{"id":"https://openalex.org/W3206312538","doi":"https://doi.org/10.1186/s12911-021-01640-5","title":"The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey","display_name":"The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey","publication_year":2021,"publication_date":"2021-10-13","ids":{"openalex":"https://openalex.org/W3206312538","doi":"https://doi.org/10.1186/s12911-021-01640-5","mag":"3206312538","pmid":"https://pubmed.ncbi.nlm.nih.gov/34645428"},"language":"en","primary_location":{"id":"doi:10.1186/s12911-021-01640-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01640-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01640-5","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","license_id":"https://openalex.org/licenses/cc-by","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/track/pdf/10.1186/s12911-021-01640-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5020118593","display_name":"Jacob A Andrews","orcid":"https://orcid.org/0000-0001-8408-5782"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I4210101111","display_name":"Institute of Mental Health","ror":"https://ror.org/015dvxx67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210101111"]},{"id":"https://openalex.org/I4210124532","display_name":"NIHR MindTech MedTech Co-operative","ror":"https://ror.org/02erzes48","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210124532"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"J. A. Andrews","raw_affiliation_strings":["Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK. Jacob.andrews@nottingham.ac.uk","NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK. Jacob.andrews@nottingham.ac.uk","NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK. Jacob.andrews@nottingham.ac.uk","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK. Jacob.andrews@nottingham.ac.uk","institution_ids":["https://openalex.org/I4210124532"]},{"raw_affiliation_string":"NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210101111","https://openalex.org/I4210124532"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069611196","display_name":"Michael P. Craven","orcid":"https://orcid.org/0000-0001-5682-6360"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I4210101111","display_name":"Institute of Mental Health","ror":"https://ror.org/015dvxx67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210101111"]},{"id":"https://openalex.org/I4210124532","display_name":"NIHR MindTech MedTech Co-operative","ror":"https://ror.org/02erzes48","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210124532"]},{"id":"https://openalex.org/I4210146512","display_name":"Nottingham Biomedical Research Centre","ror":"https://ror.org/046cr9566","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1334287468","https://openalex.org/I4210146512"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"M. P. Craven","raw_affiliation_strings":["Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, UK","NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210101111","https://openalex.org/I4210124532"]},{"raw_affiliation_string":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210146512"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027571013","display_name":"Alexandra Lang","orcid":"https://orcid.org/0000-0002-7332-9443"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"A. R. Lang","raw_affiliation_strings":["Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Human Factors Research Group, Faculty of Engineering, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042617312","display_name":"Boliang Guo","orcid":"https://orcid.org/0000-0002-1844-705X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"B. Guo","raw_affiliation_strings":["ARC-EM, School of Medicine, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ARC-EM, School of Medicine, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066706117","display_name":"Richard Morriss","orcid":"https://orcid.org/0000-0003-2910-4121"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I4210101111","display_name":"Institute of Mental Health","ror":"https://ror.org/015dvxx67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210101111"]},{"id":"https://openalex.org/I4210124532","display_name":"NIHR MindTech MedTech Co-operative","ror":"https://ror.org/02erzes48","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210124532"]},{"id":"https://openalex.org/I4210146512","display_name":"Nottingham Biomedical Research Centre","ror":"https://ror.org/046cr9566","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1334287468","https://openalex.org/I4210146512"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"R. Morriss","raw_affiliation_strings":["ARC-EM, School of Medicine, University of Nottingham, Nottingham, UK","Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK","NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ARC-EM, School of Medicine, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210101111","https://openalex.org/I4210124532"]},{"raw_affiliation_string":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210146512"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013162603","display_name":"Chris Hollis","orcid":"https://orcid.org/0000-0003-1083-6744"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]},{"id":"https://openalex.org/I4210101111","display_name":"Institute of Mental Health","ror":"https://ror.org/015dvxx67","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I4210101111"]},{"id":"https://openalex.org/I4210124532","display_name":"NIHR MindTech MedTech Co-operative","ror":"https://ror.org/02erzes48","country_code":"GB","type":"facility","lineage":["https://openalex.org/I34931013","https://openalex.org/I4210124532"]},{"id":"https://openalex.org/I4210146512","display_name":"Nottingham Biomedical Research Centre","ror":"https://ror.org/046cr9566","country_code":"GB","type":"facility","lineage":["https://openalex.org/I1334287468","https://openalex.org/I4210146512"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"C. Hollis","raw_affiliation_strings":["Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK","NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mental Health and Clinical Neurosciences, School of Medicine, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]},{"raw_affiliation_string":"NIHR MindTech MedTech Co-operative, Institute of Mental Health, University of Nottingham, Triumph Road, Jubilee Campus, Nottingham, NG7 2TU, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210101111","https://openalex.org/I4210124532"]},{"raw_affiliation_string":"NIHR Nottingham Biomedical Research Centre, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210146512"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5020118593"],"corresponding_institution_ids":["https://openalex.org/I142263535","https://openalex.org/I4210101111","https://openalex.org/I4210124532"],"apc_list":{"value":2690,"currency":"USD","value_usd":2690},"apc_paid":{"value":2690,"currency":"USD","value_usd":2690},"fwci":1.7795,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.84330442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"21","issue":"1","first_page":"282","last_page":"282"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.4487999975681305,"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"}},"topics":[{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.4487999975681305,"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.23409999907016754,"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/T10137","display_name":"Multiple Sclerosis Research Studies","score":0.1842000037431717,"subfield":{"id":"https://openalex.org/subfields/2734","display_name":"Pathology and Forensic Medicine"},"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/medicine","display_name":"Medicine","score":0.6203365921974182},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5230497121810913},{"id":"https://openalex.org/keywords/depression","display_name":"Depression (economics)","score":0.51740562915802},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.5072597861289978},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.5067635178565979},{"id":"https://openalex.org/keywords/computer-assisted-web-interviewing","display_name":"Computer-assisted web interviewing","score":0.42192092537879944},{"id":"https://openalex.org/keywords/family-medicine","display_name":"Family medicine","score":0.3489378094673157},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.08896079659461975}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6203365921974182},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5230497121810913},{"id":"https://openalex.org/C2776867660","wikidata":"https://www.wikidata.org/wiki/Q1814941","display_name":"Depression (economics)","level":2,"score":0.51740562915802},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.5072597861289978},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5067635178565979},{"id":"https://openalex.org/C65067816","wikidata":"https://www.wikidata.org/wiki/Q2295139","display_name":"Computer-assisted web interviewing","level":2,"score":0.42192092537879944},{"id":"https://openalex.org/C512399662","wikidata":"https://www.wikidata.org/wiki/Q3505712","display_name":"Family medicine","level":1,"score":0.3489378094673157},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.08896079659461975},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","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":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003695","descriptor_name":"Delivery of Health Care","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003863","descriptor_name":"Depression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D004827","descriptor_name":"Epilepsy","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D006282","descriptor_name":"Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006282","descriptor_name":"Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006282","descriptor_name":"Health Personnel","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006282","descriptor_name":"Health Personnel","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":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000628","qualifier_name":"therapy","is_major_topic":true},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011795","descriptor_name":"Surveys and Questionnaires","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013672","descriptor_name":"Technology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"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:10.1186/s12911-021-01640-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01640-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01640-5","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","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Informatics and Decision Making","raw_type":"journal-article"},{"id":"pmid:34645428","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34645428","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:8513566","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8513566","pdf_url":null,"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":"BMC Med Inform Decis Mak","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a6979e708ecd46ceb374da1556425548","is_oa":true,"landing_page_url":"https://doaj.org/article/a6979e708ecd46ceb374da1556425548","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 21, Iss 1, Pp 1-17 (2021)","raw_type":"article"},{"id":"pmh:oai:nottingham-repository.worktribe.com:6725469","is_oa":true,"landing_page_url":"https://nottingham-repository.worktribe.com/output/6725469","pdf_url":null,"source":{"id":"https://openalex.org/S4306402483","display_name":"Repository@Nottingham (University of Nottingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I142263535","host_organization_name":"University of Nottingham","host_organization_lineage":["https://openalex.org/I142263535"],"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":null,"raw_type":"Journal Article"}],"best_oa_location":{"id":"doi:10.1186/s12911-021-01640-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12911-021-01640-5","pdf_url":"https://bmcmedinformdecismak.biomedcentral.com/track/pdf/10.1186/s12911-021-01640-5","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","license_id":"https://openalex.org/licenses/cc-by","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/G1356971313","display_name":null,"funder_award_id":"115902","funder_id":"https://openalex.org/F4320326631","funder_display_name":"Innovative Medicines Initiative"},{"id":"https://openalex.org/G1453786979","display_name":"Remote Assessment of Disease and Relapse in Central Nervous System Disorders","funder_award_id":"115902","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4342394377","display_name":"NIHR Senior Investigator Award","funder_award_id":"NF-SI-0617-10016","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G650323","display_name":"NIHR Senior Investigator Award","funder_award_id":"NIHR200263","funder_id":"https://openalex.org/F4320319990","funder_display_name":"National Institute for Health and Care Research"}],"funders":[{"id":"https://openalex.org/F4320314178","display_name":"European Federation of Pharmaceutical Industries and Associations","ror":"https://ror.org/00g1x4v36"},{"id":"https://openalex.org/F4320319990","display_name":"National Institute for Health and Care Research","ror":"https://ror.org/0187kwz08"},{"id":"https://openalex.org/F4320319994","display_name":"Department of Health and Social Care","ror":"https://ror.org/03sbpja79"},{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320326631","display_name":"Innovative Medicines Initiative","ror":"https://ror.org/019af4n30"},{"id":"https://openalex.org/F4320336996","display_name":"NIHR Nottingham Biomedical Research Centre","ror":"https://ror.org/046cr9566"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3206312538.pdf","grobid_xml":"https://content.openalex.org/works/W3206312538.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1541773416","https://openalex.org/W1973546009","https://openalex.org/W1993627307","https://openalex.org/W2029445248","https://openalex.org/W2134843796","https://openalex.org/W2146380789","https://openalex.org/W2168217134","https://openalex.org/W2747517649","https://openalex.org/W2791281264","https://openalex.org/W2799500060","https://openalex.org/W2801980712","https://openalex.org/W2811392751","https://openalex.org/W2890680583","https://openalex.org/W2896403820","https://openalex.org/W2904206377","https://openalex.org/W2907007935","https://openalex.org/W2909189736","https://openalex.org/W2909777362","https://openalex.org/W2910261147","https://openalex.org/W2910446025","https://openalex.org/W2936176982","https://openalex.org/W2981471980","https://openalex.org/W3002261952","https://openalex.org/W3003369869","https://openalex.org/W3004320051","https://openalex.org/W3014307806","https://openalex.org/W3023209588","https://openalex.org/W3033478329","https://openalex.org/W3088014466","https://openalex.org/W3107304319","https://openalex.org/W6600601217"],"related_works":["https://openalex.org/W2294565841","https://openalex.org/W3204276839","https://openalex.org/W4229671472","https://openalex.org/W2513792068","https://openalex.org/W2519522639","https://openalex.org/W4293469093","https://openalex.org/W2006668579","https://openalex.org/W2603734352","https://openalex.org/W2560124335","https://openalex.org/W2037124552"],"abstract_inverted_index":{"BACKGROUND:":[0],"A":[1],"variety":[2],"of":[3,30,41,49,69,79,153,161,196,202,228,253],"smartphone":[4,44,85,165,229],"apps":[5,45,86,146,166,211,230],"and":[6,17,43,87,92,95,114,156,223,241,249,263,269],"wearables":[7,42,88,262],"are":[8,147],"available":[9],"both":[10],"to":[11,18,65,207,214,219],"help":[12],"patients":[13,73,163,179,259],"monitor":[14],"their":[15,93,162,185,220],"health":[16,20],"support":[19],"care":[21,48],"professionals":[22],"(HCPs)":[23],"in":[24,46,139,236],"providing":[25],"clinical":[26,105,186,203,221,279],"care.":[27],"As":[28],"part":[29],"the":[31,39,47,67,103,127,140,176,194],"RADAR-CNS":[32],"consortium,":[33],"we":[34],"have":[35,75],"conducted":[36,59,110],"research":[37],"into":[38],"application":[40],"people":[50,244],"with":[51,72,245],"multiple":[52,247],"sclerosis,":[53],"epilepsy,":[54,246],"or":[55,77,167],"depression.":[56,250],"METHODS:":[57],"We":[58],"a":[60,118,215],"large":[61,238],"online":[62],"survey":[63,83,108,132,240],"study":[64],"explore":[66],"experiences":[68],"HCPs":[70,155,173,234],"working":[71],"who":[74,260],"one":[76],"more":[78,150,157],"these":[80,99,182,273],"conditions.":[81],"The":[82,107,251],"covered":[84],"used":[89,148],"by":[90,149],"clinicians":[91],"patients,":[94],"how":[96],"data":[97,143,177,198,271],"from":[98,134,272],"technologies":[100],"impacted":[101],"on":[102,126,193,199,278],"respondents'":[104],"practice.":[106,187,280],"was":[109,124],"between":[111],"February":[112],"2019":[113],"March":[115],"2020":[116],"via":[117],"web-based":[119],"platform.":[120],"Detailed":[121],"statistical":[122],"analysis":[123,141],"performed":[125],"answers.":[128],"RESULTS:":[129],"Of":[130],"1009":[131],"responses":[133],"HCPs,":[135],"1006":[136],"were":[137],"included":[138],"after":[142],"cleaning.":[144],"Smartphone":[145],"than":[151,158],"half":[152],"responding":[154],"three":[159],"quarters":[160],"use":[164,210,261],"wearable":[168],"devices":[169,183,265,274],"for":[170,243,266],"health-related":[171,267],"purposes.":[172],"widely":[174],"believe":[175],"that":[178,191,256,270],"collect":[180],"using":[181],"impacts":[184],"Subgroup":[188],"analyses":[189],"show":[190],"views":[192],"impact":[195,277],"this":[197,237],"different":[200],"aspects":[201],"work":[204],"varies":[205],"according":[206,218],"whether":[208],"respondents":[209,254],"themselves,":[212],"and,":[213],"lesser":[216],"extent,":[217],"setting":[222],"job":[224],"role.":[225],"CONCLUSIONS:":[226],"Use":[227],"is":[231],"widespread":[232],"among":[233],"participating":[235],"European":[239],"caring":[242],"sclerosis":[248],"majority":[252],"indicate":[255],"they":[257],"treat":[258],"other":[264],"purposes":[268],"has":[275],"an":[276]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
