{"id":"https://openalex.org/W7142074042","doi":"https://doi.org/10.1016/j.joitmc.2026.100754","title":"Understanding the relationship between experiences and choices under uncertainty: A stated choice experiment","display_name":"Understanding the relationship between experiences and choices under uncertainty: A stated choice experiment","publication_year":2026,"publication_date":"2026-03-28","ids":{"openalex":"https://openalex.org/W7142074042","doi":"https://doi.org/10.1016/j.joitmc.2026.100754"},"language":"en","primary_location":{"id":"doi:10.1016/j.joitmc.2026.100754","doi":"https://doi.org/10.1016/j.joitmc.2026.100754","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.joitmc.2026.100754","pdf_url":null,"source":{"id":"https://openalex.org/S4210222123","display_name":"Journal of Open Innovation Technology Market and Complexity","issn_l":"2199-8531","issn":["2199-8531"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-40","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Open Innovation: Technology, Market, and Complexity","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1016/j.joitmc.2026.100754","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031780473","display_name":"Ruben Akse","orcid":"https://orcid.org/0000-0001-7067-2951","observed_orcids":["https://orcid.org/0000-0001-7067-2951"]},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ruben Akse","raw_affiliation_strings":["Institute for Management Research (IMR), Radboud University Nijmegen, P.O. Box 9108, Nijmegen 6500 HK, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0001-7067-2951","affiliations":[{"raw_affiliation_string":"Institute for Management Research (IMR), Radboud University Nijmegen, P.O. Box 9108, Nijmegen 6500 HK, the Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073401408","display_name":"Wijnand W. Veeneman","orcid":"https://orcid.org/0000-0002-8507-2286","observed_orcids":["https://orcid.org/0000-0002-8507-2286"]},"institutions":[{"id":"https://openalex.org/I98358874","display_name":"Delft University of Technology","ror":"https://ror.org/02e2c7k09","country_code":"NL","type":"education","lineage":["https://openalex.org/I98358874"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Wijnand Veeneman","raw_affiliation_strings":["Faculty of Technology, Policy and Management, Delft University of Technology, P.O. Box 5015, Delft 2600 GA, the Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-8507-2286","affiliations":[{"raw_affiliation_string":"Faculty of Technology, Policy and Management, Delft University of Technology, P.O. Box 5015, Delft 2600 GA, the Netherlands","institution_ids":["https://openalex.org/I98358874"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088665639","display_name":"Simone M. Ritter","orcid":"https://orcid.org/0000-0002-8755-3868","observed_orcids":["https://orcid.org/0000-0002-8755-3868"]},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Simone Ritter","raw_affiliation_strings":["Institute for Management Research (IMR), Radboud University Nijmegen, P.O. Box 9108, Nijmegen 6500 HK, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Management Research (IMR), Radboud University Nijmegen, P.O. Box 9108, Nijmegen 6500 HK, the Netherlands","institution_ids":["https://openalex.org/I145872427"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049327324","display_name":"Vincent Marchau","orcid":"https://orcid.org/0000-0002-8512-2386","observed_orcids":["https://orcid.org/0000-0002-8512-2386"]},"institutions":[{"id":"https://openalex.org/I145872427","display_name":"Radboud University Nijmegen","ror":"https://ror.org/016xsfp80","country_code":"NL","type":"education","lineage":["https://openalex.org/I145872427"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Vincent Marchau","raw_affiliation_strings":["Institute for Management Research (IMR), Radboud University Nijmegen, P.O. Box 9108, Nijmegen 6500 HK, the Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Management Research (IMR), Radboud University Nijmegen, P.O. Box 9108, Nijmegen 6500 HK, the Netherlands","institution_ids":["https://openalex.org/I145872427"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073401408"],"corresponding_institution_ids":["https://openalex.org/I98358874"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.3200489,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"2","first_page":"100754","last_page":"100754"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.3630000054836273,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10315","display_name":"Decision-Making and Behavioral Economics","score":0.3630000054836273,"subfield":{"id":"https://openalex.org/subfields/1800","display_name":"General Decision Sciences"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.2020999938249588,"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":0.09669999778270721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/decision-making-under-uncertainty","display_name":"decision making under uncertainty","score":0.878000020980835},{"id":"https://openalex.org/keywords/complexity","display_name":"complexity","score":0.7329999804496765},{"id":"https://openalex.org/keywords/innovation-transition","display_name":"innovation transition","score":0.5350000262260437},{"id":"https://openalex.org/keywords/mobility-innovation","display_name":"mobility innovation","score":0.7379999756813049},{"id":"https://openalex.org/keywords/trust","display_name":"trust","score":0.7279999852180481},{"id":"https://openalex.org/keywords/risk-sharing","display_name":"risk sharing","score":0.8560000061988831},{"id":"https://openalex.org/keywords/risk-assessment","display_name":"risk assessment","score":0.8619999885559082},{"id":"https://openalex.org/keywords/risk-avoidance","display_name":"risk avoidance","score":0.9890000224113464},{"id":"https://openalex.org/keywords/sustainability-goals","display_name":"sustainability goals","score":0.5429999828338623},{"id":"https://openalex.org/keywords/strategic-choice","display_name":"strategic choice","score":0.4880000054836273},{"id":"https://openalex.org/keywords/decision-makers","display_name":"decision-makers","score":0.44999998807907104}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.44510000944137573},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.37790000438690186},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.28610000014305115},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2818000018596649},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.26840001344680786},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.2630999982357025},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2597000002861023},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.25859999656677246},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.24969999492168427}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.joitmc.2026.100754","doi":"https://doi.org/10.1016/j.joitmc.2026.100754","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.joitmc.2026.100754","pdf_url":null,"source":{"id":"https://openalex.org/S4210222123","display_name":"Journal of Open Innovation Technology Market and Complexity","issn_l":"2199-8531","issn":["2199-8531"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-40","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Open Innovation: Technology, Market, and Complexity","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5393727c2d9e430cad292a2a0326143f","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/5393727c2d9e430cad292a2a0326143f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Open Innovation: Technology, Market and Complexity, Vol 12, Iss 2, Pp 100754- (2026)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1016/j.joitmc.2026.100754","doi":"https://doi.org/10.1016/j.joitmc.2026.100754","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.joitmc.2026.100754","pdf_url":null,"source":{"id":"https://openalex.org/S4210222123","display_name":"Journal of Open Innovation Technology Market and Complexity","issn_l":"2199-8531","issn":["2199-8531"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","norway-1","poland-40","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Open Innovation: Technology, Market, and Complexity","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9","score":0.7207000255584717}],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[{"id":"https://openalex.org/G4349807971","display_name":"On the Move: Transition towards Sustainable Mobility","funder_award_id":"403.19.215","funder_id":"https://openalex.org/F4320321800","funder_display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek"}],"funders":[{"id":"https://openalex.org/F4320321800","display_name":"Nederlandse Organisatie voor Wetenschappelijk Onderzoek","ror":"https://ror.org/04jsz6e67"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1902908347","https://openalex.org/W1984974197","https://openalex.org/W1996392459","https://openalex.org/W2000417505","https://openalex.org/W2010941927","https://openalex.org/W2031256459","https://openalex.org/W2036296906","https://openalex.org/W2040313649","https://openalex.org/W2054294045","https://openalex.org/W2061242552","https://openalex.org/W2064829610","https://openalex.org/W2070488366","https://openalex.org/W2093584567","https://openalex.org/W2101412657","https://openalex.org/W2117275101","https://openalex.org/W2121282904","https://openalex.org/W2145299880","https://openalex.org/W2146412061","https://openalex.org/W2148575335","https://openalex.org/W2156200263","https://openalex.org/W2156304718","https://openalex.org/W2166523275","https://openalex.org/W2180863964","https://openalex.org/W2551997692","https://openalex.org/W2597175290","https://openalex.org/W2605229354","https://openalex.org/W2783372506","https://openalex.org/W2885356205","https://openalex.org/W2910922638","https://openalex.org/W2917746286","https://openalex.org/W2923932498","https://openalex.org/W2948220358","https://openalex.org/W2971908141","https://openalex.org/W2982863408","https://openalex.org/W3005916643","https://openalex.org/W3009807331","https://openalex.org/W3010745840","https://openalex.org/W3092376999","https://openalex.org/W3106181704","https://openalex.org/W3176937259","https://openalex.org/W3181326292","https://openalex.org/W3208942371","https://openalex.org/W4226048780","https://openalex.org/W4285732999","https://openalex.org/W4312052872","https://openalex.org/W4323316699","https://openalex.org/W4328053903","https://openalex.org/W4366825546","https://openalex.org/W4378530187","https://openalex.org/W4380609464","https://openalex.org/W4388305529","https://openalex.org/W4389672181","https://openalex.org/W4390427676","https://openalex.org/W4413913779","https://openalex.org/W4415437483"],"related_works":["https://openalex.org/W4403225660","https://openalex.org/W2167135417","https://openalex.org/W4411997368","https://openalex.org/W815622163","https://openalex.org/W2005964097","https://openalex.org/W2105407474","https://openalex.org/W7028413466","https://openalex.org/W4283157194","https://openalex.org/W4286665125","https://openalex.org/W2974395742"],"abstract_inverted_index":{"Complexity":[0],"and":[1,18,30,54,190,196],"uncertainty":[2,29,39],"are":[3,9,78],"fundamental":[4],"in":[5,40,85,115,150,179],"transition":[6],"decision-making.":[7],"These":[8],"however":[10],"rarely":[11],"used":[12],"as":[13],"lenses":[14],"for":[15,79],"studying":[16],"innovations":[17,109],"transitions":[19],"with":[20,87,130,174],"a":[21,60,67,125,159,175],"behavioral":[22],"lens.":[23],"Existing":[24],"literature":[25],"focuses":[26],"on":[27,34,93,108],"system-related":[28],"complexity,":[31],"rather":[32],"than":[33],"how":[35],"decision-makers":[36,80,141],"themselves":[37],"perceive":[38],"complex":[41],"projects.":[42],"This":[43],"paper":[44],"aims":[45],"to":[46,71,90,144,172],"understand":[47],"the":[48,74,146,170],"direct":[49],"relationship":[50],"between":[51],"decision-making":[52],"conditions":[53],"choices":[55,121,153],"made":[56],"under":[57,154],"uncertainty,":[58],"using":[59],"hypothetical":[61],"mobility":[62,105,176],"innovation":[63,165,177],"project.":[64],"We":[65],"designed":[66],"discrete":[68],"choice":[69],"experiment":[70],"identify":[72],"what":[73],"most":[75,147],"significant":[76],"factors":[77],"when":[81],"deciding":[82],"ways":[83],"forward,":[84],"line":[86],"theoretical":[88],"answers":[89],"complexity":[91],"focused":[92],"risk":[94,96,99],"sharing,":[95],"assessment,":[97],"or":[98],"avoidance.":[100],"In":[101],"total,":[102],"108":[103],"Dutch":[104],"professionals":[106],"working":[107],"were":[110,122],"presented":[111],"8":[112],"scenarios,":[113],"resulting":[114],"848":[116],"observed":[117],"choices.":[118],"The":[119,133,156],"final":[120],"estimated":[123],"by":[124],"mixed":[126],"logit":[127],"panel":[128],"model":[129],"error":[131],"components.":[132],"key":[134],"finding":[135],"of":[136,158,163],"this":[137],"study":[138],"is":[139],"that":[140],"consider":[142],"trust":[143],"be":[145],"crucial":[148],"factor":[149],"making":[151],"strategic":[152],"uncertainty.":[155],"estimation":[157],"long-term":[160,184],"sustainability":[161,185],"effect":[162],"an":[164],"did":[166],"not":[167],"significantly":[168],"influence":[169],"decision":[171],"proceed":[173],"project":[178],"our":[180],"study.":[181],"Therefore,":[182],"translating":[183],"goals":[186],"into":[187],"concrete":[188],"tasks":[189],"ensuring":[191],"their":[192],"implementation":[193],"requires":[194],"attention":[195],"warrants":[197],"further":[198],"research.":[199]},"counts_by_year":[],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2026-03-29T00:00:00"}
