance and rural economy in China

LI Haiyang¹(), FU Jingran², YANG Min¹, HAN Xuhan¹, LIAN Wenting¹, ZHU Dezhang¹, TIAN Tianmingzi¹^,^*()

1. Faculty of Management and Economics, Kunming University of Science and Technology, Kunming 600504, China
2. Faculty of Business, Economics and Law, The University of Queensland, Queensland QLD4072, Australia

Received:2023-02-18 Online:2023-12-25 Published:2023-12-27

摘要/Abstract

摘要：

测算我国除港、澳、台外31个省区市2010—2019年的农村金融与农村经济高质量发展指数,利用探索性时空数据分析手段与耦合协调度模型,揭示农村金融与农村经济协同高质量发展的时空演化规律。研究发现,31个省区市的农村金融与农村经济高质量发展水平呈现由东向西递减的梯度化分异格局,二者在局域空间结构的共变趋势存在南北分化表现,彼此间的协同演进过程稳定且不存在拮抗关系,耦合协调度的空间集聚格局已逐步形成。建议采取区域联动的互助发展模式,优化空间支撑体系,坚持强优势补短板,同步协调发展,以期为农村金融与农村经济的协同高质量发展提供反馈。

关键词: 高质量发展, 协同发展, 时空演化, 耦合协调

Abstract:

In order to reveal the synergistic high-quality relationship between rural finance and economy development, the spatiotemporal evolution was examined by calculating the high-quality development indexes of rural finance and economy development in 31 provincial administrative regions in China (excluding Hong Kong, Macao, Taiwan) during 2010-2019 and by employing exploratory spatiotemporal data analysis and a coupling coordination degree model. The high-quality levels of rural finance and economy development showed a graded descending pattern from east to west in the 31 provincial administrative regions, and the co-variation trend of the two showed a south-north differentiation regarding the local spatial structure. The synergistic evolutionary process between rural finance and the rural economy was stable and had no antagonistic relationship, and a spatial agglomeration pattern of coupling coordination degree formed gradually. The results showed the benefits of adopting an inter-regional collaborative development mode, optimising the spatial support system and consolidating strengths and addressing weak links to pursue simultaneous and coordinated development efforts. The findings provided feedback for the synergistic high-quality development of rural finance and rural economy.

Key words: high-quality development, synergistic development, spatio-temporal evolution, coupling coordination

中图分类号:

F329.9
K902

李海央, 符景然, 杨敏, 韩旭韩, 连文婷, 朱德璋, 田甜铭梓. 我国农村金融与农村经济协同高质量发展的时空演化[J]. 浙江农业学报, 2023, 35(12): 2999-3010.

LI Haiyang, FU Jingran, YANG Min, HAN Xuhan, LIAN Wenting, ZHU Dezhang, TIAN Tianmingzi. Spatio-temporal evolution of synergistic development of rural finance and rural economy in China[J]. Acta Agriculturae Zhejiangensis, 2023, 35(12): 2999-3010.

图/表 7

参考文献 21

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目标层 Target layer	一级指标 Primary indicator	二级指标 Secondary indicator	指标含义 Meaning of indicator
农村金融高质量发展 High-quality development of rural finance	量的扩张 Quantity expansion	网点人口覆盖率 Outlet-to-population ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/农村人口数 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/rural population
		网点地理覆盖率 Outlet-to-area ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/土地面积 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/land area
		服务人员人口覆盖率 Staff-to-population ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/农村人口数 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/rural population
		服务人员地理覆盖率 Staff-to-area ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/土地面积 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/land area
		涉农贷款人口覆盖率 Loan-to-population ratio	涉农贷款余额/农村人口数 Balance of agricultural loans/rural population
		涉农贷款地理覆盖率 Loan-to-area ratio	涉农贷款余额/土地面积 Balance of agricultural loans/land area
	质的提升 Quality	不良贷款率 Bad loan ratio	不良贷款余额/总贷款余额 Balance of bad loans/total loan balance
	improvement	农村金融存贷比 Rural loan-to-deposit ratio	涉农贷款余额/存款余额 Balance of agricultural loans/balance held on deposit
		农村金融效率 Rural financial efficiency	农业总产值/涉农贷款余额 Total agricultural output value/balance of agricultural loans
		农村金融结构 Rural financial structure	涉农贷款余额/总贷款余额 Balance of agricultural loans/total loan balance
		农村金融集聚度 Rural financial agglomeration degree	(t时期i省份农村金融从业人数/t时期i省份农业产值)/(t时期全部省份农村金融从业人数/t时期全部省份农业产值) (Number of rural financial practitioners of provincial administrative region i in period t/agricultural output value of provincial administrative region i in period t)/(number of rural financial practitioners in all provincial administrative regions in period t/agricultural output value of all provincial administrative regions in period t)
农村经济高质量发展 High-quality development of rural economy	巩固成果 Achievement consolidation	农村人均可支配收入 Per capita disposable income in rural area	农村居民人均可支配收入 Per capita disposable income of rural residents
		农村居民受教育水平 Educational levels of rural residents	农村居民文盲半文盲人口比重×2+小学文化程度人口比重×6+初中文化程度人口比重×9+高中文化程度人口比重×12+大专及以上文化程度人口比重×16 Percentage of the illiterate and semi-illiterate population among rural residents×2+percentage of the population with primary school education×6+percentage of population with middle school education×9+percentage of population with high school education×12+percentage of population with junior college or above education×16
		医疗人员人口覆盖率 Medical workers-to- population ratio	农村乡村医生和卫生人员数/农村人口数 Number of rural doctors and health workers/rural population
		农村居民人均住房面积 Per capita housing area of rural residents	农村家庭人口平均居住面积 Per capita housing area of rural family
	增强动能 Momentum enhancement	知识产权创造指数 Intellectual property creation index	采自《中国农业知识产权创造指数报告》 Cited from the Report on China’s Agricultural Intellectual Property Creation Indexes
		机械化发展水平 Mechanisation level	用农业机械总动力表征 Represented by the total power of agricultural machinery
		农业比较劳动生产率 Comparative labour productivity	(农业部门产值/总产值)/(农业部门劳动力人数/劳动力总数) (Agricultural output value/total output value)/(number of labourers in the agricultural sector/total number of labourers)
	提升效能 Efficiency improvement	农林牧渔服务业产值比 Output ratio of agriculture, forestry, husbandry and fishery service-to- agriculture	农林牧渔服务业产值/农业总产值 Output value of agriculture, forestry, husbandry and fishery service industry/total output value of agriculture
		耕地复种指数 Sowing ratio	全国播种面积/耕地总面积 National sown area/total area of cultivated land
		万元农业GDP耗水 Water consumption per 10 000 yuan agricultural GDP	农业生产用水量/农业总产值 Water consumption of agricultural production/total agricultural output value
		万元农业GDP耗能 Energy consumption per 10 000 yuan agricultural GDP	农业生产用电量/农业总产值 Electricity consumption of agricultural production/total agricultural output value
	畅通循环 Unimpeded circulation	市场化水平 Marketization level	采自《中国分省份市场化指数报告》 Cited from the Report on Marketization Indexes of Chinese Provinces
		农产品国际市场商品率 Export ratio of agricultural products	农产品出口总额/农林牧渔业总产值 Total export value of agricultural products/total output value of agriculture, forestry, husbandry and fishery industries

目标层 Target layer	一级指标 Primary indicator	二级指标 Secondary indicator	指标含义 Meaning of indicator
农村金融高质量发展 High-quality development of rural finance	量的扩张 Quantity expansion	网点人口覆盖率 Outlet-to-population ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/农村人口数 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/rural population
		网点地理覆盖率 Outlet-to-area ratio	(新型农村金融机构网点数+小型农村金融机构网点数)/土地面积 (Number of outlets of new rural financial institutions+number of outlets of small rural financial institutions)/land area
		服务人员人口覆盖率 Staff-to-population ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/农村人口数 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/rural population
		服务人员地理覆盖率 Staff-to-area ratio	(新型农村金融机构服务人员数+小型农村金融机构服务人员数)/土地面积 (Number of service staff of new rural financial institutions+number of service staff of small rural financial institutions)/land area
		涉农贷款人口覆盖率 Loan-to-population ratio	涉农贷款余额/农村人口数 Balance of agricultural loans/rural population
		涉农贷款地理覆盖率 Loan-to-area ratio	涉农贷款余额/土地面积 Balance of agricultural loans/land area
	质的提升 Quality	不良贷款率 Bad loan ratio	不良贷款余额/总贷款余额 Balance of bad loans/total loan balance
	improvement	农村金融存贷比 Rural loan-to-deposit ratio	涉农贷款余额/存款余额 Balance of agricultural loans/balance held on deposit
		农村金融效率 Rural financial efficiency	农业总产值/涉农贷款余额 Total agricultural output value/balance of agricultural loans
		农村金融结构 Rural financial structure	涉农贷款余额/总贷款余额 Balance of agricultural loans/total loan balance
		农村金融集聚度 Rural financial agglomeration degree	(t时期i省份农村金融从业人数/t时期i省份农业产值)/(t时期全部省份农村金融从业人数/t时期全部省份农业产值) (Number of rural financial practitioners of provincial administrative region i in period t/agricultural output value of provincial administrative region i in period t)/(number of rural financial practitioners in all provincial administrative regions in period t/agricultural output value of all provincial administrative regions in period t)
农村经济高质量发展 High-quality development of rural economy	巩固成果 Achievement consolidation	农村人均可支配收入 Per capita disposable income in rural area	农村居民人均可支配收入 Per capita disposable income of rural residents
		农村居民受教育水平 Educational levels of rural residents	农村居民文盲半文盲人口比重×2+小学文化程度人口比重×6+初中文化程度人口比重×9+高中文化程度人口比重×12+大专及以上文化程度人口比重×16 Percentage of the illiterate and semi-illiterate population among rural residents×2+percentage of the population with primary school education×6+percentage of population with middle school education×9+percentage of population with high school education×12+percentage of population with junior college or above education×16
		医疗人员人口覆盖率 Medical workers-to- population ratio	农村乡村医生和卫生人员数/农村人口数 Number of rural doctors and health workers/rural population
		农村居民人均住房面积 Per capita housing area of rural residents	农村家庭人口平均居住面积 Per capita housing area of rural family
	增强动能 Momentum enhancement	知识产权创造指数 Intellectual property creation index	采自《中国农业知识产权创造指数报告》 Cited from the Report on China’s Agricultural Intellectual Property Creation Indexes
		机械化发展水平 Mechanisation level	用农业机械总动力表征 Represented by the total power of agricultural machinery
		农业比较劳动生产率 Comparative labour productivity	(农业部门产值/总产值)/(农业部门劳动力人数/劳动力总数) (Agricultural output value/total output value)/(number of labourers in the agricultural sector/total number of labourers)
	提升效能 Efficiency improvement	农林牧渔服务业产值比 Output ratio of agriculture, forestry, husbandry and fishery service-to- agriculture	农林牧渔服务业产值/农业总产值 Output value of agriculture, forestry, husbandry and fishery service industry/total output value of agriculture
		耕地复种指数 Sowing ratio	全国播种面积/耕地总面积 National sown area/total area of cultivated land
		万元农业GDP耗水 Water consumption per 10 000 yuan agricultural GDP	农业生产用水量/农业总产值 Water consumption of agricultural production/total agricultural output value
		万元农业GDP耗能 Energy consumption per 10 000 yuan agricultural GDP	农业生产用电量/农业总产值 Electricity consumption of agricultural production/total agricultural output value
	畅通循环 Unimpeded circulation	市场化水平 Marketization level	采自《中国分省份市场化指数报告》 Cited from the Report on Marketization Indexes of Chinese Provinces
		农产品国际市场商品率 Export ratio of agricultural products	农产品出口总额/农林牧渔业总产值 Total export value of agricultural products/total output value of agriculture, forestry, husbandry and fishery industries

目标层	统计项	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019
Target layer	Statistic
农村金融高质量发展	均值Mean	0.228	0.239	0.246	0.257	0.265	0.270	0.270	0.276	0.275	0.284
High-quality development	中位数Median	0.206	0.210	0.209	0.210	0.212	0.215	0.220	0.231	0.229	0.226
of rural finance	极差Range	0.272	0.340	0.419	0.505	0.552	0.565	0.522	0.531	0.493	0.513
	标准差Standard deviation	0.072	0.087	0.100	0.117	0.129	0.134	0.129	0.133	0.130	0.137
农村经济高质量发展	均值Mean	0.220	0.228	0.230	0.228	0.235	0.236	0.232	0.237	0.240	0.241
High-quality development	中位数Median	0.183	0.191	0.196	0.197	0.202	0.208	0.206	0.209	0.212	0.212
of rural economy	极差Range	0.457	0.457	0.455	0.454	0.467	0.468	0.489	0.497	0.505	0.495
	标准差Standard deviation	0.111	0.115	0.112	0.110	0.109	0.106	0.107	0.114	0.121	0.120

目标层	统计项	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019
Target layer	Statistic
农村金融高质量发展	均值Mean	0.228	0.239	0.246	0.257	0.265	0.270	0.270	0.276	0.275	0.284
High-quality development	中位数Median	0.206	0.210	0.209	0.210	0.212	0.215	0.220	0.231	0.229	0.226
of rural finance	极差Range	0.272	0.340	0.419	0.505	0.552	0.565	0.522	0.531	0.493	0.513
	标准差Standard deviation	0.072	0.087	0.100	0.117	0.129	0.134	0.129	0.133	0.130	0.137
农村经济高质量发展	均值Mean	0.220	0.228	0.230	0.228	0.235	0.236	0.232	0.237	0.240	0.241
High-quality development	中位数Median	0.183	0.191	0.196	0.197	0.202	0.208	0.206	0.209	0.212	0.212
of rural economy	极差Range	0.457	0.457	0.455	0.454	0.467	0.468	0.489	0.497	0.505	0.495
	标准差Standard deviation	0.111	0.115	0.112	0.110	0.109	0.106	0.107	0.114	0.121	0.120

省级行政区 Provincial administrative region	农村金融Rural finance				农村经济Rural economy
省级行政区 Provincial administrative region	2010	2013	2016	2019	2010	2013	2016	2019
安徽Anhui	RL	M	M	RH	M	M	RH	RH
北京Beijing	RH	H	H	H	H	H	H	H
福建Fujian	RL	M	RH	RH	RH	RH	RH	RH
甘肃Gansu	RL	RL	RL	RL	M	M	M	RL
广东Guangdong	RL	M	RH	RH	RH	RH	RH	RH
广西Guangxi	RL	RL	RL	RL	M	M	M	M
贵州Guizhou	RL	RL	M	RH	RL	RL	RL	M
海南Hainan	RL	RL	RL	RL	RL	RL	RL	RL
河北Hebei	M	M	M	RH	RH	RH	M	RH
河南Henan	RH	RH	RH	RH	RH	RH	RH	RH
黑龙江Heilongjiang	RL	M	M	M	M	M	M	M
湖北Hubei	RL	RL	RL	RL	M	M	M	M
湖南Hunan	M	RL	RL	M	M	M	RH	RH
吉林Jilin	RL	RL	RL	RL	M	M	M	M
江苏Jiangsu	RH	H	H	H	RH	RH	RH	RH
江西Jiangxi	RL	RL	M	RH	M	M	M	M
辽宁Liaoning	L	RL	RL	RL	RH	M	M	M
内蒙古Inner Mongolia	RL	RL	RL	M	RL	RL	RL	RL
宁夏Ningxia	L	RL	RL	RL	L	L	RL	RL
青海Qinghai	L	L	RL	RL	L	L	L	L
山东Shandong	RH	RH	H	H	H	H	H	H
山西Shanxi	RL	RH	RH	RH	RL	RL	RL	RL
陕西Shaanxi	L	L	L	RL	RL	M	M	RL
上海Shanghai	H	H	H	H	H	H	H	H
四川Sichuan	RL	RL	RL	RL	M	M	M	M
天津Tianjin	RH	H	H	H	RH	RH	RH	RH
西藏Xizang	RL	L	L	L	L	RL	RL	RL
新疆Xinjiang	M	RL	RL	RL	M	M	M	M
云南Yunnan	L	RL	L	RL	M	M	M	M
浙江Zhejiang	H	H	H	H	RH	RH	RH	RH
重庆Chongqing	L	RL	RL	RL	RL	RL	M	M

我国农村金融与农村经济协同高质量发展的时空演化

Spatio-temporal evolution of synergistic development of rural finance and rural economy in China

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指标Index	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019
BGMI	0.460	0.476	0.477	0.482	0.489	0.491	0.490	0.491	0.493	0.504
Z	4.501	4.734	4.777	4.838	4.927	4.951	4.934	4.977	4.985	5.105
P	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001	0.001

周期Period	0°~90°	90°~180°	180°~270°	270°~360°
2010—2013	山西、江苏、湖北、贵州、重庆、云南、福建、广东、上海 Shanxi, Jiangsu, Hubei, Guizhou, Chongqing, Yunnan, Fujian, Guangdong, Shanghai	山东、河南、安徽、浙江、江西、湖南、广西、海南 Shandong, Henan, Anhui, Zhejiang, Jiangxi, Hunan, Guangxi, Hainan	吉林、新疆、河北、西藏 Jilin, Xinjiang, Hebei, Xizang	黑龙江、内蒙古、北京、甘肃、宁夏、青海、陕西、四川、天津、辽宁 Heilongjiang, Inner Mongolia, Beijing, Gansu, Ningxia, Qinghai, Shaanxi, Sichuan, Tianjin, Liaoning
2013—2016	山东、甘肃、江苏、安徽、西藏、贵州、重庆、江西、广东 Shandong, Gansu, Jiangsu, Anhui, Xizang, Guizhou, Chongqing, Jiangxi, Guangdong	湖北、浙江、四川、湖南、云南、广西、上海 Hubei, Zhejiang, Sichuan, Hunan, Yunnan, Guangxi, Shanghai	黑龙江、内蒙古、新疆、北京、山西、河北、河南、宁夏、陕西、海南、辽宁 Heilongjiang, Inner Mongolia, Xinjiang, Beijing, Shanxi, Hebei, Henan, Ningxia, Shaanxi, Hainan, Liaoning	吉林、青海、福建、天津 Jilin, Qinghai, Fujian, Tianjin
2016—2019	重庆、湖北、河北、陕西 Chongqing, Hubei, Hebei, Shaanxi	甘肃、青海、天津、湖南、云南、黑龙江、新疆、山西、辽宁 Gansu, Qinghai, Tianjin, Hunan, Yunnan, Heilongjiang, Xinjiang, Shanxi, Liaoning	吉林、福建、四川、广西、上海、河南 Jilin, Fujian, Sichuan, Guangxi, Shanghai, Henan	山东、江苏、安徽、西藏、贵州、江西、广东、浙江、内蒙古、北京、宁夏、海南 Shandong, Jiangsu, Anhui, Xizang, Guizhou, Jiangxi, Guangdong, Zhejiang, Inner Mongolia, Beijing, Ningxia, Hainan

2010年的空间类型 Spatial type in 2010	2019年的空间类型Spatial type in 2019
2010年的空间类型 Spatial type in 2010	HH	LH	LL	HL
HH	22.58	3.23	0	0
LH	3.23	9.67	0	0
LL	0	0	54.83	3.23
HL	0	0	3.23	0

[1]	曾小春, 李随成, 史官清, 邢泽宇. “双碳”目标背景下基于熵权TOPSIS法的区域农业高质量发展水平综合评价——基于变化速度特征视角[J]. 浙江农业学报, 2023, 35(4): 962-972.
[2]	张艳彬, 耿槟, 梁颖, 许调娟, 徐保根, 曾新, 张悦悦. “标准地”政策促进现代农业产业高质量发展的作用机制研究[J]. 浙江农业学报, 2023, 35(3): 688-697.
[3]	李俊蓉, 林荣日. 乡村振兴与新型城镇化耦合协调度的测度与影响因素研究[J]. 浙江农业学报, 2023, 35(10): 2477-2489.
[4]	张发明, 丁峰, 王坪. 中国粮食主产区农业高质量发展水平评价与时空演变[J]. 浙江农业学报, 2021, 33(1): 150-160.
[5]	董艳敏, 严奉宪. 中国农业高质量发展的时空特征与协调度[J]. 浙江农业学报, 2021, 33(1): 170-182.
[6]	俞滨, 汪卫芳. 优化股权结构,赋能技术创新——基于浙江农业龙头企业面板数据的实证研究[J]. 浙江农业学报, 2020, 32(5): 931-940.
[7]	傅琳琳, 毛小报, 毛晓红, 李海涛, 王瑾. 浙江农业可持续发展水平与区域差异综合评价——基于高质量发展视角[J]. 浙江农业学报, 2020, 32(10): 1880-1889.
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省级行政区 Provincial administrative region	耦合度Coupling degree				耦合协调度Coupling coordination degree
省级行政区 Provincial administrative region	2010	2013	2016	2019	2010	2013	2016	2019
安徽Anhui	0.963	0.986	0.986	0.996	0.440	0.467	0.500	0.519
北京Beijing	0.934	0.984	1.000	0.937	0.582	0.622	0.615	0.675
福建Fujian	0.948	0.945	0.962	0.976	0.473	0.516	0.536	0.540
甘肃Gansu	0.975	0.989	0.920	0.899	0.445	0.433	0.402	0.389
广东Guangdong	0.967	0.971	0.977	0.980	0.490	0.519	0.527	0.538
广西Guangxi	0.906	0.938	0.992	0.991	0.409	0.427	0.449	0.449
贵州Guizhou	0.816	0.813	0.849	0.801	0.356	0.363	0.397	0.408
海南Hainan	0.869	0.879	0.885	0.875	0.391	0.384	0.382	0.387
河北Hebei	0.976	0.981	0.988	0.980	0.511	0.523	0.495	0.504
河南Henan	0.999	0.997	0.989	0.999	0.544	0.554	0.550	0.562
黑龙江Heilongjiang	0.959	0.945	0.986	0.994	0.446	0.467	0.480	0.481
湖北Hubei	0.996	0.997	0.985	0.986	0.423	0.440	0.451	0.461
湖南Hunan	0.998	0.990	0.981	0.979	0.474	0.477	0.478	0.487
吉林Jilin	0.912	0.904	0.858	0.903	0.402	0.393	0.399	0.400
江苏Jiangsu	0.960	0.895	0.881	0.858	0.545	0.574	0.607	0.624
江西Jiangxi	0.944	0.909	0.912	0.855	0.423	0.413	0.426	0.455
辽宁Liaoning	0.960	0.975	0.991	0.993	0.449	0.462	0.454	0.453
内蒙古Inner Mongolia	0.822	0.830	0.829	0.838	0.365	0.381	0.384	0.399
宁夏Ningxia	0.767	0.726	0.763	0.717	0.319	0.326	0.339	0.338
青海Qinghai	0.719	0.722	0.705	0.729	0.282	0.301	0.311	0.321
山东Shandong	0.913	0.946	0.975	0.985	0.585	0.620	0.633	0.652
山西Shanxi	0.816	0.767	0.724	0.706	0.378	0.394	0.380	0.380
陕西Shaanxi	0.976	0.949	0.971	0.928	0.380	0.393	0.396	0.390
上海Shanghai	0.945	0.977	0.979	0.979	0.670	0.742	0.770	0.779
四川Sichuan	0.986	0.978	0.995	0.984	0.422	0.433	0.447	0.445
天津Tianjin	0.991	0.889	0.829	0.821	0.591	0.595	0.590	0.565
西藏Xizang	0.753	0.983	0.992	0.999	0.324	0.321	0.347	0.373
新疆Xinjiang	0.857	0.873	0.950	0.956	0.408	0.397	0.420	0.415
云南Yunnan	0.959	0.973	0.983	0.994	0.391	0.410	0.431	0.427
浙江Zhejiang	0.913	0.861	0.850	0.835	0.582	0.627	0.627	0.643
重庆Chongqing	0.846	0.860	0.926	0.903	0.343	0.371	0.414	0.415

省级行政区 Provincial administrative region	耦合度Coupling degree				耦合协调度Coupling coordination degree
省级行政区 Provincial administrative region	2010	2013	2016	2019	2010	2013	2016	2019
安徽Anhui	0.963	0.986	0.986	0.996	0.440	0.467	0.500	0.519
北京Beijing	0.934	0.984	1.000	0.937	0.582	0.622	0.615	0.675
福建Fujian	0.948	0.945	0.962	0.976	0.473	0.516	0.536	0.540
甘肃Gansu	0.975	0.989	0.920	0.899	0.445	0.433	0.402	0.389
广东Guangdong	0.967	0.971	0.977	0.980	0.490	0.519	0.527	0.538
广西Guangxi	0.906	0.938	0.992	0.991	0.409	0.427	0.449	0.449
贵州Guizhou	0.816	0.813	0.849	0.801	0.356	0.363	0.397	0.408
海南Hainan	0.869	0.879	0.885	0.875	0.391	0.384	0.382	0.387
河北Hebei	0.976	0.981	0.988	0.980	0.511	0.523	0.495	0.504
河南Henan	0.999	0.997	0.989	0.999	0.544	0.554	0.550	0.562
黑龙江Heilongjiang	0.959	0.945	0.986	0.994	0.446	0.467	0.480	0.481
湖北Hubei	0.996	0.997	0.985	0.986	0.423	0.440	0.451	0.461
湖南Hunan	0.998	0.990	0.981	0.979	0.474	0.477	0.478	0.487
吉林Jilin	0.912	0.904	0.858	0.903	0.402	0.393	0.399	0.400
江苏Jiangsu	0.960	0.895	0.881	0.858	0.545	0.574	0.607	0.624
江西Jiangxi	0.944	0.909	0.912	0.855	0.423	0.413	0.426	0.455
辽宁Liaoning	0.960	0.975	0.991	0.993	0.449	0.462	0.454	0.453
内蒙古Inner Mongolia	0.822	0.830	0.829	0.838	0.365	0.381	0.384	0.399
宁夏Ningxia	0.767	0.726	0.763	0.717	0.319	0.326	0.339	0.338
青海Qinghai	0.719	0.722	0.705	0.729	0.282	0.301	0.311	0.321
山东Shandong	0.913	0.946	0.975	0.985	0.585	0.620	0.633	0.652
山西Shanxi	0.816	0.767	0.724	0.706	0.378	0.394	0.380	0.380
陕西Shaanxi	0.976	0.949	0.971	0.928	0.380	0.393	0.396	0.390
上海Shanghai	0.945	0.977	0.979	0.979	0.670	0.742	0.770	0.779
四川Sichuan	0.986	0.978	0.995	0.984	0.422	0.433	0.447	0.445
天津Tianjin	0.991	0.889	0.829	0.821	0.591	0.595	0.590	0.565
西藏Xizang	0.753	0.983	0.992	0.999	0.324	0.321	0.347	0.373
新疆Xinjiang	0.857	0.873	0.950	0.956	0.408	0.397	0.420	0.415
云南Yunnan	0.959	0.973	0.983	0.994	0.391	0.410	0.431	0.427
浙江Zhejiang	0.913	0.861	0.850	0.835	0.582	0.627	0.627	0.643
重庆Chongqing	0.846	0.860	0.926	0.903	0.343	0.371	0.414	0.415