{"id":"https://openalex.org/W4310007473","doi":"https://doi.org/10.1109/acii55700.2022.9953824","title":"Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data","display_name":"Advancing the Understanding and Measurement of Workplace Stress in Remote Information Workers from Passive Sensors and Behavioral Data","publication_year":2022,"publication_date":"2022-10-18","ids":{"openalex":"https://openalex.org/W4310007473","doi":"https://doi.org/10.1109/acii55700.2022.9953824"},"language":"en","primary_location":{"id":"doi:10.1109/acii55700.2022.9953824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii55700.2022.9953824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII)","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/A5045518349","display_name":"Mehrab Bin Morshed","orcid":"https://orcid.org/0000-0003-4512-4982"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]},{"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":true,"raw_author_name":"Mehrab Bin Morshed","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA","Georgia Institute of Technology, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022316351","display_name":"Javier Hernandez","orcid":"https://orcid.org/0000-0001-9504-5217"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Hernandez","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100681741","display_name":"Daniel McDuff","orcid":"https://orcid.org/0000-0001-7313-0082"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel McDuff","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072651383","display_name":"Jina Suh","orcid":"https://orcid.org/0000-0002-7646-5563"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jina Suh","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036386556","display_name":"Esther Howe","orcid":"https://orcid.org/0000-0001-8429-4883"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]},{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Esther Howe","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA","University of California, Berkeley, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"University of California, Berkeley, USA","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059434277","display_name":"Kael Rowan","orcid":null},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kael Rowan","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068559432","display_name":"Marah Abdin","orcid":"https://orcid.org/0000-0002-8021-7108"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marah Abdin","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090345450","display_name":"Gonzalo Ramos","orcid":"https://orcid.org/0000-0003-4198-5021"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gonzalo Ramos","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026737207","display_name":"Tracy Tran","orcid":"https://orcid.org/0009-0004-4882-3388"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tracy Tran","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020340631","display_name":"Mary Czerwinski","orcid":"https://orcid.org/0000-0003-0881-401X"},"institutions":[{"id":"https://openalex.org/I1290206253","display_name":"Microsoft (United States)","ror":"https://ror.org/00d0nc645","country_code":"US","type":"company","lineage":["https://openalex.org/I1290206253"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mary Czerwinski","raw_affiliation_strings":["Microsoft Research, Microsoft,Redmond,USA","Microsoft Research, Microsoft, Redmond, USA"],"affiliations":[{"raw_affiliation_string":"Microsoft Research, Microsoft,Redmond,USA","institution_ids":["https://openalex.org/I1290206253"]},{"raw_affiliation_string":"Microsoft Research, Microsoft, Redmond, USA","institution_ids":["https://openalex.org/I1290206253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5045518349"],"corresponding_institution_ids":["https://openalex.org/I1290206253","https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":5.0067,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.95983983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.681544840335846},{"id":"https://openalex.org/keywords/productivity","display_name":"Productivity","score":0.6066868901252747},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5822737216949463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4700298011302948},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.44995951652526855},{"id":"https://openalex.org/keywords/occupational-stress","display_name":"Occupational stress","score":0.43419957160949707},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33759093284606934},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.334561824798584},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.32237595319747925},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2002037763595581},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.1441679298877716}],"concepts":[{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.681544840335846},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.6066868901252747},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5822737216949463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4700298011302948},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.44995951652526855},{"id":"https://openalex.org/C2776788475","wikidata":"https://www.wikidata.org/wiki/Q815298","display_name":"Occupational stress","level":2,"score":0.43419957160949707},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33759093284606934},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.334561824798584},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.32237595319747925},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2002037763595581},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.1441679298877716},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/acii55700.2022.9953824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acii55700.2022.9953824","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 10th International Conference on Affective Computing and Intelligent Interaction (ACII)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1595126664","https://openalex.org/W1906543112","https://openalex.org/W1972371185","https://openalex.org/W1998612411","https://openalex.org/W2015789389","https://openalex.org/W2016372372","https://openalex.org/W2059691179","https://openalex.org/W2068740979","https://openalex.org/W2099276202","https://openalex.org/W2104468743","https://openalex.org/W2105036571","https://openalex.org/W2108951007","https://openalex.org/W2121557515","https://openalex.org/W2122338287","https://openalex.org/W2127625785","https://openalex.org/W2141674457","https://openalex.org/W2149628368","https://openalex.org/W2155656311","https://openalex.org/W2157482282","https://openalex.org/W2167557160","https://openalex.org/W2167801237","https://openalex.org/W2314877989","https://openalex.org/W2397853309","https://openalex.org/W2407144111","https://openalex.org/W2520876979","https://openalex.org/W2530800089","https://openalex.org/W2904966308","https://openalex.org/W2911797858","https://openalex.org/W2917316317","https://openalex.org/W2919811065","https://openalex.org/W2923271379","https://openalex.org/W2989431432","https://openalex.org/W2998234722","https://openalex.org/W3016071931","https://openalex.org/W3033778765","https://openalex.org/W3126860501","https://openalex.org/W3136944856","https://openalex.org/W3163667512","https://openalex.org/W3199557569","https://openalex.org/W4225014316","https://openalex.org/W4281639063","https://openalex.org/W6686406519","https://openalex.org/W6714015613","https://openalex.org/W6760754401","https://openalex.org/W6760790644","https://openalex.org/W6770783494","https://openalex.org/W6772320721","https://openalex.org/W6778939222"],"related_works":["https://openalex.org/W2440403839","https://openalex.org/W2367677619","https://openalex.org/W1967872488","https://openalex.org/W3162895297","https://openalex.org/W2379685433","https://openalex.org/W202636441","https://openalex.org/W2305504240","https://openalex.org/W2588122185","https://openalex.org/W2962452341","https://openalex.org/W2171934435"],"abstract_inverted_index":{"Workplace":[0],"stress":[1,57,67,100,130,157,173,186],"has":[2,9],"been":[3],"increasing":[4],"in":[5,44,104,184],"recent":[6],"decades":[7],"and":[8,18,33,37,49,65,87,93,124,132,153,158],"worsened":[10],"by":[11,16],"the":[12,19,31,76,142,166],"unique":[13],"demands":[14],"imposed":[15],"COVID-19":[17],"new":[20],"remote/hybrid":[21],"work":[22,74,103],"settings.":[23],"High-stress":[24],"working":[25],"conditions":[26],"can":[27,38,148],"be":[28],"detrimental":[29],"to":[30,40,62,96,127,162],"health":[32],"wellness":[34],"of":[35,46,79,102,113,141,155,165],"workers":[36,64,120],"lead":[39],"significant":[41],"business":[42],"costs":[43],"terms":[45],"productivity":[47],"loss":[48],"medical":[50],"expenses.":[51],"An":[52],"essential":[53],"step":[54],"toward":[55],"managing":[56],"involves":[58],"finding":[59],"comfortable":[60],"ways":[61],"sense":[63],"recognizing":[66],"as":[68,70,84,91],"soon":[69],"it":[71],"happens.":[72],"This":[73],"explores":[75],"potential":[77],"value":[78],"using":[80],"pervasive":[81],"sensors":[82,147],"such":[83,90,114],"keyboards,":[85],"webcams,":[86],"behavioral":[88],"data":[89,115,143,164],"calendar":[92],"e-mail":[94],"activity":[95],"passively":[97],"assess":[98],"individual":[99],"levels":[101,131],"real-life.":[105],"In":[106],"particular,":[107],"we":[108,177],"collected":[109],"a":[110,138],"large":[111],"corpus":[112],"from":[116],"46":[117],"remote":[118],"information":[119],"over":[121],"one":[122],"month":[123],"asked":[125],"them":[126],"self-report":[128],"their":[129],"other":[133],"relevant":[134],"factors":[135],"several":[136],"times":[137],"day.":[139],"Analysis":[140],"demonstrates":[144],"that":[145,159],"passive":[146],"effectively":[149],"detect":[150],"both":[151],"triggers":[152],"manifestations":[154],"workplace":[156,185],"having":[160],"access":[161],"prior":[163],"worker":[167],"is":[168],"critical":[169],"for":[170],"developing":[171],"well-performing":[172],"recognition":[174],"models.":[175],"Furthermore,":[176],"provide":[178],"qualitative":[179],"feedback":[180],"capturing":[181],"workers'":[182],"preferences":[183],"monitoring.":[187]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":12}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}
