{"id":"https://openalex.org/W4402129737","doi":"https://doi.org/10.3390/ijgi13090316","title":"Association between Built Environment and Bus Usage among Older Adults: Urban\u2013Rural Differences in the Nonlinearities","display_name":"Association between Built Environment and Bus Usage among Older Adults: Urban\u2013Rural Differences in the Nonlinearities","publication_year":2024,"publication_date":"2024-09-02","ids":{"openalex":"https://openalex.org/W4402129737","doi":"https://doi.org/10.3390/ijgi13090316"},"language":"en","primary_location":{"id":"doi:10.3390/ijgi13090316","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13090316","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/ijgi13090316","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002159630","display_name":"Bozhezi Peng","orcid":"https://orcid.org/0000-0002-8649-742X"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bozhezi Peng","raw_affiliation_strings":["State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015320371","display_name":"Lanjing Wang","orcid":"https://orcid.org/0000-0003-2164-5396"},"institutions":[{"id":"https://openalex.org/I2250955327","display_name":"Huawei Technologies (China)","ror":"https://ror.org/00cmhce21","country_code":"CN","type":"company","lineage":["https://openalex.org/I2250955327"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanjing Wang","raw_affiliation_strings":["Huawei Technologies Co., Ltd., Shenzhen 518116, China"],"affiliations":[{"raw_affiliation_string":"Huawei Technologies Co., Ltd., Shenzhen 518116, China","institution_ids":["https://openalex.org/I2250955327"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100865004","display_name":"Jiani Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiani Wu","raw_affiliation_strings":["State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100712863","display_name":"Chaoyang Li","orcid":"https://orcid.org/0000-0001-7422-8110"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoyang Li","raw_affiliation_strings":["State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023366065","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0001-7129-3451"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102031716","display_name":"Shengqiang Yuan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shengqiang Yuan","raw_affiliation_strings":["Shanghai Municipal Engineering Design Institute (Group) Co., Ltd., Shanghai 200092, China"],"affiliations":[{"raw_affiliation_string":"Shanghai Municipal Engineering Design Institute (Group) Co., Ltd., Shanghai 200092, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100688166","display_name":"Yi Zhang","orcid":"https://orcid.org/0000-0002-1113-8465"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I44675526","display_name":"Shanghai Ocean University","ror":"https://ror.org/04n40zv07","country_code":"CN","type":"education","lineage":["https://openalex.org/I44675526"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yi Zhang","raw_affiliation_strings":["Institute of Healthy Yangtze River Delta, Shanghai Jiao Tong University, Shanghai 200240, China","State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China"],"affiliations":[{"raw_affiliation_string":"Institute of Healthy Yangtze River Delta, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"State Key Laboratory of Ocean Engineering, School of Ocean and Civil Engineering, Shanghai Jiao Tong University, Shanghai 200240, China","institution_ids":["https://openalex.org/I44675526","https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100688166"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I44675526"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":3.3599,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.9110053,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"13","issue":"9","first_page":"316","last_page":"316"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12315","display_name":"Older Adults Driving Studies","score":0.97079998254776,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12783","display_name":"Migration, Aging, and Tourism Studies","score":0.953000009059906,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6086128950119019},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.38307321071624756},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.3764480650424957},{"id":"https://openalex.org/keywords/gerontology","display_name":"Gerontology","score":0.3234636187553406},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3180158734321594},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2581142783164978}],"concepts":[{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6086128950119019},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.38307321071624756},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.3764480650424957},{"id":"https://openalex.org/C74909509","wikidata":"https://www.wikidata.org/wiki/Q10387","display_name":"Gerontology","level":1,"score":0.3234636187553406},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3180158734321594},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2581142783164978},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/ijgi13090316","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13090316","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:a461b6611fe7448bb44a36fb38c3161c","is_oa":true,"landing_page_url":"https://doaj.org/article/a461b6611fe7448bb44a36fb38c3161c","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISPRS International Journal of Geo-Information, Vol 13, Iss 9, p 316 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/ijgi13090316","is_oa":true,"landing_page_url":"https://doi.org/10.3390/ijgi13090316","pdf_url":null,"source":{"id":"https://openalex.org/S2764431341","display_name":"ISPRS International Journal of Geo-Information","issn_l":"2220-9964","issn":["2220-9964"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISPRS International Journal of Geo-Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8299999833106995,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[{"id":"https://openalex.org/G7640725365","display_name":null,"funder_award_id":"22AZD082","funder_id":"https://openalex.org/F4320335869","funder_display_name":"National Social Science Fund of China"}],"funders":[{"id":"https://openalex.org/F4320335869","display_name":"National Social Science Fund of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1919942189","https://openalex.org/W1969222573","https://openalex.org/W1973317252","https://openalex.org/W1983664198","https://openalex.org/W1984619040","https://openalex.org/W1999172514","https://openalex.org/W2000962081","https://openalex.org/W2032159065","https://openalex.org/W2054174831","https://openalex.org/W2055478286","https://openalex.org/W2072643928","https://openalex.org/W2081640383","https://openalex.org/W2100292156","https://openalex.org/W2144512297","https://openalex.org/W2156756809","https://openalex.org/W2160518596","https://openalex.org/W2165329563","https://openalex.org/W2171880468","https://openalex.org/W2288772691","https://openalex.org/W2295598076","https://openalex.org/W2307629122","https://openalex.org/W2323024751","https://openalex.org/W2366053714","https://openalex.org/W2379148559","https://openalex.org/W2381326180","https://openalex.org/W2512007821","https://openalex.org/W2556165562","https://openalex.org/W2734760762","https://openalex.org/W2744441214","https://openalex.org/W2746791664","https://openalex.org/W2783472215","https://openalex.org/W2789286875","https://openalex.org/W2789394811","https://openalex.org/W2794357443","https://openalex.org/W2897642836","https://openalex.org/W2908125825","https://openalex.org/W2914137261","https://openalex.org/W2921973652","https://openalex.org/W2928538743","https://openalex.org/W2929569684","https://openalex.org/W2931714899","https://openalex.org/W2936134096","https://openalex.org/W2936665042","https://openalex.org/W2958380268","https://openalex.org/W2966346747","https://openalex.org/W2974017755","https://openalex.org/W2980796167","https://openalex.org/W2981985001","https://openalex.org/W3005650727","https://openalex.org/W3012277235","https://openalex.org/W3018753567","https://openalex.org/W3034487198","https://openalex.org/W3081933936","https://openalex.org/W3090335068","https://openalex.org/W3097298209","https://openalex.org/W3126922656","https://openalex.org/W3135437897","https://openalex.org/W3167839412","https://openalex.org/W3190032105","https://openalex.org/W3194925396","https://openalex.org/W3199229491","https://openalex.org/W4206724171","https://openalex.org/W4210854762","https://openalex.org/W4316590692","https://openalex.org/W4385411972","https://openalex.org/W4387122199","https://openalex.org/W4387221922","https://openalex.org/W4390022366","https://openalex.org/W4400135552","https://openalex.org/W6658468916","https://openalex.org/W7034442990"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2352440174","https://openalex.org/W4309440960","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W4401768695","https://openalex.org/W2765597752","https://openalex.org/W2134894512","https://openalex.org/W2083375246"],"abstract_inverted_index":{"Public":[0],"transport":[1],"improves":[2],"mobility":[3],"and":[4,51,67,95,118,130,144],"well-being":[5],"for":[6],"the":[7,17,34,45,71,81,100,104,108],"rapidly":[8],"aging":[9],"population.":[10],"However,":[11],"few":[12],"planning":[13,132],"interventions":[14,133],"have":[15],"addressed":[16],"urban\u2013rural":[18,42],"disparity":[19],"in":[20,44,74,83,88,103,123,141],"bus":[21,53,136],"usage":[22,54,137],"among":[23,55,138],"older":[24,139],"adults.":[25,57],"Using":[26],"data":[27],"from":[28],"Zhongshan,":[29],"China,":[30],"this":[31],"study":[32],"adopts":[33],"eXtreme":[35],"Gradient":[36],"Boosting":[37],"(XGBoost)":[38],"model":[39],"to":[40,78,134],"examine":[41],"differences":[43],"nonlinear":[46],"relationship":[47],"between":[48],"built":[49,64,72],"environment":[50,65,73],"daily":[52],"elderly":[56],"The":[58,126],"results":[59],"indicate":[60],"nonlinearities":[61],"across":[62],"all":[63],"variables":[66],"stronger":[68],"effects":[69],"of":[70,112],"rural":[75,89,105,124,145],"areas.":[76,125,146],"Distance":[77],"transit":[79],"contributes":[80],"most":[82,109],"urban":[84,143],"neighborhoods":[85],"but":[86],"least":[87],"ones.":[90],"Furthermore,":[91],"dwelling":[92],"unit":[93],"density":[94],"green":[96],"space":[97],"accessibility":[98,120],"play":[99],"biggest":[101],"roles":[102],"context.":[106],"Additionally,":[107],"effective":[110],"ranges":[111],"intersection":[113],"density,":[114],"land":[115],"use":[116],"mixture,":[117],"CBD":[119],"are":[121],"greater":[122],"findings":[127],"facilitate":[128,135],"fine-grained":[129],"diversified":[131],"adults":[140],"both":[142]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2024-09-03T00:00:00"}
