{"id":"https://openalex.org/W3177305703","doi":"https://doi.org/10.1109/access.2021.3093348","title":"Role of Design Attributes to Determine the Intention to Use Online Learning via Cognitive Beliefs","display_name":"Role of Design Attributes to Determine the Intention to Use Online Learning via Cognitive Beliefs","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3177305703","doi":"https://doi.org/10.1109/access.2021.3093348","mag":"3177305703"},"language":"en","primary_location":{"id":"doi:10.1109/access.2021.3093348","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3093348","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467341.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467341.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068687695","display_name":"Aisha Younas","orcid":"https://orcid.org/0000-0002-0465-1084"},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Aisha Younas","raw_affiliation_strings":["Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-0465-1084","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan","institution_ids":["https://openalex.org/I505182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032392899","display_name":"C. M. Nadeem Faisal","orcid":"https://orcid.org/0000-0001-8781-4143"},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"C. M. Nadeem Faisal","raw_affiliation_strings":["Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0001-8781-4143","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan","institution_ids":["https://openalex.org/I505182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089348789","display_name":"Muhammad Asif Habib","orcid":"https://orcid.org/0000-0002-2675-1975"},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Asif Habib","raw_affiliation_strings":["Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-2675-1975","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan","institution_ids":["https://openalex.org/I505182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101600350","display_name":"Rehan Ashraf","orcid":"https://orcid.org/0000-0002-6627-9820"},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Rehan Ashraf","raw_affiliation_strings":["Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan"],"raw_orcid":"https://orcid.org/0000-0002-6627-9820","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan","institution_ids":["https://openalex.org/I505182"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055899490","display_name":"Mudassar Ahmad","orcid":"https://orcid.org/0000-0002-6366-8230"},"institutions":[{"id":"https://openalex.org/I505182","display_name":"National Textile University","ror":"https://ror.org/030dak672","country_code":"PK","type":"education","lineage":["https://openalex.org/I505182"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Mudassar Ahmad","raw_affiliation_strings":["Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan","Department of Computer Science, National Textile University (NTU), ,"],"raw_orcid":"https://orcid.org/0000-0002-6366-8230","affiliations":[{"raw_affiliation_string":"Department of Computer Science, National Textile University (NTU), Faisalabad, Pakistan","institution_ids":["https://openalex.org/I505182"]},{"raw_affiliation_string":"Department of Computer Science, National Textile University (NTU), ,","institution_ids":["https://openalex.org/I505182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5055899490"],"corresponding_institution_ids":["https://openalex.org/I505182"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.9317,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93478722,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"9","issue":null,"first_page":"94181","last_page":"94202"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9977999925613403,"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":0.9977999925613403,"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/T12028","display_name":"Knowledge Management and Sharing","score":0.970300018787384,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12515","display_name":"Gender and Technology in Education","score":0.963699996471405,"subfield":{"id":"https://openalex.org/subfields/3318","display_name":"Gender Studies"},"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/interactivity","display_name":"Interactivity","score":0.6540920734405518},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5913482904434204},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5768776535987854},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4994840621948242},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.4897055923938751},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4445991516113281},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4427226185798645},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4020596146583557},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3676522374153137},{"id":"https://openalex.org/keywords/applied-psychology","display_name":"Applied psychology","score":0.33096790313720703},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.2673407196998596}],"concepts":[{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.6540920734405518},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5913482904434204},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5768776535987854},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4994840621948242},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.4897055923938751},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4445991516113281},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4427226185798645},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4020596146583557},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3676522374153137},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.33096790313720703},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.2673407196998596},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2021.3093348","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3093348","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467341.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:5fab95537f3f4ce88bbaa6fd7f9e7a85","is_oa":true,"landing_page_url":"https://doaj.org/article/5fab95537f3f4ce88bbaa6fd7f9e7a85","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":"IEEE Access, Vol 9, Pp 94181-94202 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2021.3093348","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2021.3093348","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9312710/09467341.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3177305703.pdf","grobid_xml":"https://content.openalex.org/works/W3177305703.grobid-xml"},"referenced_works_count":136,"referenced_works":["https://openalex.org/W119818611","https://openalex.org/W200562421","https://openalex.org/W316732505","https://openalex.org/W333764539","https://openalex.org/W1204157142","https://openalex.org/W1450624731","https://openalex.org/W1484864026","https://openalex.org/W1496783311","https://openalex.org/W1536248166","https://openalex.org/W1545460766","https://openalex.org/W1572145800","https://openalex.org/W1574235309","https://openalex.org/W1591616917","https://openalex.org/W1730072672","https://openalex.org/W1774460361","https://openalex.org/W1786693641","https://openalex.org/W1967828881","https://openalex.org/W1970249738","https://openalex.org/W1974978256","https://openalex.org/W1979755600","https://openalex.org/W1981959581","https://openalex.org/W1982214937","https://openalex.org/W1984975965","https://openalex.org/W1986221133","https://openalex.org/W1987258130","https://openalex.org/W1988050849","https://openalex.org/W1995864960","https://openalex.org/W1997006088","https://openalex.org/W1997680988","https://openalex.org/W2000380427","https://openalex.org/W2003443457","https://openalex.org/W2005215882","https://openalex.org/W2005900773","https://openalex.org/W2006230623","https://openalex.org/W2013101992","https://openalex.org/W2013530657","https://openalex.org/W2014789694","https://openalex.org/W2018275043","https://openalex.org/W2020117039","https://openalex.org/W2020625361","https://openalex.org/W2023819627","https://openalex.org/W2030903484","https://openalex.org/W2033943395","https://openalex.org/W2036389121","https://openalex.org/W2037881738","https://openalex.org/W2038067054","https://openalex.org/W2059408818","https://openalex.org/W2065702412","https://openalex.org/W2069610731","https://openalex.org/W2070640064","https://openalex.org/W2073379693","https://openalex.org/W2073440262","https://openalex.org/W2081228936","https://openalex.org/W2086779761","https://openalex.org/W2087194825","https://openalex.org/W2088712636","https://openalex.org/W2088872613","https://openalex.org/W2090552208","https://openalex.org/W2093625697","https://openalex.org/W2099697766","https://openalex.org/W2101271009","https://openalex.org/W2103801253","https://openalex.org/W2106595660","https://openalex.org/W2110691539","https://openalex.org/W2113840470","https://openalex.org/W2116305749","https://openalex.org/W2120326355","https://openalex.org/W2122961203","https://openalex.org/W2123830462","https://openalex.org/W2128734027","https://openalex.org/W2133191429","https://openalex.org/W2142341968","https://openalex.org/W2142801253","https://openalex.org/W2150062867","https://openalex.org/W2158960952","https://openalex.org/W2160172778","https://openalex.org/W2166982098","https://openalex.org/W2170510658","https://openalex.org/W2240746781","https://openalex.org/W2244175864","https://openalex.org/W2314885040","https://openalex.org/W2337516479","https://openalex.org/W2397671505","https://openalex.org/W2398740425","https://openalex.org/W2408778447","https://openalex.org/W2417431979","https://openalex.org/W2417899833","https://openalex.org/W2465158492","https://openalex.org/W2472570619","https://openalex.org/W2486271227","https://openalex.org/W2493576839","https://openalex.org/W2513577383","https://openalex.org/W2526701475","https://openalex.org/W2530340954","https://openalex.org/W2547442391","https://openalex.org/W2556786773","https://openalex.org/W2573206337","https://openalex.org/W2577043885","https://openalex.org/W2580118294","https://openalex.org/W2590508971","https://openalex.org/W2594482581","https://openalex.org/W2600235221","https://openalex.org/W2606013575","https://openalex.org/W2607054088","https://openalex.org/W2759000117","https://openalex.org/W2763518769","https://openalex.org/W2777866224","https://openalex.org/W2792868384","https://openalex.org/W2796525997","https://openalex.org/W2810461022","https://openalex.org/W2884107838","https://openalex.org/W2887222596","https://openalex.org/W2902070640","https://openalex.org/W2902232771","https://openalex.org/W2911813318","https://openalex.org/W2940613190","https://openalex.org/W2943076346","https://openalex.org/W2964295140","https://openalex.org/W2972209519","https://openalex.org/W2987760929","https://openalex.org/W3012479489","https://openalex.org/W3038521884","https://openalex.org/W3041767592","https://openalex.org/W3091933024","https://openalex.org/W3106793527","https://openalex.org/W3115166121","https://openalex.org/W3122287309","https://openalex.org/W3193532866","https://openalex.org/W4234091247","https://openalex.org/W6608087279","https://openalex.org/W6611000327","https://openalex.org/W6634098953","https://openalex.org/W6637896986","https://openalex.org/W6679704022","https://openalex.org/W6690198714","https://openalex.org/W6729380795"],"related_works":["https://openalex.org/W2319020389","https://openalex.org/W2001821990","https://openalex.org/W2272707781","https://openalex.org/W2747851897","https://openalex.org/W1975913006","https://openalex.org/W4240086805","https://openalex.org/W1513662110","https://openalex.org/W2063506784","https://openalex.org/W2013411520","https://openalex.org/W562430061"],"abstract_inverted_index":{"Online":[0],"learning":[1,20,60,148],"is":[2],"the":[3,13,36,42,67,77,117,133,157,165,176,184,210],"most":[4],"widely":[5],"used":[6,114,166],"application":[7],"in":[8,18,57,74,138,145],"educational":[9],"institutions,":[10],"particularly":[11],"during":[12],"pandemic":[14],"(COVID-19).":[15],"However,":[16],"shortcomings":[17],"online":[19,59,147],"systems":[21],"negatively":[22],"impact":[23],"learner's":[24,43,118,177],"attitudes":[25],"and":[26,55,66,89,102,105,126,171,195,221],"intention":[27,44,107,119,230],"to":[28,45,108,115,120,199,209,224,229,231],"use.":[29,46,109,232],"Especially":[30],"poor":[31],"interface":[32,225],"design":[33,48,81,127,167,173,226],"can":[34],"increase":[35],"cognitive":[37,96,124,178,185,189],"load":[38],"that":[39,50,163,227],"ultimately":[40,106],"affects":[41],"The":[47,110,160],"aspects":[49,82],"could":[51],"be":[52,200],"convenient,":[53],"useful,":[54],"trustworthy":[56],"an":[58,63,146],"context":[61],"are":[62],"emerging":[64],"challenge":[65],"primary":[68],"purpose":[69],"behind":[70],"this":[71],"study.":[72],"So,":[73],"current":[75],"research,":[76],"effect":[78],"of":[79,100,193,203,218],"different":[80,136],"or":[83],"attributes":[84],"(i.e.,":[85,98,191],"interactivity,":[86],"information,":[87,170],"navigation,":[88],"visual)":[90],"have":[91],"been":[92],"examined":[93],"on":[94],"learners'":[95,219],"beliefs":[97,190],"ease":[99,192],"use":[101,121,194],"usefulness),":[103],"trust,":[104,123],"proposed":[111],"model":[112],"was":[113,130,152],"determine":[116],"via":[122],"beliefs,":[125,179],"aspects.":[128],"Data":[129],"collected":[131],"from":[132],"students":[134],"at":[135],"Universities":[137],"Punjab,":[139],"Pakistan,":[140],"using":[141,156],"a":[142,215],"questionnaire":[143],"embedded":[144],"prototype.":[149],"PLS-SEM":[150],"method":[151],"employed":[153],"for":[154],"analysis":[155],"SmartPLS":[158],"tool.":[159],"findings":[161],"show":[162],"among":[164],"attributes,":[168],"interaction,":[169],"visual":[172],"significantly":[174],"influence":[175],"where":[180],"navigation":[181],"partially":[182],"influences":[183],"beliefs.":[186],"Furthermore,":[187],"both":[188],"usefulness)":[196],"were":[197],"observed":[198],"strong":[201],"determinants":[202],"trust.":[204],"This":[205],"study":[206],"importantly":[207],"contributes":[208],"e-learning":[211],"domain":[212],"by":[213],"providing":[214],"comprehensive":[216],"understanding":[217],"perceptions":[220],"experiences":[222],"related":[223],"leads":[228]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
