{"id":"https://openalex.org/W3209354248","doi":"https://doi.org/10.1109/mprv.2021.3118570","title":"Predicting Job Performance Using Mobile Sensing","display_name":"Predicting Job Performance Using Mobile Sensing","publication_year":2021,"publication_date":"2021-10-01","ids":{"openalex":"https://openalex.org/W3209354248","doi":"https://doi.org/10.1109/mprv.2021.3118570","mag":"3209354248"},"language":"en","primary_location":{"id":"doi:10.1109/mprv.2021.3118570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mprv.2021.3118570","pdf_url":null,"source":{"id":"https://openalex.org/S24191132","display_name":"IEEE Pervasive Computing","issn_l":"1536-1268","issn":["1536-1268","1558-2590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Pervasive Computing","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/A5084296022","display_name":"Shayan Mirjafari","orcid":"https://orcid.org/0000-0002-7165-2781"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shayan Mirjafari","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA"],"raw_orcid":"https://orcid.org/0000-0002-7165-2781","affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051285695","display_name":"Hessam Bagherinezhad","orcid":null},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hessam Bagherinezhad","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079905799","display_name":"Subigya Nepal","orcid":"https://orcid.org/0000-0002-4314-9505"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Subigya Nepal","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA"],"raw_orcid":"https://orcid.org/0000-0002-4314-9505","affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037299618","display_name":"Gonzalo J. Martinez","orcid":"https://orcid.org/0000-0002-7889-4791"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gonzalo J. Martinez","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-7889-4791","affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057029055","display_name":"Koustuv Saha","orcid":"https://orcid.org/0000-0002-8872-2934"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Koustuv Saha","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, GA, USA"],"raw_orcid":"https://orcid.org/0000-0002-8872-2934","affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, GA, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083195232","display_name":"Mikio Obuchi","orcid":"https://orcid.org/0000-0003-2732-4075"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mikio Obuchi","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062351587","display_name":"Pino G. Audia","orcid":"https://orcid.org/0000-0001-7299-513X"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pino G. Audia","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA"],"raw_orcid":"https://orcid.org/0000-0001-7299-513X","affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068157871","display_name":"Nitesh V. Chawla","orcid":"https://orcid.org/0000-0003-3932-5956"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nitesh V. Chawla","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0000-0003-3932-5956","affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032134965","display_name":"Anind K. Dey","orcid":"https://orcid.org/0000-0002-3004-0770"},"institutions":[{"id":"https://openalex.org/I201448701","display_name":"University of Washington","ror":"https://ror.org/00cvxb145","country_code":"US","type":"education","lineage":["https://openalex.org/I201448701"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anind K. Dey","raw_affiliation_strings":["University of Washington, Seattle, WA, USA"],"raw_orcid":"https://orcid.org/0000-0002-3004-0770","affiliations":[{"raw_affiliation_string":"University of Washington, Seattle, WA, USA","institution_ids":["https://openalex.org/I201448701"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048928683","display_name":"Aaron Striegel","orcid":"https://orcid.org/0000-0002-3157-2859"},"institutions":[{"id":"https://openalex.org/I107639228","display_name":"University of Notre Dame","ror":"https://ror.org/00mkhxb43","country_code":"US","type":"education","lineage":["https://openalex.org/I107639228"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron Striegel","raw_affiliation_strings":["University of Notre Dame, Notre Dame, IN, USA"],"raw_orcid":"https://orcid.org/0000-0002-3157-2859","affiliations":[{"raw_affiliation_string":"University of Notre Dame, Notre Dame, IN, USA","institution_ids":["https://openalex.org/I107639228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064857767","display_name":"Andrew T. Campbell","orcid":"https://orcid.org/0000-0001-7394-7682"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Andrew T. Campbell","raw_affiliation_strings":["Dartmouth College, Hanover, NH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.1608,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.82783239,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"20","issue":"4","first_page":"43","last_page":"51"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12607","display_name":"Personal Information Management and User Behavior","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"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/T12238","display_name":"Green IT and Sustainability","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.7647885084152222},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6606053113937378},{"id":"https://openalex.org/keywords/job-performance","display_name":"Job performance","score":0.5388336777687073},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.5385675430297852},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.46202123165130615},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.4424661695957184},{"id":"https://openalex.org/keywords/phone","display_name":"Phone","score":0.4335108995437622},{"id":"https://openalex.org/keywords/mobile-apps","display_name":"Mobile apps","score":0.4173531234264374},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.36188963055610657},{"id":"https://openalex.org/keywords/job-satisfaction","display_name":"Job satisfaction","score":0.14723095297813416},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1414983570575714},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11375004053115845},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09676870703697205},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08855116367340088}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7647885084152222},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6606053113937378},{"id":"https://openalex.org/C174954385","wikidata":"https://www.wikidata.org/wiki/Q6206740","display_name":"Job performance","level":3,"score":0.5388336777687073},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.5385675430297852},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.46202123165130615},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.4424661695957184},{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.4335108995437622},{"id":"https://openalex.org/C2988145974","wikidata":"https://www.wikidata.org/wiki/Q620615","display_name":"Mobile apps","level":2,"score":0.4173531234264374},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.36188963055610657},{"id":"https://openalex.org/C2718322","wikidata":"https://www.wikidata.org/wiki/Q629463","display_name":"Job satisfaction","level":2,"score":0.14723095297813416},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1414983570575714},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11375004053115845},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09676870703697205},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08855116367340088},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mprv.2021.3118570","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mprv.2021.3118570","pdf_url":null,"source":{"id":"https://openalex.org/S24191132","display_name":"IEEE Pervasive Computing","issn_l":"1536-1268","issn":["1536-1268","1558-2590"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Pervasive Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G5220725999","display_name":null,"funder_award_id":"2017-17042800007","funder_id":"https://openalex.org/F4320333051","funder_display_name":"Intelligence Advanced Research Projects Activity"}],"funders":[{"id":"https://openalex.org/F4320312530","display_name":"Office of the Director of National Intelligence","ror":"https://ror.org/01v3fsc55"},{"id":"https://openalex.org/F4320333051","display_name":"Intelligence Advanced Research Projects Activity","ror":"https://ror.org/01v3fsc55"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2010657731","https://openalex.org/W2100495367","https://openalex.org/W2150327087","https://openalex.org/W2295598076","https://openalex.org/W2537265286","https://openalex.org/W2553915786","https://openalex.org/W2765424254","https://openalex.org/W2794857355","https://openalex.org/W2892246074","https://openalex.org/W2942640105","https://openalex.org/W2954300939","https://openalex.org/W2986412349","https://openalex.org/W3004300305","https://openalex.org/W3047170684","https://openalex.org/W3083223523","https://openalex.org/W3103557498","https://openalex.org/W3156758076","https://openalex.org/W4252784141"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W2999186374"],"abstract_inverted_index":{"We":[0],"hypothesize":[1],"that":[2,18,108],"behavioral":[3],"patterns":[4,59],"of":[5,44,79,87,94],"people":[6],"are":[7],"reflected":[8],"in":[9,113],"how":[10,101],"they":[11,124],"interact":[12],"with":[13,83],"their":[14,25,31,74,105,114,126,131],"mobile":[15,49,69],"devices":[16],"and":[17,27,52,129],"continuous":[19],"sensor":[20],"data":[21,51,58],"passively":[22],"collected":[23],"from":[24,139],"phones":[26],"wearables":[28],"can":[29],"infer":[30],"job":[32,38,80,115],"performance.":[33,116],"Specifically,":[34],"we":[35,72,97],"study":[36],"day-today":[37],"performance":[39,75,81],"(improvement,":[40],"no":[41],"change,":[42],"decline)":[43],"N=298":[45],"information":[46],"workers":[47],"using":[48],"sensing":[50,70],"offer":[53],"data-driven":[54],"insights":[55,99],"into":[56,100],"what":[57],"may":[60,121,137],"lead":[61],"to":[62],"a":[63,77],"high-performing":[64],"day.":[65],"Through":[66],"analyzing":[67],"workers'":[68],"data,":[71],"predict":[73],"on":[76],"handful":[78],"questionnaires":[82],"an":[84],"F-1":[85],"score":[86],"75%.":[88],"In":[89],"addition,":[90],"through":[91],"numerical":[92],"analysis":[93],"the":[95,109],"model,":[96],"get":[98],"individuals":[102],"must":[103],"change":[104],"behavior":[106],"so":[107],"model":[110],"predicts":[111],"improvements":[112],"For":[117],"instance,":[118],"one":[119],"worker":[120,136],"benefit":[122,138],"if":[123],"put":[125],"phone":[127],"down":[128],"reduce":[130],"screen":[132],"time,":[133],"while":[134],"another":[135],"getting":[140],"more":[141],"sleep.":[142]},"counts_by_year":[{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}