World Regional Studies ›› 2023, Vol. 32 ›› Issue (8): 88-102.DOI: 10.3969/j.issn.1004-9479.2023.08.2021266
Previous Articles Next Articles
Junzhi DONG(), Yiwei MENG, Zhiwei DING()
Received:
2021-04-13
Revised:
2021-09-04
Online:
2023-08-15
Published:
2023-09-07
Contact:
Zhiwei DING
通讯作者:
丁志伟
作者简介:
董俊鸷(1996—),女,硕士研究生,研究方向为城市-区域综合发展,E-mail: dongjunzhi3137@163.com。
基金资助:
Junzhi DONG, Yiwei MENG, Zhiwei DING. Spatial differentiation and influencing factors of innovation output at county scale in China[J]. World Regional Studies, 2023, 32(8): 88-102.
董俊鸷, 孟怡伟, 丁志伟. 中国县域创新产出的空间分异及其影响因素[J]. 世界地理研究, 2023, 32(8): 88-102.
Add to citation manager EndNote|Ris|BibTeX
URL: https://sjdlyj.ecnu.edu.cn/EN/10.3969/j.issn.1004-9479.2023.08.2021266
维度 | 指标 | 最小值 | 最大值 | 平均值 | 标准差 | 显著性水平 |
---|---|---|---|---|---|---|
经济实力 | 人均GDP | -0.060 4 | 2.146 1 | 0.348 4 | 0.472 0 | 0.001 908** |
城镇化水平 | 城镇化率 | -0.015 7 | 0.285 2 | 0.111 1 | 0.077 3 | 0.000 017** |
信息化水平 | 每千人互联网用户量 | -0.010 5 | 0.168 6 | 0.061 0 | 0.052 4 | 0.000 014** |
农业现代化水平 | 人均农业机械总动力 | -1.0356 | 0.009 6 | -0.362 2 | 0.362 4 | 0.000 414** |
工业化水平 | 人均第二产业增加值 | -0.052 2 | 0.585 5 | 0.190 0 | 0.183 1 | 0.000 000** |
金融环境 | 人均储蓄余额 | -0.015 5 | 0.245 8 | 0.083 8 | 0.056 0 | 0.007 877* |
教育水平 | 高校及科研院所个数 | 0.000 8 | 0.071 0 | 0.034 1 | 0.014 1 | 0.017 640* |
地理区位 | 区位优势度 | 0.025 9 | 0.262 4 | 0.119 6 | 0.069 6 | 0.000 002** |
Tab.1 Results of GWR model of innovation outputs level in China
维度 | 指标 | 最小值 | 最大值 | 平均值 | 标准差 | 显著性水平 |
---|---|---|---|---|---|---|
经济实力 | 人均GDP | -0.060 4 | 2.146 1 | 0.348 4 | 0.472 0 | 0.001 908** |
城镇化水平 | 城镇化率 | -0.015 7 | 0.285 2 | 0.111 1 | 0.077 3 | 0.000 017** |
信息化水平 | 每千人互联网用户量 | -0.010 5 | 0.168 6 | 0.061 0 | 0.052 4 | 0.000 014** |
农业现代化水平 | 人均农业机械总动力 | -1.0356 | 0.009 6 | -0.362 2 | 0.362 4 | 0.000 414** |
工业化水平 | 人均第二产业增加值 | -0.052 2 | 0.585 5 | 0.190 0 | 0.183 1 | 0.000 000** |
金融环境 | 人均储蓄余额 | -0.015 5 | 0.245 8 | 0.083 8 | 0.056 0 | 0.007 877* |
教育水平 | 高校及科研院所个数 | 0.000 8 | 0.071 0 | 0.034 1 | 0.014 1 | 0.017 640* |
地理区位 | 区位优势度 | 0.025 9 | 0.262 4 | 0.119 6 | 0.069 6 | 0.000 002** |
1 | 曹勇, 秦以旭. 中国区域创新能力差异变动实证分析. 中国人口资源与环境, 2012, 22(3): 164-169. |
CAO Y, QIN Y. Empirical analysis on the change of regional innovation capability differences in China. China's population, resources and environment, 2012, 22(3): 164-169. | |
2 | 盛翔.区域创新产出的差异比较及影响因素的实证研究.杭州:浙江工商大学,2012. |
SHENG X.Spatial differences in regional innovation output and its influencing factors.Hangzhou: Master Dissertation of Zhejiang Gongshang University, 2012. | |
3 | 杨明海, 张红霞, 孙亚男, 等. 中国八大综合经济区科技创新能力的区域差距及其影响因素研究. 数量经济技术经济研究, 2018, 35(4): 3-19. |
YANG M, ZHANG H, SUN Y, et al. Research on the regional gap of science and technology innovation ability of China's eight comprehensive economic zones and its influencing factors . The Journal of Quantitative & Technical Economics, 2018,35(4):3-19. | |
4 | 丁美霞,周民良.中国各省区创新能力的动态趋势与影响因素分析.经济学家,2008(1):63-68. |
DING M, ZHOU M. Analysis on dynamic trend and influencing factors of innovation capability in Chinese provinces.Economist,2008(1):63-68. | |
5 | 张建伟,梁常安,黄蕊琦,等.中部地区创新产出空间差异及影响因素研究: 基于新经济地理学的视角.世界地理研究,2020,29(1):159-167. |
ZHANG J, LIANG C, HUANG R,et al.Spatial differences and influencing factors of innovation output in Central China--Based on the perspective of new economic geography.World Regional Studies,2020,29(1):159-167. | |
6 | 马静, 邓宏兵, 张红.空间知识溢出视角下中国城市创新产出空间格局. 经济地理, 2018, 38(9): 96-104. |
MA J, DENG H, ZHANG H. Spatial patterns of innovation output of cities in China based on spatial knowledge spillovers. Economic Geography,2018,38(9):96-104. | |
7 | 蒋天颖. 浙江省区域创新产出空间分异特征及成因. 地理研究, 2014, 33(10): 1825-1836. |
JIANG T. Spatial differentiation and its influencing factors of regional innovation output in Zhejiang Province. Geographical Research,2014,33(10):1825-1836. | |
8 | 何键芳, 张虹鸥, 叶玉瑶, 等. 广东省区域创新产出的空间相关性研究. 经济地理, 2013, 33(2): 117-121. |
HE J, ZHANG H, YE Y, et al. Research on spatial autocorrelation of innovation output in Guangdong Province. Economic Geography,2013,33(2):117-121. | |
9 | 方远平, 谢蔓. 创新要素的空间分布及其对区域创新产出的影响——基于中国省域的ESDA-GWR分析. 经济地理, 2012, 32(9): 8-14. |
FANG Y, XIE M. The effect of innovation elements agglomeration on regional innovation output -- Based on Chinese provinces and city's ESDA-GWR analysis. Economic Geography,2012,32(9):8-14. | |
10 | FREEMAN C. Continental national and sub-national innovation systems—Complementarity and economic growth. Research Policy,2002,31(2):191-211. |
11 | BOTTAZZI L, PERI G. Innovation and spillovers in regions: Evidence from European patent data. European Economic Review,2003,47(4):687-710. |
12 | SIMMIE J. Innovation and urban regions as national and international nodes for the transfer and sharing of knowledge. Regional Studies,2010,37(6/7):607-620. |
13 | 兰海霞, 赵雪雁. 中国区域创新效率的时空演变及创新环境影响因素. 经济地理, 2020, 40(2): 97-107. |
LAN H, ZHAO X. Spatial-temporal evolution and innovation environment factors of regional innovation efficiency in China. Economic Geography,2020,40(2):97-107. | |
14 | 盛彦文, 骆华松, 宋金平, 等. 中国东部沿海五大城市群创新效率、影响因素及空间溢出效应. 地理研究, 2020, 39(2): 257-271. |
SHENG Y, LUO H, SONG J, et al. Evaluation, influencing factors and spatial spillover of Innovation efficiency in five major urban agglomerations in coastal China. Geographical Research,2020,39(2):257-271. | |
15 | 周锐波, 刘叶子, 杨卓文. 中国城市创新能力的时空演化及溢出效应. 经济地理, 2019, 39(4): 85-92. |
ZHOU R, LIU Y, YANG Z. Spatial-temporal evolution and knowledge spillovers of urban innovation in China. Economic Geography,2019,39(4):85-92. | |
16 | 孙瑜康,孙铁山,席强敏.北京市创新集聚的影响因素及其空间溢出效应.地理研究,2017,36(12):2419-2431. |
SUN Y, SUN T, XI Q. Influencing factors and spillover effects of the innovation agglomeration in Beijing. Geographical Research,2017,36(12):2419-2431. | |
17 | 朱贻文, 曾刚, 曹贤忠, 等. 不同空间视角下创新网络与知识流动研究进展. 世界地理研究, 2017, 26(4): 117-125. |
ZHU Y, ZENG G, CAO X, et al. Research progress of innovation network and knowledge flow. World Regional Studies,2017,26(4):117-125. | |
18 | 周灿, 曾刚, 曹贤忠. 中国城市创新网络结构与创新能力研究. 地理研究, 2017, 36(7): 1297-1308. |
ZHOU C, ZENG G, CAO X. Chinese inter-city innovation networks structure and city innovation capability. Geographical Research,2017,36(7):1297-1308. | |
19 | DAVID B, AUDRETSH. Knowledge spillovers and the geography of innovation. Handbook of Urban and Regional Economics,2004(4):2713-2739. |
20 | 赵少平, 黄飞. 长三角区域创新集聚的空间计量实证研究. 经济地理, 2016, 36(8): 73-79. |
ZHAO S, HUANG F. The spatial econometricepirical researching on the regional innovation agglomeration in Yangtze River Delta. Economic Geography,2016,36(8):73-79. | |
21 | 李哲, 申玉铭, 曾春水. 中国省域科技创新模式及其时空演变. 地理研究, 2018, 37(6): 1223-1237. |
LI Z, SHEN Y, ZENG C. Science and technology innovation patterns and their spatial and temporal evolution of Provincial in China. Geographical Research,2018,37(6):1223-1237. | |
22 | 沈宏婷, 陆玉麒, 沈惊宏. 中国省域创新投入—创新产出—创新效益的时空耦合研究. 经济地理, 2017, 37(6): 17-22. |
SHEN H, LU Y, SHEN J. Spatial-temporal coupling of provincial innovation input-innovation output-innovation performance in China. Economic Geography,2017,37(6):17-22. | |
23 | 徐维祥, 齐昕, 刘程军, 等. 企业创新的空间差异及影响因素研究——以浙江为例. 经济地理, 2015, 35(12): 50-56. |
XU W, QI X, LIU C, et al. Spatial differences and influencing factors of enterprise innovation ——in case of Zhejiang Province. Economic Geography,2015,35(12):50-56. | |
24 | 梁政骥, 吕拉昌. 基于锡尔系数的广东省城市创新能力差异研究. 地域研究与开发, 2012, 31(3): 73-77. |
LIANG Z, LV L. Research on the differences of urban innovation capacity in Guangdong Province Based on the Theil index. Areal Research and Development,2012,31(3):73-77. | |
25 | 易高峰, 刘成. 江苏省城市创新能力的地区差异及影响因素分析. 经济地理, 2018, 38(10): 155-162. |
YI G, LIU C. The regional differences and determinants of city innovation capability in Jiangsu Province. Economic Geography,2018,38(10):155-162. | |
26 | 张建伟, 石江江, 王艳华, 等. 长江经济带创新产出的空间特征和时空演化. 地理科学进展, 2016, 35(9): 1119-1128. |
ZHANG J, SHI J, WANG Y, et al. Spatial characteristics and dynamic change of innovation outputs in the Yangtze River Economic Belt. Progress in Geography,2016,35(9):1119-1128. | |
27 | 谭俊涛, 张平宇, 李静. 中国区域创新绩效时空演变特征及其影响因素研究. 地理科学, 2016, 36(1):39-46. |
TAN J, ZHANG P, LI J. Spatio-temporal characteristics of regional innovation performance and its influencing factors in China. Scientia Geographica Sinica,2016,36(1):39-46. | |
28 | 程叶青, 王哲野, 马靖. 中国区域创新的时空动态分析. 地理学报, 2014, 69(12): 1779-1789. |
CHENG Y, WANG Z, MA J. Analyzing the space-time dynamics of innovation in China. Acta Geographica Sinica,2014,69(12):1779-1789. | |
29 | 蒋天颖,谢敏,刘刚.基于引力模型的区域创新产出空间联系研究——以浙江省为例.地理科学,2014,34(11):1320-1326. |
JIANG T, XIE M, LIU G. Spatial linkage of regional innovation output based on Gravity Model ——A case study in Zhejiang Province. Scientia Geographica Sinica,2014,34(11):1320-1326. | |
30 | 蒋天颖.我国区域创新差异时空格局演化及其影响因素分析.经济地理,2013,33(6):22-29. |
JIANG T.Study on the temporal and spatial evolution and influencing factors of regional innovation in China.Economic Geography,2013,33(6):22-29. | |
31 | 徐维祥, 杨蕾, 刘程军, 等. 长江经济带创新产出的时空演化特征及其成因. 地理科学, 2017, 37(4):502-511. |
XU W, YANG L, LIU C, et al. Temporal-spatial evolution characteristics and its causes of innovation output in Yangtze River economic belt. Scientia Geographica Sinica,2017,37(4): 502-511. | |
32 | 陈依曼, 李立勋, 符天蓝. 中国城市创新能力及其影响因素的空间分异:基于GWR模型的实证.热带地理, 2020, 40(2): 323-334. |
CHEN Y, LI L, FU T. Spatial heterogeneity in Chinese urban innovation capabilities and its determinants: Approach based on the geographically Weighted Regression model. Tropical Geography,2020,40(2): 323-334. | |
33 | 张建伟, 窦攀烽, 张永凯, 等. 江苏省县域创新产出的空间计量经济分析. 干旱区地理, 2017, 40(1):222-229. |
ZHANG J, DOU P, ZHANG Y, et al. Spatial econometric analysis of innovation output of Jiangsu Province in terms of country scale. Arid Land Geography,2017,40(1):222-229. | |
34 | 王彬燕, 王士君, 田俊峰, 等. 中国重点产业创新产出时空分异及影响因素. 地理研究, 2019,38(2):259-272. |
WANG B, WANG S, TIAN J, et al. Spatial-temporal characteristics of innovation output and its influencing factors of key industries in China. Geographical Research,2019,38(2):259-272. | |
35 | 刘树峰, 杜德斌, 覃雄合, 等. 中国沿海三大城市群企业创新时空格局与影响因素. 经济地理, 2018,38(12): 111-118. |
LIU S, DU D, QIN X, et al. Spatial-temporal pattern and influencing factors of enterprise innovation in three Chinese coastal urban agglomerations. Economic Geography,2018,38(12):111-118. | |
36 | 蒋天颖, 张超, 孙平, 等. 浙江省县域金融创新空间分异及驱动因素. 经济地理, 2019, 39(4): 146-154. |
JIANG T, ZHANG C, SUN P, et al. Spatial differentiation and driving factors of financial innovation at county in Zhejiang Province. Economic Geography,2019,39(4):146-154. | |
37 | 王春杨, 张超. 中国地级区域创新产出的时空模式研究——基于ESDA的实证. 地理科学, 2014, 34(12): 1438-1444. |
WANG C, ZHANG C. Spatial-temporal pattern of prefecture-level innovation output in China: An investigation using the ESDA. Scientia Geographica Sinica,2014,34(12):1438-1444. | |
38 | 刘建华,王明照,姜照华.基于空间计量模型的河南省创新能力时空演化及影响因素研究.地域研究与开发,2020, 39(4): 35-40. |
LIU J, WANG M, JIANG Z.Research on the spatial-temporal evolution and influencing factors of innovation capacity in Henan Province based on spatial econometric model. Areal Research and Development,2020,39(4):35-40. | |
39 | 雷亮, 许继琴, 应妙红. 区域创新产出时空格局演变研究——以浙江省县域为例. 科技与管理, 2015,17(1):24-29. |
LEI L, XU J, YING M. A study on the evolution of spatial and temporal pattern of regional innovation output--Taking counties in Zhejiang Province as an example . Science and Technology Management Research, 2015,17 (1): 24-29. | |
40 | 张友志, 顾红春. 江苏省县域创新产出的空间关联与时空演化. 地域研究与开发, 2013,32(6): 33-38. |
ZHANG Y, GU H. Spatial correlation and spatiotemporal evolution of county innovation output in Jiangsu Province. Areal Research and Development, 2013,32(6): 33-38. | |
41 | ZOLTAN J, LUC A, ATTILA V. Patents and innovation counts as measures of regional production of new knowledge. Research Policy,2002,31(7):1069-1085. |
42 | 武晓静,杜德斌,肖刚,等.长江经济带城市创新能力差异的时空格局演变.长江流域资源与环境,2017,26(4):490-499. |
WU X, DU D, XIAO G,et al.The temporal and spatial evolution of city innovation capability differences in the Yangtze River Economic Belt on the numbers of patents.Resources and Environment in the Yangtze Basin,2017,26(4):490-499. | |
43 | 王洋, 修春亮. 1990-2008年中国区域经济格局时空演变. 地理科学进展, 2011, 30(8): 1037-1046. |
WANG Y, XIU C. Spatiotemporal evolution of China's regional economic pattern from 1990 to 2008. Progress in Geography, 2011,30 (8): 1037-1046. | |
44 | 张旭亮, 史晋川, 李仙德, 等. 互联网对中国区域创新的作用机理与效应. 经济地理, 2017, 37(12): 129-137. |
ZHANG X, SHI J, LI X, et al. The mechanism and effect of the internet on Regional Innovation in China. Economic Geography,2017,37(12):129-137. | |
45 | 王俊松, 颜燕, 胡曙虹. 中国城市技术创新能力的空间特征及影响因素——基于空间面板数据模型的研究. 地理科学, 2017, 37(1): 11-18. |
WANG J, YAN Y, HU S. Spatial pattern and determinants of Chinese urban innovative capability——Based on Spatial Panel Data Model. Scientia Geographica Sinica,2017,37(1):11-18. |
Viewed | ||||||
Full text |
|
|||||
Abstract |
|
|||||