{"id":"https://openalex.org/W4365813360","doi":"https://doi.org/10.1007/s11116-023-10390-4","title":"Jobs-housing balance and travel patterns among different occupations as revealed by Hidden Markov mixture models: the case of Hong Kong","display_name":"Jobs-housing balance and travel patterns among different occupations as revealed by Hidden Markov mixture models: the case of Hong Kong","publication_year":2023,"publication_date":"2023-04-15","ids":{"openalex":"https://openalex.org/W4365813360","doi":"https://doi.org/10.1007/s11116-023-10390-4"},"language":"en","primary_location":{"id":"doi:10.1007/s11116-023-10390-4","doi":"https://doi.org/10.1007/s11116-023-10390-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11116-023-10390-4","pdf_url":null,"source":{"id":"https://openalex.org/S62009534","display_name":"Transportation","issn_l":"0049-4488","issn":["0049-4488","1572-9435"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079739122","display_name":"Feiyang Zhang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Feiyang Zhang","raw_affiliation_strings":["Department of Geography, The University of Hong Kong, Jockey Club Tower, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, The University of Hong Kong, Jockey Club Tower, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066649557","display_name":"Becky P.Y. Loo","orcid":"https://orcid.org/0000-0003-0822-5354","observed_orcids":["https://orcid.org/0000-0003-0822-5354"]},"institutions":[{"id":"https://openalex.org/I53592917","display_name":"Jiangxi Normal University","ror":"https://ror.org/05nkgk822","country_code":"CN","type":"education","lineage":["https://openalex.org/I53592917"]},{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["CN","HK"],"is_corresponding":true,"raw_author_name":"Becky P. Y. Loo","raw_affiliation_strings":["Department of Geography, The University of Hong Kong, Jockey Club Tower, Hong Kong SAR, China","School of Geography and Environment, Jiangxi Normal University, Nanchang, Jiangxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Geography, The University of Hong Kong, Jockey Club Tower, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]},{"raw_affiliation_string":"School of Geography and Environment, Jiangxi Normal University, Nanchang, Jiangxi, China","institution_ids":["https://openalex.org/I53592917"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100649638","display_name":"Hui Lan","orcid":"https://orcid.org/0000-0003-0020-0048","observed_orcids":["https://orcid.org/0000-0003-0020-0048"]},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Lan","raw_affiliation_strings":["Department of Statistics and Data Science, Faculty of Science, Beijing University of Technology, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Statistics and Data Science, Faculty of Science, Beijing University of Technology, Beijing, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065680386","display_name":"Antoni B. Chan","orcid":"https://orcid.org/0000-0002-2886-2513","observed_orcids":["https://orcid.org/0000-0002-2886-2513"]},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Antoni B. Chan","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079353328","display_name":"Janet H. Hsiao","orcid":"https://orcid.org/0000-0003-2271-8710","observed_orcids":["https://orcid.org/0000-0003-2271-8710"]},"institutions":[{"id":"https://openalex.org/I889458895","display_name":"University of Hong Kong","ror":"https://ror.org/02zhqgq86","country_code":"HK","type":"education","lineage":["https://openalex.org/I889458895"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Janet H. Hsiao","raw_affiliation_strings":["Department of Psychology, University of Hong Kong, Hong Kong SAR, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Hong Kong, Hong Kong SAR, China","institution_ids":["https://openalex.org/I889458895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5066649557"],"corresponding_institution_ids":["https://openalex.org/I53592917","https://openalex.org/I889458895"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":null,"fwci":2.8678,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89331182,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"51","issue":"5","first_page":"1857","last_page":"1877"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10298","display_name":"Urban Transport and Accessibility","score":0.6826000213623047,"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":0.6826000213623047,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.2768999934196472,"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.012900000438094139,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/jobs-housing-balance","display_name":"jobs-housing balance","score":0.9559999704360962},{"id":"https://openalex.org/keywords/travel-patterns","display_name":"travel patterns","score":0.7609999775886536},{"id":"https://openalex.org/keywords/occupational-differences","display_name":"occupational differences","score":0.8999999761581421},{"id":"https://openalex.org/keywords/lifestyle-clusters","display_name":"lifestyle clusters","score":0.9200000166893005},{"id":"https://openalex.org/keywords/activity-space","display_name":"activity space","score":0.8650000095367432},{"id":"https://openalex.org/keywords/hong-kong","display_name":"Hong Kong","score":0.7390000224113464},{"id":"https://openalex.org/keywords/travel-behavior","display_name":"travel behavior","score":0.34599998593330383}],"concepts":[{"id":"https://openalex.org/C168031717","wikidata":"https://www.wikidata.org/wiki/Q1530280","display_name":"Balance (ability)","level":2,"score":0.7192692160606384},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.5114520788192749},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.4725579619407654},{"id":"https://openalex.org/C163836022","wikidata":"https://www.wikidata.org/wiki/Q6771326","display_name":"Markov model","level":3,"score":0.438135027885437},{"id":"https://openalex.org/C26271046","wikidata":"https://www.wikidata.org/wiki/Q187097","display_name":"Economic geography","level":1,"score":0.4344259202480316},{"id":"https://openalex.org/C148383697","wikidata":"https://www.wikidata.org/wiki/Q1781695","display_name":"Regional science","level":1,"score":0.3923993706703186},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.390657901763916},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3794383704662323},{"id":"https://openalex.org/C4249254","wikidata":"https://www.wikidata.org/wiki/Q3044431","display_name":"Demographic economics","level":1,"score":0.3437286615371704},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3407510221004486},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2778410017490387},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2663205862045288},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20047500729560852},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1867695450782776},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1314719021320343},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s11116-023-10390-4","doi":"https://doi.org/10.1007/s11116-023-10390-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11116-023-10390-4","pdf_url":null,"source":{"id":"https://openalex.org/S62009534","display_name":"Transportation","issn_l":"0049-4488","issn":["0049-4488","1572-9435"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-class-a","anvur-scientific","cwts-core","dongbi-b","fnege-3","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:kap:transp:v:51:y:2024:i:5:d:10.1007_s11116-023-10390-4","doi":null,"is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s11116-023-10390-4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-135320","doi":null,"is_oa":false,"landing_page_url":"http://lbdiscover.ust.hk/uresolver?url_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rfr_id=info:sid/HKUST:SPI&rft.genre=article&rft.issn=0049-4488&rft.volume=&rft.issue=&rft.date=2023&rft.spage=&rft.aulast=Zhang&rft.aufirst=Feiyang&rft.atitle=Jobs-housing+balance+and+travel+patterns+among+different+occupations+as+revealed+by+Hidden+Markov+mixture+models%3A+the+case+of+Hong+Kong&rft.title=Transportation","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.761900007724762,"display_name":"Sustainable cities and communities"},{"id":"https://metadata.un.org/sdg/10","score":0.7390999794006348,"display_name":"Reduced inequalities"},{"id":"https://metadata.un.org/sdg/8","score":0.7257999777793884,"display_name":"Decent work and economic growth"}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W1695909723","https://openalex.org/W1970244848","https://openalex.org/W1970414927","https://openalex.org/W1980843384","https://openalex.org/W1981203139","https://openalex.org/W1982260969","https://openalex.org/W1983662350","https://openalex.org/W1997030735","https://openalex.org/W2005153011","https://openalex.org/W2047763356","https://openalex.org/W2055310029","https://openalex.org/W2063702790","https://openalex.org/W2064091943","https://openalex.org/W2067764197","https://openalex.org/W2070640766","https://openalex.org/W2071484401","https://openalex.org/W2079702731","https://openalex.org/W2081400318","https://openalex.org/W2088722350","https://openalex.org/W2093486778","https://openalex.org/W2093718950","https://openalex.org/W2101390215","https://openalex.org/W2115207265","https://openalex.org/W2133649345","https://openalex.org/W2141939759","https://openalex.org/W2155670545","https://openalex.org/W2162064184","https://openalex.org/W2163705730","https://openalex.org/W2167276843","https://openalex.org/W2241021462","https://openalex.org/W2394984844","https://openalex.org/W2543675836","https://openalex.org/W2560603808","https://openalex.org/W2612678178","https://openalex.org/W2883577318","https://openalex.org/W2911293880","https://openalex.org/W2980707094","https://openalex.org/W3049726972","https://openalex.org/W3120727163","https://openalex.org/W3143126750","https://openalex.org/W3165422172","https://openalex.org/W3197263538","https://openalex.org/W3197886166","https://openalex.org/W3216240612","https://openalex.org/W4298149278","https://openalex.org/W4308032504","https://openalex.org/W4317790314","https://openalex.org/W6600788769","https://openalex.org/W6635503536"],"related_works":["https://openalex.org/W2905987117","https://openalex.org/W4390984395","https://openalex.org/W3120718912","https://openalex.org/W7055442806","https://openalex.org/W3120727163","https://openalex.org/W2604499905","https://openalex.org/W2278067499","https://openalex.org/W3157574399","https://openalex.org/W7221548721","https://openalex.org/W2970784493"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2023-04-16T00:00:00"}