Walking Access Distance of Metro Passengers and Relationship with Demographic Characteristics: A Case Study of Nanjing Metro
In the metropolises of China, the metro plays an increasingly important role in commuting because of its efficiency, affordability, and cleanliness. This paper attempts to explore the relationship between walking access distance to metro stations and the demographic characteristics of passengers, su...
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Veröffentlicht in: | Chinese geographical science 2018-08, Vol.28 (4), p.612-623 |
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description | In the metropolises of China, the metro plays an increasingly important role in commuting because of its efficiency, affordability, and cleanliness. This paper attempts to explore the relationship between walking access distance to metro stations and the demographic characteristics of passengers, such as age, monthly income, travel frequency, gender, and travel purpose, as well as the influence of the urban context. Nanjing Metro Line 2 is selected as the case study. By using different methods such as a questionnaire survey, spatial decay function, analysis of covariance (ANOVA), network analysis of routes, and K-means cluster analysis, it is suggested that demographic characteristics have a significant impact on the pedestrian walking distance, with the exception of gender. Furthermore, the paper finds a spatial decay effect in walking access distance, the decay rate of which, however, varies across stations. Terminal stations have a larger pedestrian catchment area than in regular and exchange stations. Moreover, the passengers of Nanjing Metro Line 2 can be classified into six groups according to their demographic characteristics, among which education and occupation are vital indicators in determining their willingness to walk to the stations. Middle-class passengers have a higher dependence on the metro and tend to walk longer than other groups do. This study provides an important reference for planners and transport sectors to optimize land-use and transport infrastructures. |
doi_str_mv | 10.1007/s11769-018-0970-6 |
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This paper attempts to explore the relationship between walking access distance to metro stations and the demographic characteristics of passengers, such as age, monthly income, travel frequency, gender, and travel purpose, as well as the influence of the urban context. Nanjing Metro Line 2 is selected as the case study. By using different methods such as a questionnaire survey, spatial decay function, analysis of covariance (ANOVA), network analysis of routes, and K-means cluster analysis, it is suggested that demographic characteristics have a significant impact on the pedestrian walking distance, with the exception of gender. Furthermore, the paper finds a spatial decay effect in walking access distance, the decay rate of which, however, varies across stations. Terminal stations have a larger pedestrian catchment area than in regular and exchange stations. Moreover, the passengers of Nanjing Metro Line 2 can be classified into six groups according to their demographic characteristics, among which education and occupation are vital indicators in determining their willingness to walk to the stations. Middle-class passengers have a higher dependence on the metro and tend to walk longer than other groups do. 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All Rights Reserved.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c391t-d378b604efc7d5ade5b2bb829fe0f30196858d1439571f1712771fbdbc7e0ca83</citedby><cites>FETCH-LOGICAL-c391t-d378b604efc7d5ade5b2bb829fe0f30196858d1439571f1712771fbdbc7e0ca83</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Uhttp://www.wanfangdata.com.cn/images/PeriodicalImages/zgdl-e/zgdl-e.jpg</thumbnail><linktopdf>$$Uhttps://link.springer.com/content/pdf/10.1007/s11769-018-0970-6$$EPDF$$P50$$Gspringer$$H</linktopdf><linktohtml>$$Uhttps://link.springer.com/10.1007/s11769-018-0970-6$$EHTML$$P50$$Gspringer$$H</linktohtml><link.rule.ids>314,776,780,27903,27904,41467,42536,51297</link.rule.ids></links><search><creatorcontrib>He, Jinliao</creatorcontrib><creatorcontrib>Zhang, Ruozhu</creatorcontrib><creatorcontrib>Huang, Xianjin</creatorcontrib><creatorcontrib>Xi, Guangliang</creatorcontrib><title>Walking Access Distance of Metro Passengers and Relationship with Demographic Characteristics: A Case Study of Nanjing Metro</title><title>Chinese geographical science</title><addtitle>Chin. Geogr. Sci</addtitle><description>In the metropolises of China, the metro plays an increasingly important role in commuting because of its efficiency, affordability, and cleanliness. This paper attempts to explore the relationship between walking access distance to metro stations and the demographic characteristics of passengers, such as age, monthly income, travel frequency, gender, and travel purpose, as well as the influence of the urban context. Nanjing Metro Line 2 is selected as the case study. By using different methods such as a questionnaire survey, spatial decay function, analysis of covariance (ANOVA), network analysis of routes, and K-means cluster analysis, it is suggested that demographic characteristics have a significant impact on the pedestrian walking distance, with the exception of gender. Furthermore, the paper finds a spatial decay effect in walking access distance, the decay rate of which, however, varies across stations. Terminal stations have a larger pedestrian catchment area than in regular and exchange stations. Moreover, the passengers of Nanjing Metro Line 2 can be classified into six groups according to their demographic characteristics, among which education and occupation are vital indicators in determining their willingness to walk to the stations. Middle-class passengers have a higher dependence on the metro and tend to walk longer than other groups do. This study provides an important reference for planners and transport sectors to optimize land-use and transport infrastructures.</description><subject>Case studies</subject><subject>Catchment areas</subject><subject>Commuting</subject><subject>Decay</subject><subject>Earth and Environmental Science</subject><subject>Geography</subject><subject>Land use</subject><subject>Spatial analysis</subject><subject>Variance analysis</subject><subject>Walking</subject><issn>1002-0063</issn><issn>1993-064X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp1kU1P3DAQhi1UpNKFH8DNEoeeAuN4N457W-2WD4kvtSC4WY4zyWa766SerBBVfzxOg8Spp_HhmWfk92XsWMCpAFBnJITKdAIiT0ArSLI9diC0lglk0-dP8Q2QJgCZ_My-EK0BpJZ6dsD-PtnNr8bXfO4cEvFlQ731Dnlb8RvsQ8vvLRH6GgNx60v-Aze2b1pPq6bjL02_4kvctnWw3apxfLGywboeQ9Q0jr7xOV9YQv6z35Wvg_PW-vVw7p_7kO1XdkN49D4n7PH8-8PiMrm-u7hazK8TJ7Xok1KqvMhgipVT5cyWOCvSoshTXSFUEoTO8lleimn8kBKVUCJVcRZl4RSCs7mcsK-j98X6yvrarNtd8PGi-VOXG4NpjA2mQzoTdjKSXWh_75D6DzQFKXKlMy0jJUbKhZYoYGW60GxteDUCzFCHGesw0WuGOsxgTscdiuwQ54f5_0tvageNmg</recordid><startdate>20180801</startdate><enddate>20180801</enddate><creator>He, Jinliao</creator><creator>Zhang, Ruozhu</creator><creator>Huang, Xianjin</creator><creator>Xi, Guangliang</creator><general>Science Press</general><general>Springer Nature B.V</general><general>Research Center of Human Geography, Nanjing University, Nanjing 210093, China%School of Urban and Environmental Sciences, Peking University, Beijing 100871, China%School of Architecture Design and Urban Planning, Nanjing University, Nanjing 210093, China</general><scope>AAYXX</scope><scope>CITATION</scope><scope>3V.</scope><scope>7XB</scope><scope>88I</scope><scope>8FK</scope><scope>ABUWG</scope><scope>AEUYN</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>BKSAR</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>M2P</scope><scope>PCBAR</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>Q9U</scope><scope>2B.</scope><scope>4A8</scope><scope>92I</scope><scope>93N</scope><scope>PSX</scope><scope>TCJ</scope></search><sort><creationdate>20180801</creationdate><title>Walking Access Distance of Metro Passengers and Relationship with Demographic Characteristics: A Case Study of Nanjing Metro</title><author>He, Jinliao ; Zhang, Ruozhu ; Huang, Xianjin ; Xi, Guangliang</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c391t-d378b604efc7d5ade5b2bb829fe0f30196858d1439571f1712771fbdbc7e0ca83</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Case studies</topic><topic>Catchment areas</topic><topic>Commuting</topic><topic>Decay</topic><topic>Earth and Environmental Science</topic><topic>Geography</topic><topic>Land use</topic><topic>Spatial analysis</topic><topic>Variance analysis</topic><topic>Walking</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>He, Jinliao</creatorcontrib><creatorcontrib>Zhang, Ruozhu</creatorcontrib><creatorcontrib>Huang, Xianjin</creatorcontrib><creatorcontrib>Xi, Guangliang</creatorcontrib><collection>CrossRef</collection><collection>ProQuest Central (Corporate)</collection><collection>ProQuest Central (purchase pre-March 2016)</collection><collection>Science Database (Alumni Edition)</collection><collection>ProQuest Central (Alumni) (purchase pre-March 2016)</collection><collection>ProQuest Central (Alumni)</collection><collection>ProQuest One Sustainability</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>ProQuest Databases</collection><collection>ProQuest Natural Science Collection</collection><collection>Earth, Atmospheric & Aquatic Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>Science Database</collection><collection>Earth, Atmospheric & Aquatic Science Database</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>ProQuest Central Basic</collection><collection>Wanfang Data Journals - Hong Kong</collection><collection>WANFANG Data Centre</collection><collection>Wanfang Data Journals</collection><collection>万方数据期刊 - 香港版</collection><collection>China Online Journals (COJ)</collection><collection>China Online Journals (COJ)</collection><jtitle>Chinese geographical science</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>He, Jinliao</au><au>Zhang, Ruozhu</au><au>Huang, Xianjin</au><au>Xi, Guangliang</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Walking Access Distance of Metro Passengers and Relationship with Demographic Characteristics: A Case Study of Nanjing Metro</atitle><jtitle>Chinese geographical science</jtitle><stitle>Chin. Geogr. Sci</stitle><date>2018-08-01</date><risdate>2018</risdate><volume>28</volume><issue>4</issue><spage>612</spage><epage>623</epage><pages>612-623</pages><issn>1002-0063</issn><eissn>1993-064X</eissn><abstract>In the metropolises of China, the metro plays an increasingly important role in commuting because of its efficiency, affordability, and cleanliness. This paper attempts to explore the relationship between walking access distance to metro stations and the demographic characteristics of passengers, such as age, monthly income, travel frequency, gender, and travel purpose, as well as the influence of the urban context. Nanjing Metro Line 2 is selected as the case study. By using different methods such as a questionnaire survey, spatial decay function, analysis of covariance (ANOVA), network analysis of routes, and K-means cluster analysis, it is suggested that demographic characteristics have a significant impact on the pedestrian walking distance, with the exception of gender. 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subjects | Case studies Catchment areas Commuting Decay Earth and Environmental Science Geography Land use Spatial analysis Variance analysis Walking |
title | Walking Access Distance of Metro Passengers and Relationship with Demographic Characteristics: A Case Study of Nanjing Metro |
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