{"id":"https://openalex.org/W2047781873","doi":"https://doi.org/10.1145/2556288.2557210","title":"Real-time feedback for improving medication taking","display_name":"Real-time feedback for improving medication taking","publication_year":2014,"publication_date":"2014-04-26","ids":{"openalex":"https://openalex.org/W2047781873","doi":"https://doi.org/10.1145/2556288.2557210","mag":"2047781873"},"language":"en","primary_location":{"id":"doi:10.1145/2556288.2557210","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556288.2557210","pdf_url":null,"source":null,"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","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/A5000246567","display_name":"Matthew L. Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131230","display_name":"Philips (United States)","ror":"https://ror.org/03kw6wr76","country_code":"US","type":"company","lineage":["https://openalex.org/I4210122849","https://openalex.org/I4210131230"]},{"id":"https://openalex.org/I1329325741","display_name":"Philips (Finland)","ror":"https://ror.org/01g4jev56","country_code":"FI","type":"company","lineage":["https://openalex.org/I1329325741","https://openalex.org/I4210122849"]}],"countries":["FI","US"],"is_corresponding":true,"raw_author_name":"Matthew L. Lee","raw_affiliation_strings":["Philips Research, Briarcliff Manor, NY, USA","Philips Res., Briarcliff Manor, NY, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Philips Research, Briarcliff Manor, NY, USA","institution_ids":["https://openalex.org/I4210131230"]},{"raw_affiliation_string":"Philips Res., Briarcliff Manor, NY, USA#TAB#","institution_ids":["https://openalex.org/I1329325741"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032134965","display_name":"Anind K. Dey","orcid":"https://orcid.org/0000-0002-3004-0770"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anind K. Dey","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA","Carnegie-Mellon University, Pittsburgh, Pa., USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]},{"raw_affiliation_string":"Carnegie-Mellon University, Pittsburgh, Pa., USA#TAB#","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000246567"],"corresponding_institution_ids":["https://openalex.org/I1329325741","https://openalex.org/I4210131230"],"apc_list":null,"apc_paid":null,"fwci":21.2072,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.99426649,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2259","last_page":"2268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3600","display_name":"General Health Professions"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9972000122070312,"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/T11620","display_name":"Medication Adherence and Compliance","score":0.9754999876022339,"subfield":{"id":"https://openalex.org/subfields/2714","display_name":"Family Practice"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6579066514968872},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6495445370674133},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6450203657150269},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6138473153114319},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.5869134068489075},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5124457478523254},{"id":"https://openalex.org/keywords/visual-feedback","display_name":"Visual feedback","score":0.4648190140724182},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3907396197319031},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3559478521347046},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.34158724546432495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21017438173294067}],"concepts":[{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6579066514968872},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6495445370674133},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6450203657150269},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6138473153114319},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.5869134068489075},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5124457478523254},{"id":"https://openalex.org/C3020716817","wikidata":"https://www.wikidata.org/wiki/Q4132092","display_name":"Visual feedback","level":2,"score":0.4648190140724182},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3907396197319031},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3559478521347046},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.34158724546432495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21017438173294067},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2556288.2557210","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2556288.2557210","pdf_url":null,"source":null,"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","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.930.1389","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.930.1389","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.cmu.edu/%7Emllee/docs/Lee2014-Real_time_feedback_for_improving_medication_taking.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306139","display_name":"Robert Wood Johnson Foundation","ror":"https://ror.org/02ymmdj85"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1587563450","https://openalex.org/W1594567624","https://openalex.org/W1777790150","https://openalex.org/W1991625730","https://openalex.org/W2001617346","https://openalex.org/W2003561474","https://openalex.org/W2014272633","https://openalex.org/W2021472060","https://openalex.org/W2021633655","https://openalex.org/W2033296332","https://openalex.org/W2041988633","https://openalex.org/W2046093156","https://openalex.org/W2046626275","https://openalex.org/W2059454145","https://openalex.org/W2062121040","https://openalex.org/W2103789057","https://openalex.org/W2120909070","https://openalex.org/W2131671009","https://openalex.org/W2134049139","https://openalex.org/W2137248440","https://openalex.org/W2146882979","https://openalex.org/W2147700876","https://openalex.org/W2152582606","https://openalex.org/W2154973070","https://openalex.org/W2169514162","https://openalex.org/W2952953987","https://openalex.org/W4211122169","https://openalex.org/W4253713129","https://openalex.org/W4285719527","https://openalex.org/W4292808503"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Medication":[0],"taking":[1,13,22,96,181],"is":[2,23],"a":[3,25,58,119,174],"self-regulatory":[4],"process":[5,197],"that":[6,65,83,178],"requires":[7],"individuals":[8,151],"to":[9,35,80,97,101,160,194],"self-monitor":[10],"their":[11,103,158,162,182],"medication":[12,21,48,88,95,170],"behaviors,":[14],"but":[15],"this":[16,110],"can":[17],"be":[18],"difficult":[19],"because":[20,150],"such":[24],"mundane,":[26],"unremarkable":[27],"behavior.":[28],"Ubiquitous":[29],"sensing":[30,54],"systems":[31,82,193],"have":[32],"the":[33,41,99,113,125,138,145,154,167,196],"potential":[34],"sense":[36,175],"everyday":[37,201],"behaviors":[38,129],"and":[39,61,172],"provide":[40,173],"objective":[42],"feedback":[43,70,93,146,155,192],"necessary":[44],"for":[45,191],"self-regulation":[46,199],"of":[47,57,115,127,135,169,176,198,200],"taking.":[49],"We":[50,108],"describe":[51],"an":[52,62],"unobtrusive":[53],"system":[55,111],"consisting":[56],"sensor-augmented":[59],"pillbox":[60],"ambient":[63],"display":[64,147,156],"provides":[66],"near":[67],"real-time":[68],"visual":[69],"about":[71],"how":[72],"well":[73,131],"medications":[74,183],"are":[75,180],"being":[76],"taken.":[77],"In":[78],"contrast":[79],"other":[81],"focus":[84],"on":[85,188],"reminding":[86],"before":[87],"taking,":[89,171],"our":[90],"approach":[91],"uses":[92],"after":[94,144],"allow":[98],"individual":[100],"develop":[102],"own":[104],"routines":[105,159],"through":[106],"self-regulation.":[107],"evaluated":[109],"in":[112,118],"homes":[114],"older":[116],"adults":[117],"10-month":[120],"deployment.":[121],"Feedback":[122],"helped":[123],"improve":[124],"consistency":[126],"medication-taking":[128],"as":[130,132],"increased":[133],"ratings":[134],"self-efficacy.":[136],"However,":[137],"improved":[139],"performance":[140],"did":[141],"not":[142],"persist":[143],"was":[148],"removed,":[149],"had":[152],"integrated":[153],"into":[157],"support":[161,195],"self-awareness,":[163],"identify":[164],"mistakes,":[165],"guide":[166],"timing":[168],"security":[177],"they":[179],"well.":[184],"Finally,":[185],"we":[186],"reflect":[187],"design":[189],"considerations":[190],"behaviors.":[202]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":11},{"year":2015,"cited_by_count":9},{"year":2014,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}