Acta Geographica Sinica ›› 2023, Vol. 78 ›› Issue (4): 913-929.doi: 10.11821/dlxb202304009
• Transportation and Tourism Geography • Previous Articles Next Articles
WANG Liehui1,2,3,4(), CHEN Ping1, ZHANG Nanyi1
Received:
2021-12-26
Revised:
2023-02-14
Online:
2023-04-25
Published:
2023-06-25
Supported by:
WANG Liehui, CHEN Ping, ZHANG Nanyi. Spatial pattern and influencing factors of shipping service industry[J].Acta Geographica Sinica, 2023, 78(4): 913-929.
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Tab. 2
Influencing factors of global shipping service industries
类别 | 具体指标 | 指标解释 |
---|---|---|
地方经济 | 国内生产总值(美元) | 一个国家或地区的经济中年生产出的全部最终产品和劳务的价值 |
人均国内生产总值(美元) | 国内生产总值与人口总数的比值 | |
经济自由度指数 | 反映政府对经济的干涉水平,分值越高,干涉程度越小 | |
国际贸易额(美元) | 一个国家或地区商品和服务的进出口总额 | |
服务水平 | B2C电子商务指数数据 | 一个国家或地区与在线购物相关服务的水平 |
服务贸易额(美元) | 一个国家或地区服务进口和出口的总额 | |
国际旅游入境人数(人) | 常居住地不在该国或地区,居住时间不超过12个月,且不以从事获取报酬的活动为旅行目的的游客数量 | |
服务业就业人员占比(%) | 服务业就业人员占就业人口总数的百分比 | |
航空客运量(人) | 在所在国或地区注册的航空承运人的国内和国际航班乘客数 | |
物流绩效 | 班轮运输联通指数 | 一个国家或地区在全球班轮运输网络中的连通程度 |
出口清关效率(d) | 货物通过海关清关直接出口的平均时间 | |
物流绩效指数 | 一个国家或地区物流水平的总体表现,分数越高表现越好 | |
货柜码头吞吐量(TEU) | 通过陆运到海运或者海运到陆路方式运输的集装箱流量 | |
政治环境 | 发言权和问责制 | 国家公民在多大程度上能够参与选择他们的政府,以及言论自由、结社自由和媒体自由 |
政府效能 | 对公共服务质量、公职人员队伍素质、公职队伍独立于政治压力的程度、政策制订和执行的质量,以及政府对这些政策的承诺的可信度 | |
监管质量 | 政府为允许和提升私人部门发展而形成和执行良好政策监管的能力 | |
法律原则 | 社会成员对社会规则的信心和遵守规则程度 | |
控制腐败 | 公民把公共权力用于谋取私利的程度 | |
劳动力 | 人口总数(人) | 一个国家或地区所有公民的总人口数 |
人口增长(%) | 一个国家或地区当年的人口数量与前一年的人口数量的比值 | |
中等教育年限(a) | 一个国家或地区中学受教育的年限 | |
Top100高校数量(所) | 一个国家或地区所拥有的Top100名校的数量 |
Tab. 4
Descriptive statistics of influencing factors variables
变量 | 平均值 | 标准差 | 最小值 | 最大值 |
---|---|---|---|---|
人均GDP(美元) | 15695 | 23352 | 126.9 | 181403 |
经济自由度 | 60.38 | 11.54 | 5.9 | 89.4 |
国际贸易额(美元) | 2.81×1011 | 7.09×1011 | 1.89×108 | 5.25×1012 |
电子商务指数 | 56.97 | 25.39 | 5.4 | 96.4 |
国际旅游入境人数(人) | 1.24×107 | 2.95×107 | 6100 | 2.12×108 |
服务业就业人员占比(%) | 57.58 | 17.01 | 17.31 | 88.51 |
出口清关效率(d) | 7.638 | 5.191 | 1.1 | 39.3 |
物流绩效指数 | 2.871 | 0.559 | 1.71 | 4.2 |
班轮运输联通指数 | 28.19 | 26.51 | 0.658 | 151.9 |
货柜码头吞吐量(TEU) | 4.37×106 | 1.95×107 | 2366 | 2.42×108 |
发言权和问责制 | 0.058 | 0.948 | -2.193 | 1.687 |
控制腐败 | -0.000716 | 0.967 | -1.723 | 2.17 |
人口总数(人) | 4.20×107 | 1.54×108 | 11646 | 1.40×109 |
人口增长率(%) | 1.251 | 1.12 | -1.805 | 4.469 |
Top100高校数量(所) | 0.581 | 3.347 | 0 | 40 |
Tab. 5
The urban nature of the top 30 cities with the degree of urban connection
上游航运辅助业 | 下游航运衍生服务业 | ||||
---|---|---|---|---|---|
首都 | 非首都 海港城市 | 首都 | 非首都 海港城市 | 非首都 内陆城市 | |
新加坡 | 伊斯坦布尔 | 伦敦 | 纽约 | 法兰克福 | |
伦敦 | 巴塞罗那 | 新加坡 | 香港 | 米兰 | |
东京 | 孟买 | 巴黎 | 比雷埃夫斯 | 约翰内斯堡 | |
首尔 | 迪拜 | 阿姆斯特丹 | 鹿特丹 | ||
马德里 | 香港 | 奥斯陆 | 悉尼 | ||
曼谷 | 瓦伦西亚 | 东京 | 迪拜 | ||
开普敦 | 上海 | 雅典 | 上海 | ||
哥德堡 | 布鲁塞尔 | 汉堡 | |||
比雷埃夫斯 | 马德里 | 墨尔本 | |||
台北 | 阿布扎比 | 布里斯班 | |||
休斯敦 | 北京 | 奥克兰 | |||
毕尔巴鄂 | 曼谷 | 多伦多 | |||
汉堡 | 莫斯科 | 巴塞罗那 | |||
伊兹密尔 | 华盛顿 | ||||
萨福克 | |||||
吉达 | |||||
釜山 | |||||
胡志明市 | |||||
德班 | |||||
比戈 | |||||
加的斯 | |||||
金奈 | |||||
艾塞克斯 |
Tab. 6
Negative binomial regression result
上游航运辅助业 | 下游航运衍生服务业 | ||||
---|---|---|---|---|---|
影响因素指标 | 系数 | p > z | 系数 | p > z | |
人均GDP | -0.361 | 0.118 | 0.017 | 0.874 | |
经济自由度 | 0.370 | 0.047** | -0.358 | 0.509 | |
国际贸易额 | 0.031 | 0.840 | 0.261 | 0.022** | |
电子商务指数 | 0.673 | 0.002** | 0.642 | 0.041** | |
国际旅游入境人数 | 0.174 | 0.075* | -0.084 | 0.623 | |
服务业就业人员占比 | 0.105 | 0.430 | -0.303 | 0.192 | |
出口清关效率 | 0.063 | 0.355 | 0.245 | 0.085* | |
物流绩效指数 | 0.511 | 0.006** | 0.527 | 0.026** | |
班轮运输联通指数 | 0.536 | 0*** | -0.041 | 0.840 | |
货柜码头吞吐量 | -0.441 | 0.224 | 0.422 | 0.457 | |
发言权和问责制 | 0.066 | 0.023* | -0.355 | 0.234 | |
控制腐败 | 0.046 | 0.840 | 0.347 | 0.013** | |
人口总数 | 0.413 | 0.346 | -0.097 | 0.300 | |
人口增长率 | -0.175 | 0.227 | 0.081 | 0.594 | |
Top100高校数量 | -0.044 | 0.605 | 0.255 | 0.075* |
[1] | Wang Liehui, Ning Yuemin. International maritime services trends and the study of high-end maritime services development in Ningbo. Economic Geography, 2010, 30(2): 268-272. |
[王列辉, 宁越敏. 国际高端航运服务业发展趋势与宁波的策略. 经济地理, 2010, 30(2): 268-272.] | |
[2] | Ye Shilin, Cao Youhui. Research on port and shipping service industry from the perspective of geography. Economic Geography, 2018, 38(11): 150-157. |
[叶士琳, 曹有挥. 地理学视角下的港航服务业研究进展. 经济地理, 2018, 38(11): 150-157.] | |
[3] | Parag Connor. Super Territory: Global Supply Chain, Super City and the Rise of New Business Civilization. Cui Chuangang, Zhou Daxin, trans. Beijing: Citic Publishing House, 2016: 19-29. |
[帕拉格·康纳. 超级版图: 全球供应链、超级城市与新商业文明的崛起. 崔传刚, 周大昕, 译. 北京: 中信出版社, 2016: 19-29.] | |
[4] | Shao Wanqing. Coordination and Optimization of Port Service Supply Chain. Zhejiang: Zhejiang Gongshang University Press, 2014: 31-47. |
[邵万清. 港口服务供应链的协调与优化. 浙江: 浙江工商大学出版社, 2014: 31-47.] | |
[5] |
Kalchschmidt M, Birolini S, Cattaneo M, et al. The geography of suppliers and retailers. Journal of Purchasing and Supply Management, 2020, 26(4): 100626. DOI: 10.1016/j.pursup.2020.100626.
doi: 10.1016/j.pursup.2020.100626 |
[6] |
Jacobs W, Koster H, Hall P. The location and global network structure of maritime advanced producer services. Urban Studies, 2011, 48(13): 2749-2769.
doi: 10.1177/0042098010391294 |
[7] |
Beaverstock J V. Subcontracting the accountant! Professional labour markets, migration, and organisational networks in the global accountancy industry. Environment and Planning A, 1996, 28(2): 303-326.
doi: 10.1068/a280303 |
[8] |
Taylor P J, Derudder B, Faulconbridge J, et al. Advanced producer service firms as strategic networks, global cities as strategic places. Economic Geography, 2014, 90(3): 267-291.
doi: 10.1111/ecge.2014.90.issue-3 |
[9] |
Wang Liehui, Lin Yushan, Ducruet C. Changes of ports' connection across the Taiwan Straits in the global maritime network (1895-2016). Acta Geographica Sinica, 2018, 73(12): 2282-2296.
doi: 10.11821/dlxb201812002 |
[王列辉, 林羽珊, Cesar Ducruet. 1895—2016年全球海运网络中的海峡两岸港口运输联系变化. 地理学报, 2018, 73(12): 2282-2296.]
doi: 10.11821/dlxb201812002 |
|
[10] |
Chang Y T, Talley W K. Port competitiveness, efficiency, and supply chains: A literature review. Transportation Journal, 2019, 58(1): 1-20. DOI: 10.5325/transportationj.58.1.0001.
doi: 10.5325/transportationj.58.1.0001 |
[11] | Ruan X, Feng X H, Pang K. Development of port service network in OBOR via capacity sharing: An idea from Zhejiang province in China. Maritime Policy & Management, 2018, 45(1): 105-124. |
[12] |
Hall P V, Jacobs W. Shifting proximities: The maritime ports sector in an era of global supply chains. Regional Studies, 2010, 44(9): 1103-1115.
doi: 10.1080/00343400903365110 |
[13] |
Slack B. The port service industry in an environment of change. Geoforum, 1989, 20(4): 447-457.
doi: 10.1016/0016-7185(89)90028-6 |
[14] |
Chen Zaiqi, Yan Xiaopei, Cao Xiaoshu. The spatial characters and associated mechanism of port service industries in Guangzhou. Scientia Geographica Sinica, 2010, 30(1): 30-38.
doi: 10.13249/j.cnki.sgs.2010.01.30 |
[陈再齐, 闫小培, 曹小曙. 广州市港口服务业空间特征及其形成机制研究. 地理科学, 2010, 30(1): 30-38.] | |
[15] |
Qiu Zhiping, Liu Zhen. Research on the structure features evolution and driving factors of global liner shipping network: Based on the social network analysis of UN LSBCI data. Economic Geography, 2021, 41(1): 39-48, 146.
doi: 10.2307/141855 |
[邱志萍, 刘镇. 全球班轮航运网络结构特征演变及驱动因素: 基于联合国LSBCI数据的社会网络分析. 经济地理, 2021, 41(1): 39-48, 146.] | |
[16] | Gao Zhijun, Liu Wei. Connotation and formation mechanism of shipping service industry chain. Navigation of China, 2013, 36(3): 120-125. |
[高志军, 刘伟. 航运服务产业链的内涵与生成机理. 中国航海, 2013, 36(3): 120-125.] | |
[17] | Associates F. The Future of London's Maritime Services Cluster: A Call for Action. London: Corporation of London, 2004. |
[18] | Chen Jihong, Zhen Hong, Zong Beihua. Countermeasures for the development of modern shipping service industry in Shanghai. Shipping Management, 2008, 30(12): 26-27, 34. |
[陈继红, 真虹, 宗蓓华. 上海市现代航运服务业发展对策. 水运管理, 2008, 30(12): 26-27, 34.] | |
[19] |
Wang Liehui, Zhang Nanyi, Lin Yushan. Spatial evolution and factors of global advanced maritime service industry. Geographical Research, 2021, 40(3): 708-724.
doi: 10.11821/dlyj020191031 |
[王列辉, 张楠翌, 林羽珊. 全球高端航运服务业的时空演化及影响因素分析. 地理研究, 2021, 40(3): 708-724.]
doi: 10.11821/dlyj020191031 |
|
[20] | Beaverstock J. Global city regions: Their emerging forms. Urban Studies, 2002, 39(4): 822-823. |
[21] |
Taylor P J. Specification of the world city network. Geographical Analysis, 2001, 33(2): 181-194.
doi: 10.1111/gean.2001.33.issue-2 |
[22] |
Derudder B, Taylor P. The cliquishness of world cities. Global Networks, 2005, 5(1): 71-91.
doi: 10.1111/glob.2005.5.issue-1 |
[23] |
Wang Liehui, Zhang Nanyi, Zhu Yan. Network structure of maritime producer services of the 21st Century Maritime Silk Road. Scientia Geographica Sinica, 2020, 40(10): 1663-1670.
doi: 10.13249/j.cnki.sgs.2020.10.010 |
[王列辉, 张楠翌, 朱艳. “21世纪海上丝绸之路”航运服务业网络格局研究. 地理科学, 2020, 40(10): 1663-1670.]
doi: 10.13249/j.cnki.sgs.2020.10.010 |
|
[24] |
Tran N. Market structure and horizontal growth strategies: A case study of the container shipping industry. German Economic Review, 2022, 23(3): 423-461.
doi: 10.1515/ger-2021-0075 |
[25] |
Alahmadi D H, Abdulrahman B F, Alrajhi Mona M, et al. Comparative analysis of blockchain technology to support digital transformation in ports and shipping. Journal of Intelligent Systems, 2021, 31(1): 55-69.
doi: 10.1515/jisys-2021-0131 |
[26] |
Guo Jianke, Wu Lulu, Li Bo, et al. Rank-size structure and coupling type of coastal port city system based on multifunctional perspective. Scientia Geographica Sinica, 2020, 40(7): 1050-1061.
doi: 10.13249/j.cnki.sgs.2020.07.002 |
[郭建科, 吴陆陆, 李博, 等. 多功能视角的沿海港口城市体系位序规模结构及耦合类型. 地理科学, 2020, 40(7): 1050-1061.]
doi: 10.13249/j.cnki.sgs.2020.07.002 |
|
[27] | Li J, Jiang Y L, Guan W, et al. Agglomeration effects or port-related benefits? (Re)Location patterns of basic maritime industries: The case of Dalian city, China. Maritime Policy & Management, 2022, 49(5): 685-701. |
[28] |
Chen Zaiqi, Yan Xiaopei, Cao Xiaoshu. The spatial characters and associated mechanism of port service industries in Guangzhou. Scientia Geographica Sinica, 2010, 30(1): 30-38.
doi: 10.13249/j.cnki.sgs.2010.01.30 |
[陈再齐, 闫小培, 曹小曙. 广州市港口服务业空间特征及其形成机制研究. 地理科学, 2010, 30(1): 30-38.] | |
[29] |
Zhang W, Lam J S L. An empirical analysis of maritime cluster evolution from the port development perspective: Cases of London and Hong Kong. Transportation Research Part A: Policy and Practice, 2017, 105: 219-232.
doi: 10.1016/j.tra.2017.05.015 |
[30] | Wang Luo. Singapore increases tax support for shipping industry. Pearl River Water Transport, 2012(7): 40-41. |
[王洛. 新加坡再增航运业税务支持. 珠江水运, 2012(7): 40-41.] | |
[31] |
Jiang Shuhua, Jiao Huafu, Guan Jing. Spatial distribution and functional evolution of shipping service industry in Shanghai. Scientia Geographica Sinica, 2021, 41(10): 1783-1791.
doi: 10.13249/j.cnki.sgs.2021.10.010 |
[蒋淑华, 焦华富, 管晶. 上海市航运服务业空间分布及功能演变. 地理科学, 2021, 41(10): 1783-1791.]
doi: 10.13249/j.cnki.sgs.2021.10.010 |
|
[32] | Wang Yafei, Mu Xiaonan. An empirical analysis of the relationship between economic freedom and economic growth. Inner Mongolia Social Sciences, 2006, 27(1): 77-81. |
[王亚飞, 穆晓楠. 经济自由度与经济增长关系的实证分析. 内蒙古社会科学(汉文版), 2006, 27(1): 77-81.] | |
[33] |
Wang Wei, Jin Fengjun. Route network pattern and its influencing factors of container shipping enterprises. Geographical Research, 2020, 39(5): 1088-1103.
doi: 10.11821/dlyj020190414 |
[王伟, 金凤君. 全球集装箱航运企业的航线网络格局及影响因素. 地理研究, 2020, 39(5): 1088-1103.]
doi: 10.11821/dlyj020190414 |
|
[34] | Cheng Lulu. An analysis of the competitiveness of urban logistics in Guangdong province based on principal component analysis. Logistics Sci-Tech, 2018, 41(6): 109-111. |
[程露露. 主成分分析法下对广东省城市物流竞争力的分析. 物流科技, 2018, 41(6): 109-111.] | |
[35] | Feng Jiapei, Liu Yang. "The Belt and Road" Initiative and the New Impetus of Hongkong Shipping Service Industry Development. Maritime China, 2015(12): 48-49. |
[冯佳培, 刘洋. “一带一路”倡议与香港航运服务业发展新动力. 中国远洋航务, 2015(12): 48-49.] | |
[36] | Zhang Xihuan. Hong Kong ship registration system and successful experience. Scientific Development, 2009(6): 59-66. |
[张锡桓. 香港船舶注册登记制度及成功经验. 科学发展, 2009(6): 59-66.] | |
[37] | Liu Changjun. The study on the countermeasures of inland waterway ships control in Tianjin sea area[D]. Dalian: Dalian Maritime University, 2020. |
[刘长军. 天津海域内河船舶治理对策研究[D]. 大连: 大连海事大学, 2020.] | |
[38] | Xi Ying. Research on cross-border logistics cooperation in China from the perspective of logistics performance index. Journal of Commercial Economics, 2017(22): 102-104. |
[席颖. 物流绩效指数视角下中国跨境物流协作研究. 商业经济研究, 2017(22): 102-104.] | |
[39] |
Wang Liehui, Zhang Sheng, Chen Rui. Network vulnerability of ports around the South China Sea and the impact on Chinese maritime transport. World Regional Studies, 2022, 31(4): 700-712.
doi: 10.3969/j.issn.1004-9479.2022.04.20220069 |
[王列辉, 张圣, 陈锐. 南海周边航运网络脆弱性及对中国集装箱运输的影响. 世界地理研究, 2022, 31(4): 700-712.]
doi: 10.3969/j.issn.1004-9479.2022.04.20220069 |
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[14] | LIU Ye, WANG Xiaoge, GUAN Jing, GU Hengyu. Spatial pattern and determinants of international migration flows in Asia, 1990-2015 [J]. Acta Geographica Sinica, 2022, 77(10): 2409-2425. |
[15] | CAO Guangzhong, CHEN Sichuang, LIU Tao. Changing spatial patterns of internal migration to five major urban agglomerations in China [J]. Acta Geographica Sinica, 2021, 76(6): 1334-1349. |