{"id":"https://openalex.org/W2783970392","doi":"https://doi.org/10.1145/3161417","title":"Money Drives","display_name":"Money Drives","publication_year":2018,"publication_date":"2018-01-08","ids":{"openalex":"https://openalex.org/W2783970392","doi":"https://doi.org/10.1145/3161417","mag":"2783970392"},"language":"en","primary_location":{"id":"doi:10.1145/3161417","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3161417","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","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/A5077241065","display_name":"Yehoshua Shuki Cohen","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Yehoshua Shuki Cohen","raw_affiliation_strings":["Tel-Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075956753","display_name":"Erez Shmueli","orcid":"https://orcid.org/0000-0003-3193-5768"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Erez Shmueli","raw_affiliation_strings":["Tel-Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Tel-Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5077241065"],"corresponding_institution_ids":["https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":1.4682,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84486928,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"1","issue":"4","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9988999962806702,"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":0.9988999962806702,"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/T12617","display_name":"Energy, Environment, and Transportation Policies","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11942","display_name":"Transportation and Mobility Innovations","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.9120686054229736},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.5948574542999268},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.4722713232040405},{"id":"https://openalex.org/keywords/sustainable-transport","display_name":"Sustainable transport","score":0.44913238286972046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44824135303497314},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.44518256187438965},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3630966544151306},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.3512495756149292},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22292491793632507},{"id":"https://openalex.org/keywords/microeconomics","display_name":"Microeconomics","score":0.18238398432731628},{"id":"https://openalex.org/keywords/sustainability","display_name":"Sustainability","score":0.14172741770744324},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.07941091060638428}],"concepts":[{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.9120686054229736},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.5948574542999268},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.4722713232040405},{"id":"https://openalex.org/C157181609","wikidata":"https://www.wikidata.org/wiki/Q1364310","display_name":"Sustainable transport","level":3,"score":0.44913238286972046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44824135303497314},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.44518256187438965},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3630966544151306},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3512495756149292},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22292491793632507},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","level":1,"score":0.18238398432731628},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.14172741770744324},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.07941091060638428},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3161417","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3161417","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W104395186","https://openalex.org/W150169995","https://openalex.org/W625386584","https://openalex.org/W1542043737","https://openalex.org/W1573569362","https://openalex.org/W1601664772","https://openalex.org/W1787084236","https://openalex.org/W1809276606","https://openalex.org/W1844628735","https://openalex.org/W1846107696","https://openalex.org/W1964596451","https://openalex.org/W1973360614","https://openalex.org/W1983601433","https://openalex.org/W1992708740","https://openalex.org/W2011349956","https://openalex.org/W2032197064","https://openalex.org/W2034768418","https://openalex.org/W2039162490","https://openalex.org/W2047150210","https://openalex.org/W2066748319","https://openalex.org/W2073282096","https://openalex.org/W2078793678","https://openalex.org/W2092178233","https://openalex.org/W2098166026","https://openalex.org/W2098594529","https://openalex.org/W2101269266","https://openalex.org/W2103503676","https://openalex.org/W2128078775","https://openalex.org/W2154671763","https://openalex.org/W2155220399","https://openalex.org/W2156656344","https://openalex.org/W2166511561","https://openalex.org/W2525939931","https://openalex.org/W2586672593","https://openalex.org/W4297960746","https://openalex.org/W6634255386","https://openalex.org/W6638012954"],"related_works":["https://openalex.org/W1589252962","https://openalex.org/W2367468089","https://openalex.org/W2098133976","https://openalex.org/W2358591856","https://openalex.org/W2347416728","https://openalex.org/W2215702767","https://openalex.org/W4317371977","https://openalex.org/W2567150521","https://openalex.org/W2380969787","https://openalex.org/W2378365076"],"abstract_inverted_index":{"This":[0],"paper":[1],"examines":[2],"the":[3,32,53,106,122,137,151,171,175,183,200],"effectiveness":[4],"of":[5,18,31,108,145,174],"monetary":[6,72,159,201],"incentives":[7,214],"based":[8,86,104],"on":[9,87,105],"real-time":[10],"monitoring":[11],"as":[12,217],"means":[13],"to":[14,68,170,186,206],"improve":[15],"driving":[16,62,92,148,223],"behavior":[17,40,63,224],"company":[19],"car":[20],"drivers.":[21],"We":[22,134],"conducted":[23],"a":[24,76,96,130,218],"5-months":[25],"60-drivers":[26],"field":[27],"study":[28],"with":[29,115],"one":[30],"largest":[33],"public":[34],"transportation":[35],"companies":[36],"in":[37,52,91,147,168,178,189,225],"Israel.":[38],"Driving":[39],"was":[41,84,102],"measured":[42],"continuously":[43],"using":[44,126],"In-Vehicle":[45],"Data":[46],"Recorders":[47],"(IVDR)":[48],"that":[49,136,199,212],"were":[50,65,112,204],"pre-installed":[51],"vehicles,":[54],"enabling":[55],"naturalistic,":[56],"objective":[57],"and":[58,94,121,129,167],"concise":[59],"measurements.":[60],"The":[61],"measurements":[64],"then":[66],"used":[67],"examine":[69],"two":[70,138],"different":[71],"incentive":[73,79,139,202],"schemes:":[74],"(1)":[75],"simple":[77],"individual":[78,184],"scheme":[80,98,177,185],"where":[81,99],"each":[82,100],"driver":[83,101],"rewarded":[85,103],"his":[88,109],"own":[89],"improvement":[90,107,120,144,163],"behavior,":[93,149],"(2)":[95],"peer-reward":[97,176],"peers.":[110],"Drivers":[111],"also":[113],"provided":[114],"daily":[116],"feedback":[117],"about":[118],"their":[119],"reward":[123],"they":[124],"gained":[125],"text":[127],"messages":[128],"dedicated":[131],"smartphone":[132],"app.":[133],"find":[135,182,198],"schemes":[140,203],"presented":[141,161],"an":[142],"average":[143],"25%":[146],"whereas":[150],"control":[152],"group":[153],"(that":[154],"did":[155],"not":[156],"use":[157],"any":[158],"incentive)":[160],"no":[162],"at":[164],"all.":[165],"Surprisingly":[166],"contrast":[169],"reported":[172],"superiority":[173],"previous":[179],"studies,":[180],"we":[181,197],"perform":[187],"better":[188],"our":[190],"setting":[191],"(31%":[192],"vs.":[193],"15%":[194],"improvement).":[195],"Finally,":[196],"able":[205],"reduce":[207],"fuel":[208],"consumption":[209],"significantly,":[210],"suggesting":[211],"such":[213],"can":[215],"serve":[216],"sustainable":[219],"mechanism":[220],"for":[221],"improving":[222],"real-world":[226],"applications.":[227]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-01-26T00:00:00"}
