

World Regional Studies ›› 2026, Vol. 35 ›› Issue (2): 171-185.DOI: 10.3969/j.issn.1004-9479.2026.02.20240998
Shuo SHANG(
), Haibing JIANG(
), Bingzhang LIU
Received:2024-11-14
Revised:2025-03-06
Online:2026-02-15
Published:2026-02-27
Contact:
Haibing JIANG
通讯作者:
蒋海兵
作者简介:商硕(1983—),女,讲师,研究方向为区域交通规划,E-mail: 191383974@qq.com。
基金资助:Shuo SHANG, Haibing JIANG, Bingzhang LIU. Analysis on the spatial pattern of passenger intermodal travel by China's high-speed railway[J]. World Regional Studies, 2026, 35(2): 171-185.
商硕, 蒋海兵, 刘丙章. 中国高速铁路旅客联程出行空间格局分析[J]. 世界地理研究, 2026, 35(2): 171-185.
| 地区 | 全国 | 长三角地区 | 珠三角地区 | 京津冀地区 | 东部地区 | 中部地区 | 西部地区 | 东北地区 |
|---|---|---|---|---|---|---|---|---|
| 城市平均联程出行率/% | 90.25 | 84.19 | 92.13 | 87.43 | 86.96 | 89.35 | 93.74 | 93.95 |
| 平均直达城市数/座 | 78 | 127 | 62 | 101 | 105 | 85 | 50 | 48 |
Tab.1 Comparison analysis of average high speed rail intermodal travel rates and the number of direct cities in regional cities of China
| 地区 | 全国 | 长三角地区 | 珠三角地区 | 京津冀地区 | 东部地区 | 中部地区 | 西部地区 | 东北地区 |
|---|---|---|---|---|---|---|---|---|
| 城市平均联程出行率/% | 90.25 | 84.19 | 92.13 | 87.43 | 86.96 | 89.35 | 93.74 | 93.95 |
| 平均直达城市数/座 | 78 | 127 | 62 | 101 | 105 | 85 | 50 | 48 |
| 指标 | 全部城市对 | 省会城市对 | 地级城市对 | 县级城市对 | 省会城市-地级城市对 | 省会城市-县级城市对 | 地级城市-县级城市对 |
|---|---|---|---|---|---|---|---|
| “城市对”联程出行率/% | 89.95 | 32.02 | 81.38 | 94.25 | 59.61 | 74.78 | 89.47 |
| 1次换乘“城市对”占比/% | 60.62 | 30.54 | 65.27 | 58.03 | 53.35 | 62.5 | 63.73 |
| 2次换乘“城市对”占比/% | 26.04 | 1.48 | 15.8 | 31.35 | 6.18 | 11.84 | 23.85 |
| 3次换乘“城市对”占比/% | 2.84 | — | 0.31 | 4.23 | 0.07 | 0.43 | 1.87 |
| 4次及以上换乘“城市对”占比/% | 0.44 | — | — | 0.64 | — | — | 0.02 |
| 直达城市对数量/个 | 62828 | 552 | 6971 | 18523 | 273 | 4157 | 11601 |
Tab. 2 Comparative analysis of "city pairs" in high-speed rail intermodal travel rates in China
| 指标 | 全部城市对 | 省会城市对 | 地级城市对 | 县级城市对 | 省会城市-地级城市对 | 省会城市-县级城市对 | 地级城市-县级城市对 |
|---|---|---|---|---|---|---|---|
| “城市对”联程出行率/% | 89.95 | 32.02 | 81.38 | 94.25 | 59.61 | 74.78 | 89.47 |
| 1次换乘“城市对”占比/% | 60.62 | 30.54 | 65.27 | 58.03 | 53.35 | 62.5 | 63.73 |
| 2次换乘“城市对”占比/% | 26.04 | 1.48 | 15.8 | 31.35 | 6.18 | 11.84 | 23.85 |
| 3次换乘“城市对”占比/% | 2.84 | — | 0.31 | 4.23 | 0.07 | 0.43 | 1.87 |
| 4次及以上换乘“城市对”占比/% | 0.44 | — | — | 0.64 | — | — | 0.02 |
| 直达城市对数量/个 | 62828 | 552 | 6971 | 18523 | 273 | 4157 | 11601 |
| 指标 | 长三角地区 | 京津冀地区 | 珠三角地区 | 东部地区 | 中部地区 | 西部地区 | 东北地区 |
|---|---|---|---|---|---|---|---|
| “城市对”联程出行率 | 56.69 | 67.31 | 67.62 | 75.50 | 83.72 | 88.99 | 63.19 |
| 1次换乘“城市对”占比 | 56.42 | 54.30 | 61.50 | 65.91 | 74.27 | 46.85 | 58.90 |
| 2次换乘“城市对”占比 | 0.27 | 12.04 | 5.69 | 9.35 | 9.34 | 32.77 | 4.29 |
| 3次换乘“城市对”占比 | 0.97 | 0.43 | 0.23 | 0.11 | 7.75 | ||
| 4次及以上换乘“城市对”占比 | 0.002 | 2.62 |
Tab.3 Comparative analysis of "city pairs" in high-speed rail intermodal travel rates in China (%)
| 指标 | 长三角地区 | 京津冀地区 | 珠三角地区 | 东部地区 | 中部地区 | 西部地区 | 东北地区 |
|---|---|---|---|---|---|---|---|
| “城市对”联程出行率 | 56.69 | 67.31 | 67.62 | 75.50 | 83.72 | 88.99 | 63.19 |
| 1次换乘“城市对”占比 | 56.42 | 54.30 | 61.50 | 65.91 | 74.27 | 46.85 | 58.90 |
| 2次换乘“城市对”占比 | 0.27 | 12.04 | 5.69 | 9.35 | 9.34 | 32.77 | 4.29 |
| 3次换乘“城市对”占比 | 0.97 | 0.43 | 0.23 | 0.11 | 7.75 | ||
| 4次及以上换乘“城市对”占比 | 0.002 | 2.62 |
| 评价指标 | 常数项 | R2 | 样本数 | |||||
|---|---|---|---|---|---|---|---|---|
| 回归系数 | -0.739*** (-170.296) [-0.571] | 0.149*** (36.358) [0.160] | 0.129***(31.860) [0.141] | 0.116***(47.216) [0.210] | 0.132***(53.078) [0.240] | 2.290***(86.089) | 0.381 | 61 940 |
Tab. 4 Regression model analysis of the transfer efficiency of China's high speed railway hubs
| 评价指标 | 常数项 | R2 | 样本数 | |||||
|---|---|---|---|---|---|---|---|---|
| 回归系数 | -0.739*** (-170.296) [-0.571] | 0.149*** (36.358) [0.160] | 0.129***(31.860) [0.141] | 0.116***(47.216) [0.210] | 0.132***(53.078) [0.240] | 2.290***(86.089) | 0.381 | 61 940 |
| [1] | 黄海军, 高自友, 田琼,等. 新型城镇化导向下的城市群综合交通系统管理. 中国科学基金, 2018, 32(2):214-223. |
| HUANG H, GAO Z, TIAN Q, et al. The management theory and method of the comprehensive transportation system in city agglomeration under the new urbanization trend. Bulletin of National Natural Science Foundation of China, 2018, 32(2):214-223. | |
| [2] | 赵鹏军, 吕迪,胡昊宇,等. 适应人口发展的现代化综合交通运输体系研究. 地理学报, 2020, 75(12):2699-2715. |
| ZHAO P, LYU D, HU H, et al. Population-development oriented comprehensive modern transport system in China. Acta Geographica Sinica, 2020, 75(12):2699-2715. | |
| [3] | 国务院. "十四五"现代综合交通运输体系发展规划. (2021-12-09) [2022-01-18]. . |
| The State Council of the People's Republic of China. "14th Five-year plan" for the development of a modern comprehensive transportation system. (2021-12-09) [2022-01-18]. . | |
| [4] | YI Y, KIM E. Spatial economic impact of road and railroad accessibility on manufacturing output: Inter-modal relationship between road and railroad. Journal of Transport Geography, 2018, 66:144-153. |
| [5] | GIVONI M, BANISTER D. Airline and railway integration. Transport Policy, 2006, 13 (5):386-397. |
| [6] | ALBALATE D, BEL G, FAGEDA X. Competition and cooperation between high-speed rail and air transportation services in Europe. Journal of Transport Geography, 2015, 42:166-174. |
| [7] | ALLARD R, MOURA F. Effect of transport transfer quality on intercity passenger mode choice. Transportation Research Part A, 2018, 109:89-107. |
| [8] | LU M, PEREZ E, MASON K, et al. A hierarchical spatial and temporal optimisation of the air-high speed rail intermodal network. Journal of Transport Geography, 2025,123: 104085. |
| [9] | YUAN Y, YANG M, FENG T, et al. Heterogeneity in the transfer time of air-rail intermodal passengers based on ticket booking data. Transportation Research Part A, 2022, 165: 533-552. |
| [10] | 汪德根, 徐银凤, 赵美风. 长江经济带城市高铁枢纽接驳:集疏运绩效空间分异及机理. 地理学报, 2021, 76(8): 1997-2015. |
| WANG D, XU Y, ZHAO M. Spatial differentiation and influence mechanism of the connection distribution performance of urban high-speed railway hub in the Yangtze River Economic Belt. Acta Geographica Sinica, 2021, 76(8): 1997-2015. | |
| [11] | 何小洲, 过秀成, 张小辉. 高铁枢纽集疏运模式及发展策略. 城市交通,2014, 12(1): 41-47. |
| HE X, GUO X, ZHANG X. High-speed rail passenger distributing patterns and development strategies. Urban Transport of China, 2014, 12(1): 41-47. | |
| [12] | 闫超, 龚露阳, 李达标, 等. 基于手机信令数据的旅客联程出行时空特征分析方法. 交通运输研究, 2019, 5(6):36-42. |
| YAN C, GONG L, LI D, et al. Spatial and temporal characteristics of intermodal passenger transportation based on mobile signaling data. Transport Research, 2019, 5(6): 36-42. | |
| [13] | 刘翌洋, 聂磊, 佟璐, 等. 基于旅客感知的空铁联运路径选择研究. 铁道运输与经济, 2022, 44(12):36-42. |
| LIU Y, NIE L, TONG L, et al. Study on route choice of air-rail integrated service based on passenger perception. Railway Transport and Economy, 2022, 44(12):36-42. | |
| [14] | 金凤君, 王成金. 轴-辐侍服理念下的中国航空网络模式构筑. 地理研究, 2005, 24(5):774-784. |
| JIN F, WANG C. Hub-and-spoke system and China aviation network organization. Geographical Research, 2005, 24(5):774-784. | |
| [15] | 吴旗韬, 张虹鸥, 陈凤桂, 等. 轴辐网络模型及其在交通地理学中的应用. 地理科学进展, 2010, 29(6): 701-708. |
| WU Q, ZHANG H, CHEN F, et al. The hub and spoke network and its application in transportation geography. Progress in Geography, 2010, 29(6):701-708. | |
| [16] | 徐建, 曹有挥, 孙伟. 基于公路运输成本的长三角轴:辐物流网络的构建. 地理研究, 2009, 28(4):911-919. |
| XU J, CAO Y, SUN W. Construction of hub-and-spoke logistics network based on road traffic cost in Yangtze River Delta, Geographical Research, 2009, 28(4):911-919. | |
| [17] | LEVINSON D. Accessibility impacts of high-speed rail. Journal of Transport Geography, 2012, 22(5): 288-291. |
| [18] | 卢佩莹, 王波. 从区域一体化看融合交通:以粤港澳大湾区和港深广高铁线为例. 地理科学进展, 2018, 37(12):1623-1632. |
| LU P, WANG B. The importance of integrated transport in fostering the formation of the Guangdong-Hong Kong-Macao Greater Bay Area. Progress in Geography, 2018, 37(12):1623-1632. | |
| [19] | WANG J, XU J, HE J. Spatial impacts of high-speed railways in China: A total-travel-time approach. Environment and Planning A, 2013, 45(9):2261-2280. |
| [20] | 金凤君. 基础设施与经济社会空间组织. 北京: 科学出版社, 2012. |
| JIN F. Infrastructure and Economic Social Space Organization. Beijing: Science Press, 2012. | |
| [21] | 罗震东, 朱查松, 薛雯雯. 基于高铁客流的长江三角洲空间结构再审视. 上海城市规划, 2015(4):74-80. |
| LUO Z, ZHU C, XUE W. The analysis on spatial structure of Yangtze River Delta based on passenger flow of high-speed railway. Shanghai Urban Planning Review, 2015(4):74-80. | |
| [22] | 蒋海兵. 区域高速交通基础设施可达性研究. 北京: 科学出版社, 2022. |
| JIANG H. Research on Accessibility of Regional High Speed Transportation Infrastructure. Beijing: Science Press, 2022. | |
| [23] | 刘军. 社会网络分析导论. 北京: 社会科学文献出版社, 2004. |
| LIU J. Introduction to Social Network Analysis. Beijing: Social Science Literature Press, 2004. | |
| [24] | ROMÁN C, MARTÍN J C. Integration of HSR and air transport: Understanding passengers' preferences. Transportation Research Part E, 2014, 71(11): 129-141. |
| [25] | 戴特奇, 金凤君, 王姣娥. 空间相互作用与城市关联网络演进:以中国20世纪90年代城际铁路客流为例. 地理科学进展, 2005, 24(2): 80-89. |
| DAI T, JIN F, WANG J. Spatial interaction and network structure evolvement of cities in term of China's railway passenger flow in 1990s. Progress in Geography, 2005, 24(2): 80-89. |
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