Inferring transit-based health seeking patterns from smart card data - A case study in Beijing, China
文献类型：期刊论文
| 作者 | Du, Fangye2,3; Mao, Liang1; Wang, Jiaoe2,3 ; Jin, Haitao4
|
| 刊名 | HEALTH & PLACE
 |
| 出版日期 | 2020-09-01 |
| 卷号 | 65页码:8 |
| ISSN号 | 1353-8292 |
| 关键词 | Health seeking behavior Public transit Big data analytics Spatial health disparity Beijing |
| DOI | 10.1016/j.healthplace.2020.102405 |
| 通讯作者 | Wang, Jiaoe(wangje@igsnrr.ac.cn) |
| 英文摘要 | Massive electronic trip records have recently been utilized to infer people's trips for healthcare. Many inferential methods were developed to derive healthcare trips by taxi using GPS trajectory records, but little attention is paid to public transit, as a common travel mode for healthcare. This paper proposes a method to fill this gap by mining a big data of smart transit cards with spatio-temporal constraints. We demonstrate and validate this method in Beijing, China. The inferred trips achieve a high degree of consistency, in space and time, with empirically observed trips from a survey. The inferred trips are further used to identify spatial disparities in transit-based access to healthcare, which might have been overlooked by health policy makers. |
| WOS关键词 | ACCESSIBILITY ; TIME |
| 资助项目 | Strategic Priority Research Program of Chinese Academy of Sciences[XDA19040402] ; National Natural Science Foundation of China[41722103] ; China Scholarship Council (CSC) |
| WOS研究方向 | Public, Environmental & Occupational Health |
| 语种 | 英语 |
| 出版者 | ELSEVIER SCI LTD |
| WOS记录号 | WOS:000573800000001 |
| 资助机构 | Strategic Priority Research Program of Chinese Academy of Sciences ; National Natural Science Foundation of China ; China Scholarship Council (CSC) |
| 源URL | [http://ir.igsnrr.ac.cn/handle/311030/157011]  |
| 专题 | 中国科学院地理科学与资源研究所 |
| 通讯作者 | Wang, Jiaoe |
| 作者单位 | 1.Univ Florida, Dept Geog, Gainesville, FL 32611 USA 2.Chinese Acad Sci, Inst Geog Sci & Nat Resources Res, Key Lab Reg Sustainable Dev Modeling, 11A Datun Rd, Beijing 100101, Peoples R China 3.Univ Chinese Acad Sci, Coll Resources & Environm, Beijing 100049, Peoples R China 4.Beijing Informat Sci & Technol Univ, Sch Comp, Beijing 100085, Peoples R China |
| 推荐引用方式 GB/T 7714 | Du, Fangye,Mao, Liang,Wang, Jiaoe,et al. Inferring transit-based health seeking patterns from smart card data - A case study in Beijing, China[J]. HEALTH & PLACE,2020,65:8. |
| APA | Du, Fangye,Mao, Liang,Wang, Jiaoe,&Jin, Haitao.(2020).Inferring transit-based health seeking patterns from smart card data - A case study in Beijing, China.HEALTH & PLACE,65,8. |
| MLA | Du, Fangye,et al."Inferring transit-based health seeking patterns from smart card data - A case study in Beijing, China".HEALTH & PLACE 65(2020):8. |
入库方式： OAI收割
来源：地理科学与资源研究所
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