{"id":"https://openalex.org/W4366590914","doi":"https://doi.org/10.1145/3544548.3581209","title":"The Perceived Utility of Smartphone and Wearable Sensor Data in Digital Self-tracking Technologies for Mental Health","display_name":"The Perceived Utility of Smartphone and Wearable Sensor Data in Digital Self-tracking Technologies for Mental Health","publication_year":2023,"publication_date":"2023-04-19","ids":{"openalex":"https://openalex.org/W4366590914","doi":"https://doi.org/10.1145/3544548.3581209","pmid":"https://pubmed.ncbi.nlm.nih.gov/38873656"},"language":"en","primary_location":{"id":"doi:10.1145/3544548.3581209","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3581209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11174977/pdf/nihms-1996637.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071429578","display_name":"Kaylee Payne Kruzan","orcid":"https://orcid.org/0000-0003-1489-487X"},"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"]},{"id":"https://openalex.org/I4210163195","display_name":"Behavioral Tech","ror":"https://ror.org/0531hmb77","country_code":"US","type":"other","lineage":["https://openalex.org/I4210163195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kaylee Payne Kruzan","raw_affiliation_strings":["Center for Behavioral Intervention Technologies, Northwestern University, United States"],"raw_orcid":"https://orcid.org/0000-0003-1489-487X","affiliations":[{"raw_affiliation_string":"Center for Behavioral Intervention Technologies, Northwestern University, United States","institution_ids":["https://openalex.org/I4210163195","https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038049072","display_name":"Ada Ng","orcid":"https://orcid.org/0000-0003-2662-3460"},"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":"Ada Ng","raw_affiliation_strings":["Northwestern University, United States"],"raw_orcid":"https://orcid.org/0000-0003-2662-3460","affiliations":[{"raw_affiliation_string":"Northwestern University, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056087117","display_name":"Colleen Stiles\u2010Shields","orcid":"https://orcid.org/0000-0002-6759-8380"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Colleen Stiles-Shields","raw_affiliation_strings":["Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, United States"],"raw_orcid":"https://orcid.org/0000-0002-6759-8380","affiliations":[{"raw_affiliation_string":"Institute for Juvenile Research, Department of Psychiatry, University of Illinois at Chicago, United States","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029874218","display_name":"Emily G. Lattie","orcid":"https://orcid.org/0000-0002-3069-5996"},"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":"Emily G Lattie","raw_affiliation_strings":["Northwestern University, United States"],"raw_orcid":"https://orcid.org/0000-0002-3069-5996","affiliations":[{"raw_affiliation_string":"Northwestern University, United States","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051245888","display_name":"David C. Mohr","orcid":"https://orcid.org/0000-0002-5443-7596"},"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"]},{"id":"https://openalex.org/I4210163195","display_name":"Behavioral Tech","ror":"https://ror.org/0531hmb77","country_code":"US","type":"other","lineage":["https://openalex.org/I4210163195"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"David C. Mohr","raw_affiliation_strings":["Center for Behavioral Intervention Technologies, Northwestern University, United States"],"raw_orcid":"https://orcid.org/0000-0002-5443-7596","affiliations":[{"raw_affiliation_string":"Center for Behavioral Intervention Technologies, Northwestern University, United States","institution_ids":["https://openalex.org/I4210163195","https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035015117","display_name":"Madhu Reddy","orcid":"https://orcid.org/0000-0002-6330-3637"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madhu Reddy","raw_affiliation_strings":["Department of Informatics, University of California, Irvine, United States"],"raw_orcid":"https://orcid.org/0000-0002-6330-3637","affiliations":[{"raw_affiliation_string":"Department of Informatics, University of California, Irvine, United States","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.3444,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.95335534,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"2023","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":1.0,"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":1.0,"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/T13283","display_name":"Mental Health Research Topics","score":0.9976999759674072,"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/T10272","display_name":"Mental Health Treatment and Access","score":0.9848999977111816,"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/psychological-intervention","display_name":"Psychological intervention","score":0.7908776998519897},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.725531816482544},{"id":"https://openalex.org/keywords/mental-health","display_name":"Mental health","score":0.7169688940048218},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.5970844030380249},{"id":"https://openalex.org/keywords/anxiety","display_name":"Anxiety","score":0.5801539421081543},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5301281809806824},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5194793939590454},{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.48755401372909546},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.47912049293518066},{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.4727248549461365},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4573814570903778},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.4463382363319397},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4250618815422058},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3371720016002655},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3277771472930908},{"id":"https://openalex.org/keywords/psychiatry","display_name":"Psychiatry","score":0.18622249364852905}],"concepts":[{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.7908776998519897},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.725531816482544},{"id":"https://openalex.org/C134362201","wikidata":"https://www.wikidata.org/wiki/Q317309","display_name":"Mental health","level":2,"score":0.7169688940048218},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.5970844030380249},{"id":"https://openalex.org/C558461103","wikidata":"https://www.wikidata.org/wiki/Q154430","display_name":"Anxiety","level":2,"score":0.5801539421081543},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5301281809806824},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5194793939590454},{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.48755401372909546},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.47912049293518066},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.4727248549461365},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4573814570903778},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.4463382363319397},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4250618815422058},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3371720016002655},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3277771472930908},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.18622249364852905},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3544548.3581209","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3544548.3581209","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems","raw_type":"proceedings-article"},{"id":"pmid:38873656","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38873656","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 SIGCHI conference on human factors in computing systems. CHI Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11174977","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11174977","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11174977/pdf/nihms-1996637.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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 SIGCHI Conf Hum Factor Comput Syst","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:11174977","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11174977","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11174977/pdf/nihms-1996637.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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 SIGCHI Conf Hum Factor Comput Syst","raw_type":"Text"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.49000000953674316,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G272050701","display_name":null,"funder_award_id":"P50MH119029","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G2949810489","display_name":null,"funder_award_id":"K08 MH125069","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G3410177335","display_name":null,"funder_award_id":"P50 MH119029","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G3716946519","display_name":null,"funder_award_id":"T32 MH115882","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G7049603965","display_name":null,"funder_award_id":"T32MH115882","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G8096831293","display_name":null,"funder_award_id":"T32MH115882,P50MH119029","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G827341322","display_name":null,"funder_award_id":"R34 MH128410","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"}],"funders":[{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4366590914.pdf"},"referenced_works_count":97,"referenced_works":["https://openalex.org/W131560537","https://openalex.org/W1530898409","https://openalex.org/W1603154299","https://openalex.org/W1850930898","https://openalex.org/W1894490285","https://openalex.org/W1970792337","https://openalex.org/W1991356673","https://openalex.org/W1994724529","https://openalex.org/W1998574902","https://openalex.org/W2006255846","https://openalex.org/W2010875089","https://openalex.org/W2013183817","https://openalex.org/W2024808898","https://openalex.org/W2026953083","https://openalex.org/W2029454745","https://openalex.org/W2031916435","https://openalex.org/W2037577652","https://openalex.org/W2041914100","https://openalex.org/W2051712666","https://openalex.org/W2066806488","https://openalex.org/W2067411780","https://openalex.org/W2067801379","https://openalex.org/W2080178427","https://openalex.org/W2093973716","https://openalex.org/W2107750653","https://openalex.org/W2118826874","https://openalex.org/W2120728475","https://openalex.org/W2120770378","https://openalex.org/W2127751849","https://openalex.org/W2133249179","https://openalex.org/W2134566698","https://openalex.org/W2142225512","https://openalex.org/W2142420226","https://openalex.org/W2142477234","https://openalex.org/W2145220156","https://openalex.org/W2147085624","https://openalex.org/W2161897659","https://openalex.org/W2254462287","https://openalex.org/W2289432583","https://openalex.org/W2406938403","https://openalex.org/W2516765934","https://openalex.org/W2568836284","https://openalex.org/W2570496662","https://openalex.org/W2579576075","https://openalex.org/W2596241616","https://openalex.org/W2603060284","https://openalex.org/W2605602096","https://openalex.org/W2609940642","https://openalex.org/W2612922341","https://openalex.org/W2621378336","https://openalex.org/W2733962922","https://openalex.org/W2766249802","https://openalex.org/W2775819279","https://openalex.org/W2786395623","https://openalex.org/W2794997027","https://openalex.org/W2796201092","https://openalex.org/W2802190360","https://openalex.org/W2803564469","https://openalex.org/W2806867909","https://openalex.org/W2889435339","https://openalex.org/W2915412380","https://openalex.org/W2941656343","https://openalex.org/W2947028146","https://openalex.org/W2963665532","https://openalex.org/W2972598474","https://openalex.org/W2985195296","https://openalex.org/W2995060633","https://openalex.org/W2999286925","https://openalex.org/W3001662993","https://openalex.org/W3002205706","https://openalex.org/W3004219043","https://openalex.org/W3009433340","https://openalex.org/W3011154432","https://openalex.org/W3027708473","https://openalex.org/W3031975714","https://openalex.org/W3043082346","https://openalex.org/W3047384636","https://openalex.org/W3115166768","https://openalex.org/W3122329668","https://openalex.org/W3123322472","https://openalex.org/W3157526960","https://openalex.org/W3178493546","https://openalex.org/W3180456494","https://openalex.org/W3185595804","https://openalex.org/W3198144000","https://openalex.org/W3201026109","https://openalex.org/W3212066962","https://openalex.org/W4200034122","https://openalex.org/W4200467880","https://openalex.org/W4206302417","https://openalex.org/W4210468276","https://openalex.org/W4211117410","https://openalex.org/W4225103181","https://openalex.org/W4226533752","https://openalex.org/W4250514875","https://openalex.org/W4309619917","https://openalex.org/W6947863264"],"related_works":["https://openalex.org/W2294434433","https://openalex.org/W3125257058","https://openalex.org/W1604381308","https://openalex.org/W4225265664","https://openalex.org/W2921925903","https://openalex.org/W4306180129","https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981"],"abstract_inverted_index":{"Mental":[0],"health":[1,73],"symptoms":[2,33,81],"are":[3,12,36],"commonly":[4],"discovered":[5],"in":[6,27,121],"primary":[7],"care.":[8],"Yet,":[9],"these":[10,68],"settings":[11],"not":[13],"set":[14],"up":[15],"to":[16,45,66,70,111,127,140,147],"provide":[17],"psychological":[18],"treatment.":[19],"Digital":[20],"interventions":[21,52,110],"can":[22],"play":[23],"a":[24,38,119],"crucial":[25],"role":[26],"stepped":[28],"care":[29],"management":[30],"of":[31,82,95],"patients'":[32,64],"where":[34],"patients":[35,79],"offered":[37],"low":[39],"intensity":[40],"intervention,":[41],"and":[42,56,84,92,98,124],"treatment":[43],"evolves":[44],"incorporate":[46],"providers":[47],"if":[48],"needed.":[49],"Though":[50],"digital":[51,109],"often":[53],"use":[54,67,94,108,128],"smartphone":[55],"wearable":[57],"sensor":[58,96],"data,":[59,97],"little":[60],"is":[61],"known":[62],"about":[63],"desires":[65],"data":[69,102],"manage":[71,112],"mental":[72,113],"symptoms.":[74],"In":[75],"10":[76],"interviews":[77],"with":[78,80,103],"depression":[83],"anxiety,":[85],"we":[86],"explored":[87],"their:":[88],"symptom":[89],"self-management,":[90],"current":[91,125],"desired":[93],"comfort":[99],"sharing":[100],"such":[101],"providers.":[104],"Findings":[105],"support":[106],"the":[107],"health,":[114],"yet":[115],"they":[116],"also":[117],"highlight":[118],"misalignment":[120],"patient":[122],"needs":[123],"efforts":[126],"sensors.":[129],"We":[130],"outline":[131],"considerations":[132],"for":[133],"future":[134],"research,":[135],"including":[136],"extending":[137],"design":[138],"thinking":[139],"wraparound":[141],"services":[142],"that":[143],"may":[144],"be":[145],"necessary":[146],"truly":[148],"reduce":[149],"healthcare":[150],"burden.":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-24T13:16:06.693445","created_date":"2025-10-10T00:00:00"}