基于CiteSpace方法的京津冀协同发展研究演化

doi:10.11821/dlxb201812008

摘要/Abstract

摘要：

京津冀地区是中国人口和经济最密集的城市化地区,在中国区域发展战略中具有重要地位,一直受到学者的广泛关注。但受国家宏观政策等因素的影响,研究热点处于持续演化之中。为梳理京津冀研究的脉络,利用知识图谱可视化技术,对京津冀研究的文献数量特征、期刊和学科分布特征、研究机构的网络特征进行了分析,总结了不同时段的研究热点和演化过程。研究表明：① 1982年以来京津冀研究的刊文量越来越多,主要集中在经济学、地理学、社会学、环境学四大学科,其中地理学在刊文量和期刊影响因子方面排在前列;② 位于京津冀区域内的高校和科研院所是京津冀研究的主要力量,研究机构间的共现网络密度为0.0063,表明已经初步形成合作网络,但联系与合作程度依然较低,各领域研究较为独立;③ 京津冀研究经历了3个阶段,不同阶段的研究热点具有鲜明的时代特征,说明京津冀研究与国家宏观政策的联系十分紧密。2006年以来形成了京津冀一体化与产业结构调整、区域空间结构与协调发展对策、PM_2.5与大气环境3个主要的研究方向。雄安新区、城市群、新型城镇化、碳排放等成为新的研究热点。

关键词: 京津冀地区, 文献计量, CiteSpace方法, 研究热点

Abstract:

Beijing-Tianjin-Hebei region, which is the most densely populated area and plays an important role in China's regional development strategy, has aroused great concern from scholars. Influenced by the national macro policies, the research hotspots are in continuous evolution. In order to sort out the research hotspots in different periods and the network links between research hotspots, and have a deeper understanding of the research fields, research directions, and research status of scholars in various disciplines, bibliometrics and knowledge map visualized technology are used to examine the quantitative characteristics of literatures, the characteristics of journal and discipline distribution, the co-occurrence network structure map of research institutes, and the research hotspots in different periods and their evolution are summarized as well. In addition, we take the research papers of Beijing, Tianjin and Hebei in the collection of core journals, CSSCI, EI source journals and SCI source journals in CNKI (China National Knowledge Infrastructure) as the object of study. The research suggests that: (1) The number of publications of the Beijing-Tianjin-Hebei study is increasing, mainly in the four majors of economics, geography, sociology, and environmental studies, with geography ranking in the forefront of the volume of papers and journal impact factors; (2) Universities and research institutes located in the Beijing-Tianjin-Hebei region are the main forces of the research, and the co-occurrence network density is 0.0063, indicating that a cooperative network has initially been formed among universities and research institutes, but the degree of contact and cooperation is relatively low, and the research in various fields is relatively independent; (3) The study of Beijing, Tianjin and Hebei has gone through three stages, and the research hotspots at different stages have distinctive characteristics of the times, explaining that the Beijing-Tianjin-Hebei study is closely linked to the national macro policies. Since 2006, three major research directions have been formed: Beijing- Tianjin-Hebei integration and industrial restructuring, regional spatial structure and coordinated development strategies, as well as PM_2.5 and atmospheric environment. Xiong'an new district, urban agglomeration, new urbanization, and carbon emissions have become new research hotspots.

Key words: Beijing-Tianjin-Hebei region, bibliometrics, CiteSpace method, research hotspot

孙威,毛凌潇. 基于CiteSpace方法的京津冀协同发展研究演化[J]. 地理学报, 2018, 73(12): 2378-2391.

SUN Wei,MAO Lingxiao. Evolution of research on Beijing-Tianjin-Hebei cooperative development based on CiteSpace method[J]. Acta Geographica Sinica, 2018, 73(12): 2378-2391.

参考文献

[1]	Liang Guoqiang.A review of bibliometrics in China. Documentation & Information Management for Science and Technology, 2013(4): 58-59, 62.
[1]	[梁国强. 国内文献计量学综述. 科技文献信息管理, 2013(4): 58-59, 62.]
[2]	Yangge Tian, Cheng Wen, Song Hong.Global scientific production on GIS research by bibliometric analysis from 1997 to 2006. Journal of Informetrics, 2008, 2(1): 65-74.http://linkinghub.elsevier.com/retrieve/pii/S1751157707000715
[3]	Zhuang Yanhua, Thuminh Nguyen, Song Hong.Global remote sensing research trends during 1991-2010: A bibliometric analysis. Scientometrics, 2012, 96(1): 203-219.
[4]	Wang Haijun, He Qingqing, Liu Xingjian, et al.Global urbanization research from 1991 to 2009: A systematic research review. Landscape and Urban Planning, 2012, 104(3): 299-309.https://linkinghub.elsevier.com/retrieve/pii/S0169204611003288
[5]	Liu Zhigao, Wang Chen, Li Erling, et al.Research progress of economic geography in China. Acta Geographica Sinica, 2014, 69(10): 1449-1458.
[5]	[刘志高, 王琛, 李二玲, 等. 中国经济地理研究进展. 地理学报, 2014, 69(10): 1449-1458.]http://d.wanfangdata.com.cn/Periodical/dlxb201410005
[6]	Andrew R Bodman.Measuring the influentialness of economic geographers during the "great half century": An approach using the H index. Journal of Economic Geography, 2010, 10(1): 141-156.https://academic.oup.com/joeg/article-lookup/doi/10.1093/jeg/lbp061
[7]	Zhong Saixiang, Yuan Tian, Su Xiangyan, et al.Progress in human geography in a century: A bibliometric review of 73 SSCI journals. Acta Geographica Sinica, 2015, 70(4): 678-688.
[7]	[钟赛香, 袁甜, 苏香燕, 等. 百年SSCI看国际人文地理学的发展特点与规律: 基于73种人文地理类期刊的文献计量分析. 地理学报, 2015, 70(4): 678-688.]
[8]	Zhong Saixiang, Qu Bo, Su Xiangyan, et al.Progress in Chinese geography research reflected from Acta Geographica Sinica during 1934-2013: A bibliometrics analysis. Acta Geographica Sinica, 2014, 69(8): 1077-1092.
[8]	[钟赛香, 曲波, 苏香燕, 等. 从《地理学报》看中国地理学研究的特点与趋势: 基于文献计量方法. 地理学报, 2014, 69(8): 1077-1092.]
[9]	Chen Liangfu, Yan Jun, Fan Wenjie, et al.Twentieth anniversary of the Journal of Remote Sensing. Journal of Remote Sensing, 2016, 20(5): 794-806.
[9]	[陈良富, 闫珺, 范闻捷, 等. 《遥感学报》20年: 从热点到前沿. 遥感学报, 2016, 20(5): 794-806.]http://d.wanfangdata.com.cn/Periodical/ygxb201605011
[10]	Rao Bin.Speech at the second preparatory leadership group meeting of the Beijing-Tianjin-Hebei auto industry joint venture. Special Purpose Vehicle, 1982(5): 1-2.
[10]	[饶斌. 在京津冀汽车工业联营公司第二次筹备领导小组会上的讲话. 专用汽车, 1982(5): 1-2.]
[11]	Peng Naizhu, Zhong Yongheng.Bibliometrical analysis of Yangtze research based on Web of Science from 1900 to 2012. Resources and Environment in the Yangtze Basin, 2015, 24(7): 1200-1206.
[11]	[彭乃珠, 钟永恒. 基于Web of Science的1900-2012年长江研究文献计量分析. 长江流域资源与环境, 2015, 24(7): 1200-1206.]http://www.cqvip.com/QK/97642X/201507/665534563.html
[12]	Hu Xiaofei, Zou Yan.Bibliometric and visual analysis on the study of the Yangtze River Economic Belt in China. East China Economic Management, 2017, 31(6): 166-173.
[12]	[胡小飞, 邹妍. 我国长江经济带研究的文献计量与可视化分析. 华东经济管理, 2017, 31(6): 166-173.]http://www.cqvip.com/QK/96459X/201706/672359149.html
[13]	Zhan Guohui.Bibliometric analysis of the research on "Beijing-Tianjin-Hebei" in the CNKI. Chinese Social Science Research, 2015(2): 61-70.
[13]	[詹国辉. 中国知网(CNKI)中“京津冀”问题研究的文献计量分析. 中国社会科学研究论丛, 2015(2): 61-70.]http://cpfd.cnki.com.cn/Article/CPFDTOTAL-YDWF201409006013.htm
[14]	Wei Jinping, Zhao Wangying.Review of research on the collaborative development of Beijing-Tianjin-Hebei based on bibliometric method. Journal of Hebei University of Technology (Social Sciences Edition), 2016, 8(3): 11-18.
[14]	[魏进平, 赵王英. 基于文献计量学方法的京津冀协同发展研究评述. 河北工业大学学报(社会科学版), 2016, 8(3): 11-18.]
[15]	Liu Zeyuan, Wang Xianwen, Chen Chaomei.Scientific knowledge mapping and its application in scientific and technological information field. Digital Library Forum, 2009, 10(10): 14-34.
[15]	[刘则渊, 王贤文, 陈超美. 科学知识图谱方法及其在科技情报中的应用. 数字图书馆论坛, 2009, 10(10): 14-34.]http://d.wanfangdata.com.cn/Periodical/sztsglt200910004
[16]	Xie Caixia, Liang Liming, Wang Wenhui.Analysis of key words in China's nanotechnology papers. Journal of Intelligence, 2005(3): 69-73.
[16]	[谢彩霞, 梁立明, 王文辉. 我国纳米科技论文关键词共现分析. 情报杂志, 2005(3): 69-73.]http://www.cqvip.com/Main/Detail.aspx?id=15387327
[17]	Wei Ruibin.Analysis of the research subject of information science based on the keyword. Information Science, 2006(9): 1400-1404, 1434.
[17]	[魏瑞斌. 基于关键词的情报学研究主题分析. 情报科学, 2006(9): 1400-1404, 1434.]http://www.cqvip.com/Main/Detail.aspx?id=22767796
[18]	Hu Chunyang, Liu Binglian, Liao Xinlin.Research hot spot and frontier trend on Chinese regional coordinated development policy: Analysis of visual mapping knowledge domain based on CiteSpace. Journal of South China Normal University (Social Science Edition), 2017(5): 98-109, 191.
[18]	[胡春阳, 刘秉镰, 廖信林. 中国区域协调发展政策的研究热点及前沿动态: 基于CiteSpace可视化知识图谱的分析. 华南师范大学学报(社会科学版), 2017(5): 98-109, 191.]
[19]	Chaomei Chen.CiteSpace II: Delecting and visualizing emerging trends and transient patterns in scientific literature. Journal of the American Society for Information Science and Technology, 2006, 57(3): 359-377.http://doi.wiley.com/10.1002/%28ISSN%291532-2890
[20]	Luo Rundong, Li Chao. Hot spot analysis of Chinese economics in 2015. Economic Perspectives, 2016(4): 96-105.
[20]	[罗润东, 李超. 2015年中国经济学研究热点分析. 经济学动态, 2016(4): 96-105.]http://www.cnki.com.cn/Article/CJFDTOTAL-JJXD201703011.htm
[21]	Hu Xuwei.Regional research on urban development. Economic Geography, 1984(1): 28-33.
[21]	[胡序威. 城市发展的区域研究. 经济地理, 1984(1): 28-33.]
[22]	Lu Dadao.Regional development and spatial structure in the Beijing, Tianjin and Tangshan regions. Economic Geography, 1985, 5(1): 37-43.
[22]	[陆大道. 京津唐地区的区域发展与空间结构. 经济地理, 1985, 5(1): 37-43.]http://www.cnki.com.cn/Article/CJFD1985-JJDL198501008.htm
[23]	Su Quanyou, Yao Cuicui. Comments on historical earthquake research made since the 1980s in China. Earthquake Research in Shanxi, 2008(3): 42-48 .
[23]	[苏全有, 姚翠翠. 20世纪80年代以来我国地震史研究述评. 山西地震, 2008(3): 42-48.]http://www.cqvip.com/Main/Detail.aspx?id=28430809
[24]	Tang Xinzhang.A review of short-time weather forecast at home and abroad. Journal of Applied Meteorological Science, 1990, 1(1): 93-99.
[24]	[唐新章. 国内外短时天气预报的评述. 应用气象学报, 1990, 1(1): 93-99.]http://www.cqvip.com/QK/97586X/199001/4001621895.html
[25]	Xu Shuli.On the development of horizontal economic union in Beijing, Tianjin and Hebei. Hebei Academic Journal, 1986(4): 96-98.
[25]	[许树立. 试论京津冀地区横向经济联合的发展. 河北学刊, 1986(4): 96-98.]http://www.cqvip.com/QK/96995X/198604/1002268337.html
[26]	Li Dengke.A discussion on the trend of tourism development in Beijing, Tianjin and Hebei. Tourism Tribune, 1988, 3(2): 53-57.
[26]	[李登科. 京津冀地区旅游发展趋势探讨. 旅游学刊, 1988, 3(2): 53-57.]
[27]	Wu Liangyong.Preliminary studies on the urban and rural spatial development planning of the Beijing-Tianjin-Northern Hebei region. Urban Planning, 2000(12): 9-15.
[27]	[吴良镛. 京津冀北城乡空间发展规划研究: 对该地区当前建设战略的探索之一. 城市规划, 2000(12): 9-15.]http://www.cnki.com.cn/Article/CJFDTotal-CSGH200012003.htm
[28]	Dang Anrong, Mao Qizhi, Wang Xiaodong.Urban spatial development of Beijing supported by GIS spatial analysis. Journal of Tsinghua University (Science and Technology), 2002, 42(6): 814-817.
[28]	[党安荣, 毛其智, 王晓栋. 基于GIS空间分析的北京城市空间发展. 清华大学学报(自然科学版), 2002, 42(6): 814-817.]http://www.cqvip.com/Main/Detail.aspx?id=6420982
[29]	Lu Jun.The spatial spread of the Beijing-Tianjin-Hebei urban economic region. Economic Geography, 2002, 22(5): 574-578.
[29]	[陆军. 论京津冀城市经济区域的空间扩散运动. 经济地理, 2002, 22(5): 574-578.]http://www.cqvip.com/Main/Detail.aspx?id=6888663
[30]	Dai Hongwei.Industrial gradient transfer and structural optimization in the "Big Beijing" economic circle. Economic Theory and Business Management, 2004(2): 66-70.
[30]	[戴宏伟. “大北京”经济圈产业梯度转移与结构优化. 经济理论与经济管理, 2004(2): 66-70.]http://www.cnki.com.cn/Article/CJFDTotal-JJLL200402014.htm
[31]	Chen Yongguo, Ma Lihui.Development orientation of industrial sub industry in Beijing, Tianjin and Hebei based on the analysis of industrial gradient coefficient. Productivity Research, 2004(1): 111-113.
[31]	[陈永国, 马丽慧. 基于产业梯度系数分析的京津冀工业分行业的发展取向. 生产力研究, 2004(1): 111-113.]http://d.wanfangdata.com.cn/Periodical_sclyj200401040.aspx
[32]	Zhu Erjuan.Production upgrading and integration in the process of the integration of Beijing-Tianjin-Hebei. Economic Geography, 2009, 29(6): 881-886.
[32]	[祝尔娟. 京津冀一体化中的产业升级与整合. 经济地理, 2009, 29(6): 881-886.]http://d.wanfangdata.com.cn/Periodical/jjdl200906001
[33]	Wu Qungagn, Yang Kaizhong.Reflections on the development of regional integration in Beijing, Tianjin and Hebei. Urban Problems, 2010(1): 11-16.
[33]	[吴群刚, 杨开忠. 关于京津冀区域一体化发展的思考. 城市问题, 2010(1): 11-16.]
[34]	Sun Jiuwen, Deng Huihui, Ye Zhenyu.The discussion of the Beijing, Tianjin and Hebei region economic integration and cooperation way. Journal of Capital University of Economics and Business, 2008(2): 55-60.
[34]	[孙久文, 邓慧慧, 叶振宇. 京津冀区域经济一体化及其合作途径探讨. 首都经济贸易大学学报, 2008(2): 55-60.]
[35]	Xing Zizheng, Ma Yunze.The trend of industrial structure convergence and coordination adjustment in Beijing-Tianjin-Hebei region. Modern Finance and Economics-Journal of Tianjin University of Finance and Economics, 2009(9): 50-56.
[35]	[邢子政, 马云泽. 京津冀区域产业结构趋同倾向与协同调整之策. 现代财经-天津财经大学学报, 2009(9): 50-56.]http://www.cqvip.com/Main/Detail.aspx?id=31502824
[36]	Wang Haitao, Xu Gang, Yun Xiaofang.An analysis of the industrial structures of Beijing, Tianjin and Hebei: From the perspective of regional economic intrgration. Journal of Northeastern University (Social Science), 2013(4): 367-374.
[36]	[王海涛, 徐刚, 恽晓方. 区域经济一体化视阈下京津冀产业结构分析. 东北大学学报(社会科学版), 2013(4): 367-374.]http://www.cnki.com.cn/Article/CJFDTotal-DBDS201304008.htm
[37]	Chen Hongxia, Li Guoping, Zhang Dan.Study on the characteristics of Beijing-Tianjin-Hebei spatial structure and the spatial integration. Urban Development Studies, 2011(11): 74-79.
[37]	[陈红霞, 李国平, 张丹. 京津冀区域空间格局及其优化整合分析. 城市发展研究, 2011(11): 74-79.]http://www.cqvip.com/QK/90379X/201111/39967364.html
[38]	Wu Jian, Yang Aiting.Empirical analysis of economic spatial structure of Beijing-Tianjin-Hebei region based on ESDA and CSDA. China Soft Science, 2010(3): 111-119.
[38]	[武剑, 杨爱婷. 基于ESDA和CSDA的京津冀区域经济空间结构实证分析. 中国软科学, 2010(3): 111-119.]
[39]	Sun Tieshan, Li Guoping, Lu Minghua.Concentration and decentralization of population in the Beijing-Tianjin-Hebei metropolitan region and its determinants: A regional density function approach. Acta Geographica Sinica, 2009, 64(8): 956-966.
[39]	[孙铁山, 李国平, 卢明华. 京津冀都市圈人口集聚与扩散及其影响因素: 基于区域密度函数的实证研究. 地理学报, 2009, 64(8): 956-966.]http://www.cqvip.com/Main/Detail.aspx?id=31214223
[40]	Ma Guoxia, Xu Yong, Tian Yujun.Spatial analysis of economic growth convergence mechanism in Beijing-Tianjin-Hebei metropolitan region. Geographical Research, 2007, 26(3): 590-598.
[40]	[马国霞, 徐勇, 田玉军. 京津冀都市圈经济增长收敛机制的空间分析. 地理研究, 2007, 26(3): 590-598.]http://www.cnki.com.cn/Article/CJFDTotal-DLYJ200703019.htm
[41]	Zhao Pusheng, Xu Xiaofeng, Meng Wei, et al.Characteristics of hazy days in the region of Beijing, Tianjin, and Hebei. China Environmental Science, 2012, 32(1): 31-36.
[41]	[赵普生, 徐晓峰, 孟伟, 等. 京津冀区域霾天气特征. 中国环境科学, 2012, 32(1): 31-36.]http://d.wanfangdata.com.cn/Periodical/zghjkx201201005
[42]	Mu Quan, Zhang Shiqiu.An evaluation of the economic loss due to the heavy haze during January 2013 in China. China Environmental Science, 2013, 33(11): 2087-2094.
[42]	[穆泉, 张世秋. 2013年1月中国大面积雾霾事件直接社会经济损失评估. 中国环境科学, 2013, 33(11): 2087-2094.]
[43]	Liu Hui, Shen Yuming, Meng Dan, et al.The city network centrality and spatial structure in the Beijing-Tianjin-Hebei metropolitan region. Economic Geography, 2013, 33(8): 37-45.
[43]	[刘辉, 申玉铭, 孟丹, 等. 基于交通可达性的京津冀城市网络集中性及空间结构研究. 经济地理, 2013, 33(8): 37-45.]http://www.cqvip.com/QK/93124X/201308/47169576.html
[44]	Wang Mei, Li Wenting.The poverty-stricken strip around Beijing and Tianjin and developing strategies. Hebei Academic Journal, 2008(6): 143-146.
[44]	[王玫, 李文廷. 环京津贫困带生态环境现状及发展对策. 河北学刊, 2008(6): 143-146.]http://www.cqvip.com/Main/Detail.aspx?id=28739413
[45]	Ma Limei, Zhang Xiao.The special effect of China's haze pollution and the impact from economic change and energy structure. China Industrial Economics, 2014(4): 19-31.
[45]	[马丽梅, 张晓. 中国雾霾污染的空间效应及经济、能源结构影响. 中国工业经济, 2014(4): 19-31.]http://www.cqvip.com/QK/93800A/201404/49210813.html
[46]	Wang Yuesi, Yao Li, Wang Lili, et al.Mechanism for the formation of the January 2013 heavy haze pollution episode over central and eastern China. Science China (Earth Sciences), 2014, 57(1): 14-25.http://link.springer.com/10.1007/s11430-013-4773-4
[47]	Wang Zifa, Li Jie, Wang Zhe, et al.Modeling study of regional severe hazes over mid-eastern China in January 2013 and its implications on pollution prevention and control. Science China: Earth Sciences, 2014, 44(1): 3-14.
[47]	[王自发, 李杰, 王哲, 等. 2013年1月我国中东部强霾污染的数值模拟和防控对策. 中国科学: 地球科学, 2014, 44(1): 3-14.]
[48]	Bo Wenguang, Chen Fei.The coordinated development among Beijing, Tianjin and Hebei: Challenges and predicaments. Nankai Journal (Philosophy, Literature and Social Science Edition), 2015(1): 110-118.
[48]	[薄文广, 陈飞. 京津冀协同发展: 挑战与困境. 南开学报(哲学社会科学版), 2015(1): 110-118.]http://www.cqvip.com/QK/81278X/201501/663377519.html
[49]	Wang Jiating, Cao Qingfeng.The collaboration of regional ecological governance of Beijing-Tianjin-Hebei: An extension of government behavior and market mechanism. Reform, 2014(5): 116-123.
[49]	[王家庭, 曹清峰. 京津冀区域生态协同治理: 由政府行为与市场机制引申. 改革, 2014(5): 116-123.]
[50]	Zhang Yaming, Liu Haiou.Technology resource sharing model and strategy of Beijing, Tianjin and Hebei from the outlook of collaborative innovation game theory. Forum on Science and Technology in China, 2014(1): 34-41.
[50]	[张亚明, 刘海鸥. 协同创新博弈观的京津冀科技资源共享模型与策略. 中国科技论坛, 2014(1): 34-41.]http://d.wanfangdata.com.cn/Periodical/zgkjlt201401007
[51]	Liu Rui.A clear understanding of the fundamental strategic intentions of the construction of Xiong'an New District. People's Tribune, 2017(12): 44-45.
[51]	[刘瑞. 认清建设雄安新区的根本战略意图. 人民论坛, 2017(12): 44-45.]
[52]	Ye Zhenyu.The relationship between Xiong'an New District and Beijing-Tianjin-Hebei and the approaches of their cooperation. Journal of Hebei University (Philosophy and Social Science), 2017, 42(4): 89-93.
[52]	[叶振宇. 雄安新区与京、津、冀的关系及合作途径. 河北大学学报(哲学社会科学版), 2017, 42(4): 89-93.]http://www.cqvip.com/QK/81454X/201704/673015982.html