{"id":"https://openalex.org/W4390789005","doi":"https://doi.org/10.3390/s24020472","title":"Mobile Crowdsensing in Ecological Momentary Assessment mHealth Studies: A Systematic Review and Analysis","display_name":"Mobile Crowdsensing in Ecological Momentary Assessment mHealth Studies: A Systematic Review and Analysis","publication_year":2024,"publication_date":"2024-01-12","ids":{"openalex":"https://openalex.org/W4390789005","doi":"https://doi.org/10.3390/s24020472","pmid":"https://pubmed.ncbi.nlm.nih.gov/38257567"},"language":"en","primary_location":{"id":"doi:10.3390/s24020472","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020472","pdf_url":"https://www.mdpi.com/1424-8220/24/2/472/pdf?version=1705054362","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/2/472/pdf?version=1705054362","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072669096","display_name":"Robin Kraft","orcid":"https://orcid.org/0000-0003-0657-3232"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]},{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robin Kraft","raw_affiliation_strings":["Department of Clinical Psychology and Psychotherapy, Ulm University, 89081 Ulm, Germany","Institute of Clinical Epidemiology and Biometry, University of W\u00fcrzburg, 97070 W\u00fcrzburg, Germany","Institute of Databases and Information Systems, Ulm University, 89081 Ulm, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0657-3232","affiliations":[{"raw_affiliation_string":"Department of Clinical Psychology and Psychotherapy, Ulm University, 89081 Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]},{"raw_affiliation_string":"Institute of Clinical Epidemiology and Biometry, University of W\u00fcrzburg, 97070 W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]},{"raw_affiliation_string":"Institute of Databases and Information Systems, Ulm University, 89081 Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075861532","display_name":"Manfred Reichert","orcid":"https://orcid.org/0000-0003-2536-4153"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Manfred Reichert","raw_affiliation_strings":["Institute of Databases and Information Systems, Ulm University, 89081 Ulm, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2536-4153","affiliations":[{"raw_affiliation_string":"Institute of Databases and Information Systems, Ulm University, 89081 Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015213318","display_name":"R\u00fcdiger Pryss","orcid":"https://orcid.org/0000-0003-1522-785X"},"institutions":[{"id":"https://openalex.org/I25974101","display_name":"University of W\u00fcrzburg","ror":"https://ror.org/00fbnyb24","country_code":"DE","type":"education","lineage":["https://openalex.org/I25974101"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"R\u00fcdiger Pryss","raw_affiliation_strings":["Institute of Clinical Epidemiology and Biometry, University of W\u00fcrzburg, 97070 W\u00fcrzburg, Germany"],"raw_orcid":"https://orcid.org/0000-0003-1522-785X","affiliations":[{"raw_affiliation_string":"Institute of Clinical Epidemiology and Biometry, University of W\u00fcrzburg, 97070 W\u00fcrzburg, Germany","institution_ids":["https://openalex.org/I25974101"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5015213318"],"corresponding_institution_ids":["https://openalex.org/I25974101"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":8.7294,"has_fulltext":true,"cited_by_count":24,"citation_normalized_percentile":{"value":0.97791534,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"24","issue":"2","first_page":"472","last_page":"472"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11704","display_name":"Mobile Crowdsensing and Crowdsourcing","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11446","display_name":"Mobile Health and mHealth Applications","score":0.9839000105857849,"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":0.9811000227928162,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.7326103448867798},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.7277203798294067},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.6832774877548218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6253625750541687},{"id":"https://openalex.org/keywords/experience-sampling-method","display_name":"Experience sampling method","score":0.6207336187362671},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5239201188087463},{"id":"https://openalex.org/keywords/citizen-science","display_name":"Citizen science","score":0.5121004581451416},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5064214468002319},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.4814688265323639},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.352544367313385},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.22348496317863464},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21372824907302856},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15715616941452026},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09240156412124634}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.7326103448867798},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.7277203798294067},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.6832774877548218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6253625750541687},{"id":"https://openalex.org/C65499552","wikidata":"https://www.wikidata.org/wiki/Q5421061","display_name":"Experience sampling method","level":2,"score":0.6207336187362671},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5239201188087463},{"id":"https://openalex.org/C197352329","wikidata":"https://www.wikidata.org/wiki/Q1093434","display_name":"Citizen science","level":2,"score":0.5121004581451416},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5064214468002319},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.4814688265323639},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.352544367313385},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.22348496317863464},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21372824907302856},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15715616941452026},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09240156412124634},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000072860","descriptor_name":"Ecological Momentary Assessment","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003625","descriptor_name":"Data Collection","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":"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":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D017216","descriptor_name":"Telemedicine","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"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":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D034201","descriptor_name":"Computers, Handheld","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":6,"locations":[{"id":"doi:10.3390/s24020472","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020472","pdf_url":"https://www.mdpi.com/1424-8220/24/2/472/pdf?version=1705054362","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38257567","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38257567","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:opus.bibliothek.uni-wuerzburg.de:35611","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:20-opus-356115","pdf_url":"https://opus.bibliothek.uni-wuerzburg.de/files/35611/sensors-24-00472.pdf","source":{"id":"https://openalex.org/S4306401635","display_name":"Online Publication Service of W\u00fcrzburg University (W\u00fcrzburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I25974101","host_organization_name":"University of W\u00fcrzburg","host_organization_lineage":["https://openalex.org/I25974101"],"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":"doc-type:article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10820952","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10820952","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10820952/pdf/sensors-24-00472.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:2c084a406a2e4f8c9276dce386ef9bce","is_oa":true,"landing_page_url":"https://doaj.org/article/2c084a406a2e4f8c9276dce386ef9bce","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":"Sensors, Vol 24, Iss 2, p 472 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/2/472/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24020472","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24020472","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24020472","pdf_url":"https://www.mdpi.com/1424-8220/24/2/472/pdf?version=1705054362","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4390789005.pdf"},"referenced_works_count":41,"referenced_works":["https://openalex.org/W1493363413","https://openalex.org/W1547816371","https://openalex.org/W1989433363","https://openalex.org/W2027090774","https://openalex.org/W2041454412","https://openalex.org/W2055665526","https://openalex.org/W2095674834","https://openalex.org/W2110065044","https://openalex.org/W2125826911","https://openalex.org/W2137100320","https://openalex.org/W2145655225","https://openalex.org/W2156567116","https://openalex.org/W2169205464","https://openalex.org/W2188070812","https://openalex.org/W2300936160","https://openalex.org/W2518324588","https://openalex.org/W2728794304","https://openalex.org/W2755368192","https://openalex.org/W2774587119","https://openalex.org/W2802769465","https://openalex.org/W2890071448","https://openalex.org/W2892009991","https://openalex.org/W2902009635","https://openalex.org/W2943584607","https://openalex.org/W2993886326","https://openalex.org/W3004484909","https://openalex.org/W3008465666","https://openalex.org/W3013987354","https://openalex.org/W3031345912","https://openalex.org/W3081667087","https://openalex.org/W3093605994","https://openalex.org/W3109901608","https://openalex.org/W3130144651","https://openalex.org/W3144543375","https://openalex.org/W3172744943","https://openalex.org/W3183602896","https://openalex.org/W3217292179","https://openalex.org/W4205268398","https://openalex.org/W4324116446","https://openalex.org/W6687056286","https://openalex.org/W7051926465"],"related_works":["https://openalex.org/W2134020923","https://openalex.org/W2479871838","https://openalex.org/W2965011540","https://openalex.org/W4234241848","https://openalex.org/W2792023157","https://openalex.org/W3157260717","https://openalex.org/W1815107807","https://openalex.org/W4379468622","https://openalex.org/W1989929201","https://openalex.org/W3217434375"],"abstract_inverted_index":{"As":[0],"mobile":[1,171],"devices":[2],"have":[3,110],"become":[4],"a":[5,60,64,122,179,243,270],"central":[6],"part":[7,96],"of":[8,53,97,114,119,136,155,166,245,262,288,292],"our":[9],"daily":[10],"lives,":[11],"they":[12],"are":[13,27,160,200,210,219,239],"also":[14,92,220],"becoming":[15],"increasingly":[16],"important":[17],"in":[18,116,150,157,197,241,267,278,300],"research.":[19],"In":[20,103,163,205],"the":[21,98,112,117,132,144,153,167,201,259,286,289],"medical":[22],"context,":[23],"for":[24,212],"example,":[25],"smartphones":[26,293],"used":[28,170,178,184,195,211,222],"to":[29,58,77,173,176,223,231],"collect":[30,70],"ecologically":[31],"valid":[32],"and":[33,66,73,76,138,152,183,203,236,264,294],"longitudinal":[34],"data":[35,54,75,214,218],"using":[36,269],"Ecological":[37],"Momentary":[38],"Assessment":[39],"(EMA),":[40],"which":[41],"is":[42,56,129,141],"mostly":[43],"implemented":[44],"through":[45,121,143],"questionnaires":[46],"delivered":[47],"via":[48,89],"smart":[49],"notifications.":[50],"This":[51,126],"type":[52],"collection":[55],"intended":[57],"capture":[59],"patient's":[61],"condition":[62],"on":[63,131],"moment-to-moment":[65],"longer-term":[67],"basis.":[68],"To":[69],"more":[71,302],"objective":[72],"contextual":[74],"understand":[78],"patients":[79],"even":[80],"better,":[81],"researchers":[82,109],"can":[83],"not":[84],"only":[85,242],"use":[86,93,154],"patients'":[87],"input":[88],"EMA,":[90],"but":[91,216],"sensors":[94,156,196,209,295],"as":[95,189,275,277],"Mobile":[99],"Crowdsensing":[100],"(MCS)":[101],"approach.":[102],"this":[104],"paper,":[105],"we":[106,250,283],"examine":[107],"how":[108],"embraced":[111],"topic":[113],"MCS":[115],"context":[118],"EMA":[120,148,158,175,198,233,247,253,272],"systematic":[123],"literature":[124],"review.":[125],"PRISMA-guided":[127],"review":[128],"based":[130],"databases":[133],"PubMed,":[134],"Web":[135],"Science,":[137],"EBSCOhost.":[139],"It":[140],"shown":[142],"results":[145],"that":[146,252,285],"both":[147],"research":[149,159],"general":[151],"steadily":[161],"increasing.":[162],"addition,":[164],"most":[165,193,206],"studies":[168,199,268,279],"reviewed":[169],"apps":[172],"deliver":[174],"participants,":[177],"fixed-time":[180],"prompting":[181],"strategy,":[182],"signal-contingent":[185],"or":[186],"interval-contingent":[187],"self-assessment":[188],"sampling/assessment":[190],"strategies.":[191],"The":[192],"commonly":[194,221],"accelerometer":[202],"GPS.":[204],"studies,":[207],"these":[208],"simple":[213],"collection,":[215],"sensor":[217],"verify":[224],"study":[225],"participant":[226],"responses":[227],"and,":[228],"less":[229],"commonly,":[230],"trigger":[232],"prompts.":[234],"Security":[235],"privacy":[237],"aspects":[238],"addressed":[240],"subset":[244],"mHealth":[246],"publications.":[248],"Moreover,":[249],"found":[251],"adherence":[254],"was":[255,265],"negatively":[256],"correlated":[257],"with":[258],"total":[260],"number":[261],"prompts":[263],"higher":[266],"microinteraction-based":[271],"(\u03bcEMA)":[273],"approach":[274],"well":[276],"utilizing":[280],"sensors.":[281],"Overall,":[282],"envision":[284],"potential":[287],"technological":[290],"capabilities":[291],"could":[296],"be":[297],"better":[298],"exploited":[299],"future,":[301],"automated":[303],"approaches.":[304]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":17},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-04T09:04:59.091469","created_date":"2025-10-10T00:00:00"}
