{"id":"https://openalex.org/W2339602301","doi":"https://doi.org/10.1155/2016/6982824","title":"Modeling Learners\u2019 Readiness to Adopt Mobile Learning: A Perspective from a GCC Higher Education Institution","display_name":"Modeling Learners\u2019 Readiness to Adopt Mobile Learning: A Perspective from a GCC Higher Education Institution","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2339602301","doi":"https://doi.org/10.1155/2016/6982824","mag":"2339602301"},"language":"en","primary_location":{"id":"doi:10.1155/2016/6982824","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6982824","pdf_url":"https://downloads.hindawi.com/journals/misy/2016/6982824.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/misy/2016/6982824.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039552087","display_name":"Mohammad Shorfuzzaman","orcid":"https://orcid.org/0000-0002-8050-8431"},"institutions":[{"id":"https://openalex.org/I179331831","display_name":"Taif University","ror":"https://ror.org/014g1a453","country_code":"SA","type":"education","lineage":["https://openalex.org/I179331831"]}],"countries":["SA"],"is_corresponding":true,"raw_author_name":"Mohammad Shorfuzzaman","raw_affiliation_strings":["Department of Computer Science, College of Computers and Information Technology, Taif University, Taif 21974, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, College of Computers and Information Technology, Taif University, Taif 21974, Saudi Arabia","institution_ids":["https://openalex.org/I179331831"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052648906","display_name":"Musaed Alhussein","orcid":"https://orcid.org/0000-0002-5538-6778"},"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":"Musaed Alhussein","raw_affiliation_strings":["Department of Computer Engineering, College of Computer & Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, College of Computer & Information Sciences, King Saud University, Riyadh 11451, Saudi Arabia","institution_ids":["https://openalex.org/I28022161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5039552087"],"corresponding_institution_ids":["https://openalex.org/I179331831"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":16.1155,"has_fulltext":true,"cited_by_count":69,"citation_normalized_percentile":{"value":0.98605471,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9958000183105469,"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":0.9958000183105469,"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/T11370","display_name":"Mobile Learning in Education","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T13194","display_name":"ICT in Developing Communities","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/lagging","display_name":"Lagging","score":0.8633887767791748},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7241690158843994},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7203428745269775},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.651410698890686},{"id":"https://openalex.org/keywords/institution","display_name":"Institution","score":0.5245433449745178},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.48938149213790894},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.4554270803928375},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.44738391041755676},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.43435633182525635},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.34314417839050293},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3083655536174774},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.20870858430862427},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.15639469027519226},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.12770992517471313},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.08243134617805481}],"concepts":[{"id":"https://openalex.org/C2776962539","wikidata":"https://www.wikidata.org/wiki/Q6472078","display_name":"Lagging","level":2,"score":0.8633887767791748},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7241690158843994},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7203428745269775},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.651410698890686},{"id":"https://openalex.org/C2780510313","wikidata":"https://www.wikidata.org/wiki/Q178706","display_name":"Institution","level":2,"score":0.5245433449745178},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.48938149213790894},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.4554270803928375},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.44738391041755676},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.43435633182525635},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.34314417839050293},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3083655536174774},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.20870858430862427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15639469027519226},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.12770992517471313},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.08243134617805481},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2016/6982824","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6982824","pdf_url":"https://downloads.hindawi.com/journals/misy/2016/6982824.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e3601a66b52e42e28e9e34169bedc432","is_oa":false,"landing_page_url":"https://doaj.org/article/e3601a66b52e42e28e9e34169bedc432","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mobile Information Systems, Vol 2016 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2016/6982824","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/6982824","pdf_url":"https://downloads.hindawi.com/journals/misy/2016/6982824.pdf","source":{"id":"https://openalex.org/S152111507","display_name":"Mobile Information Systems","issn_l":"1574-017X","issn":["1574-017X","1875-905X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Mobile Information Systems","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[{"id":"https://openalex.org/G7799068651","display_name":null,"funder_award_id":"RG-1436-016","funder_id":"https://openalex.org/F4320321145","funder_display_name":"King Saud University"}],"funders":[{"id":"https://openalex.org/F4320321145","display_name":"King Saud University","ror":"https://ror.org/02f81g417"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2339602301.pdf","grobid_xml":"https://content.openalex.org/works/W2339602301.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W68469067","https://openalex.org/W182599932","https://openalex.org/W1486867901","https://openalex.org/W1568313498","https://openalex.org/W1573593753","https://openalex.org/W1730835483","https://openalex.org/W1791587663","https://openalex.org/W1866298880","https://openalex.org/W1942226005","https://openalex.org/W1967543224","https://openalex.org/W1972303567","https://openalex.org/W1987258130","https://openalex.org/W1990044698","https://openalex.org/W1991044482","https://openalex.org/W1995408540","https://openalex.org/W2001404751","https://openalex.org/W2055594885","https://openalex.org/W2056034576","https://openalex.org/W2062110266","https://openalex.org/W2064582668","https://openalex.org/W2080537650","https://openalex.org/W2081017643","https://openalex.org/W2085379519","https://openalex.org/W2100379340","https://openalex.org/W2118816802","https://openalex.org/W2126508909","https://openalex.org/W2130801612","https://openalex.org/W2155307387","https://openalex.org/W2156997610","https://openalex.org/W2157446202","https://openalex.org/W2162061662","https://openalex.org/W2168569455","https://openalex.org/W2207476187","https://openalex.org/W2325302548","https://openalex.org/W2801172158","https://openalex.org/W4255149814"],"related_works":["https://openalex.org/W2135562825","https://openalex.org/W3145783610","https://openalex.org/W2354181859","https://openalex.org/W2368605798","https://openalex.org/W2472614530","https://openalex.org/W2375646802","https://openalex.org/W2518037665","https://openalex.org/W2052668055","https://openalex.org/W2384872315","https://openalex.org/W4322098568"],"abstract_inverted_index":{"Mobile":[0],"learning":[1,30],"(M-learning)":[2],"has":[3,33],"gained":[4],"significant":[5],"popularity":[6],"in":[7,29,50,81,91,95,156,161],"recent":[8],"past":[9],"due":[10],"to":[11,88,114,118],"the":[12,18,21,35,55,68,96,101,141,149,162,169,173],"explosion":[13],"of":[14,20,25,38,67,98,103,143,148,164,168],"portable":[15],"devices":[16],"and":[17,31,63,77],"availability":[19],"Internet.":[22],"The":[23,121,146,166],"use":[24],"this":[26,104,107],"specific":[27],"technology":[28],"training":[32],"enriched":[34],"success":[36],"stories":[37],"next":[39,174],"generation":[40,175],"mobile":[41,176],"information":[42,177],"systems.":[43],"While":[44],"M-learning":[45,90,159],"is":[46,100,124,179],"being":[47],"widely":[48],"used":[49],"developed":[51],"countries":[52,73],"such":[53],"as":[54],"USA,":[56],"South":[57],"Korea,":[58],"Japan,":[59],"UK,":[60],"Singapore,":[61],"Taiwan,":[62],"European":[64],"Union,":[65],"most":[66],"Gulf":[69],"Cooperation":[70],"Council":[71],"(GCC)":[72],"are":[74],"lagging":[75],"behind":[76],"facing":[78],"diversified":[79],"challenges":[80],"adopting":[82],"M-learning.":[83,120],"Thus,":[84],"investigating":[85],"learners\u2019":[86,116],"readiness":[87,117],"adopt":[89,119],"higher":[92],"education":[93],"institution":[94],"context":[97,163],"GCC":[99,134],"focus":[102],"paper.":[105],"To":[106],"end,":[108],"we":[109],"introduce":[110],"a":[111,133,137],"hypothesized":[112],"model":[113],"investigate":[115],"empirical":[122],"study":[123,150,170],"conducted":[125],"by":[126],"analyzing":[127],"data":[128],"collected":[129],"from":[130,132],"participants":[131],"university":[135],"using":[136],"survey":[138],"questionnaire":[139],"with":[140,182],"help":[142],"statistical":[144],"tools.":[145],"results":[147,171],"will":[151],"be":[152],"valuable":[153],"for":[154],"policy-makers":[155],"designing":[157],"comprehensive":[158],"systems":[160],"GCC.":[165],"implication":[167],"on":[172],"system":[178],"also":[180],"discussed":[181],"future":[183],"research":[184],"directions.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":8}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
