{"id":"https://openalex.org/W7225314400","doi":"https://doi.org/10.1080/19427867.2026.2759759","title":"Psychological and built environment influences on bridging mode choices during metro service disruptions: a hybrid SEM-ANN approach","display_name":"Psychological and built environment influences on bridging mode choices during metro service disruptions: a hybrid SEM-ANN approach","publication_year":2026,"publication_date":"2026-11-05","ids":{"openalex":"https://openalex.org/W7225314400","doi":"https://doi.org/10.1080/19427867.2026.2759759"},"language":"en","primary_location":{"id":"doi:10.1080/19427867.2026.2759759","doi":"https://doi.org/10.1080/19427867.2026.2759759","is_oa":false,"landing_page_url":"https://doi.org/10.1080/19427867.2026.2759759","pdf_url":null,"source":{"id":"https://openalex.org/S70779598","display_name":"Transportation Letters","issn_l":"1942-7867","issn":["1942-7867","1942-7875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Letters","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"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/A5016902786","display_name":"Yuanwen Lai","orcid":"https://orcid.org/0000-0003-0722-5117","observed_orcids":["https://orcid.org/0000-0003-0722-5117"]},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanwen Lai","raw_affiliation_strings":["Fuzhou University"],"raw_orcid":"https://orcid.org/0000-0003-0722-5117","affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103359436","display_name":"Jianhong Liang","orcid":"https://orcid.org/0009-0007-9494-2603","observed_orcids":["https://orcid.org/0009-0007-9494-2603"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianhong Liang","raw_affiliation_strings":["Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035025689","display_name":"\u738b\u6dd1\u61ff","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuyi Wang","raw_affiliation_strings":["Fuzhou University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fuzhou University","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031686159","display_name":"Said M. Easa","orcid":"https://orcid.org/0000-0003-0754-138X","observed_orcids":["https://orcid.org/0000-0003-0754-138X"]},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Said M. Easa","raw_affiliation_strings":["Toronto Metropolitan University"],"raw_orcid":"https://orcid.org/0000-0003-0754-138X","affiliations":[{"raw_affiliation_string":"Toronto Metropolitan University","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5103359436"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9458000063896179,"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/T10698","display_name":"Transportation Planning and Optimization","score":0.9458000063896179,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.03590000048279762,"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/T11942","display_name":"Transportation and Mobility Innovations","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/psychological-factors","display_name":"psychological factors","score":0.621999979019165},{"id":"https://openalex.org/keywords/built-environment","display_name":"built environment","score":0.968999981880188},{"id":"https://openalex.org/keywords/hybrid-choice-model","display_name":"hybrid choice model","score":0.7099999785423279},{"id":"https://openalex.org/keywords/trip-purpose","display_name":"travel purpose","score":0.550000011920929},{"id":"https://openalex.org/keywords/ride-hailing","display_name":"ride-hailing","score":0.7300000190734863},{"id":"https://openalex.org/keywords/bike-sharing","display_name":"bike sharing","score":0.7710000276565552},{"id":"https://openalex.org/keywords/road-density","display_name":"road density","score":0.671999990940094},{"id":"https://openalex.org/keywords/floor-area-ratio","display_name":"floor area ratio","score":0.9200000166893005}],"concepts":[{"id":"https://openalex.org/C174348530","wikidata":"https://www.wikidata.org/wiki/Q188635","display_name":"Bridging (networking)","level":2,"score":0.784600019454956},{"id":"https://openalex.org/C117568660","wikidata":"https://www.wikidata.org/wiki/Q1650843","display_name":"Multinomial logistic regression","level":2,"score":0.5148000121116638},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.5069000124931335},{"id":"https://openalex.org/C2776017872","wikidata":"https://www.wikidata.org/wiki/Q3226683","display_name":"Mode choice","level":3,"score":0.41110000014305115},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.40549999475479126},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.40119999647140503},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3894999921321869},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.38280001282691956},{"id":"https://openalex.org/C148803439","wikidata":"https://www.wikidata.org/wiki/Q4986688","display_name":"Built environment","level":2,"score":0.3743000030517578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.362199991941452},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3529999852180481},{"id":"https://openalex.org/C2780695315","wikidata":"https://www.wikidata.org/wiki/Q3799040","display_name":"Unobservable","level":2,"score":0.33820000290870667},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.32919999957084656},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.3140999972820282},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.3091000020503998},{"id":"https://openalex.org/C64341305","wikidata":"https://www.wikidata.org/wiki/Q4919225","display_name":"Bivariate analysis","level":2,"score":0.30230000615119934},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.29989999532699585},{"id":"https://openalex.org/C58037377","wikidata":"https://www.wikidata.org/wiki/Q92785211","display_name":"Level of service","level":2,"score":0.28780001401901245},{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.2750000059604645},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.2669999897480011},{"id":"https://openalex.org/C144072006","wikidata":"https://www.wikidata.org/wiki/Q4462116","display_name":"Travel behavior","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C3017944768","wikidata":"https://www.wikidata.org/wiki/Q1450463","display_name":"Poison control","level":2,"score":0.2563999891281128},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.25099998712539673}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/19427867.2026.2759759","doi":"https://doi.org/10.1080/19427867.2026.2759759","is_oa":false,"landing_page_url":"https://doi.org/10.1080/19427867.2026.2759759","pdf_url":null,"source":{"id":"https://openalex.org/S70779598","display_name":"Transportation Letters","issn_l":"1942-7867","issn":["1942-7867","1942-7875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","cwts-core","dongbi-d","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547","https://openalex.org/P4310320449"],"host_organization_lineage_names":["Taylor & Francis","Informa"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":1.0,"display_name":"Sustainable cities and communities"},{"id":"https://metadata.un.org/sdg/3","score":0.4000000059604645,"display_name":"Good health and well-being"}],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W17026928","https://openalex.org/W19526829","https://openalex.org/W1987971958","https://openalex.org/W1996881001","https://openalex.org/W2041371899","https://openalex.org/W2043650954","https://openalex.org/W2049978307","https://openalex.org/W2072490558","https://openalex.org/W2090704724","https://openalex.org/W2105828903","https://openalex.org/W2144591090","https://openalex.org/W2207038138","https://openalex.org/W2490107957","https://openalex.org/W2586228162","https://openalex.org/W2755862626","https://openalex.org/W2789607600","https://openalex.org/W2794757095","https://openalex.org/W2943360680","https://openalex.org/W2964457657","https://openalex.org/W2979077598","https://openalex.org/W2983880050","https://openalex.org/W2992090661","https://openalex.org/W2999597247","https://openalex.org/W3004969457","https://openalex.org/W3009375360","https://openalex.org/W3092546758","https://openalex.org/W3096198001","https://openalex.org/W3110580547","https://openalex.org/W3140063417","https://openalex.org/W3145442279","https://openalex.org/W3170737763","https://openalex.org/W3170866126","https://openalex.org/W4200220729","https://openalex.org/W4200337368","https://openalex.org/W4210841118","https://openalex.org/W4213430114","https://openalex.org/W4213431851","https://openalex.org/W4281690241","https://openalex.org/W4303043298","https://openalex.org/W4308885228","https://openalex.org/W4383910315","https://openalex.org/W4386874041","https://openalex.org/W4392462210","https://openalex.org/W4394847072","https://openalex.org/W4399848470","https://openalex.org/W4401013894","https://openalex.org/W4404901626","https://openalex.org/W4406596908","https://openalex.org/W4408044318","https://openalex.org/W4410384361","https://openalex.org/W4411612841","https://openalex.org/W7134855629"],"related_works":["https://openalex.org/W3017021352","https://openalex.org/W4285129704","https://openalex.org/W7099617222","https://openalex.org/W2585498915","https://openalex.org/W1968034392","https://openalex.org/W4285214941","https://openalex.org/W4408044318","https://openalex.org/W2846328685","https://openalex.org/W7124587279","https://openalex.org/W2299114782"],"abstract_inverted_index":{"This":[0],"study":[1],"investigates":[2],"passenger":[3,44],"bridging-mode":[4],"choices":[5],"during":[6],"metro":[7],"disruptions":[8],"by":[9],"integrating":[10],"psychological":[11,83],"factors":[12],"and":[13,46,66,74,87,92,101,109,119,129],"station-area":[14],"built":[15],"environments.":[16],"Using":[17],"1,875":[18],"valid":[19],"responses":[20],"from":[21,81],"Fuzhou":[22],"Metro,":[23],"we":[24],"combine":[25],"structural":[26],"equation":[27],"modeling":[28],"for":[29,35,53],"theory-based":[30],"screening,":[31],"artificial":[32],"neural":[33],"networks":[34],"nonlinear":[36],"estimation,":[37],"supervised":[38],"tree-based":[39],"construction":[40],"of":[41,62],"eight":[42],"travel-purpose-oriented":[43],"profiles,":[45],"a":[47,59],"psychological-weight-constrained":[48],"hybrid":[49],"choice":[50],"model":[51],"(HCM)":[52],"group-specific":[54,85],"heterogeneity.":[55],"The":[56],"HCM":[57,75],"achieves":[58],"goodness-of-fit":[60],"ratio":[61],"\u03c12":[63],"=":[64],"0.347":[65],"higher":[67],"predictive":[68],"accuracy":[69],"than":[70],"conventional":[71],"multinomial":[72],"logit":[73],"models.":[76],"Ablation":[77],"tests":[78],"demonstrate":[79],"gains":[80],"global":[82],"weighting,":[84],"heterogeneity,":[86],"multiplicative":[88],"weight":[89],"aggregation.":[90],"Ride-hailing":[91],"walking":[93],"are":[94,111,132],"more":[95,112],"strongly":[96,113],"associated":[97,114,133],"with":[98,115,134],"perceived":[99,120],"convenience":[100],"safety,":[102],"whereas":[103],"emergency":[104],"bridging":[105],"buses,":[106,108],"regular":[107],"bike-sharing":[110],"attitude,":[116],"subjective":[117],"norm,":[118],"behavioral":[121],"control.":[122],"Road":[123],"density,":[124],"plot":[125],"ratio,":[126],"remaining":[127],"distance,":[128],"travel":[130],"purpose":[131],"preferences.":[135],"Built-environment":[136],"coefficients":[137],"represent":[138],"context-specific":[139],"associations":[140],"because":[141],"indicators":[142],"co-vary":[143],"across":[144],"three":[145],"settings.":[146]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-11-06T00:00:00"}