{"id":"https://openalex.org/W2050152207","doi":"https://doi.org/10.3141/2322-04","title":"Investigating the Influence of Environmentalism and Variety Seeking on Mode Choice","display_name":"Investigating the Influence of Environmentalism and Variety Seeking on Mode Choice","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2050152207","doi":"https://doi.org/10.3141/2322-04","mag":"2050152207"},"language":"en","primary_location":{"id":"doi:10.3141/2322-04","doi":"https://doi.org/10.3141/2322-04","is_oa":false,"landing_page_url":"https://doi.org/10.3141/2322-04","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","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/A5056167846","display_name":"Nadine Rieser-Sch\u00fcssler","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4405254721","display_name":"Institute for Transport Planning and Systems","ror":"https://ror.org/025em6n98","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4405254721"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Nadine Rieser-Sch\u00fcssler","raw_affiliation_strings":["Institute for Planning and Transport Systems (IVT), Swiss Federal Institute of Technology (ETH Z\u00fcrich), Z\u00fcrich CH-8093, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Planning and Transport Systems (IVT), Swiss Federal Institute of Technology (ETH Z\u00fcrich), Z\u00fcrich CH-8093, Switzerland","institution_ids":["https://openalex.org/I35440088","https://openalex.org/I4405254721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028278516","display_name":"Kay Werner Axhausen","orcid":"https://orcid.org/0000-0003-3331-1318","observed_orcids":["https://orcid.org/0000-0003-3331-1318"]},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4405254721","display_name":"Institute for Transport Planning and Systems","ror":"https://ror.org/025em6n98","country_code":"CH","type":"facility","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4405254721"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kay W. Axhausen","raw_affiliation_strings":["Institute for Planning and Transport Systems (IVT), Swiss Federal Institute of Technology (ETH Z\u00fcrich), Z\u00fcrich CH-8093, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Planning and Transport Systems (IVT), Swiss Federal Institute of Technology (ETH Z\u00fcrich), Z\u00fcrich CH-8093, Switzerland","institution_ids":["https://openalex.org/I35440088","https://openalex.org/I4405254721"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056167846"],"corresponding_institution_ids":["https://openalex.org/I35440088","https://openalex.org/I4405254721"],"apc_list":{"value":3650,"currency":"USD","value_usd":3650},"apc_paid":null,"fwci":3.3554,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92855986,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2322","issue":"1","first_page":"31","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9179999828338623,"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":0.9179999828338623,"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/T10841","display_name":"Economic and Environmental Valuation","score":0.04830000177025795,"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/T10298","display_name":"Urban Transport and Accessibility","score":0.01269999984651804,"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/environmentalism","display_name":"environmentalism","score":0.9869999885559082},{"id":"https://openalex.org/keywords/variety-seeking","display_name":"variety seeking","score":0.9879999756813049},{"id":"https://openalex.org/keywords/mode-choice","display_name":"mode choice","score":0.9679999947547913},{"id":"https://openalex.org/keywords/latent-variables","display_name":"latent variables","score":0.8650000095367432},{"id":"https://openalex.org/keywords/psychometric-scale","display_name":"psychometric scale","score":0.9300000071525574},{"id":"https://openalex.org/keywords/travel-behavior","display_name":"travel behavior","score":0.7080000042915344},{"id":"https://openalex.org/keywords/environmental-awareness","display_name":"environmental awareness","score":0.5509999990463257},{"id":"https://openalex.org/keywords/travel-diaries","display_name":"travel diaries","score":0.5090000033378601},{"id":"https://openalex.org/keywords/attitude-measurement","display_name":"attitude measurement","score":0.4699999988079071},{"id":"https://openalex.org/keywords/travel-demand-modeling","display_name":"travel demand modeling","score":0.3970000147819519}],"concepts":[{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.7781969308853149},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6757664680480957},{"id":"https://openalex.org/C51167844","wikidata":"https://www.wikidata.org/wiki/Q4422623","display_name":"Latent variable","level":2,"score":0.663063645362854},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6089156866073608},{"id":"https://openalex.org/C2776017872","wikidata":"https://www.wikidata.org/wiki/Q3226683","display_name":"Mode choice","level":3,"score":0.5116310715675354},{"id":"https://openalex.org/C2780900520","wikidata":"https://www.wikidata.org/wiki/Q100268981","display_name":"Denial","level":2,"score":0.4531278610229492},{"id":"https://openalex.org/C144072006","wikidata":"https://www.wikidata.org/wiki/Q4462116","display_name":"Travel behavior","level":2,"score":0.452485591173172},{"id":"https://openalex.org/C203404855","wikidata":"https://www.wikidata.org/wiki/Q2855609","display_name":"Environmentalism","level":3,"score":0.45182958245277405},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.4511399567127228},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4314318895339966},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.425482839345932},{"id":"https://openalex.org/C70727504","wikidata":"https://www.wikidata.org/wiki/Q1806878","display_name":"Latent class model","level":2,"score":0.4234231114387512},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.35442960262298584},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21378293633460999},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.1993696689605713},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.16798409819602966},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.15057054162025452},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12677109241485596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11978599429130554},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10954135656356812},{"id":"https://openalex.org/C539828613","wikidata":"https://www.wikidata.org/wiki/Q178512","display_name":"Public transport","level":2,"score":0.10630083084106445},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08490830659866333},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0765814483165741},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C11171543","wikidata":"https://www.wikidata.org/wiki/Q41630","display_name":"Psychoanalysis","level":1,"score":0.0},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3141/2322-04","doi":"https://doi.org/10.3141/2322-04","is_oa":false,"landing_page_url":"https://doi.org/10.3141/2322-04","pdf_url":null,"source":{"id":"https://openalex.org/S145575934","display_name":"Transportation Research Record Journal of the Transportation Research Board","issn_l":"0361-1981","issn":["0361-1981","2169-4052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-scientific","cwts-core","dongbi-b","jufo-1","norway-1","poland-40","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transportation Research Record: Journal of the Transportation Research Board","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320366","display_name":"European Cooperation in Science and Technology","ror":"https://ror.org/01bstzn19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W581058365","https://openalex.org/W603160504","https://openalex.org/W1457974961","https://openalex.org/W1504012330","https://openalex.org/W1598564303","https://openalex.org/W1603320667","https://openalex.org/W1931254380","https://openalex.org/W1982189777","https://openalex.org/W1993319799","https://openalex.org/W2003924484","https://openalex.org/W2016890344","https://openalex.org/W2051508741","https://openalex.org/W2064533200","https://openalex.org/W2088678796","https://openalex.org/W2090736998","https://openalex.org/W2098801100","https://openalex.org/W2099697766","https://openalex.org/W2120107564","https://openalex.org/W2122593218","https://openalex.org/W2128733050","https://openalex.org/W2130639748","https://openalex.org/W2131643775","https://openalex.org/W2147771863","https://openalex.org/W2149496450","https://openalex.org/W2158466560","https://openalex.org/W2181616601","https://openalex.org/W2240718317","https://openalex.org/W2471847898","https://openalex.org/W3023962331","https://openalex.org/W4233219611"],"related_works":["https://openalex.org/W2537555315","https://openalex.org/W2738862135","https://openalex.org/W1486226070","https://openalex.org/W4293468295","https://openalex.org/W2136882164","https://openalex.org/W2120107564","https://openalex.org/W7096119318","https://openalex.org/W2623676948","https://openalex.org/W2072758760","https://openalex.org/W803861228"],"abstract_inverted_index":{"In":[0],"the":[1,62,121,127,147,151,166,172],"transport":[2,187],"modeling":[3],"community,":[4],"there":[5],"is":[6,48],"a":[7,80,85,90,114],"growing":[8],"consensus":[9],"that":[10,83,126,157,171,183],"socioeconomic":[11,93,163],"attributes":[12],"alone":[13],"will":[14],"not":[15],"suffice":[16],"to":[17,50,101,161,186],"characterize":[18],"travelers":[19],"and":[20,41,72,77,89,139],"make":[21],"forecasts":[22],"about":[23,92],"their":[24],"travel":[25,87],"behavior.":[26],"Therefore,":[27],"an":[28],"increasing":[29],"number":[30],"of":[31,120,132,136,150,165],"recent":[32],"studies":[33],"have":[34],"integrated":[35],"latent":[36,52,111,129],"variables":[37,53,112,130],"representing":[38],"attitudes,":[39],"perceptions,":[40],"preferences":[42],"into":[43],"choice":[44,116,123],"models.":[45],"Because":[46],"it":[47],"impossible":[49],"measure":[51],"directly,":[54],"psychometric":[55,68],"scales":[56,69,173],"are":[57,178,184],"used":[58,109],"as":[59,110],"indicators.":[60],"For":[61],"study":[63,152,177],"presented":[64],"in":[65,79,113,143,154],"this":[66,176],"paper,":[67],"for":[70,141,175,180],"environmentalism":[71],"variety":[73,142],"seeking":[74],"were":[75,107],"developed":[76,174],"tested":[78],"mail-back":[81],"survey":[82],"included":[84],"1-day":[86],"diary":[88],"questionnaire":[91],"characteristics.":[94],"A":[95],"factor":[96],"analysis":[97],"was":[98],"carried":[99],"out":[100],"establish":[102],"predominant":[103],"attitudinal":[104],"factors,":[105],"which":[106],"then":[108],"mode":[115,148],"model.":[117],"The":[118],"results":[119],"estimated":[122],"models":[124],"show":[125],"three":[128],"investigated\u2014awareness":[131],"environmental":[133,137],"problems,":[134],"denial":[135],"issues,":[138],"desire":[140],"one's":[144],"daily":[145],"routine\u2014influenced":[146],"choices":[149],"participants":[153],"different":[155],"ways":[156],"may":[158],"be":[159],"attributable":[160],"other":[162],"characteristics":[164],"participants.":[167],"This":[168],"finding":[169],"indicates":[170],"suitable":[179],"capturing":[181],"attitudes":[182],"relevant":[185],"behavior":[188],"research.":[189]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-10-14T16:39:01.820549","created_date":"2016-06-24T00:00:00"}