{"id":"https://openalex.org/W4387528521","doi":"https://doi.org/10.1007/s12351-023-00798-2","title":"Understanding freight drivers' behavior and the impact on vehicles' fuel consumption and CO2e emissions","display_name":"Understanding freight drivers' behavior and the impact on vehicles' fuel consumption and CO2e emissions","publication_year":2023,"publication_date":"2023-10-11","ids":{"openalex":"https://openalex.org/W4387528521","doi":"https://doi.org/10.1007/s12351-023-00798-2"},"language":"en","primary_location":{"id":"doi:10.1007/s12351-023-00798-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12351-023-00798-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12351-023-00798-2.pdf","source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Operational Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12351-023-00798-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077212448","display_name":"Zhuowu Zhang","orcid":"https://orcid.org/0000-0001-9942-0088"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Zhuowu Zhang","raw_affiliation_strings":["Logistics and Operations Management Section, Cardiff Business School, Cardiff University, Cardiff, CF10 3EU, UK"],"raw_orcid":"https://orcid.org/0000-0001-9942-0088","affiliations":[{"raw_affiliation_string":"Logistics and Operations Management Section, Cardiff Business School, Cardiff University, Cardiff, CF10 3EU, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059391208","display_name":"Emrah Demir","orcid":"https://orcid.org/0000-0002-4726-2556"},"institutions":[{"id":"https://openalex.org/I176601375","display_name":"Khalifa University of Science and Technology","ror":"https://ror.org/05hffr360","country_code":"AE","type":"education","lineage":["https://openalex.org/I176601375"]},{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["AE","GB"],"is_corresponding":false,"raw_author_name":"Emrah Demir","raw_affiliation_strings":["Department of Engineering Systems and Management, Khalifa University Abu Dhabi, Abu Dhabi, United Arab Emirates","Logistics and Operations Management Section, Cardiff Business School, Cardiff University, Cardiff, CF10 3EU, UK"],"raw_orcid":"https://orcid.org/0000-0002-4726-2556","affiliations":[{"raw_affiliation_string":"Department of Engineering Systems and Management, Khalifa University Abu Dhabi, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I176601375"]},{"raw_affiliation_string":"Logistics and Operations Management Section, Cardiff Business School, Cardiff University, Cardiff, CF10 3EU, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040277220","display_name":"Robert Mason","orcid":"https://orcid.org/0000-0001-9089-2521"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Robert Mason","raw_affiliation_strings":["Logistics and Operations Management Section, Cardiff Business School, Cardiff University, Cardiff, CF10 3EU, UK"],"raw_orcid":"https://orcid.org/0000-0001-9089-2521","affiliations":[{"raw_affiliation_string":"Logistics and Operations Management Section, Cardiff Business School, Cardiff University, Cardiff, CF10 3EU, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064571858","display_name":"Carla Di Cairano\u2010Gilfedder","orcid":"https://orcid.org/0000-0002-6270-6987"},"institutions":[{"id":"https://openalex.org/I14689143","display_name":"BT Research","ror":"https://ror.org/03308db07","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1332878012","https://openalex.org/I14689143"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Carla Di Cairano-Gilfedder","raw_affiliation_strings":["BT Applied Research, Orion Building, Adastral Park, Ipswich, IP5 3RE, UK"],"raw_orcid":"https://orcid.org/0000-0002-6270-6987","affiliations":[{"raw_affiliation_string":"BT Applied Research, Orion Building, Adastral Park, Ipswich, IP5 3RE, UK","institution_ids":["https://openalex.org/I14689143"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5077212448"],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.1339,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77212843,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"23","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T12095","display_name":"Vehicle emissions and performance","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10698","display_name":"Transportation Planning and Optimization","score":0.9973999857902527,"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":0.9907000064849854,"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/fuel-efficiency","display_name":"Fuel efficiency","score":0.8638285398483276},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.6719107031822205},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.46675658226013184},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.4366286098957062},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3703819513320923},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.35790345072746277},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.22086209058761597},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2045987844467163}],"concepts":[{"id":"https://openalex.org/C45882903","wikidata":"https://www.wikidata.org/wiki/Q5042317","display_name":"Fuel efficiency","level":2,"score":0.8638285398483276},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.6719107031822205},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.46675658226013184},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.4366286098957062},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3703819513320923},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.35790345072746277},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.22086209058761597},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2045987844467163},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s12351-023-00798-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12351-023-00798-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12351-023-00798-2.pdf","source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Operational Research","raw_type":"journal-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:162392","is_oa":true,"landing_page_url":null,"pdf_url":"https://orca.cardiff.ac.uk/id/eprint/162392/4/s12351-023-00798-2.pdf","source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"PeerReviewed"},{"id":"pmh:oai:RePEc:spr:operea:v:23:y:2023:i:4:d:10.1007_s12351-023-00798-2","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s12351-023-00798-2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s12351-023-00798-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12351-023-00798-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12351-023-00798-2.pdf","source":{"id":"https://openalex.org/S140563256","display_name":"Operational Research","issn_l":"1109-2858","issn":["1109-2858","1866-1505"],"is_oa":false,"is_in_doaj":false,"is_core":true,"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":"Operational Research","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4387528521.pdf"},"referenced_works_count":94,"referenced_works":["https://openalex.org/W43497510","https://openalex.org/W823033267","https://openalex.org/W1470377755","https://openalex.org/W1505191582","https://openalex.org/W1542490527","https://openalex.org/W1561324350","https://openalex.org/W1862661734","https://openalex.org/W1964023669","https://openalex.org/W1965085128","https://openalex.org/W1965817729","https://openalex.org/W1965856911","https://openalex.org/W1968161213","https://openalex.org/W1969029115","https://openalex.org/W1975792184","https://openalex.org/W1984646010","https://openalex.org/W1984985005","https://openalex.org/W1986245431","https://openalex.org/W1986400396","https://openalex.org/W1992103321","https://openalex.org/W1999161039","https://openalex.org/W2004814536","https://openalex.org/W2007227052","https://openalex.org/W2015059550","https://openalex.org/W2016115589","https://openalex.org/W2019943475","https://openalex.org/W2023071828","https://openalex.org/W2024199911","https://openalex.org/W2025392738","https://openalex.org/W2029123658","https://openalex.org/W2037156026","https://openalex.org/W2044497331","https://openalex.org/W2046777149","https://openalex.org/W2049637833","https://openalex.org/W2049987158","https://openalex.org/W2051316737","https://openalex.org/W2054974723","https://openalex.org/W2057559819","https://openalex.org/W2058564173","https://openalex.org/W2061112965","https://openalex.org/W2063025331","https://openalex.org/W2067998888","https://openalex.org/W2071942861","https://openalex.org/W2078543346","https://openalex.org/W2082670167","https://openalex.org/W2085481419","https://openalex.org/W2087668941","https://openalex.org/W2088664823","https://openalex.org/W2090366431","https://openalex.org/W2091400818","https://openalex.org/W2105250387","https://openalex.org/W2105835939","https://openalex.org/W2111501485","https://openalex.org/W2114638601","https://openalex.org/W2129371268","https://openalex.org/W2137258277","https://openalex.org/W2144494350","https://openalex.org/W2151477633","https://openalex.org/W2157525649","https://openalex.org/W2161645426","https://openalex.org/W2166448956","https://openalex.org/W2169448567","https://openalex.org/W2235414819","https://openalex.org/W2281371144","https://openalex.org/W2312468085","https://openalex.org/W2333753763","https://openalex.org/W2398728509","https://openalex.org/W2437270635","https://openalex.org/W2521316758","https://openalex.org/W2524637866","https://openalex.org/W2525055861","https://openalex.org/W2526651026","https://openalex.org/W2589456662","https://openalex.org/W2605341533","https://openalex.org/W2614303116","https://openalex.org/W2626353086","https://openalex.org/W2782533213","https://openalex.org/W2897386475","https://openalex.org/W2899873062","https://openalex.org/W2908967944","https://openalex.org/W2914778275","https://openalex.org/W2916650610","https://openalex.org/W2981383043","https://openalex.org/W3012893977","https://openalex.org/W3064555957","https://openalex.org/W3080752678","https://openalex.org/W3095276351","https://openalex.org/W3144601194","https://openalex.org/W3156096284","https://openalex.org/W3195974592","https://openalex.org/W4214633718","https://openalex.org/W4214645517","https://openalex.org/W4220804220","https://openalex.org/W4283695239","https://openalex.org/W6604441752"],"related_works":["https://openalex.org/W4380487529","https://openalex.org/W2367907680","https://openalex.org/W4297880050","https://openalex.org/W2313032867","https://openalex.org/W2910752022","https://openalex.org/W2761137780","https://openalex.org/W4312513666","https://openalex.org/W572715804","https://openalex.org/W2367648559","https://openalex.org/W2791174895"],"abstract_inverted_index":{"Abstract":[0],"Despite":[1],"the":[2,31,42,63,69,110,130,134,140],"significant":[3,111],"impact":[4,112],"of":[5,41,57,71,113,137,144,183],"driver":[6,174],"behavior":[7,47],"on":[8,74,120,149],"fuel":[9,49,75,121,150,165,184,200],"consumption":[10,166,185],"and":[11,34,48,88,146,202],"carbon":[12],"dioxide":[13],"equivalent":[14],"(CO":[15],"2":[16],"e)":[17],"emissions,":[18],"this":[19],"phenomenon":[20],"is":[21],"often":[22],"overlooked":[23],"in":[24,157,187],"road":[25,188],"freight":[26,45,64,189],"transportation":[27],"research.":[28,159],"We":[29,160],"review":[30],"relevant":[32],"literature":[33,107],"seek":[35],"to":[36,67,90,97,139,198],"provide":[37],"a":[38,54],"deeper":[39],"understanding":[40,182],"relationship":[43],"between":[44],"drivers\u2019":[46],"consumption.":[50,76,122],"This":[51,176],"study":[52],"utilizes":[53],"real-life":[55],"dataset":[56],"over":[58],"4000":[59],"driving":[60,115],"records":[61],"from":[62,95],"logistics":[65],"sector":[66],"examine":[68],"effects":[70],"specific":[72],"behaviors":[73,78],"Analyzed":[77],"include":[79],"harsh":[80,118],"acceleration/deceleration/cornering,":[81],"over-revving,":[82],"excessive":[83],"revolutions":[84],"per":[85,100],"minute":[86],"(RPM),":[87],"non-adherence":[89,138],"legal":[91,141],"speed":[92,142],"limits":[93,143],"ranging":[94],"20":[96,145],"70":[98],"miles":[99],"hour":[101],"(mph).":[102],"Our":[103],"findings":[104],"confirm":[105],"existing":[106],"by":[108],"demonstrating":[109],"certain":[114],"characteristics,":[116],"particularly":[117],"acceleration/cornering,":[119],"Moreover,":[123],"our":[124],"research":[125],"contributes":[126],"new":[127],"insights":[128,197],"into":[129,170],"field,":[131],"notably":[132],"highlighting":[133],"substantial":[135],"influence":[136],"30":[147],"mph":[148],"consumption,":[151],"an":[152,163],"aspect":[153],"not":[154,178],"extensively":[155],"studied":[156],"previous":[158],"subsequently":[161],"introduce":[162],"advanced":[164],"model":[167,177],"that":[168],"takes":[169],"account":[171],"these":[172],"identified":[173],"behaviors.":[175],"only":[179],"advances":[180],"academic":[181],"determinants":[186],"transportation,":[190],"but":[191],"also":[192],"equips":[193],"practitioners":[194],"with":[195],"practical":[196],"optimize":[199],"efficiency":[201],"reduce":[203],"environmental":[204],"impacts.":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
