{"id":"https://openalex.org/W4372299355","doi":"https://doi.org/10.1108/ijem-01-2023-0003","title":"The transition from traditional to digital: factors that propel Generation Z\u2019s adoption of online learning","display_name":"The transition from traditional to digital: factors that propel Generation Z\u2019s adoption of online learning","publication_year":2023,"publication_date":"2023-05-05","ids":{"openalex":"https://openalex.org/W4372299355","doi":"https://doi.org/10.1108/ijem-01-2023-0003"},"language":"en","primary_location":{"id":"doi:10.1108/ijem-01-2023-0003","doi":"https://doi.org/10.1108/ijem-01-2023-0003","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijem-01-2023-0003","pdf_url":null,"source":{"id":"https://openalex.org/S196762031","display_name":"International Journal of Educational Management","issn_l":"0951-354X","issn":["0951-354X","1758-6518"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-1","norway-2","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Educational Management","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085458178","display_name":"Himanshu Bagdi","orcid":"https://orcid.org/0000-0002-2406-918X","observed_orcids":["https://orcid.org/0000-0002-2406-918X"]},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Himanshu Bagdi","raw_affiliation_strings":["Department of Management Studies, Sardar Vallabhbhai National Institute of Technology, Surat, India"],"raw_orcid":"https://orcid.org/0000-0002-2406-918X","affiliations":[{"raw_affiliation_string":"Department of Management Studies, Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034515436","display_name":"Hemantkumar P. Bulsara","orcid":"https://orcid.org/0000-0003-2891-2776","observed_orcids":["https://orcid.org/0000-0003-2891-2776"]},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Hemantkumar P. Bulsara","raw_affiliation_strings":["Department of Management Studies, Sardar Vallabhbhai National Institute of Technology, Surat, India"],"raw_orcid":"https://orcid.org/0000-0003-2891-2776","affiliations":[{"raw_affiliation_string":"Department of Management Studies, Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103026329","display_name":"Deepthi Sankar","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deepthi Sankar","raw_affiliation_strings":["Saintgits Institute of Management, Kottayam, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Saintgits Institute of Management, Kottayam, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000266339","display_name":"Latika Sharma","orcid":"https://orcid.org/0000-0003-0223-2879","observed_orcids":["https://orcid.org/0000-0003-0223-2879"]},"institutions":[{"id":"https://openalex.org/I42014448","display_name":"Sardar Vallabhbhai National Institute of Technology Surat","ror":"https://ror.org/02y394t43","country_code":"IN","type":"education","lineage":["https://openalex.org/I42014448"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Latika Sharma","raw_affiliation_strings":["Department of Management Studies, Sardar Vallabhbhai National Institute of Technology, Surat, India"],"raw_orcid":"https://orcid.org/0000-0003-0223-2879","affiliations":[{"raw_affiliation_string":"Department of Management Studies, Sardar Vallabhbhai National Institute of Technology, Surat, India","institution_ids":["https://openalex.org/I42014448"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3685,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95660211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"37","issue":"3","first_page":"695","last_page":"717"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9463000297546387,"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":0.9463000297546387,"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/T10162","display_name":"Online and Blended Learning","score":0.03629999980330467,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.007499999832361937,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"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/e-learning-adoption","display_name":"e-learning adoption","score":0.9110000133514404},{"id":"https://openalex.org/keywords/generation-z","display_name":"Generation Z","score":0.9850000143051147},{"id":"https://openalex.org/keywords/behavioral-intention","display_name":"behavioral intention","score":0.8560000061988831},{"id":"https://openalex.org/keywords/technology-acceptance-model","display_name":"technology acceptance model","score":0.8140000104904175},{"id":"https://openalex.org/keywords/gender-differences","display_name":"gender differences","score":0.9079999923706055},{"id":"https://openalex.org/keywords/computer-self-efficacy","display_name":"computer self-efficacy","score":0.8679999709129333},{"id":"https://openalex.org/keywords/perceived-usefulness","display_name":"perceived usefulness","score":0.9860000014305115},{"id":"https://openalex.org/keywords/perceived-ease-of-use","display_name":"perceived ease of use","score":0.9990000128746033},{"id":"https://openalex.org/keywords/it-infrastructure","display_name":"IT infrastructure","score":0.9959999918937683},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.8790000081062317},{"id":"https://openalex.org/keywords/indian-students","display_name":"Indian students","score":0.4860000014305115}],"concepts":[{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6021947860717773},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5884886980056763},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.5434016585350037},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4994525909423828},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.4945637881755829},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4809655249118805},{"id":"https://openalex.org/C2778137410","wikidata":"https://www.wikidata.org/wiki/Q2732820","display_name":"Government (linguistics)","level":2,"score":0.4714535176753998},{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.4452720582485199},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3613165616989136},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35616910457611084},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.34725862741470337},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.32506805658340454},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.2724708616733551},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.2669975459575653},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22368478775024414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2078419327735901},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.19059380888938904},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.18660205602645874},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijem-01-2023-0003","doi":"https://doi.org/10.1108/ijem-01-2023-0003","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijem-01-2023-0003","pdf_url":null,"source":{"id":"https://openalex.org/S196762031","display_name":"International Journal of Educational Management","issn_l":"0951-354X","issn":["0951-354X","1758-6518"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["abdc-b","anvur-class-a","anvur-scientific","cwts-core","erih-plus","jufo-1","norway-2","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Educational Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.6164000034332275},{"id":"https://metadata.un.org/sdg/5","display_name":"Gender equality","score":0.6025999784469604}],"sustainable_development_goals_aurora":[],"study_designs":[{"id":"https://openalex.org/study-designs/observational-study","display_name":"Observational Study"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":99,"referenced_works":["https://openalex.org/W119818611","https://openalex.org/W968836966","https://openalex.org/W1154066292","https://openalex.org/W1558299208","https://openalex.org/W1574235309","https://openalex.org/W1764161293","https://openalex.org/W1791587663","https://openalex.org/W1907414983","https://openalex.org/W1963768045","https://openalex.org/W1980472098","https://openalex.org/W1980537578","https://openalex.org/W1980569376","https://openalex.org/W1982473565","https://openalex.org/W1986842164","https://openalex.org/W2004573427","https://openalex.org/W2004933883","https://openalex.org/W2005561344","https://openalex.org/W2006230623","https://openalex.org/W2013530657","https://openalex.org/W2018310755","https://openalex.org/W2033943395","https://openalex.org/W2045813617","https://openalex.org/W2056343464","https://openalex.org/W2058789925","https://openalex.org/W2065495642","https://openalex.org/W2072010111","https://openalex.org/W2077625227","https://openalex.org/W2077763609","https://openalex.org/W2085206464","https://openalex.org/W2090688504","https://openalex.org/W2091508823","https://openalex.org/W2092273434","https://openalex.org/W2095863122","https://openalex.org/W2095916595","https://openalex.org/W2100379340","https://openalex.org/W2100795105","https://openalex.org/W2101699735","https://openalex.org/W2111761402","https://openalex.org/W2116212137","https://openalex.org/W2117605515","https://openalex.org/W2118275441","https://openalex.org/W2119948764","https://openalex.org/W2126512988","https://openalex.org/W2126823585","https://openalex.org/W2130801612","https://openalex.org/W2131095207","https://openalex.org/W2134049139","https://openalex.org/W2134449039","https://openalex.org/W2135617001","https://openalex.org/W2139782403","https://openalex.org/W2141921090","https://openalex.org/W2147307034","https://openalex.org/W2156518113","https://openalex.org/W2157446202","https://openalex.org/W2158924008","https://openalex.org/W2159366294","https://openalex.org/W2160688157","https://openalex.org/W2166654971","https://openalex.org/W2183526262","https://openalex.org/W2234129810","https://openalex.org/W2291216020","https://openalex.org/W2298863955","https://openalex.org/W2300531613","https://openalex.org/W2318303095","https://openalex.org/W2356613439","https://openalex.org/W2368687493","https://openalex.org/W2493576839","https://openalex.org/W2594483475","https://openalex.org/W2621596084","https://openalex.org/W2795669339","https://openalex.org/W2883650844","https://openalex.org/W2888625704","https://openalex.org/W2900227561","https://openalex.org/W2905811773","https://openalex.org/W2908146178","https://openalex.org/W2920908118","https://openalex.org/W2954813805","https://openalex.org/W2972209519","https://openalex.org/W2991394901","https://openalex.org/W2992654002","https://openalex.org/W2994663022","https://openalex.org/W2999817930","https://openalex.org/W3000008666","https://openalex.org/W3004488301","https://openalex.org/W3010819739","https://openalex.org/W3012292312","https://openalex.org/W3013322342","https://openalex.org/W3029941330","https://openalex.org/W3042285657","https://openalex.org/W3045515829","https://openalex.org/W3048609669","https://openalex.org/W3090115469","https://openalex.org/W3117848645","https://openalex.org/W3126312597","https://openalex.org/W3133064431","https://openalex.org/W3205834471","https://openalex.org/W4200386919","https://openalex.org/W4235678817","https://openalex.org/W4313525871"],"related_works":["https://openalex.org/W4403006907","https://openalex.org/W4293178854","https://openalex.org/W7140034434","https://openalex.org/W4382792772","https://openalex.org/W7219275563","https://openalex.org/W2922410895","https://openalex.org/W4313525871","https://openalex.org/W7219942957","https://openalex.org/W2790326716","https://openalex.org/W1991457991"],"abstract_inverted_index":{"Purpose":[0],"This":[1,191],"study":[2,163],"aims":[3],"to":[4,33,74,97,178,199,218,235],"identify":[5],"factors":[6],"affecting":[7],"Generation":[8],"Z":[9],"(Gen-Z)\u2019s":[10],"online":[11],"learning":[12],"(OL)":[13],"behavioural":[14],"intention":[15],"(BI)":[16],"using":[17,54,67],"the":[18,28,55,62,85,89,93,101,119,156,201,206,209,215,223,230,238],"extended":[19],"technology":[20,105],"acceptance":[21],"model":[22,39],"by":[23,237],"investigating":[24],"gender":[25,130],"differences":[26],"in":[27,51,118,155,203,222],"BI":[29,94,120,177,198],"of":[30,95,103,122,147,158,175,196,208,225,229],"Indian":[31],"students":[32,44],"adopt":[34,98,200],"OL.":[35,189],"Design/methodology/approach":[36],"The":[37,162,227],"proposed":[38],"was":[40,65,116,131,153],"tested":[41],"on":[42,84,108],"284":[43],"from":[45,171],"a":[46,134,172,246],"higher":[47],"education":[48],"institution":[49],"(HEI)":[50],"Gujarat,":[52],"India,":[53],"partial":[56],"least":[57],"square\u2013structural":[58],"equation":[59],"modelling.":[60],"Further,":[61],"subgroup":[63],"analysis":[64],"conducted":[66],"Statistical":[68],"Package":[69],"for":[70],"Social":[71],"Sciences":[72],"(SPSS)":[73],"determine":[75],"male":[76],"and":[77,126,140,142,144,167,182,250,253,255,257],"female":[78],"OL":[79,123,157,202],"adoption":[80,121],"variances.":[81],"Findings":[82],"Based":[83],"research":[86],"findings,":[87],"all":[88],"constructs":[90],"positively":[91],"influence":[92,102],"Gen-Z":[96],"OL,":[99],"except":[100],"information":[104],"infrastructure":[106],"(INF)":[107],"perceived":[109,145],"usefulness":[110],"(PU).":[111],"However,":[112],"no":[113,150],"substantial":[114,151],"difference":[115,152],"observed":[117,154],"amongst":[124,214],"males":[125],"females.":[127],"Also,":[128],"when":[129],"kept":[132],"as":[133,245],"moderator":[135,247],"between":[136,248],"computer":[137],"self-efficacy":[138],"(CSE)":[139],"PU,":[141],"INF":[143,252],"ease":[146],"use":[148],"(PEU),":[149],"Gen-Z.":[159],"Research":[160],"limitations/implications":[161],"will":[164],"benefit":[165],"HEIs":[166],"associated":[168],"government":[169],"departments":[170],"deeper":[173],"understanding":[174],"Gen-Z\u2019s":[176,197],"speed":[179],"up":[180],"deployment":[181],"consider":[183],"key":[184],"elements":[185],"essential":[186],"while":[187],"considering":[188],"Originality/value":[190],"article":[192],"found":[193],"major":[194],"determinants":[195],"HEI.":[204],"To":[205],"best":[207],"author\u2019s":[210],"understanding,":[211],"this":[212],"is":[213],"few":[216],"studies":[217],"explore":[219],"these":[220],"ideas":[221],"context":[224],"India.":[226],"uniqueness":[228],"topic":[231],"has":[232,242],"been":[233,243],"brought":[234],"light":[236],"fact":[239],"that":[240],"\u201cgender\u201d":[241],"employed":[244],"attitude":[249],"BI,":[251],"PEU,":[254],"CSE":[256],"PU.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":1}],"updated_date":"2026-10-27T15:51:10.671819","created_date":"2023-05-07T00:00:00"}