{"id":"https://openalex.org/W4408055748","doi":"https://doi.org/10.1145/3720551","title":"A Survey on Sensor-Based Techniques for Continuous Stress Monitoring in Knowledge Work Environments","display_name":"A Survey on Sensor-Based Techniques for Continuous Stress Monitoring in Knowledge Work Environments","publication_year":2025,"publication_date":"2025-02-28","ids":{"openalex":"https://openalex.org/W4408055748","doi":"https://doi.org/10.1145/3720551"},"language":"en","primary_location":{"id":"doi:10.1145/3720551","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3720551","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3720551","source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3720551","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Johanna Kallio","orcid":"https://orcid.org/0000-0002-7408-170X"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Johanna Kallio","raw_affiliation_strings":["Sustainable Products and Materials, VTT Technical Research Centre of Finland Ltd., Oulu, Finland","VTT Technical Research Centre of Finland Ltd"],"affiliations":[{"raw_affiliation_string":"Sustainable Products and Materials, VTT Technical Research Centre of Finland Ltd., Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036459117","display_name":"Elena Vildjiounaite","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Elena Vildjiounaite","raw_affiliation_strings":["Sustainable Products and Materials, VTT Technical Research Centre of Finland Ltd., Oulu, Finland","VTT Technical Research Centre of Finland Ltd"],"affiliations":[{"raw_affiliation_string":"Sustainable Products and Materials, VTT Technical Research Centre of Finland Ltd., Oulu, Finland","institution_ids":["https://openalex.org/I87653560"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048745773","display_name":"Jaakko Tervonen","orcid":"https://orcid.org/0000-0003-2236-0253"},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jaakko Tervonen","raw_affiliation_strings":["Digital Technologies, VTT Technical Research Centre of Finland Ltd., Espoo, Finland","VTT Technical Research Centre of Finland Ltd"],"affiliations":[{"raw_affiliation_string":"Digital Technologies, VTT Technical Research Centre of Finland Ltd., Espoo, Finland","institution_ids":["https://openalex.org/I87653560"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland Ltd","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005498985","display_name":"Miguel Bordallo L\u00f3pez","orcid":"https://orcid.org/0000-0002-5707-9085"},"institutions":[{"id":"https://openalex.org/I63586086","display_name":"Oulu University of Applied Sciences","ror":"https://ror.org/03dvp8k55","country_code":"FI","type":"education","lineage":["https://openalex.org/I63586086"]},{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Miguel Bordallo L\u00f3pez","raw_affiliation_strings":["University of Oulu, Technology and Electrical Engineering, Oulu, Finland","University of Oulu and VTT Technical Research Centre of Finland Ltd"],"affiliations":[{"raw_affiliation_string":"University of Oulu, Technology and Electrical Engineering, Oulu, Finland","institution_ids":["https://openalex.org/I98381234","https://openalex.org/I63586086"]},{"raw_affiliation_string":"University of Oulu and VTT Technical Research Centre of Finland Ltd","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I87653560"],"apc_list":null,"apc_paid":null,"fwci":19.5557,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.99317537,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"6","issue":"3","first_page":"1","last_page":"31"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9776999950408936,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9524000287055969,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10525","display_name":"Human-Automation Interaction and Safety","score":0.9350000023841858,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social 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/work","display_name":"Work (physics)","score":0.5833804607391357},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.4725705683231354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46675586700439453},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.35925284028053284},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3578994870185852},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30665719509124756},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1338098645210266}],"concepts":[{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5833804607391357},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.4725705683231354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46675586700439453},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.35925284028053284},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3578994870185852},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30665719509124756},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1338098645210266},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3720551","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3720551","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3720551","source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3720551","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3720551","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3720551","source":{"id":"https://openalex.org/S4210174653","display_name":"ACM Transactions on Computing for Healthcare","issn_l":"2637-8051","issn":["2637-8051","2691-1957"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Computing for Healthcare","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4408055748.pdf"},"referenced_works_count":192,"referenced_works":["https://openalex.org/W87831785","https://openalex.org/W645599348","https://openalex.org/W968984893","https://openalex.org/W990323820","https://openalex.org/W1144579682","https://openalex.org/W1489405410","https://openalex.org/W1500882799","https://openalex.org/W1514587974","https://openalex.org/W1523592268","https://openalex.org/W1546080376","https://openalex.org/W1606076675","https://openalex.org/W1664244372","https://openalex.org/W1680392829","https://openalex.org/W1860620008","https://openalex.org/W1906543112","https://openalex.org/W1921929190","https://openalex.org/W1932783937","https://openalex.org/W1970480634","https://openalex.org/W1972304037","https://openalex.org/W1973518538","https://openalex.org/W1985541164","https://openalex.org/W1991590139","https://openalex.org/W1994262406","https://openalex.org/W1996246631","https://openalex.org/W1996299251","https://openalex.org/W2009903348","https://openalex.org/W2010348352","https://openalex.org/W2017618281","https://openalex.org/W2021177478","https://openalex.org/W2026699230","https://openalex.org/W2027278449","https://openalex.org/W2029334490","https://openalex.org/W2031590924","https://openalex.org/W2032512569","https://openalex.org/W2033943395","https://openalex.org/W2047319975","https://openalex.org/W2049459548","https://openalex.org/W2050261889","https://openalex.org/W2057665264","https://openalex.org/W2062723458","https://openalex.org/W2079841778","https://openalex.org/W2081209512","https://openalex.org/W2081469058","https://openalex.org/W2089734242","https://openalex.org/W2092151632","https://openalex.org/W2094919967","https://openalex.org/W2096309085","https://openalex.org/W2099806486","https://openalex.org/W2102463240","https://openalex.org/W2102580529","https://openalex.org/W2105036571","https://openalex.org/W2108905239","https://openalex.org/W2116488983","https://openalex.org/W2117866167","https://openalex.org/W2126661741","https://openalex.org/W2127625785","https://openalex.org/W2132148016","https://openalex.org/W2132767625","https://openalex.org/W2142907955","https://openalex.org/W2144846685","https://openalex.org/W2144961120","https://openalex.org/W2147780630","https://openalex.org/W2151064906","https://openalex.org/W2151936210","https://openalex.org/W2157289187","https://openalex.org/W2163884583","https://openalex.org/W2167801237","https://openalex.org/W2168569455","https://openalex.org/W2171145947","https://openalex.org/W2171801645","https://openalex.org/W2184481998","https://openalex.org/W2294840761","https://openalex.org/W2317928159","https://openalex.org/W2327557979","https://openalex.org/W2327932824","https://openalex.org/W2412131385","https://openalex.org/W2492893994","https://openalex.org/W2505400317","https://openalex.org/W2514896623","https://openalex.org/W2520289546","https://openalex.org/W2522453581","https://openalex.org/W2526283787","https://openalex.org/W2548675228","https://openalex.org/W2553256296","https://openalex.org/W2593320622","https://openalex.org/W2608703442","https://openalex.org/W2728317697","https://openalex.org/W2728582714","https://openalex.org/W2739884974","https://openalex.org/W2742338588","https://openalex.org/W2743283820","https://openalex.org/W2751079608","https://openalex.org/W2761974878","https://openalex.org/W2779582454","https://openalex.org/W2783168567","https://openalex.org/W2788807534","https://openalex.org/W2789755653","https://openalex.org/W2789986734","https://openalex.org/W2792039411","https://openalex.org/W2795056424","https://openalex.org/W2802769465","https://openalex.org/W2803107794","https://openalex.org/W2894771803","https://openalex.org/W2898767979","https://openalex.org/W2902882282","https://openalex.org/W2903362164","https://openalex.org/W2904468173","https://openalex.org/W2920873029","https://openalex.org/W2948769382","https://openalex.org/W2951160251","https://openalex.org/W2953666947","https://openalex.org/W2957045736","https://openalex.org/W2958197594","https://openalex.org/W2958252032","https://openalex.org/W2965603252","https://openalex.org/W2969532470","https://openalex.org/W2972945127","https://openalex.org/W2974457857","https://openalex.org/W2980089758","https://openalex.org/W2981462195","https://openalex.org/W2990738255","https://openalex.org/W2996877880","https://openalex.org/W3000280547","https://openalex.org/W3006907331","https://openalex.org/W3007072803","https://openalex.org/W3010849353","https://openalex.org/W3017334854","https://openalex.org/W3021575037","https://openalex.org/W3022345324","https://openalex.org/W3032206900","https://openalex.org/W3038141292","https://openalex.org/W3041110196","https://openalex.org/W3045518508","https://openalex.org/W3047897636","https://openalex.org/W3082568821","https://openalex.org/W3082801777","https://openalex.org/W3085861300","https://openalex.org/W3088424142","https://openalex.org/W3090179467","https://openalex.org/W3094116032","https://openalex.org/W3094661252","https://openalex.org/W3095644682","https://openalex.org/W3099069192","https://openalex.org/W3111982519","https://openalex.org/W3121080126","https://openalex.org/W3126247264","https://openalex.org/W3129565939","https://openalex.org/W3132701009","https://openalex.org/W3145000295","https://openalex.org/W3157119967","https://openalex.org/W3157706564","https://openalex.org/W3159245381","https://openalex.org/W3167394498","https://openalex.org/W3182731259","https://openalex.org/W3184432716","https://openalex.org/W3189062941","https://openalex.org/W3190066124","https://openalex.org/W3195914844","https://openalex.org/W3208769946","https://openalex.org/W4200155601","https://openalex.org/W4200519744","https://openalex.org/W4205557541","https://openalex.org/W4212863985","https://openalex.org/W4220784056","https://openalex.org/W4226360395","https://openalex.org/W4234639366","https://openalex.org/W4240387442","https://openalex.org/W4243321329","https://openalex.org/W4283022701","https://openalex.org/W4285014427","https://openalex.org/W4285267541","https://openalex.org/W4292994367","https://openalex.org/W4293109983","https://openalex.org/W4293255187","https://openalex.org/W4293691678","https://openalex.org/W4308502919","https://openalex.org/W4312187687","https://openalex.org/W4312997925","https://openalex.org/W4316659000","https://openalex.org/W4318464903","https://openalex.org/W4324011586","https://openalex.org/W4377854903","https://openalex.org/W4379142144","https://openalex.org/W4380372265","https://openalex.org/W4385729891","https://openalex.org/W4387496061","https://openalex.org/W4387937801","https://openalex.org/W4390977186","https://openalex.org/W4391433445","https://openalex.org/W4396506853","https://openalex.org/W4396648204","https://openalex.org/W4402809306"],"related_works":["https://openalex.org/W138768472","https://openalex.org/W2806948274","https://openalex.org/W4401278346","https://openalex.org/W2367714496","https://openalex.org/W2538131842","https://openalex.org/W2351190957","https://openalex.org/W1597034473","https://openalex.org/W2103482891","https://openalex.org/W2018022661","https://openalex.org/W4396596580"],"abstract_inverted_index":{"Prolonged":[0],"work":[1,35,103,125,170],"stress":[2,42,55,85,93,98,126,134,171],"has":[3,13],"an":[4,15,118],"extensive":[5],"negative":[6],"impact":[7],"on":[8,91,184],"modern":[9],"society.":[10],"Recently,":[11],"it":[12],"become":[14],"increasing":[16],"issue,":[17],"specifically":[18],"in":[19,100],"cognitively":[20],"demanding":[21],"knowledge-intensive":[22],"professions.":[23],"To":[24],"address":[25],"the":[26,51,62,66,69,101,121,129,149,167,177],"global":[27],"necessity":[28],"of":[29,34,71,120,124,132,153,169,179],"timely":[30],"detection":[31],"and":[32,46,68,84,109,127,142,151,172],"reduction":[33],"stress,":[36],"sensor-based":[37,92,133],"automated":[38],"methods":[39],"for":[40,53,75,112],"measuring":[41],"are":[43],"emerging.":[44],"Physiological":[45],"behavioral":[47],"sensor":[48],"data":[49],"enable":[50],"potential":[52],"continuous":[54,96],"detection,":[56],"but":[57],"challenges":[58,152],"still":[59],"exist":[60],"concerning":[61],"effort":[63],"required":[64],"from":[65],"user":[67,107,158],"sufficiency":[70],"available":[72],"information,":[73],"especially":[74],"models":[76],"that":[77],"want":[78],"to":[79,81,175],"adapt":[80],"personal":[82],"traits":[83],"perceptions.":[86],"This":[87],"survey":[88,162],"paper":[89],"focuses":[90],"recognition":[94],"enabling":[95],"unobtrusive":[97],"monitoring":[99,155],"knowledge":[102],"environment,":[104],"with":[105],"a":[106],"acceptance":[108],"load":[110],"suitable":[111],"sustainable":[113],"long-term":[114],"adoption.":[115],"We":[116],"provide":[117],"overview":[119],"theoretical":[122],"background":[123],"review":[128],"recent":[130],"developments":[131],"assessment,":[135],"emphasizing":[136],"real-world":[137],"studies":[138],"using":[139],"physiological,":[140],"behavioral,":[141],"environmental":[143],"data.":[144,186],"In":[145],"addition,":[146],"we":[147],"discuss":[148],"applicability":[150],"different":[154],"methods,":[156],"including":[157],"acceptance.":[159],"The":[160],"presented":[161],"provides":[163],"insights":[164],"into":[165],"automating":[166],"assessment":[168],"related":[173],"factors":[174],"advance":[176],"development":[178],"personalized":[180],"well-being":[181],"solutions":[182],"based":[183],"pervasive":[185]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}