{"id":"https://openalex.org/W3108238261","doi":"https://doi.org/10.3233/shti200698","title":"Personalization Dimensions for MHealth to Improve Behavior Change: A Scoping Review","display_name":"Personalization Dimensions for MHealth to Improve Behavior Change: A Scoping Review","publication_year":2020,"publication_date":"2020-11-23","ids":{"openalex":"https://openalex.org/W3108238261","doi":"https://doi.org/10.3233/shti200698","mag":"3108238261","pmid":"https://pubmed.ncbi.nlm.nih.gov/33227744"},"language":"en","primary_location":{"id":"doi:10.3233/shti200698","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200698","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200698","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200698","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032630764","display_name":"La\u00ebtitia Gosetto","orcid":"https://orcid.org/0000-0002-9432-2160"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"La\u00ebtitia Gosetto","raw_affiliation_strings":["University of Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018379596","display_name":"Fr\u00e9d\u00e9ric Ehrler","orcid":"https://orcid.org/0000-0001-9734-3242"},"institutions":[{"id":"https://openalex.org/I4210106256","display_name":"University Hospital of Geneva","ror":"https://ror.org/01m1pv723","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210106256"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Ehrler","raw_affiliation_strings":["University Hospitals of Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Hospitals of Geneva, Switzerland","institution_ids":["https://openalex.org/I4210106256"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073534376","display_name":"Gilles Falquet","orcid":"https://orcid.org/0000-0002-1401-5110"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Gilles Falquet","raw_affiliation_strings":["University of Geneva, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5032630764"],"corresponding_institution_ids":["https://openalex.org/I114457229"],"apc_list":null,"apc_paid":null,"fwci":20.8335,"has_fulltext":true,"cited_by_count":25,"citation_normalized_percentile":{"value":0.99324705,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"275","issue":null,"first_page":"77","last_page":"81"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9987000226974487,"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":0.9987000226974487,"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":0.9890999794006348,"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/T11977","display_name":"Technology Use by Older Adults","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.8954240083694458},{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.8694967031478882},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6478108167648315},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.5620757937431335},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.48815685510635376},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.41552963852882385},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.3974217176437378},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.3898718059062958},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.37661170959472656},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3332056701183319},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.19104334712028503}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.8954240083694458},{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.8694967031478882},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6478108167648315},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.5620757937431335},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.48815685510635376},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41552963852882385},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.3974217176437378},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.3898718059062958},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37661170959472656},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3332056701183319},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.19104334712028503},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000068997","descriptor_name":"Smartphone","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005246","descriptor_name":"Feedback","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":"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":"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":"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":3,"locations":[{"id":"doi:10.3233/shti200698","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200698","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200698","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},{"id":"pmid:33227744","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33227744","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":"Studies in health technology and informatics","raw_type":null},{"id":"pmh:oai:unige.ch:unige:166798","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:166798","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISBN: 978-1-64368-145-0","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3233/shti200698","is_oa":true,"landing_page_url":"https://doi.org/10.3233/shti200698","pdf_url":"https://ebooks.iospress.nl/pdf/doi/10.3233/SHTI200698","source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","raw_type":"book-chapter"},"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3108238261.pdf","grobid_xml":"https://content.openalex.org/works/W3108238261.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W2007299013","https://openalex.org/W2034144472","https://openalex.org/W2049539380","https://openalex.org/W2051668876","https://openalex.org/W2054788835","https://openalex.org/W2109031474","https://openalex.org/W2127638919","https://openalex.org/W2131671009","https://openalex.org/W2159316671","https://openalex.org/W2162268796","https://openalex.org/W2162486273","https://openalex.org/W2169434152","https://openalex.org/W2437061623","https://openalex.org/W2530695086","https://openalex.org/W2610299095","https://openalex.org/W2899195520","https://openalex.org/W2900408507","https://openalex.org/W3022671937","https://openalex.org/W3104491429","https://openalex.org/W4241720604","https://openalex.org/W4245590498","https://openalex.org/W4247992432","https://openalex.org/W4252530858","https://openalex.org/W6646014332","https://openalex.org/W6728898871"],"related_works":["https://openalex.org/W3176210869","https://openalex.org/W3157260717","https://openalex.org/W1989929201","https://openalex.org/W2963498005","https://openalex.org/W2328171598","https://openalex.org/W4210372979","https://openalex.org/W3217504343","https://openalex.org/W4364360147","https://openalex.org/W4251124243","https://openalex.org/W2141531133"],"abstract_inverted_index":{"Due":[0],"to":[1,14,25,64,127,150],"the":[2,27,84,107,114,117,123,137,140,143,152,158],"large":[3],"number":[4],"of":[5,29,77,116,125,139],"smartphone":[6],"users,":[7,53],"mHealth":[8,30,49],"has":[9],"become":[10],"a":[11,34],"popular":[12],"support":[13],"foster":[15],"users'":[16],"health":[17],"behavior":[18,46],"change":[19,47],"Personalization":[20],"is":[21,110],"an":[22],"important":[23],"factor":[24],"increase":[26],"effectiveness":[28],"interventions.":[31],"Based":[32],"on":[33],"literature":[35],"review,":[36],"we":[37,154],"have":[38],"listed":[39],"and":[40,57,75],"categorized":[41],"personalization":[42],"concepts":[43],"associated":[44],"with":[45],"in":[48,90],"into":[50],"4":[51],"dimensions,":[52],"system":[54,81],"functionalities,":[55],"information,":[56],"app":[58,133],"properties.":[59],"The":[60,80,103],"users":[61],"dimension":[62,105],"refers":[63],"user-related":[65],"characteristics":[66],"such":[67,92,100,112,135],"as":[68,93,95,97,101,113,136],"personality,":[69],"player":[70],"profile,":[71],"need":[72],"for":[73],"cognition":[74],"perception":[76],"social":[78],"norms.":[79],"functionalities":[82,85,99],"contain":[83],"that":[86],"can":[87,155],"be":[88,120,128,148],"found":[89],"applications":[91],"reminders":[94],"well":[96],"gamification":[98],"collectibles.":[102],"information":[104,109],"concerns":[106],"way":[108],"transmitted,":[111],"source":[115],"message":[118],"must":[119],"expert":[121],"or":[122],"type":[124],"feedback":[126],"provided.":[129],"Finally,":[130],"there":[131],"are":[132],"properties":[134],"aesthetics":[138],"application.":[141],"For":[142],"next":[144],"part,":[145],"it":[146],"would":[147],"interesting":[149],"discover":[151],"links":[153],"make":[156],"between":[157],"dimensions.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-05-19T08:33:51.333923","created_date":"2025-10-10T00:00:00"}
