{"id":"https://openalex.org/W2042998937","doi":"https://doi.org/10.1145/2668883.2669586","title":"A Framework for Predicting Adherence in Remote Health Monitoring Systems","display_name":"A Framework for Predicting Adherence in Remote Health Monitoring Systems","publication_year":2014,"publication_date":"2014-10-29","ids":{"openalex":"https://openalex.org/W2042998937","doi":"https://doi.org/10.1145/2668883.2669586","mag":"2042998937"},"language":"en","primary_location":{"id":"doi:10.1145/2668883.2669586","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2668883.2669586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Wireless Health 2014 on National Institutes of Health","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/A5001385856","display_name":"Nabil Alshurafa","orcid":"https://orcid.org/0000-0001-6681-7564"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Nabil Alshurafa","raw_affiliation_strings":["Computer Science Dept., UCLA, Los Angeles","Computer Science Department, UCLA, Los Angeles"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Computer Science Department, UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057078580","display_name":"Jo\u2010Ann Eastwood","orcid":"https://orcid.org/0000-0002-3299-931X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"JoAnn Eastwood","raw_affiliation_strings":["School of Nursing, UCLA, Los Angeles","School of Nursing, UCLA, Los Angeles#TAB#"],"affiliations":[{"raw_affiliation_string":"School of Nursing, UCLA, Los Angeles","institution_ids":[]},{"raw_affiliation_string":"School of Nursing, UCLA, Los Angeles#TAB#","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002504765","display_name":"Mohammad Pourhomayoun","orcid":"https://orcid.org/0000-0002-0539-7487"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Pourhomayoun","raw_affiliation_strings":["UCLA Comp. Science Dept","UCLA Comp. Science Dept.#TAB#"],"affiliations":[{"raw_affiliation_string":"UCLA Comp. Science Dept","institution_ids":[]},{"raw_affiliation_string":"UCLA Comp. Science Dept.#TAB#","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002103276","display_name":"Jason J. Liu","orcid":"https://orcid.org/0000-0002-7379-5022"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jason J. Liu","raw_affiliation_strings":["Computer Science Dept., UCLA, Los Angeles","Computer Science Department, UCLA, Los Angeles"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Computer Science Department, UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028784589","display_name":"Suneil Nyamathi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Suneil Nyamathi","raw_affiliation_strings":["Computer Science Dept., UCLA, Los Angeles","Computer Science Department, UCLA, Los Angeles"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Computer Science Department, UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078132977","display_name":"Majid Sarrafzadeh","orcid":"https://orcid.org/0000-0001-8407-8689"},"institutions":[{"id":"https://openalex.org/I4210156583","display_name":"Laboratoire d'Informatique de Paris-Nord","ror":"https://ror.org/05g1zjw44","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I4210091279","https://openalex.org/I4210156583","https://openalex.org/I4210159245"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Majid Sarrafzadeh","raw_affiliation_strings":["Computer Science Dept., UCLA, Los Angeles","Computer Science Department, UCLA, Los Angeles"],"affiliations":[{"raw_affiliation_string":"Computer Science Dept., UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]},{"raw_affiliation_string":"Computer Science Department, UCLA, Los Angeles","institution_ids":["https://openalex.org/I4210156583"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001385856"],"corresponding_institution_ids":["https://openalex.org/I4210156583"],"apc_list":null,"apc_paid":null,"fwci":1.8697,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.87895763,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9932000041007996,"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":0.9921000003814697,"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/coaching","display_name":"Coaching","score":0.7979273200035095},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6723504066467285},{"id":"https://openalex.org/keywords/cardiovascular-health","display_name":"Cardiovascular health","score":0.532315194606781},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5217053294181824},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.4909990131855011},{"id":"https://openalex.org/keywords/health-coaching","display_name":"Health coaching","score":0.47050803899765015},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.373043954372406},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3564746677875519},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.34606441855430603},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3335568904876709},{"id":"https://openalex.org/keywords/alternative-medicine","display_name":"Alternative medicine","score":0.12707611918449402}],"concepts":[{"id":"https://openalex.org/C2779363792","wikidata":"https://www.wikidata.org/wiki/Q1104185","display_name":"Coaching","level":2,"score":0.7979273200035095},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6723504066467285},{"id":"https://openalex.org/C3018284874","wikidata":"https://www.wikidata.org/wiki/Q389735","display_name":"Cardiovascular health","level":3,"score":0.532315194606781},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5217053294181824},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.4909990131855011},{"id":"https://openalex.org/C2779902066","wikidata":"https://www.wikidata.org/wiki/Q5690906","display_name":"Health coaching","level":3,"score":0.47050803899765015},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.373043954372406},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3564746677875519},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.34606441855430603},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3335568904876709},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.12707611918449402},{"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/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","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/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2668883.2669586","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2668883.2669586","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Wireless Health 2014 on National Institutes of Health","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.47999998927116394}],"awards":[{"id":"https://openalex.org/G5037688019","display_name":null,"funder_award_id":"12CRP11910021","funder_id":"https://openalex.org/F4320306230","funder_display_name":"American Heart Association"}],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W153333514","https://openalex.org/W1495061682","https://openalex.org/W1559030006","https://openalex.org/W1976582439","https://openalex.org/W1985258161","https://openalex.org/W2015180557","https://openalex.org/W2056656155","https://openalex.org/W2069324432","https://openalex.org/W2079640164","https://openalex.org/W2092473517","https://openalex.org/W2094377001","https://openalex.org/W2101621119","https://openalex.org/W2110385447","https://openalex.org/W2112531371","https://openalex.org/W2130972341","https://openalex.org/W2152527332","https://openalex.org/W2167865572","https://openalex.org/W2313977675","https://openalex.org/W2414489967","https://openalex.org/W2571351475","https://openalex.org/W2624406162","https://openalex.org/W2911964244","https://openalex.org/W2912854634","https://openalex.org/W2998216295","https://openalex.org/W4285719527","https://openalex.org/W6758244838"],"related_works":["https://openalex.org/W4249854088","https://openalex.org/W2746413784","https://openalex.org/W1987021565","https://openalex.org/W2769610241","https://openalex.org/W2320287883","https://openalex.org/W2749052579","https://openalex.org/W3217166101","https://openalex.org/W1977267148","https://openalex.org/W1601264015","https://openalex.org/W2889141802"],"abstract_inverted_index":{"Remote":[0],"health":[1,236],"monitoring":[2],"(RHM)":[3],"systems":[4,18],"have":[5,19],"shown":[6,21],"potential":[7],"effectiveness":[8],"in":[9,71,170,251,257],"disease":[10,28],"management":[11],"and":[12,108,126,168,195,198,241],"prevention.":[13],"In":[14,61,134],"several":[15],"studies":[16],"RHM":[17,39,82,88,158,188,254],"been":[20],"to":[22,43,45,58,79,91,94,116,131,145,148,156,181,217,219],"reduce":[23,95],"risk":[24,98],"factors":[25,99,232,248],"for":[26,30,141],"cardiovascular":[27],"(CVD)":[29],"a":[31,62,86,139,161,258],"subset":[32],"of":[33,68,210,238,260],"the":[34,46,55,72,117,187,220,225,247],"study":[35,40,48,56,67,118,132,166,177,221,229],"participants.":[36],"However,":[37],"many":[38,121],"participants":[41,93,102,114,172,182,213],"fail":[42],"adhere":[44,218],"prescribed":[47,149],"protocol":[49,255],"or":[50],"end":[51],"up":[52],"dropping":[53],"from":[54,186,224],"prior":[57,130],"its":[59],"completion.":[60,133],"recent":[63],"Women's":[64,226],"Heart":[65,227],"Health":[66,228],"90":[69],"individuals":[70],"community,":[73],"we":[74,137],"developed":[75],"Wanda-CVD,":[76],"an":[77,208],"enhancement":[78],"our":[80],"previous":[81],"system.":[83],"Wanda-CVD":[84],"is":[85],"smartphone-based":[87],"system":[89],"designed":[90],"assist":[92],"identified":[96],"CVD":[97],"by":[100],"motivating":[101],"through":[103],"wireless":[104],"coaching":[105],"using":[106],"feedback":[107],"prompts":[109],"as":[110,234],"social":[111,243],"support.":[112],"Many":[113],"adhered":[115],"protocol,":[119],"however,":[120],"did":[122],"not":[123],"completely":[124],"adhere,":[125],"some":[127],"even":[128],"dropped":[129],"this":[135],"paper,":[136],"present":[138],"framework":[140],"analyzing":[142],"baseline":[143],"features":[144,204],"predict":[146,206],"adherence":[147,256],"medical":[150],"protocols":[151],"that":[152,205,231,249],"can":[153,164],"be":[154],"applied":[155],"other":[157],"systems.":[159],"Such":[160],"prediction":[162],"tool":[163],"aid":[165,250],"coordinators":[167],"clinicians":[169],"identifying":[171],"who":[173],"will":[174],"need":[175],"further":[176],"support,":[178],"leading":[179],"potentially":[180,190],"deriving":[183],"maximal":[184],"benefit":[185],"system,":[189],"saving":[191],"healthcare":[192],"costs,":[193],"clinician":[194],"participant":[196],"time":[197],"resources.":[199],"We":[200],"analyze":[201],"key":[202],"contextual":[203],"with":[207],"accuracy":[209],"85.2%":[211],"which":[212],"are":[214,245],"more":[215],"likely":[216],"protocol.":[222],"Results":[223],"demonstrate":[230],"such":[233],"perceived":[235,242],"threat":[237],"heart":[239],"disease,":[240],"support":[244],"among":[246],"predicting":[252],"patient":[253],"group":[259],"African":[261],"American":[262],"women":[263],"ages":[264],"25-45.":[265]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
