{"title":"交通对儿童活动范围的非线性影响:手机数据洞察","authors":"Shi-Ting Huang , Peiling Zhou","doi":"10.1016/j.trd.2025.104774","DOIUrl":null,"url":null,"abstract":"<div><div>Public transit accessibility plays a pivotal role in shaping children’s mobility, yet it remains underexplored due to challenges in capturing children’s actual activity patterns. This study adopts anonymized mobile phone data to address these gaps. By identifying complete travel activities among children mobile phone users, the study examines nonlinear relationships between three transit modes (i.e. walk, bus and metro) and children’s activity range across different levels within home and school contexts. Results show that transit accessibility’s importance increases as children’s activity range expands, particularly around schools, with road density playing a dominant role. While transit accessibility positively influences moderate activity ranges, negative associations emerge at extensive levels. Enhanced transit accessibility most benefits children from lower-cost neighborhoods. The findings identify effective thresholds for urban transportation systems, offering actionable insights for child-centered transport planning, and highlighting the priority of equitable public transit and school-focused planning strategies to support children’s mobility and well-being.</div></div>","PeriodicalId":23277,"journal":{"name":"Transportation Research Part D-transport and Environment","volume":"144 ","pages":"Article 104774"},"PeriodicalIF":7.3000,"publicationDate":"2025-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Nonlinear effects of transit on children’s activity range: Mobile phone data insights\",\"authors\":\"Shi-Ting Huang , Peiling Zhou\",\"doi\":\"10.1016/j.trd.2025.104774\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Public transit accessibility plays a pivotal role in shaping children’s mobility, yet it remains underexplored due to challenges in capturing children’s actual activity patterns. This study adopts anonymized mobile phone data to address these gaps. By identifying complete travel activities among children mobile phone users, the study examines nonlinear relationships between three transit modes (i.e. walk, bus and metro) and children’s activity range across different levels within home and school contexts. Results show that transit accessibility’s importance increases as children’s activity range expands, particularly around schools, with road density playing a dominant role. While transit accessibility positively influences moderate activity ranges, negative associations emerge at extensive levels. Enhanced transit accessibility most benefits children from lower-cost neighborhoods. The findings identify effective thresholds for urban transportation systems, offering actionable insights for child-centered transport planning, and highlighting the priority of equitable public transit and school-focused planning strategies to support children’s mobility and well-being.</div></div>\",\"PeriodicalId\":23277,\"journal\":{\"name\":\"Transportation Research Part D-transport and Environment\",\"volume\":\"144 \",\"pages\":\"Article 104774\"},\"PeriodicalIF\":7.3000,\"publicationDate\":\"2025-05-05\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Transportation Research Part D-transport and Environment\",\"FirstCategoryId\":\"5\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S1361920925001841\",\"RegionNum\":1,\"RegionCategory\":\"工程技术\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"ENVIRONMENTAL STUDIES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Transportation Research Part D-transport and Environment","FirstCategoryId":"5","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S1361920925001841","RegionNum":1,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENVIRONMENTAL STUDIES","Score":null,"Total":0}
Nonlinear effects of transit on children’s activity range: Mobile phone data insights
Public transit accessibility plays a pivotal role in shaping children’s mobility, yet it remains underexplored due to challenges in capturing children’s actual activity patterns. This study adopts anonymized mobile phone data to address these gaps. By identifying complete travel activities among children mobile phone users, the study examines nonlinear relationships between three transit modes (i.e. walk, bus and metro) and children’s activity range across different levels within home and school contexts. Results show that transit accessibility’s importance increases as children’s activity range expands, particularly around schools, with road density playing a dominant role. While transit accessibility positively influences moderate activity ranges, negative associations emerge at extensive levels. Enhanced transit accessibility most benefits children from lower-cost neighborhoods. The findings identify effective thresholds for urban transportation systems, offering actionable insights for child-centered transport planning, and highlighting the priority of equitable public transit and school-focused planning strategies to support children’s mobility and well-being.
期刊介绍:
Transportation Research Part D: Transport and Environment focuses on original research exploring the environmental impacts of transportation, policy responses to these impacts, and their implications for transportation system design, planning, and management. The journal comprehensively covers the interaction between transportation and the environment, ranging from local effects on specific geographical areas to global implications such as natural resource depletion and atmospheric pollution.
We welcome research papers across all transportation modes, including maritime, air, and land transportation, assessing their environmental impacts broadly. Papers addressing both mobile aspects and transportation infrastructure are considered. The journal prioritizes empirical findings and policy responses of regulatory, planning, technical, or fiscal nature. Articles are policy-driven, accessible, and applicable to readers from diverse disciplines, emphasizing relevance and practicality. We encourage interdisciplinary submissions and welcome contributions from economically developing and advanced countries alike, reflecting our international orientation.