{"id":"https://openalex.org/W2972463583","doi":"https://doi.org/10.1145/3351249","title":"micro-Stress EMA","display_name":"micro-Stress EMA","publication_year":2019,"publication_date":"2019-09-09","ids":{"openalex":"https://openalex.org/W2972463583","doi":"https://doi.org/10.1145/3351249","mag":"2972463583","pmid":"https://pubmed.ncbi.nlm.nih.gov/32432212"},"language":"en","primary_location":{"id":"doi:10.1145/3351249","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3351249","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7236910","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029984762","display_name":"Zachary King","orcid":"https://orcid.org/0000-0002-3826-2909"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zachary D. King","raw_affiliation_strings":["Northwestern University, Evanston, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026525847","display_name":"Judith T. Moskowitz","orcid":"https://orcid.org/0000-0002-1399-3318"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Judith Moskowitz","raw_affiliation_strings":["Northwestern University, Chicago, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Chicago, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020314755","display_name":"Begum Egilmez","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Begum Egilmez","raw_affiliation_strings":["Northwestern University, Evanston, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101912178","display_name":"Shibo Zhang","orcid":"https://orcid.org/0000-0003-3054-9590"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shibo Zhang","raw_affiliation_strings":["Northwestern University, Evanston, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101897584","display_name":"Lida Zhang","orcid":"https://orcid.org/0000-0003-2944-3895"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lida Zhang","raw_affiliation_strings":["Northwestern University, Evanston, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030048029","display_name":"Michael Bass","orcid":"https://orcid.org/0000-0002-7732-6557"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Bass","raw_affiliation_strings":["Northwestern University, Chicago, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Chicago, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000988147","display_name":"John A. Rogers","orcid":"https://orcid.org/0000-0002-3830-5980"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Rogers","raw_affiliation_strings":["Northwestern University, Evanston, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059669530","display_name":"Roozbeh Ghaffari","orcid":"https://orcid.org/0000-0001-5380-2363"},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Roozbeh Ghaffari","raw_affiliation_strings":["Northwestern University, Evanston, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Evanston, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027355184","display_name":"Laurie Wakschlag","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurie Wakschlag","raw_affiliation_strings":["Northwestern University, Chicago, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Chicago, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049258058","display_name":"Nabil Alshurafa","orcid":null},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nabil Alshurafa","raw_affiliation_strings":["Northwestern University, Chicago, IL, United States"],"affiliations":[{"raw_affiliation_string":"Northwestern University, Chicago, IL, United States","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5029984762"],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":6.9019,"has_fulltext":false,"cited_by_count":70,"citation_normalized_percentile":{"value":0.97088504,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"3","issue":"3","first_page":"1","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9915000200271606,"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"}},"topics":[{"id":"https://openalex.org/T13283","display_name":"Mental Health Research Topics","score":0.9915000200271606,"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/T11541","display_name":"Neuroendocrine regulation and behavior","score":0.9904999732971191,"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/T10529","display_name":"Stress Responses and Cortisol","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2802","display_name":"Behavioral Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.5657387971878052},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4707534909248352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45481666922569275},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.43806034326553345},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.42691928148269653},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.41514497995376587},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2815053462982178}],"concepts":[{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.5657387971878052},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4707534909248352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45481666922569275},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.43806034326553345},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.42691928148269653},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.41514497995376587},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2815053462982178},{"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":3,"locations":[{"id":"doi:10.1145/3351249","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3351249","pdf_url":null,"source":{"id":"https://openalex.org/S4210219751","display_name":"Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies","issn_l":"2474-9567","issn":["2474-9567"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies","raw_type":"journal-article"},{"id":"pmid:32432212","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32432212","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the ACM on interactive, mobile, wearable and ubiquitous technologies","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:7236910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7236910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM Interact Mob Wearable Ubiquitous Technol","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:7236910","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7236910","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proc ACM Interact Mob Wearable Ubiquitous Technol","raw_type":"Text"},"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G349920438","display_name":null,"funder_award_id":"K25DK113242","funder_id":"https://openalex.org/F4320337357","funder_display_name":"National Institute of Diabetes and Digestive and Kidney Diseases"}],"funders":[{"id":"https://openalex.org/F4320337357","display_name":"National Institute of Diabetes and Digestive and Kidney Diseases","ror":"https://ror.org/00adh9b73"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1495061682","https://openalex.org/W1912166081","https://openalex.org/W1979423658","https://openalex.org/W1979613719","https://openalex.org/W1979757145","https://openalex.org/W1980416758","https://openalex.org/W1983343406","https://openalex.org/W1985541164","https://openalex.org/W1988790447","https://openalex.org/W1996299251","https://openalex.org/W2002522420","https://openalex.org/W2007636259","https://openalex.org/W2016381774","https://openalex.org/W2024875589","https://openalex.org/W2032512569","https://openalex.org/W2035628441","https://openalex.org/W2048799165","https://openalex.org/W2050284630","https://openalex.org/W2053154970","https://openalex.org/W2053900363","https://openalex.org/W2054062602","https://openalex.org/W2059592643","https://openalex.org/W2075481514","https://openalex.org/W2076059455","https://openalex.org/W2081953805","https://openalex.org/W2091413411","https://openalex.org/W2100384166","https://openalex.org/W2100722028","https://openalex.org/W2107337543","https://openalex.org/W2107723514","https://openalex.org/W2117866167","https://openalex.org/W2119821739","https://openalex.org/W2122351448","https://openalex.org/W2124209493","https://openalex.org/W2127681657","https://openalex.org/W2129537236","https://openalex.org/W2129860303","https://openalex.org/W2131803478","https://openalex.org/W2137787480","https://openalex.org/W2142556291","https://openalex.org/W2144279833","https://openalex.org/W2144961120","https://openalex.org/W2156580739","https://openalex.org/W2158326347","https://openalex.org/W2162273778","https://openalex.org/W2164777277","https://openalex.org/W2169937891","https://openalex.org/W2175816389","https://openalex.org/W2396346871","https://openalex.org/W2518324588","https://openalex.org/W2584061492","https://openalex.org/W2594369816","https://openalex.org/W2610560449","https://openalex.org/W2611370836","https://openalex.org/W2755368192","https://openalex.org/W2796136589","https://openalex.org/W4230268090","https://openalex.org/W4233215564","https://openalex.org/W4285719527","https://openalex.org/W4322388505"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2931662336","https://openalex.org/W2077865380","https://openalex.org/W2132641928","https://openalex.org/W3006817050","https://openalex.org/W4310225030","https://openalex.org/W3200375535"],"abstract_inverted_index":{"High":[0],"levels":[1],"of":[2,9,61,195],"stress":[3,18,48,105,197],"during":[4],"pregnancy":[5],"increase":[6],"the":[7,26,43,62,108,114,122,170,178,193],"chances":[8],"having":[10],"a":[11,36,76,118,146,148,151,183],"premature":[12],"or":[13,23,89],"low-birthweight":[14],"baby.":[15],"Perceived":[16],"self-reported":[17],"does":[19],"not":[20],"often":[21],"capture":[22,42,103],"align":[24],"with":[25],"physiological":[27,44,184],"and":[28,130,150],"behavioral":[29],"response.":[30],"But":[31],"what":[32],"if":[33],"there":[34],"was":[35],"self-report":[37,49,80],"measure":[38],"that":[39,125,169],"could":[40],"better":[41],"response?":[45],"Current":[46],"perceived":[47,104],"assessments":[50],"require":[51],"users":[52],"to":[53,66,81,86,102,192],"answer":[54],"multi-item":[55],"scales":[56],"at":[57,107],"different":[58],"time":[59,110],"points":[60],"day.":[63],"Reducing":[64],"it":[65],"one":[67],"question,":[68],"using":[69,182],"microinteraction-based":[70],"ecological":[71],"momentary":[72],"assessment":[73],"(micro-EMA,":[74],"collecting":[75],"single":[77],"<i>in":[78],"situ</i>":[79],"assess":[82],"behaviors)":[83],"allows":[84,97],"us":[85],"identify":[87],"smaller":[88],"more":[90,99],"subtle":[91],"changes":[92],"in":[93,138,159,163,177,199],"physiology.":[94],"It":[95],"also":[96],"for":[98,120],"frequent":[100],"responses":[101],"while":[106],"same":[109],"reducing":[111],"burden":[112],"on":[113],"participant.":[115],"We":[116,134,155],"propose":[117],"framework":[119,137,167],"selecting":[121],"optimal":[123],"micro-EMA":[124],"combines":[126],"unbiased":[127],"feature":[128],"selection":[129],"unsupervised":[131],"Agglomerative":[132],"clustering.":[133],"test":[135],"our":[136,157],"18":[139],"women":[140,162],"performing":[141],"16":[142],"activities":[143],"in-lab":[144],"wearing":[145],"Biostamp,":[147],"NeuLog,":[149],"Polar":[152],"chest":[153],"strap.":[154],"validated":[156],"results":[158,176,187],"17":[160],"pregnant":[161],"real-world":[164,200],"settings.":[165],"Our":[166,186],"shows":[168],"question":[171],"\"How":[172],"worried":[173],"were":[174],"you?\"":[175],"highest":[179],"accuracy":[180],"when":[181],"model.":[185],"provide":[188],"further":[189],"in-depth":[190],"exposure":[191],"challenges":[194],"evaluating":[196],"models":[198],"situations.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":14},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":9}],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2019-09-19T00:00:00"}
