{"id":"https://openalex.org/W3081701602","doi":"https://doi.org/10.1109/embc44109.2020.9176414","title":"Data-Driven Insights on Behavioral Factors that Affect Diabetes Management","display_name":"Data-Driven Insights on Behavioral Factors that Affect Diabetes Management","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3081701602","doi":"https://doi.org/10.1109/embc44109.2020.9176414","mag":"3081701602","pmid":"https://pubmed.ncbi.nlm.nih.gov/33019237"},"language":"en","primary_location":{"id":"doi:10.1109/embc44109.2020.9176414","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176414","pdf_url":"https://ieeexplore.ieee.org/ielx7/9167168/9175149/09176414.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/9167168/9175149/09176414.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5052819221","display_name":"Samuel Morton","orcid":null},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Samuel Morton","raw_affiliation_strings":["Department of Computer Science, Dartmouth College, Hanover, NH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100448503","display_name":"Rui Li","orcid":"https://orcid.org/0000-0002-5631-2973"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rui Li","raw_affiliation_strings":["Department of Computer Science, Dartmouth College, Hanover, NH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056388810","display_name":"Sayanton V. Dibbo","orcid":"https://orcid.org/0000-0002-8461-6966"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sayanton Dibbo","raw_affiliation_strings":["Department of Computer Science, Dartmouth College, Hanover, NH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009504441","display_name":"Temiloluwa Prioleau","orcid":"https://orcid.org/0000-0001-6750-202X"},"institutions":[{"id":"https://openalex.org/I107672454","display_name":"Dartmouth College","ror":"https://ror.org/049s0rh22","country_code":"US","type":"education","lineage":["https://openalex.org/I107672454"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Temiloluwa Prioleau","raw_affiliation_strings":["Department of Computer Science, Dartmouth College, Hanover, NH, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dartmouth College, Hanover, NH, USA","institution_ids":["https://openalex.org/I107672454"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052819221"],"corresponding_institution_ids":["https://openalex.org/I107672454"],"apc_list":null,"apc_paid":null,"fwci":1.2705,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.81328017,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"2020","issue":null,"first_page":"5557","last_page":"5562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10560","display_name":"Diabetes Management and Research","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11171","display_name":"Diabetes and associated disorders","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9790999889373779,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/glycemic","display_name":"Glycemic","score":0.7241935729980469},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6936805248260498},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.6293421983718872},{"id":"https://openalex.org/keywords/diabetes-management","display_name":"Diabetes management","score":0.6194869875907898},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5951948165893555},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5876126885414124},{"id":"https://openalex.org/keywords/insulin-pump","display_name":"Insulin pump","score":0.5785572528839111},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5714008808135986},{"id":"https://openalex.org/keywords/type-2-diabetes","display_name":"Type 2 diabetes","score":0.4435681700706482},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.42988908290863037},{"id":"https://openalex.org/keywords/type-1-diabetes","display_name":"Type 1 diabetes","score":0.37436598539352417},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21165427565574646},{"id":"https://openalex.org/keywords/endocrinology","display_name":"Endocrinology","score":0.09667021036148071},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09039521217346191}],"concepts":[{"id":"https://openalex.org/C2780473172","wikidata":"https://www.wikidata.org/wiki/Q5572518","display_name":"Glycemic","level":3,"score":0.7241935729980469},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6936805248260498},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.6293421983718872},{"id":"https://openalex.org/C2776217022","wikidata":"https://www.wikidata.org/wiki/Q1100933","display_name":"Diabetes management","level":4,"score":0.6194869875907898},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5951948165893555},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5876126885414124},{"id":"https://openalex.org/C2779794567","wikidata":"https://www.wikidata.org/wiki/Q941674","display_name":"Insulin pump","level":4,"score":0.5785572528839111},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5714008808135986},{"id":"https://openalex.org/C2777180221","wikidata":"https://www.wikidata.org/wiki/Q3025883","display_name":"Type 2 diabetes","level":3,"score":0.4435681700706482},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.42988908290863037},{"id":"https://openalex.org/C2781232474","wikidata":"https://www.wikidata.org/wiki/Q124407","display_name":"Type 1 diabetes","level":3,"score":0.37436598539352417},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21165427565574646},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.09667021036148071},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09039521217346191},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001786","descriptor_name":"Blood Glucose","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D003922","descriptor_name":"Diabetes Mellitus, Type 1","qualifier_ui":"Q000188","qualifier_name":"drug therapy","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007328","descriptor_name":"Insulin","qualifier_ui":"Q000627","qualifier_name":"therapeutic use","is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007332","descriptor_name":"Insulin Infusion Systems","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015190","descriptor_name":"Blood Glucose Self-Monitoring","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/embc44109.2020.9176414","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176414","pdf_url":"https://ieeexplore.ieee.org/ielx7/9167168/9175149/09176414.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:33019237","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33019237","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11373456","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11373456","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":"Annu Int Conf IEEE Eng Med Biol Soc","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1109/embc44109.2020.9176414","is_oa":true,"landing_page_url":"https://doi.org/10.1109/embc44109.2020.9176414","pdf_url":"https://ieeexplore.ieee.org/ielx7/9167168/9175149/09176414.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/1","score":0.6399999856948853,"display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3081701602.pdf","grobid_xml":"https://content.openalex.org/works/W3081701602.grobid-xml"},"referenced_works_count":26,"referenced_works":["https://openalex.org/W1872244446","https://openalex.org/W1996525469","https://openalex.org/W2039517931","https://openalex.org/W2059158127","https://openalex.org/W2060043092","https://openalex.org/W2082966849","https://openalex.org/W2126946832","https://openalex.org/W2129634754","https://openalex.org/W2131439934","https://openalex.org/W2161200736","https://openalex.org/W2227454888","https://openalex.org/W2272030694","https://openalex.org/W2417840983","https://openalex.org/W2493839961","https://openalex.org/W2566952971","https://openalex.org/W2598802392","https://openalex.org/W2770616601","https://openalex.org/W2792457233","https://openalex.org/W2796139277","https://openalex.org/W2939377558","https://openalex.org/W2948261890","https://openalex.org/W2970749203","https://openalex.org/W2975391816","https://openalex.org/W3110775391","https://openalex.org/W4236110830","https://openalex.org/W6723542680"],"related_works":["https://openalex.org/W15094999","https://openalex.org/W2469275809","https://openalex.org/W3176907652","https://openalex.org/W2949001781","https://openalex.org/W2804410467","https://openalex.org/W2065380434","https://openalex.org/W3158404251","https://openalex.org/W2002337663","https://openalex.org/W2063661786","https://openalex.org/W2086124810"],"abstract_inverted_index":{"The":[0],"prevalence":[1],"of":[2,16,55,61,108,111,157,198],"personal":[3],"health":[4],"data":[5,66,117,178],"from":[6,118,175],"wearable":[7,33,176],"devices":[8,23,35,41],"enables":[9],"new":[10],"opportunities":[11],"to":[12,51,73,77,90,148],"understand":[13],"the":[14,53,92,155],"impact":[15],"behavioral":[17,96],"factors":[18,97],"on":[19,71,186],"health.":[20],"Unlike":[21],"consumer":[22],"that":[24,135],"are":[25,45,141],"often":[26],"auxiliary,":[27],"such":[28],"as":[29],"Fitbit":[30],"and":[31,42,63,98,114,130,138,151,179,189,204],"Garmin,":[32],"medical":[34],"like":[36],"continuous":[37],"glucose":[38],"monitoring":[39],"(CGM)":[40],"insulin":[43,64,115,139,152],"pumps":[44],"becoming":[46],"critical":[47],"in":[48,207],"diabetes":[49,79,208],"care":[50],"minimize":[52],"occurrence":[54,156],"adverse":[56],"glycemic":[57,145,164],"events.":[58],"Joint":[59],"analysis":[60],"CGM":[62,113],"pump":[65,116],"can":[67],"provide":[68],"unparalleled":[69],"insights":[70,195],"how":[72],"modify":[74],"treatment":[75],"regimen":[76],"improve":[78],"management":[80,101],"outcomes.":[81,165],"In":[82],"this":[83],"paper,":[84],"we":[85,133],"employ":[86],"a":[87,169,181],"data-driven":[88],"approach":[89],"study":[91],"relationship":[93],"between":[94],"key":[95],"proximal":[99],"diabetic":[100],"indicators.":[102],"Our":[103],"dataset":[104],"includes":[105],"an":[106],"average":[107],"161":[109],"days":[110],"time-matched":[112],"34":[119],"subjects":[120],"with":[121,143,162],"Type":[122],"1":[123],"Diabetes":[124],"(T1D).":[125],"By":[126],"employing":[127],"hypothesis":[128],"testing":[129],"association":[131],"mining,":[132],"observe":[134],"smaller":[136],"meals":[137,150],"doses":[140],"associated":[142,161],"better":[144],"outcomes":[146,206],"compared":[147],"larger":[149],"doses.":[153],"Meanwhile,":[154],"interrupted":[158],"sleep":[159,174,187],"is":[160],"poorer":[163],"This":[166,191],"paper":[167],"introduces":[168],"method":[170],"for":[171,183,196,201],"inferring":[172],"disrupted":[173],"diabetes-device":[177],"provides":[180,194],"baseline":[182],"future":[184],"research":[185],"quality":[188],"diabetes.":[190],"work":[192],"also":[193],"development":[197],"decision-support":[199],"tools":[200],"improving":[202],"short-":[203],"long-term":[205],"care.":[209]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}