{"id":"https://openalex.org/W4406232617","doi":"https://doi.org/10.1186/s12911-024-02833-4","title":"An approach to boost adherence to self-data reporting in mHealth applications for users without specific health conditions","display_name":"An approach to boost adherence to self-data reporting in mHealth applications for users without specific health conditions","publication_year":2025,"publication_date":"2025-01-10","ids":{"openalex":"https://openalex.org/W4406232617","doi":"https://doi.org/10.1186/s12911-024-02833-4","pmid":"https://pubmed.ncbi.nlm.nih.gov/39794737"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-024-02833-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02833-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02833-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02833-4","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008631497","display_name":"Maria In\u00eas Rem\u00edgio de Aguiar","orcid":"https://orcid.org/0000-0001-9485-7002"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]},{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO","ES"],"is_corresponding":false,"raw_author_name":"Maria Aguiar","raw_affiliation_strings":["Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain","Multimedia and Computer Vision Group, Universidad del Valle, Cali, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]},{"raw_affiliation_string":"Multimedia and Computer Vision Group, Universidad del Valle, Cali, Colombia","institution_ids":["https://openalex.org/I91732220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086402585","display_name":"Ander Cejudo","orcid":"https://orcid.org/0000-0001-7944-2706"},"institutions":[{"id":"https://openalex.org/I136040515","display_name":"Universidad de Deusto","ror":"https://ror.org/00ne6sr39","country_code":"ES","type":"education","lineage":["https://openalex.org/I136040515"]},{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Ander Cejudo","raw_affiliation_strings":["Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain. acejudo@vicomtech.org","Faculty of Engineering, University of Deusto, Bilbao, Spain. acejudo@vicomtech.org","Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain. acejudo@vicomtech.org","institution_ids":["https://openalex.org/I4210092551"]},{"raw_affiliation_string":"Faculty of Engineering, University of Deusto, Bilbao, Spain. acejudo@vicomtech.org","institution_ids":["https://openalex.org/I136040515"]},{"raw_affiliation_string":"Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034994292","display_name":"Gorka Epelde","orcid":"https://orcid.org/0000-0002-5179-415X"},"institutions":[{"id":"https://openalex.org/I2800374234","display_name":"Basque Government","ror":"https://ror.org/00pz2fp31","country_code":"ES","type":"government","lineage":["https://openalex.org/I2800374234"]},{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]},{"id":"https://openalex.org/I4210100188","display_name":"Biogipuzkoa Health Research Institute","ror":"https://ror.org/01a2wsa50","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210100188"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Gorka Epelde","raw_affiliation_strings":["Biogipuzkoa Health Research Institute, eHealth Group, Donostia-San Sebasti\u00e1n, Spain","Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biogipuzkoa Health Research Institute, eHealth Group, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210100188","https://openalex.org/I2800374234"]},{"raw_affiliation_string":"Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055801618","display_name":"Deisy Chaves","orcid":"https://orcid.org/0000-0002-7745-8111"},"institutions":[{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Deisy Chaves","raw_affiliation_strings":["Multimedia and Computer Vision Group, Universidad del Valle, Cali, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia and Computer Vision Group, Universidad del Valle, Cali, Colombia","institution_ids":["https://openalex.org/I91732220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087017849","display_name":"Mar\u00eda Trujillo","orcid":"https://orcid.org/0000-0002-0169-1339"},"institutions":[{"id":"https://openalex.org/I91732220","display_name":"Universidad del Valle","ror":"https://ror.org/00jb9vg53","country_code":"CO","type":"education","lineage":["https://openalex.org/I91732220"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Maria Trujillo","raw_affiliation_strings":["Multimedia and Computer Vision Group, Universidad del Valle, Cali, Colombia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia and Computer Vision Group, Universidad del Valle, Cali, Colombia","institution_ids":["https://openalex.org/I91732220"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033265769","display_name":"Garazi Artola","orcid":"https://orcid.org/0000-0002-8194-2467"},"institutions":[{"id":"https://openalex.org/I4210092551","display_name":"Vicomtech","ror":"https://ror.org/0023sah13","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210092551"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Garazi Artola","raw_affiliation_strings":["Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Digital Health and Biomedical Technologies, Vicomtech Foundation, Basque Research and Technology Alliance, Donostia-San Sebasti\u00e1n, Spain","institution_ids":["https://openalex.org/I4210092551"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067357808","display_name":"Unai Ayala","orcid":"https://orcid.org/0000-0003-1079-752X"},"institutions":[{"id":"https://openalex.org/I162361429","display_name":"Mondragon Unibertsitatea","ror":"https://ror.org/00wvqgd19","country_code":"ES","type":"education","lineage":["https://openalex.org/I162361429"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Unai Ayala","raw_affiliation_strings":["Biomedical Engineering Department, Faculty of Engineering (MU-ENG), Mondragon Unibertsitatea, Mondrag\u00f3n, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Department, Faculty of Engineering (MU-ENG), Mondragon Unibertsitatea, Mondrag\u00f3n, Spain","institution_ids":["https://openalex.org/I162361429"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044610098","display_name":"Roberto Bilbao","orcid":"https://orcid.org/0000-0002-1199-0420"},"institutions":[{"id":"https://openalex.org/I110594554","display_name":"Ikerbasque","ror":"https://ror.org/01cc3fy72","country_code":"ES","type":"other","lineage":["https://openalex.org/I110594554"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Roberto Bilbao","raw_affiliation_strings":["Basque Foundation for Research and Innovation, Bilbao, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Basque Foundation for Research and Innovation, Bilbao, Spain","institution_ids":["https://openalex.org/I110594554"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025378315","display_name":"Itziar Tueros","orcid":"https://orcid.org/0000-0002-7609-5435"},"institutions":[{"id":"https://openalex.org/I4210094421","display_name":"AZTI","ror":"https://ror.org/00jgbqj86","country_code":"ES","type":"nonprofit","lineage":["https://openalex.org/I4210094421"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Itziar Tueros","raw_affiliation_strings":["AZTI, Food Research, Basque Research and Technology Alliance, Derio, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"AZTI, Food Research, Basque Research and Technology Alliance, Derio, Spain","institution_ids":["https://openalex.org/I4210094421"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5086402585"],"corresponding_institution_ids":["https://openalex.org/I136040515","https://openalex.org/I4210092551"],"apc_list":{"value":1570,"currency":"GBP","value_usd":1925},"apc_paid":{"value":1570,"currency":"GBP","value_usd":1925},"fwci":3.5699,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.90175014,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"25","issue":"1","first_page":"16","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.5828999876976013,"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":0.5828999876976013,"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/T10731","display_name":"Educational Games and Gamification","score":0.20569999516010284,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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":0.007699999958276749,"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":0.9147288203239441},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.858721137046814},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.6301256418228149},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5452653765678406},{"id":"https://openalex.org/keywords/system-usability-scale","display_name":"System usability scale","score":0.540468692779541},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5253871083259583},{"id":"https://openalex.org/keywords/behavior-change","display_name":"Behavior change","score":0.475935697555542},{"id":"https://openalex.org/keywords/telemedicine","display_name":"Telemedicine","score":0.4636380076408386},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4447157382965088},{"id":"https://openalex.org/keywords/self-management","display_name":"Self-management","score":0.4430612325668335},{"id":"https://openalex.org/keywords/digital-health","display_name":"Digital health","score":0.425325483083725},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.345935583114624},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3410501480102539},{"id":"https://openalex.org/keywords/public-health","display_name":"Public health","score":0.3407336473464966},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3352653980255127},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32742273807525635},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.27788883447647095},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.15126773715019226},{"id":"https://openalex.org/keywords/web-usability","display_name":"Web usability","score":0.15017077326774597},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09680044651031494},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.09496906399726868}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.9147288203239441},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.858721137046814},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.6301256418228149},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5452653765678406},{"id":"https://openalex.org/C139225968","wikidata":"https://www.wikidata.org/wiki/Q17146354","display_name":"System usability scale","level":4,"score":0.540468692779541},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5253871083259583},{"id":"https://openalex.org/C14262774","wikidata":"https://www.wikidata.org/wiki/Q4880695","display_name":"Behavior change","level":2,"score":0.475935697555542},{"id":"https://openalex.org/C2779891985","wikidata":"https://www.wikidata.org/wiki/Q46994","display_name":"Telemedicine","level":3,"score":0.4636380076408386},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4447157382965088},{"id":"https://openalex.org/C2776933761","wikidata":"https://www.wikidata.org/wiki/Q4117674","display_name":"Self-management","level":2,"score":0.4430612325668335},{"id":"https://openalex.org/C2780433410","wikidata":"https://www.wikidata.org/wiki/Q5276090","display_name":"Digital health","level":3,"score":0.425325483083725},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.345935583114624},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3410501480102539},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.3407336473464966},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3352653980255127},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32742273807525635},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.27788883447647095},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.15126773715019226},{"id":"https://openalex.org/C4237393","wikidata":"https://www.wikidata.org/wiki/Q1636686","display_name":"Web usability","level":3,"score":0.15017077326774597},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09680044651031494},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.09496906399726868},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","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":"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":"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":"D010349","descriptor_name":"Patient Compliance","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":false},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D010349","descriptor_name":"Patient Compliance","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015438","descriptor_name":"Health Behavior","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":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057566","descriptor_name":"Self Report","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D057566","descriptor_name":"Self Report","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":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true},{"descriptor_ui":"D063731","descriptor_name":"Mobile Applications","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":true}],"locations_count":7,"locations":[{"id":"doi:10.1186/s12911-024-02833-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02833-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02833-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:39794737","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39794737","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":"BMC medical informatics and decision making","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11721516","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11721516","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11721516/pdf/12911_2024_Article_2833.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-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:azti:24689/2599","is_oa":true,"landing_page_url":"http://dspace.azti.es/handle/24689/2599","pdf_url":null,"source":{"id":"https://openalex.org/S7407055317","display_name":"AZTI Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"},{"id":"pmh:oai:azti:24689/2645","is_oa":true,"landing_page_url":"http://dspace.azti.es/handle/24689/2645","pdf_url":null,"source":{"id":"https://openalex.org/S7407055317","display_name":"AZTI Institutional Repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:doaj.org/article:c228efa7c0904b998ac65d420eaaa7f2","is_oa":true,"landing_page_url":"https://doaj.org/article/c228efa7c0904b998ac65d420eaaa7f2","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making, Vol 25, Iss 1, Pp 1-17 (2025)","raw_type":"article"},{"id":"pmh:oai:ebiltegia.mondragon.edu:20.500.11984/14195","is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.11984/14195","pdf_url":null,"source":{"id":"https://openalex.org/S4377196532","display_name":"eRepository Mondragon University (Mondragon University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162361429","host_organization_name":"Mondragon Unibertsitatea","host_organization_lineage":["https://openalex.org/I162361429"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Informatics and Decision Making Vol. 25. N. art. 16, 2025","raw_type":null}],"best_oa_location":{"id":"doi:10.1186/s12911-024-02833-4","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-024-02833-4","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/counter/pdf/10.1186/s12911-024-02833-4","source":{"id":"https://openalex.org/S107516304","display_name":"BMC Medical Informatics and Decision Making","issn_l":"1472-6947","issn":["1472-6947"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1022027942","display_name":null,"funder_award_id":"KK-2019/00032","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"},{"id":"https://openalex.org/G3777950849","display_name":null,"funder_award_id":"KK-2021","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"},{"id":"https://openalex.org/G6151719359","display_name":null,"funder_award_id":"KK-2021/00005","funder_id":"https://openalex.org/F4320321705","funder_display_name":"Eusko Jaurlaritza"}],"funders":[{"id":"https://openalex.org/F4320321705","display_name":"Eusko Jaurlaritza","ror":"https://ror.org/00pz2fp31"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406232617.pdf","grobid_xml":"https://content.openalex.org/works/W4406232617.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1512623463","https://openalex.org/W1575508663","https://openalex.org/W1868973955","https://openalex.org/W2022489925","https://openalex.org/W2057181385","https://openalex.org/W2106641403","https://openalex.org/W2164868643","https://openalex.org/W2169090109","https://openalex.org/W2183659962","https://openalex.org/W2346531938","https://openalex.org/W2529370558","https://openalex.org/W2795173592","https://openalex.org/W2799305467","https://openalex.org/W2916065086","https://openalex.org/W2928493557","https://openalex.org/W2938607068","https://openalex.org/W2972375484","https://openalex.org/W2983468182","https://openalex.org/W3007133930","https://openalex.org/W3023945813","https://openalex.org/W3033379195","https://openalex.org/W3082390652","https://openalex.org/W3086199683","https://openalex.org/W3107161718","https://openalex.org/W3113769910","https://openalex.org/W3119385128","https://openalex.org/W3153229544","https://openalex.org/W4200263046","https://openalex.org/W4200299272","https://openalex.org/W4210616330","https://openalex.org/W4214872470","https://openalex.org/W4226336612","https://openalex.org/W4295078747","https://openalex.org/W4300071093","https://openalex.org/W4306796494","https://openalex.org/W4391103992","https://openalex.org/W6986493374"],"related_works":["https://openalex.org/W4306180129","https://openalex.org/W4399664070","https://openalex.org/W2756902271","https://openalex.org/W2985588990","https://openalex.org/W2980005435","https://openalex.org/W4392839044","https://openalex.org/W4404078185","https://openalex.org/W4403319723","https://openalex.org/W2941182042","https://openalex.org/W2912700735"],"abstract_inverted_index":{"BACKGROUND:":[0],"The":[1,27,60,251],"popularization":[2],"of":[3,29,37,50,57,104,114,125,133,142,148,151,160,177,227,234,257,274,279,291,305,319,351,355,379,384,391],"mobile":[4],"health":[5,10],"(mHealth)":[6],"apps":[7],"for":[8,54,232,263,294,299,388],"public":[9],"or":[11],"medical":[12],"care":[13],"purposes":[14],"has":[15,219,401],"transformed":[16],"human":[17],"life":[18],"substantially,":[19],"improving":[20],"lifestyle":[21,58,392,407],"behaviors":[22],"and":[23,72,74,99,144,179,191,198,237,286,312,366],"chronic":[24],"condition":[25],"management.":[26],"objective":[28],"this":[30,83,110],"study":[31,97,187,347,400],"is":[32,120,188,243,246,281,307,314,341],"to":[33,86,331],"evaluate":[34],"the":[35,46,55,64,88,91,105,112,123,152,156,165,180,194,205,213,225,235,238,255,258,264,271,275,289,292,295,300,317,320,349,352,361,371,377,380,389,399],"effect":[36,378],"gamification":[38,106,170,217,268,353],"features":[39,218],"in":[40,90,140,359,398],"a":[41,80,95,101,130,137,174,185,221,332,395],"mHealth":[42,182,296],"app":[43,183,214,252,265],"that":[44,212,324],"includes":[45],"most":[47,157,233,381],"common":[48,158,382],"categories":[49,159,383],"behavior":[51,116,161,356,385],"change":[52,117,162,357,386],"techniques":[53,118,163,358,387],"self-report":[56,390],"data.":[59,393],"data":[61],"reported":[62,282],"by":[63,260],"user":[65,127,192,199,363],"can":[66],"be":[67],"manual":[68],"(i.e.,":[69],"diet,":[70],"activity,":[71],"weight)":[73],"automatic":[75],"(Fitbit":[76],"wearable":[77,301,327,412],"devices).":[78],"As":[79],"secondary":[81],"objective,":[82],"work":[84],"aims":[85],"explore":[87],"differences":[89],"adherence":[92,143,278,304],"when":[93,405,410],"considering":[94],"longer":[96,186],"duration":[98,397],"make":[100],"comparative":[102,138],"analysis":[103,124,139],"effect.":[107],"METHODS:":[108],"In":[109,204,270,369],"study,":[111,208,276],"effectiveness":[113,350],"various":[115],"strategies":[119],"evaluated":[121],"through":[122],"two":[126,149],"groups.":[128],"With":[129],"first":[131,206],"group":[132,176],"users,":[134],"we":[135],"perform":[136],"terms":[141],"system":[145,195,239,334],"usability":[146,196,240,335],"scale":[147,197,241,336],"versions":[150],"app,":[153],"both":[154],"including":[155,411],"but":[164],"second":[166,175,272],"version":[167,215,266],"having":[168],"added":[169],"features.":[171],"Then,":[172],"with":[173,216,267],"participants":[178],"best":[181],"version,":[184],"carried":[189],"out":[190],"adherence,":[193,223,364],"feedback":[200],"are":[201],"analyzed.":[202],"RESULTS:":[203],"stage":[207,273],"results":[209,372,375],"have":[210,329],"shown":[211,402],"achieved":[220,308],"higher":[222,231,396],"as":[224,248,343,415],"percentage":[226],"days":[228],"active":[229],"was":[230],"users":[236,259],"score":[242],"80.67,":[244],"which":[245,340],"categorized":[247],"rank":[249],"A.":[250],"also":[253],"exceeded":[254],"expectations":[256],"about":[261],"70%":[262],"functionalities.":[269],"an":[277,303],"76.25%":[280],"after":[283,309],"8":[284,310],"weeks":[285,311],"58%":[287],"at":[288,316],"end":[290,318],"pilot":[293],"app.":[297],"Similarly,":[298],"device,":[302],"74.32%":[306],"81.08%":[313],"obtained":[315],"pilot.":[321],"We":[322],"hypothesize":[323],"these":[325],"specific":[326],"devices":[328,413],"contributed":[330],"decreased":[333],"score,":[337],"reaching":[338],"62.89":[339],"ranked":[342],"C.":[344],"CONCLUSION:":[345],"This":[346],"evidences":[348],"category":[354],"increasing":[360],"overall":[362],"expectations,":[365],"perceived":[367],"usability.":[368],"addition,":[370],"provide":[373],"quantitative":[374],"on":[376],"Therefore,":[394],"several":[403],"limitations":[404],"capturing":[406],"data,":[408],"especially":[409],"such":[414],"Fitbit.":[416]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
