{"id":"https://openalex.org/W4386920281","doi":"https://doi.org/10.1109/sas58821.2023.10254192","title":"Big Data Analysis of Canadian Drivers Using OBDII Sensor Data: The Impact of the Pandemic","display_name":"Big Data Analysis of Canadian Drivers Using OBDII Sensor Data: The Impact of the Pandemic","publication_year":2023,"publication_date":"2023-07-18","ids":{"openalex":"https://openalex.org/W4386920281","doi":"https://doi.org/10.1109/sas58821.2023.10254192"},"language":"en","primary_location":{"id":"doi:10.1109/sas58821.2023.10254192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sas58821.2023.10254192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Sensors Applications Symposium (SAS)","raw_type":"proceedings-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/A5003737140","display_name":"Bruce Wallace","orcid":"https://orcid.org/0000-0003-4379-2717"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Bruce Wallace","raw_affiliation_strings":["Carleton University,Systems and Computer Engineering,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091214770","display_name":"Abigael Schonewille","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Abigael Schonewille","raw_affiliation_strings":["Carleton University,Systems and Computer Engineering,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090830647","display_name":"Kathleen Van Benthem","orcid":"https://orcid.org/0000-0001-9759-5415"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kathleen Van Benthem","raw_affiliation_strings":["Carleton University,Department of Cognitive Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Cognitive Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085768912","display_name":"Chris M. Herdman","orcid":"https://orcid.org/0000-0003-1002-7277"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chris Herdman","raw_affiliation_strings":["Carleton University,Department of Cognitive Science,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Department of Cognitive Science,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017485653","display_name":"Jocelyn Keillor","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jocelyn Keillor","raw_affiliation_strings":["National Research Council Canada,Flight Research Laboratory Aerospace Research Centre,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council Canada,Flight Research Laboratory Aerospace Research Centre,Ottawa,Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017668310","display_name":"Rafik Goubran","orcid":"https://orcid.org/0000-0003-4087-416X"},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rafik Goubran","raw_affiliation_strings":["Carleton University,Systems and Computer Engineering,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Carleton University,Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086309680","display_name":"Frank Knoefel","orcid":"https://orcid.org/0000-0002-5760-4484"},"institutions":[{"id":"https://openalex.org/I4210145570","display_name":"Bruy\u00e8re","ror":"https://ror.org/05bznkw77","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210145570"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Frank Knoefel","raw_affiliation_strings":["Bruy&#x00E8;re Research Institute,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Bruy&#x00E8;re Research Institute,Ottawa,Canada","institution_ids":["https://openalex.org/I4210145570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053331185","display_name":"Shawn Marshall","orcid":"https://orcid.org/0000-0002-0893-6159"},"institutions":[{"id":"https://openalex.org/I4210145570","display_name":"Bruy\u00e8re","ror":"https://ror.org/05bznkw77","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I4210145570"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shawn Marshall","raw_affiliation_strings":["Bruy&#x00E8;re Research Institute,Ottawa,Canada"],"affiliations":[{"raw_affiliation_string":"Bruy&#x00E8;re Research Institute,Ottawa,Canada","institution_ids":["https://openalex.org/I4210145570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5003737140"],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":0.5973,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65898421,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"05"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10370","display_name":"Traffic and Road Safety","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T10370","display_name":"Traffic and Road Safety","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9962999820709229,"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/T12315","display_name":"Older Adults Driving Studies","score":0.9952999949455261,"subfield":{"id":"https://openalex.org/subfields/3612","display_name":"Physical Therapy, Sports Therapy and Rehabilitation"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pandemic","display_name":"Pandemic","score":0.6318013072013855},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6086406111717224},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49751046299934387},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.34940263628959656},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.3379949927330017},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16268834471702576},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0608769953250885}],"concepts":[{"id":"https://openalex.org/C89623803","wikidata":"https://www.wikidata.org/wiki/Q12184","display_name":"Pandemic","level":5,"score":0.6318013072013855},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6086406111717224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49751046299934387},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.34940263628959656},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.3379949927330017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16268834471702576},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0608769953250885},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/sas58821.2023.10254192","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sas58821.2023.10254192","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Sensors Applications Symposium (SAS)","raw_type":"proceedings-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:e1df254f-b5f5-4b21-8ba7-b4e336d78335","is_oa":false,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/object/?id=e1df254f-b5f5-4b21-8ba7-b4e336d78335","pdf_url":null,"source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6899999976158142}],"awards":[],"funders":[{"id":"https://openalex.org/F4320315048","display_name":"Canadian Automobile Association","ror":null},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W77504078","https://openalex.org/W1607885859","https://openalex.org/W1981296900","https://openalex.org/W1982121300","https://openalex.org/W2014899466","https://openalex.org/W2037528341","https://openalex.org/W2095257724","https://openalex.org/W2125045459","https://openalex.org/W2738518323","https://openalex.org/W2752199591","https://openalex.org/W2886874187","https://openalex.org/W2900691294","https://openalex.org/W2941648884","https://openalex.org/W2944440160","https://openalex.org/W2944787210","https://openalex.org/W2954145282","https://openalex.org/W2976367245","https://openalex.org/W2980041703","https://openalex.org/W2984507830","https://openalex.org/W3041907530","https://openalex.org/W3127528277","https://openalex.org/W3160765434","https://openalex.org/W3198923625","https://openalex.org/W4285240509","https://openalex.org/W4320933244","https://openalex.org/W4384158909","https://openalex.org/W6603184056","https://openalex.org/W6839644329"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W4390608645","https://openalex.org/W4247566972","https://openalex.org/W4394895745","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2497432351","https://openalex.org/W3046517191"],"abstract_inverted_index":{"Techniques":[0],"to":[1,16,24,28,71,85,126],"quantify":[2],"driving":[3,6,20,25,38,55,90,129,175,192],"skills":[4],"and":[5,10,78,92,116,170],"habits":[7],"(e.g.":[8],"duration":[9],"frequency":[11],"of":[12,19,31,100,102,109,114,131,148],"driving)":[13],"are":[14,26],"critical":[15],"the":[17,29,40,52,72,106,128,168],"analysis":[18,65],"safety.":[21],"Metrics":[22],"related":[23],"key":[27],"analyses":[30],"safety":[32],"topics":[33],"such":[34,46,124],"as":[35,48],"differences":[36,50],"in":[37,54,89,143,153,174,191],"throughout":[39],"lifespan.":[41],"An":[42],"extensive":[43],"literature":[44],"examines":[45],"factors":[47],"novice/expert":[49],"or":[51],"declines":[53],"ability":[56],"that":[57,155,185],"may":[58],"occur":[59],"with":[60,177],"cognitive":[61],"aging.":[62],"Big":[63],"Data":[64],"techniques":[66],"can":[67],"now":[68],"be":[69],"applied":[70],"datasets":[73,95],"being":[74],"captured":[75,166],"by":[76],"automakers":[77],"insurance":[79],"companies":[80],"through":[81],"in-car":[82],"recording":[83],"sensors":[84],"better":[86],"understand":[87],"changes":[88],"activity":[91],"patterns.":[93],"These":[94],"include":[96],"very":[97],"large":[98],"samples":[99],"drivers":[101,111,133],"all":[103,110],"ages":[104],"enabling":[105],"comparative":[107],"study":[108],"including":[112],"comparison":[113],"novice,":[115],"older":[117],"driver":[118,160],"groups.":[119],"This":[120],"paper":[121],"leverages":[122],"one":[123,135,146],"dataset":[125,164],"examine":[127],"patterns":[130],"Canadian":[132],"over":[134],"year":[136,147],"while":[137],"COVID":[138],"19":[139],"pandemic":[140,169,178],"precautions":[141,179],"were":[142,193],"effect.":[144],"Specifically,":[145],"data":[149],"for":[150,186,195],"7677":[151],"vehicles":[152],"Canada":[154],"have":[156],"a":[157,171],"single":[158],"insured":[159],"is":[161],"examined.":[162],"The":[163,182],"was":[165,180],"during":[167],"general":[172],"reduction":[173],"associated":[176],"observed.":[181],"report":[183],"suggests":[184],"several":[187],"age":[188],"groups,":[189],"reductions":[190],"larger":[194],"males":[196],"than":[197],"females.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-16T15:07:20.185449","created_date":"2025-10-10T00:00:00"}
