{"id":"https://openalex.org/W4200535901","doi":"https://doi.org/10.4018/jgim.294123","title":"A Dual-Stage SEM-ANN Analysis to Explore Consumer Adoption of Smart Wearable Healthcare Devices","display_name":"A Dual-Stage SEM-ANN Analysis to Explore Consumer Adoption of Smart Wearable Healthcare Devices","publication_year":2021,"publication_date":"2021-12-16","ids":{"openalex":"https://openalex.org/W4200535901","doi":"https://doi.org/10.4018/jgim.294123"},"language":"en","primary_location":{"id":"doi:10.4018/jgim.294123","doi":"https://doi.org/10.4018/jgim.294123","is_oa":true,"landing_page_url":"https://doi.org/10.4018/jgim.294123","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=294123&isxn=9781799872627","source":{"id":"https://openalex.org/S83591844","display_name":"Journal of Global Information Management","issn_l":"1062-7375","issn":["1062-7375","1533-7995"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","ccf-c","cwts-core","fnege-3","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Information Management","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=294123&isxn=9781799872627","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5011405261","display_name":"Imdadullah Hidayat-ur-Rehman","orcid":"https://orcid.org/0000-0001-7763-6566","observed_orcids":["https://orcid.org/0000-0001-7763-6566"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Imdadullah Hidayat-ur Rehman","raw_affiliation_strings":["King Saud University, Saudi Arabia"],"raw_orcid":"https://orcid.org/0000-0001-7763-6566","affiliations":[{"raw_affiliation_string":"King Saud University, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065016563","display_name":"Arshad Ahmad","orcid":"https://orcid.org/0000-0002-7881-910X","observed_orcids":["https://orcid.org/0000-0002-7881-910X"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Arshad Ahmad","raw_affiliation_strings":["King Saud University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Saud University, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067648424","display_name":"Fahim Akhter","orcid":"https://orcid.org/0000-0003-3748-3475","observed_orcids":["https://orcid.org/0000-0003-3748-3475"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Fahim Akhter","raw_affiliation_strings":["King Saud University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Saud University, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080532992","display_name":"Amer M. Aljarallah","orcid":"https://orcid.org/0000-0002-6518-2840","observed_orcids":["https://orcid.org/0000-0002-6518-2840"]},"institutions":[{"id":"https://openalex.org/I28022161","display_name":"King Saud University","ror":"https://ror.org/02f81g417","country_code":"SA","type":"education","lineage":["https://openalex.org/I28022161"]}],"countries":["SA"],"is_corresponding":false,"raw_author_name":"Amer Aljarallah","raw_affiliation_strings":["King Saudi University, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Saudi University, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I28022161"],"apc_list":null,"apc_paid":null,"fwci":4.2709,"has_fulltext":true,"cited_by_count":32,"citation_normalized_percentile":{"value":0.94088692,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"29","issue":"6","first_page":"1","last_page":"30"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.7939000129699707,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.7939000129699707,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14416","display_name":"Health, Technology, Consumer Behavior","score":0.1200999990105629,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"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/T11446","display_name":"Mobile Health and mHealth Applications","score":0.04349999874830246,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/consumer-technology-adoption","display_name":"consumer technology adoption","score":0.9110000133514404},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.9620000123977661},{"id":"https://openalex.org/keywords/health-beliefs","display_name":"health beliefs","score":0.9580000042915344},{"id":"https://openalex.org/keywords/health-information-accuracy","display_name":"health information accuracy","score":0.9760000109672546},{"id":"https://openalex.org/keywords/technology-compatibility","display_name":"technology compatibility","score":0.7360000014305115},{"id":"https://openalex.org/keywords/wearable-health-technology","display_name":"wearable health technology","score":0.5120000243186951}],"concepts":[{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.6647365093231201},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6190316677093506},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.5936115980148315},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5624969005584717},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.5555741786956787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5249956846237183},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5085848569869995},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.5041016340255737},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.42060586810112},{"id":"https://openalex.org/C14224292","wikidata":"https://www.wikidata.org/wiki/Q13600188","display_name":"Conceptual framework","level":2,"score":0.4125974178314209},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35160714387893677},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34924787282943726},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3059154152870178},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2992303967475891},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.13171175122261047},{"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/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/jgim.294123","doi":"https://doi.org/10.4018/jgim.294123","is_oa":true,"landing_page_url":"https://doi.org/10.4018/jgim.294123","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=294123&isxn=9781799872627","source":{"id":"https://openalex.org/S83591844","display_name":"Journal of Global Information Management","issn_l":"1062-7375","issn":["1062-7375","1533-7995"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","ccf-c","cwts-core","fnege-3","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Information Management","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4018/jgim.294123","doi":"https://doi.org/10.4018/jgim.294123","is_oa":true,"landing_page_url":"https://doi.org/10.4018/jgim.294123","pdf_url":"https://www.igi-global.com/ViewTitle.aspx?TitleId=294123&isxn=9781799872627","source":{"id":"https://openalex.org/S83591844","display_name":"Journal of Global Information Management","issn_l":"1062-7375","issn":["1062-7375","1533-7995"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-a","anvur-scientific","ccf-c","cwts-core","fnege-3","jufo-1","norway-1","poland-40","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Global Information Management","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9391000270843506}],"sustainable_development_goals_aurora":[],"study_designs":[{"display_name":"Observational Study","id":"https://openalex.org/study-designs/observational-study"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4200535901.pdf","grobid_xml":"https://content.openalex.org/works/W4200535901.grobid-xml"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W657057541","https://openalex.org/W1514587974","https://openalex.org/W1569512666","https://openalex.org/W1721421031","https://openalex.org/W1791587663","https://openalex.org/W1844958493","https://openalex.org/W1850453578","https://openalex.org/W1860620008","https://openalex.org/W1979418493","https://openalex.org/W1988256277","https://openalex.org/W1996035838","https://openalex.org/W2030330997","https://openalex.org/W2035071216","https://openalex.org/W2056343464","https://openalex.org/W2059146912","https://openalex.org/W2070223264","https://openalex.org/W2071666535","https://openalex.org/W2079841778","https://openalex.org/W2099073641","https://openalex.org/W2105846236","https://openalex.org/W2106096361","https://openalex.org/W2107571014","https://openalex.org/W2131368080","https://openalex.org/W2141968011","https://openalex.org/W2153325215","https://openalex.org/W2156671921","https://openalex.org/W2237663819","https://openalex.org/W2321930382","https://openalex.org/W2382519751","https://openalex.org/W2462410358","https://openalex.org/W2507804976","https://openalex.org/W2511692978","https://openalex.org/W2552106174","https://openalex.org/W2562274896","https://openalex.org/W2577043885","https://openalex.org/W2605093965","https://openalex.org/W2607843306","https://openalex.org/W2612494250","https://openalex.org/W2734739518","https://openalex.org/W2762675159","https://openalex.org/W2763469794","https://openalex.org/W2764138653","https://openalex.org/W2765910181","https://openalex.org/W2780797911","https://openalex.org/W2789986734","https://openalex.org/W2792573853","https://openalex.org/W2793007278","https://openalex.org/W2794117950","https://openalex.org/W2801351590","https://openalex.org/W2810137393","https://openalex.org/W2892618271","https://openalex.org/W2898453691","https://openalex.org/W2912812321","https://openalex.org/W2919115771","https://openalex.org/W2921573932","https://openalex.org/W2946012503","https://openalex.org/W2954190566","https://openalex.org/W2972896823","https://openalex.org/W2976708670","https://openalex.org/W2977013642","https://openalex.org/W2986300837","https://openalex.org/W2989100621","https://openalex.org/W2992753856","https://openalex.org/W2994617605","https://openalex.org/W3012982875","https://openalex.org/W3017864715","https://openalex.org/W3047030424","https://openalex.org/W3088963558","https://openalex.org/W3089197410","https://openalex.org/W3125449341","https://openalex.org/W3159346608","https://openalex.org/W3163671202","https://openalex.org/W3186635720","https://openalex.org/W3191179252","https://openalex.org/W4242599633","https://openalex.org/W4256215449","https://openalex.org/W4302785603","https://openalex.org/W6647975832"],"related_works":["https://openalex.org/W2911497180","https://openalex.org/W2921541026","https://openalex.org/W2986300837","https://openalex.org/W3217134532","https://openalex.org/W4205478281","https://openalex.org/W4396762331","https://openalex.org/W4297409490","https://openalex.org/W4307705542","https://openalex.org/W2976708670","https://openalex.org/W2560680219"],"abstract_inverted_index":{"Advances":[0],"in":[1,78],"information":[2,58],"technology":[3,61,69],"have":[4,15,144],"included":[5],"the":[6,38,68,93,107,118,128,131,139,149],"development":[7],"of":[8,23,40,43,109,130,135],"smart":[9],"wearable":[10],"healthcare":[11],"(SWH)":[12],"devices":[13,25],"that":[14,51,116],"potential":[16],"benefits":[17],"for":[18],"consumer":[19],"health.":[20],"The":[21,73,96,112,123,133],"adoption":[22,42],"SWH":[24,44,153],"is":[26,49],"limited,":[27],"however,":[28],"compared":[29],"with":[30,87],"other":[31],"established":[32],"digital":[33],"technologies.":[34],"This":[35],"study":[36,137],"examines":[37],"determinants":[39],"consumers\u2019":[41],"devices.":[45,154],"A":[46],"conceptual":[47],"model":[48,71,75],"proposed":[50,74],"incorporates":[52],"health":[53,57],"(health":[54],"beliefs":[55],"and":[56,60,63,138],"accuracy),":[59],"(compatibility":[62],"functional":[64],"congruence)":[65],"attributes":[66],"into":[67],"acceptance":[70],"framework.":[72],"was":[76,85,102],"tested":[77],"two":[79],"steps.":[80],"Structural":[81],"equation":[82],"modelling":[83],"(SEM)":[84],"performed":[86],"473":[88],"usable":[89],"responses":[90],"to":[91,105],"test":[92],"hypothesized":[94,119],"relationships.":[95],"artificial":[97],"neural":[98],"network":[99],"(ANN)":[100],"approach":[101],"then":[103],"applied":[104],"validate":[106],"outcomes":[108,129],"Step":[110],"1.":[111],"SEM":[113],"analysis":[114,125],"indicates":[115],"all":[117],"relationships":[120],"are":[121],"supported.":[122],"ANN":[124],"further":[126],"validates":[127],"SEM.":[132],"findings":[134],"this":[136],"dual-stage":[140],"SEM-ANN":[141],"methodology":[142],"will":[143],"a":[145],"strong":[146],"impact":[147],"on":[148],"existing":[150],"literature":[151],"regarding":[152]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":6}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2021-12-31T00:00:00"}
