{"id":"https://openalex.org/W4401834885","doi":"https://doi.org/10.1093/jamia/ocae221","title":"Increasing adherence and collecting symptom-specific biometric signals in remote monitoring of heart failure patients: a randomized controlled trial","display_name":"Increasing adherence and collecting symptom-specific biometric signals in remote monitoring of heart failure patients: a randomized controlled trial","publication_year":2024,"publication_date":"2024-08-22","ids":{"openalex":"https://openalex.org/W4401834885","doi":"https://doi.org/10.1093/jamia/ocae221","pmid":"https://pubmed.ncbi.nlm.nih.gov/39172649"},"language":"en","primary_location":{"id":"doi:10.1093/jamia/ocae221","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocae221","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocae221/58890647/ocae221.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocae221/58890647/ocae221.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5058980234","display_name":"Sukanya Mohapatra","orcid":"https://orcid.org/0000-0001-6385-5821"},"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":"Sukanya Mohapatra","raw_affiliation_strings":["Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Molecular, Cell, and Developmental Biology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062606832","display_name":"Mirna Issa","orcid":null},"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":"Mirna Issa","raw_affiliation_strings":["Department of Ecology and Evolutionary Biology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Ecology and Evolutionary Biology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Ecology and Evolutionary Biology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016741639","display_name":"Vedrana Ivezi\u0107","orcid":"https://orcid.org/0000-0001-5986-8929"},"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":"Vedrana Ivezic","raw_affiliation_strings":["Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054181902","display_name":"Rose Doherty","orcid":null},"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":"Rose Doherty","raw_affiliation_strings":["Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022884684","display_name":"Stephanie Marks","orcid":null},"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":"Stephanie Marks","raw_affiliation_strings":["Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061054773","display_name":"Esther H. Lan","orcid":"https://orcid.org/0000-0002-1626-249X"},"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":"Esther Lan","raw_affiliation_strings":["Department of Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009137213","display_name":"Shawn Chen","orcid":"https://orcid.org/0000-0002-6678-3293"},"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":"Shawn Chen","raw_affiliation_strings":["Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008586373","display_name":"Keith Rozett","orcid":null},"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":"Keith Rozett","raw_affiliation_strings":["Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046433783","display_name":"Lauren Cullen","orcid":"https://orcid.org/0009-0005-4898-2634"},"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":"Lauren Cullen","raw_affiliation_strings":["Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040424031","display_name":"Wren Reynolds","orcid":null},"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":"Wren Reynolds","raw_affiliation_strings":["Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012595800","display_name":"Rose Rocchio","orcid":null},"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":"Rose Rocchio","raw_affiliation_strings":["Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Office of Advanced Research Computing, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070928171","display_name":"Gregg C. Fonarow","orcid":"https://orcid.org/0000-0002-3192-8093"},"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":"Gregg C Fonarow","raw_affiliation_strings":["Department of Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032533520","display_name":"Michael Ong","orcid":"https://orcid.org/0000-0001-8530-7754"},"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":"Michael K Ong","raw_affiliation_strings":["Department of Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029456122","display_name":"William Speier","orcid":"https://orcid.org/0000-0002-0890-8684"},"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":"William F Speier","raw_affiliation_strings":["Department of Bioengineering, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":"https://orcid.org/0000-0002-0890-8684","affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001751044","display_name":"Corey Arnold","orcid":"https://orcid.org/0000-0002-4119-8143"},"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":true,"raw_author_name":"Corey W Arnold","raw_affiliation_strings":["Department of Bioengineering, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Pathology & Laboratory Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90024, United States","Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","Department of Pathology & Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Bioengineering, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Pathology & Laboratory Medicine, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles , Los Angeles, CA 90024,","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Bioengineering, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Pathology & Laboratory Medicine, University of California, Los Angeles, Los Angeles, CA 90024, United States","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5001751044"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":{"value":3967,"currency":"USD","value_usd":3967},"apc_paid":{"value":3967,"currency":"USD","value_usd":3967},"fwci":3.332,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.92297938,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"32","issue":"1","first_page":"181","last_page":"192"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.8087999820709229,"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":0.8087999820709229,"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":0.0786999985575676,"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":0.023499999195337296,"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/mhealth","display_name":"mHealth","score":0.8701226115226746},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6622734069824219},{"id":"https://openalex.org/keywords/heart-failure","display_name":"Heart failure","score":0.6577391624450684},{"id":"https://openalex.org/keywords/randomized-controlled-trial","display_name":"Randomized controlled trial","score":0.6380491256713867},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.5680720806121826},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5665743350982666},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4561014771461487},{"id":"https://openalex.org/keywords/incentive","display_name":"Incentive","score":0.43911564350128174},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.4246731698513031},{"id":"https://openalex.org/keywords/medical-emergency","display_name":"Medical emergency","score":0.36596059799194336},{"id":"https://openalex.org/keywords/intensive-care-medicine","display_name":"Intensive care medicine","score":0.35595065355300903},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.3437897562980652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2234131395816803},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.21306949853897095},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.20561769604682922},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.16510623693466187},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.10822471976280212},{"id":"https://openalex.org/keywords/environmental-health","display_name":"Environmental health","score":0.10421955585479736}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.8701226115226746},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6622734069824219},{"id":"https://openalex.org/C2778198053","wikidata":"https://www.wikidata.org/wiki/Q181754","display_name":"Heart failure","level":2,"score":0.6577391624450684},{"id":"https://openalex.org/C168563851","wikidata":"https://www.wikidata.org/wiki/Q1436668","display_name":"Randomized controlled trial","level":2,"score":0.6380491256713867},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5680720806121826},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5665743350982666},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4561014771461487},{"id":"https://openalex.org/C29122968","wikidata":"https://www.wikidata.org/wiki/Q1414816","display_name":"Incentive","level":2,"score":0.43911564350128174},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.4246731698513031},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.36596059799194336},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.35595065355300903},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.3437897562980652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2234131395816803},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.21306949853897095},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.20561769604682922},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.16510623693466187},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.10822471976280212},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.10421955585479736},{"id":"https://openalex.org/C175444787","wikidata":"https://www.wikidata.org/wiki/Q39072","display_name":"Microeconomics","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}],"mesh":[{"descriptor_ui":"D000072936","descriptor_name":"Fitness Trackers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072936","descriptor_name":"Fitness Trackers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072936","descriptor_name":"Fitness Trackers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072936","descriptor_name":"Fitness Trackers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072936","descriptor_name":"Fitness Trackers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000072936","descriptor_name":"Fitness Trackers","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006333","descriptor_name":"Heart Failure","qualifier_ui":"Q000628","qualifier_name":"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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009042","descriptor_name":"Motivation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011446","descriptor_name":"Prospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.1093/jamia/ocae221","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocae221","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocae221/58890647/ocae221.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},{"id":"pmid:39172649","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39172649","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":"Journal of the American Medical Informatics Association : JAMIA","raw_type":null},{"id":"pmh:oai:escholarship.org:ark:/13030/qt6km0q4n7","is_oa":true,"landing_page_url":"https://escholarship.org/uc/item/6km0q4n7","pdf_url":"https://escholarship.org/content/qt6km0q4n7/qt6km0q4n7.pdf","source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"A Scholarly Journal of Informatics in Health and Biomedicine, vol 32, iss 1","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11648719","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11648719","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11648719/pdf/ocae221.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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Am Med Inform Assoc","raw_type":"Text"},{"id":"pmh:ark:/13030/qt6km0q4n7","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.1093/jamia/ocae221","is_oa":true,"landing_page_url":"https://doi.org/10.1093/jamia/ocae221","pdf_url":"https://academic.oup.com/jamia/advance-article-pdf/doi/10.1093/jamia/ocae221/58890647/ocae221.pdf","source":{"id":"https://openalex.org/S129839026","display_name":"Journal of the American Medical Informatics Association","issn_l":"1067-5027","issn":["1067-5027","1527-974X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the American Medical Informatics Association","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8192869175","display_name":null,"funder_award_id":"R01 HL141773","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"}],"funders":[{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4401834885.pdf","grobid_xml":"https://content.openalex.org/works/W4401834885.grobid-xml"},"referenced_works_count":38,"referenced_works":["https://openalex.org/W1528664915","https://openalex.org/W1993959534","https://openalex.org/W2006626086","https://openalex.org/W2013565458","https://openalex.org/W2016468586","https://openalex.org/W2036311310","https://openalex.org/W2071368987","https://openalex.org/W2081754796","https://openalex.org/W2110965436","https://openalex.org/W2121718372","https://openalex.org/W2126617656","https://openalex.org/W2138871559","https://openalex.org/W2142505388","https://openalex.org/W2144990028","https://openalex.org/W2163736110","https://openalex.org/W2273316012","https://openalex.org/W2280256245","https://openalex.org/W2397911846","https://openalex.org/W2427094903","https://openalex.org/W2752226082","https://openalex.org/W2802126073","https://openalex.org/W2889343999","https://openalex.org/W2913446730","https://openalex.org/W2913705661","https://openalex.org/W2914647662","https://openalex.org/W2980126027","https://openalex.org/W3003299879","https://openalex.org/W3041836277","https://openalex.org/W3137261348","https://openalex.org/W4206655251","https://openalex.org/W4213013940","https://openalex.org/W4322766497","https://openalex.org/W4387051158","https://openalex.org/W6631695249","https://openalex.org/W6651760070","https://openalex.org/W6663402733","https://openalex.org/W6754219772","https://openalex.org/W7073715232"],"related_works":["https://openalex.org/W1580898361","https://openalex.org/W2302677685","https://openalex.org/W4280587861","https://openalex.org/W4200332661","https://openalex.org/W3021957403","https://openalex.org/W2038459974","https://openalex.org/W2025207717","https://openalex.org/W4214937769","https://openalex.org/W2798048486","https://openalex.org/W2093767521"],"abstract_inverted_index":{"OBJECTIVES:":[0],"Mobile":[1],"health":[2,7],"(mHealth)":[3],"regimens":[4],"can":[5,206,228],"improve":[6],"through":[8],"the":[9,110,114,136,141,144,172,176,219],"continuous":[10],"monitoring":[11,22,50,80,89,169,177,231],"of":[12,54,221,232],"biometric":[13],"parameters":[14],"paired":[15],"with":[16,40,64,73,82,90,107,202],"appropriate":[17],"interventions.":[18,223],"However,":[19],"adherence":[20,47,124,151,212],"to":[21,24,33,48,125,148,152,171,239],"tends":[23],"decay":[25],"over":[26,213],"time.":[27],"Our":[28,196],"randomized":[29],"controlled":[30],"trial":[31],"sought":[32],"determine:":[34],"(1)":[35],"if":[36,60],"a":[37,52,77,91,118,183],"mobile":[38,105,115,126,200],"app":[39,106,116],"gamification":[41],"and":[42,58,95,109,117,161,189,215],"financial":[43,119,145],"incentives":[44],"significantly":[45,149],"increases":[46],"mHealth":[49],"in":[51],"population":[53],"heart":[55,74,132],"failure":[56,75,133],"patients;":[57],"(2)":[59],"activity":[61,97,153,225],"data":[62,227],"correlate":[63],"disease-specific":[65],"symptoms.":[66],"MATERIALS":[67],"AND":[68,194],"METHODS:":[69],"We":[70,129,138],"recruited":[71,130],"individuals":[72],"into":[76,135],"prospective":[78],"180-day":[79],"study":[81],"3":[83,86],"arms.":[84],"All":[85],"arms":[87],"included":[88,102,113,175],"connected":[92],"weight":[93,162],"scale":[94],"an":[96,103],"tracker.":[98],"The":[99],"second":[100],"arm":[101,112,142,173],"additional":[104],"gamification,":[108],"third":[111],"incentive":[120,146],"awarded":[121],"based":[122],"on":[123],"monitoring.":[127],"RESULTS:":[128],"111":[131],"patients":[134],"study.":[137],"found":[139,182],"that":[140,174,199,235],"including":[143],"led":[147],"higher":[150],"tracker":[154,226],"(95%":[155],"vs":[156,164],"72.2%,":[157],"P":[158,166],"=":[159,167],".01)":[160],"(87.5%":[163],"69.4%,":[165],".002)":[168],"compared":[170],"devices":[178],"alone.":[179],"Furthermore,":[180],"we":[181],"significant":[184],"correlation":[185],"between":[186],"daily":[187,190],"steps":[188],"symptom":[191],"severity.":[192],"DISCUSSION":[193],"CONCLUSION:":[195],"findings":[197],"indicate":[198],"apps":[201],"added":[203],"engagement":[204],"features":[205],"be":[207,237],"useful":[208],"tools":[209],"for":[210],"improving":[211],"time":[214],"may":[216,236],"thus":[217],"increase":[218],"impact":[220],"mHealth-driven":[222],"Additionally,":[224],"provide":[229],"passive":[230],"disease":[233],"burden":[234],"used":[238],"predict":[240],"future":[241],"events.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}