{"id":"https://openalex.org/W2013064345","doi":"https://doi.org/10.1108/02635571311312686","title":"Why do people change routes? Impact of information services","display_name":"Why do people change routes? Impact of information services","publication_year":2013,"publication_date":"2013-03-15","ids":{"openalex":"https://openalex.org/W2013064345","doi":"https://doi.org/10.1108/02635571311312686","mag":"2013064345"},"language":"en","primary_location":{"id":"doi:10.1108/02635571311312686","is_oa":false,"landing_page_url":"https://doi.org/10.1108/02635571311312686","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"},"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/A5084623842","display_name":"Hongcheng Gan","orcid":"https://orcid.org/0009-0000-1710-2474"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hong\u2010Cheng Gan","raw_affiliation_strings":["Business School, University of Shanghai for Science and Technology (USST), Shanghai, People's Republic of China","(Business School, University of Shanghai for Science and Technology (USST), Shanghai, People's Republic of China)"],"affiliations":[{"raw_affiliation_string":"Business School, University of Shanghai for Science and Technology (USST), Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I148128674"]},{"raw_affiliation_string":"(Business School, University of Shanghai for Science and Technology (USST), Shanghai, People's Republic of China)","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034695398","display_name":"Yang Bai","orcid":"https://orcid.org/0000-0002-4660-4542"},"institutions":[{"id":"https://openalex.org/I181679659","display_name":"Shanghai University of Finance and Economics","ror":"https://ror.org/00wtvfq62","country_code":"CN","type":"education","lineage":["https://openalex.org/I181679659"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Bai","raw_affiliation_strings":["School of Statistics and Management, Shanghai University of Finance and Economics (SUFE), Shanghai, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Statistics and Management, Shanghai University of Finance and Economics (SUFE), Shanghai, People's Republic of China","institution_ids":["https://openalex.org/I181679659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021159472","display_name":"June Wei","orcid":"https://orcid.org/0000-0001-5000-2467"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"June Wei","raw_affiliation_strings":["Department of Management and Management Information Systems, University of West Florida, Pensacola, Florida, USA"],"affiliations":[{"raw_affiliation_string":"Department of Management and Management Information Systems, University of West Florida, Pensacola, Florida, USA","institution_ids":["https://openalex.org/I83683471"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084623842"],"corresponding_institution_ids":["https://openalex.org/I148128674"],"apc_list":null,"apc_paid":null,"fwci":11.5201,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.97947825,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"113","issue":"3","first_page":"403","last_page":"422"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9976999759674072,"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":0.9886999726295471,"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/respondent","display_name":"Respondent","score":0.831078290939331},{"id":"https://openalex.org/keywords/logit","display_name":"Logit","score":0.6077893376350403},{"id":"https://openalex.org/keywords/mixed-logit","display_name":"Mixed logit","score":0.5984914302825928},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.5585489869117737},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5174511075019836},{"id":"https://openalex.org/keywords/discrete-choice","display_name":"Discrete choice","score":0.4724726378917694},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.45316851139068604},{"id":"https://openalex.org/keywords/logistic-regression","display_name":"Logistic regression","score":0.4412170648574829},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.4327021539211273},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.42895370721817017},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42585915327072144},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.33757174015045166},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2959650456905365},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.20419186353683472},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.186311274766922},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14354246854782104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09197071194648743}],"concepts":[{"id":"https://openalex.org/C2776640315","wikidata":"https://www.wikidata.org/wiki/Q7315941","display_name":"Respondent","level":2,"score":0.831078290939331},{"id":"https://openalex.org/C140331021","wikidata":"https://www.wikidata.org/wiki/Q1868104","display_name":"Logit","level":2,"score":0.6077893376350403},{"id":"https://openalex.org/C95057490","wikidata":"https://www.wikidata.org/wiki/Q6883984","display_name":"Mixed logit","level":3,"score":0.5984914302825928},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.5585489869117737},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5174511075019836},{"id":"https://openalex.org/C190669063","wikidata":"https://www.wikidata.org/wiki/Q5282043","display_name":"Discrete choice","level":2,"score":0.4724726378917694},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.45316851139068604},{"id":"https://openalex.org/C151956035","wikidata":"https://www.wikidata.org/wiki/Q1132755","display_name":"Logistic regression","level":2,"score":0.4412170648574829},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.4327021539211273},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.42895370721817017},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42585915327072144},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.33757174015045166},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2959650456905365},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.20419186353683472},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.186311274766922},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14354246854782104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09197071194648743},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1108/02635571311312686","is_oa":false,"landing_page_url":"https://doi.org/10.1108/02635571311312686","pdf_url":null,"source":{"id":"https://openalex.org/S37320504","display_name":"Industrial Management & Data Systems","issn_l":"0263-5577","issn":["0263-5577","1758-5783"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Industrial Management &amp; Data Systems","raw_type":"journal-article"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:1410464","is_oa":false,"landing_page_url":"http://discovery.ucl.ac.uk/1410464/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"   Industrial Management and Data Systems , 113  (3)   pp. 403-422.   (2013)      ","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5199999809265137,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W245387374","https://openalex.org/W639167183","https://openalex.org/W761000254","https://openalex.org/W808583091","https://openalex.org/W1495380766","https://openalex.org/W1497810022","https://openalex.org/W1563472501","https://openalex.org/W1907326049","https://openalex.org/W1966101913","https://openalex.org/W1970847936","https://openalex.org/W1974678997","https://openalex.org/W1977753529","https://openalex.org/W1979995797","https://openalex.org/W1984824395","https://openalex.org/W1992470995","https://openalex.org/W1995825161","https://openalex.org/W1996206993","https://openalex.org/W1997907099","https://openalex.org/W2005770046","https://openalex.org/W2012609663","https://openalex.org/W2021706746","https://openalex.org/W2021887008","https://openalex.org/W2022169393","https://openalex.org/W2031240209","https://openalex.org/W2033904300","https://openalex.org/W2043318318","https://openalex.org/W2053821827","https://openalex.org/W2053946591","https://openalex.org/W2059902437","https://openalex.org/W2063272086","https://openalex.org/W2064133561","https://openalex.org/W2090047649","https://openalex.org/W2090393147","https://openalex.org/W2110776215","https://openalex.org/W2111242646","https://openalex.org/W2112294578","https://openalex.org/W2113543976","https://openalex.org/W2140861052","https://openalex.org/W2142635246","https://openalex.org/W2145816995","https://openalex.org/W2146132178","https://openalex.org/W2149860264","https://openalex.org/W2912126427","https://openalex.org/W3022903251","https://openalex.org/W3166327929","https://openalex.org/W4249909512","https://openalex.org/W4252978187","https://openalex.org/W4388319941","https://openalex.org/W6676817917","https://openalex.org/W7026490992"],"related_works":["https://openalex.org/W3121224573","https://openalex.org/W1979051328","https://openalex.org/W3122575588","https://openalex.org/W1594919415","https://openalex.org/W205215963","https://openalex.org/W2180844169","https://openalex.org/W4255254380","https://openalex.org/W1481272520","https://openalex.org/W2002893440","https://openalex.org/W2164259513"],"abstract_inverted_index":{"Purpose":[0],"The":[1,47,176,200],"aim":[2],"of":[3,104,109,163,171,192],"this":[4,152,183,203],"study":[5,157,184,204,227],"is":[6,124],"to":[7,16,43,60,215],"identify":[8],"factors":[9,116],"that":[10,125],"influence":[11],"drivers'":[12],"route":[13,118,177],"choice":[14,119,178],"response":[15,63,130,224],"travel":[17],"time":[18],"information":[19,194,202,223],"about":[20,231],"both":[21],"the":[22,72,93,107,141,144,148,159,164,211,219,232],"expressway":[23,101],"and":[24,64,85,106,136,161,167,190],"local":[25,113],"streets":[26,114],"provided":[27],"by":[28,182],"variable":[29],"message":[30],"signs":[31],"on":[32,112],"arterial":[33],"roads.":[34],"Design/methodology/approach":[35],"A":[36,121],"stated":[37],"preference":[38],"questionnaire":[39],"survey":[40],"was":[41,58,147],"conducted":[42,84],"collect":[44],"behavioral":[45],"data.":[46],"generalized":[48],"estimating":[49],"equations":[50],"(GEEs)":[51],"method":[52,166,221],"with":[53,78,87],"a":[54],"logit":[55],"link":[56],"function":[57],"used":[59],"model":[61,180],"driver":[62],"account":[65],"for":[66],"correlations":[67],"within":[68],"repeated":[69],"observations":[70],"from":[71],"same":[73],"respondent.":[74],"Four":[75],"GEEs\u2010based":[76],"estimations":[77],"different":[79],"working":[80],"correlation":[81],"structures":[82],"were":[83],"compared":[86],"each":[88],"other":[89],"as":[90,92],"well":[91],"conventional":[94],"maximum":[95],"likelihood":[96],"estimation.":[97],"Findings":[98],"Driving":[99],"experiences,":[100],"delays,":[102],"causes":[103],"delay,":[105],"number":[108],"traffic":[110],"lights":[111],"are":[115],"influencing":[117],"decisions.":[120],"new":[122],"finding":[123],"there":[126],"exist":[127],"differences":[128],"in":[129,151,196,210,222],"behavior":[131],"among":[132],"employer\u2010provided":[133],"car,":[134],"taxi":[135],"private":[137],"car":[138],"drivers.":[139],"On":[140],"modeling":[142],"aspect,":[143],"exchangeable":[145],"structure":[146],"most":[149],"appropriate":[150],"study.":[153],"Research":[154],"limitations/implications":[155],"This":[156,226],"indicates":[158],"effectiveness":[160],"appropriateness":[162],"GEEs":[165,220,233],"suggests":[168],"further":[169],"examination":[170],"GEEs'":[172],"performance.":[173],"Practical":[174],"implications":[175],"probability":[179],"established":[181],"will":[185],"facilitate":[186],"better":[187],"investment,":[188],"design":[189],"assessment":[191],"dynamic":[193,201],"services":[195],"transportation":[197],"management.":[198],"Originality/value":[199],"concerns":[205],"has":[206,217],"rarely":[207],"been":[208],"addressed":[209],"literature.":[212],"Little":[213],"literature":[214],"date":[216],"applied":[218],"modeling.":[225],"reaches":[228],"solider":[229],"conclusions":[230],"method.":[234]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
