{"id":"https://openalex.org/W3128371095","doi":"https://doi.org/10.1007/s10639-021-10451-0","title":"An assessment of the interplay between literacy and digital Technology in Higher Education","display_name":"An assessment of the interplay between literacy and digital Technology in Higher Education","publication_year":2021,"publication_date":"2021-02-06","ids":{"openalex":"https://openalex.org/W3128371095","doi":"https://doi.org/10.1007/s10639-021-10451-0","mag":"3128371095"},"language":"en","primary_location":{"id":"doi:10.1007/s10639-021-10451-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-021-10451-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-021-10451-0.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10639-021-10451-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5046488433","display_name":"Shahrokh Nikou","orcid":"https://orcid.org/0000-0002-0029-5852"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I161593684","display_name":"Stockholm University","ror":"https://ror.org/05f0yaq80","country_code":"SE","type":"education","lineage":["https://openalex.org/I161593684"]}],"countries":["FI","SE"],"is_corresponding":true,"raw_author_name":"Shahrokh Nikou","raw_affiliation_strings":["Department of Computer and Systems Sciences, Stockholm University, Stockholm, Sweden","Information Studies, \u00c5bo Akademi University, F\u00e4nriksgatan 3B, 20500, Turku, Finland"],"raw_orcid":"https://orcid.org/0000-0002-0029-5852","affiliations":[{"raw_affiliation_string":"Department of Computer and Systems Sciences, Stockholm University, Stockholm, Sweden","institution_ids":["https://openalex.org/I161593684"]},{"raw_affiliation_string":"Information Studies, \u00c5bo Akademi University, F\u00e4nriksgatan 3B, 20500, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084930479","display_name":"Milla Aavakare","orcid":"https://orcid.org/0000-0002-4947-2776"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Milla Aavakare","raw_affiliation_strings":["Information Studies, \u00c5bo Akademi University, F\u00e4nriksgatan 3B, 20500, Turku, Finland"],"raw_orcid":"https://orcid.org/0000-0002-4947-2776","affiliations":[{"raw_affiliation_string":"Information Studies, \u00c5bo Akademi University, F\u00e4nriksgatan 3B, 20500, Turku, Finland","institution_ids":["https://openalex.org/I130217899"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5046488433"],"corresponding_institution_ids":["https://openalex.org/I130217899","https://openalex.org/I161593684"],"apc_list":{"value":3590,"currency":"USD","value_usd":3590},"apc_paid":{"value":3590,"currency":"USD","value_usd":3590},"fwci":37.257,"has_fulltext":true,"cited_by_count":186,"citation_normalized_percentile":{"value":0.99822243,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"26","issue":"4","first_page":"3893","last_page":"3915"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12338","display_name":"Digital literacy in education","score":0.9889000058174133,"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"}},"topics":[{"id":"https://openalex.org/T12338","display_name":"Digital literacy in education","score":0.9889000058174133,"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/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9886999726295471,"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/T14182","display_name":"Technology-Enhanced Education Studies","score":0.970300018787384,"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/expectancy-theory","display_name":"Expectancy theory","score":0.6541440486907959},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"Digital literacy","score":0.6529263854026794},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.5434446930885315},{"id":"https://openalex.org/keywords/educational-technology","display_name":"Educational technology","score":0.5148207545280457},{"id":"https://openalex.org/keywords/pace","display_name":"Pace","score":0.5078423619270325},{"id":"https://openalex.org/keywords/literacy","display_name":"Literacy","score":0.45845526456832886},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.45509737730026245},{"id":"https://openalex.org/keywords/unintended-consequences","display_name":"Unintended consequences","score":0.4453660547733307},{"id":"https://openalex.org/keywords/structural-equation-modeling","display_name":"Structural equation modeling","score":0.42406678199768066},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.41622787714004517},{"id":"https://openalex.org/keywords/information-and-communications-technology","display_name":"Information and Communications Technology","score":0.4136998951435089},{"id":"https://openalex.org/keywords/technology-integration","display_name":"Technology integration","score":0.4107327461242676},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4085198640823364},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.4038563668727875},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.3658134937286377},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.3295326828956604},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3033024072647095},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.27921217679977417},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18932107090950012}],"concepts":[{"id":"https://openalex.org/C188353592","wikidata":"https://www.wikidata.org/wiki/Q450586","display_name":"Expectancy theory","level":2,"score":0.6541440486907959},{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.6529263854026794},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5434446930885315},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.5148207545280457},{"id":"https://openalex.org/C2777526511","wikidata":"https://www.wikidata.org/wiki/Q691543","display_name":"Pace","level":2,"score":0.5078423619270325},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.45845526456832886},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.45509737730026245},{"id":"https://openalex.org/C2776889888","wikidata":"https://www.wikidata.org/wiki/Q1135789","display_name":"Unintended consequences","level":2,"score":0.4453660547733307},{"id":"https://openalex.org/C71104824","wikidata":"https://www.wikidata.org/wiki/Q1476639","display_name":"Structural equation modeling","level":2,"score":0.42406678199768066},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.41622787714004517},{"id":"https://openalex.org/C67363961","wikidata":"https://www.wikidata.org/wiki/Q5268834","display_name":"Information and Communications Technology","level":2,"score":0.4136998951435089},{"id":"https://openalex.org/C2778048005","wikidata":"https://www.wikidata.org/wiki/Q7692612","display_name":"Technology integration","level":3,"score":0.4107327461242676},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4085198640823364},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4038563668727875},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3658134937286377},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3295326828956604},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3033024072647095},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.27921217679977417},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18932107090950012},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10639-021-10451-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-021-10451-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-021-10451-0.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},{"id":"pmh:oai:pure.atira.dk:openaire/cd8f83de-6f34-4816-89e6-8764143f76d8","is_oa":true,"landing_page_url":"https://research.abo.fi/en/publications/cd8f83de-6f34-4816-89e6-8764143f76d8","pdf_url":"https://research.abo.fi/ws/files/35505378/Nikou_Aavakare2021_Article_AnAssessmentOfTheInterplayBetw.pdf","source":{"id":"https://openalex.org/S4406923060","display_name":"\u00c5bo Akademi University Research Portal","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Nikou, S & Aavakare, M 2021, 'An assessment of the interplay between literacy and digital Technology in Higher Education', Education and Information Technologies, vol. 26, no. 4, 4, pp. 3893-3915. https://doi.org/10.1007/s10639-021-10451-0","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s10639-021-10451-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10639-021-10451-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10639-021-10451-0.pdf","source":{"id":"https://openalex.org/S166722454","display_name":"Education and Information Technologies","issn_l":"1360-2357","issn":["1360-2357","1573-7608"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Education and Information Technologies","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3128371095.pdf","grobid_xml":"https://content.openalex.org/works/W3128371095.grobid-xml"},"referenced_works_count":91,"referenced_works":["https://openalex.org/W34378339","https://openalex.org/W132891950","https://openalex.org/W1491175115","https://openalex.org/W1517903066","https://openalex.org/W1545460766","https://openalex.org/W1560056355","https://openalex.org/W1665332082","https://openalex.org/W1791587663","https://openalex.org/W1949619221","https://openalex.org/W1972377541","https://openalex.org/W1979929739","https://openalex.org/W1981612671","https://openalex.org/W1984926055","https://openalex.org/W1987258130","https://openalex.org/W1988050849","https://openalex.org/W1999742916","https://openalex.org/W2006030545","https://openalex.org/W2009798335","https://openalex.org/W2010456449","https://openalex.org/W2023821756","https://openalex.org/W2033052954","https://openalex.org/W2033888215","https://openalex.org/W2036389121","https://openalex.org/W2037683264","https://openalex.org/W2049221684","https://openalex.org/W2055594885","https://openalex.org/W2060722695","https://openalex.org/W2065978945","https://openalex.org/W2080018620","https://openalex.org/W2080923583","https://openalex.org/W2082525047","https://openalex.org/W2082581342","https://openalex.org/W2084806742","https://openalex.org/W2093560900","https://openalex.org/W2097759805","https://openalex.org/W2100379340","https://openalex.org/W2106284275","https://openalex.org/W2151312137","https://openalex.org/W2166325784","https://openalex.org/W2188632414","https://openalex.org/W2224327141","https://openalex.org/W2300609125","https://openalex.org/W2325302548","https://openalex.org/W2330236026","https://openalex.org/W2396986840","https://openalex.org/W2412237125","https://openalex.org/W2462699481","https://openalex.org/W2466996463","https://openalex.org/W2579832268","https://openalex.org/W2593962681","https://openalex.org/W2746183077","https://openalex.org/W2791011306","https://openalex.org/W2794123140","https://openalex.org/W2883661434","https://openalex.org/W2905811773","https://openalex.org/W2909720417","https://openalex.org/W2915595813","https://openalex.org/W2923758134","https://openalex.org/W2950405799","https://openalex.org/W2952547467","https://openalex.org/W2955032871","https://openalex.org/W2972381146","https://openalex.org/W2973813321","https://openalex.org/W2991743807","https://openalex.org/W2993371666","https://openalex.org/W3008352202","https://openalex.org/W3013758750","https://openalex.org/W3018163191","https://openalex.org/W3024789398","https://openalex.org/W3025042743","https://openalex.org/W3028342666","https://openalex.org/W3028637464","https://openalex.org/W3036884849","https://openalex.org/W3040220354","https://openalex.org/W3041749610","https://openalex.org/W3047489635","https://openalex.org/W3077350605","https://openalex.org/W3111585219","https://openalex.org/W3125976894","https://openalex.org/W3137728565","https://openalex.org/W3160609893","https://openalex.org/W3175729337","https://openalex.org/W4231746167","https://openalex.org/W4234889718","https://openalex.org/W4235678817","https://openalex.org/W4235740867","https://openalex.org/W4244248404","https://openalex.org/W4247443777","https://openalex.org/W4256425141","https://openalex.org/W4285719527","https://openalex.org/W4408694859"],"related_works":["https://openalex.org/W2788227653","https://openalex.org/W2528942529","https://openalex.org/W2129331265","https://openalex.org/W2606755105","https://openalex.org/W2070182730","https://openalex.org/W2002501632","https://openalex.org/W2109011484","https://openalex.org/W2945612184","https://openalex.org/W2156088374","https://openalex.org/W2742164968"],"abstract_inverted_index":{"Abstract":[0],"Digital":[1],"technologies":[2,106,192],"fundamentally":[3],"transform":[4],"teaching":[5,39],"and":[6,40,63,80,88,104,110,121,153,181],"learning":[7,41],"in":[8,168,183],"higher":[9,27,169,194],"education":[10,28,170,195],"environments,":[11],"with":[12],"the":[13,19,23,50,76,98,141,162],"pace":[14],"of":[15,52,78],"technological":[16],"change":[17],"exacerbating":[18],"challenge.":[20],"Due":[21],"to":[22,34,49,74,91,126,143,160,175,178,185,189],"current":[24],"pandemic":[25],"situation,":[26],"environments":[29],"are":[30,44,165],"all":[31],"now":[32],"forced":[33],"move":[35],"away":[36],"from":[37],"traditional":[38],"structures":[42],"that":[43,115,159,164],"simply":[45],"no":[46],"longer":[47],"adaptable":[48],"challenges":[51],"rapidly":[53],"changing":[54],"educational":[55],"environments.":[56,196],"This":[57],"research":[58],"develops":[59],"a":[60,119,137],"conceptual":[61],"model":[62],"employs":[64],"Structural":[65],"Equation":[66],"Modelling":[67],"(SEM)":[68],"using":[69],"Partial":[70],"least":[71],"Squares":[72],"(PLS)":[73],"examine":[75],"impact":[77,123,139],"information":[79,116],"digital":[81,93,105,132,191],"literacy":[82,102,117,133],"on":[83,124,140],"249":[84],"Finnish":[85],"university":[86,108],"staff":[87,109],"students\u2019":[89],"intention":[90,125,142],"use":[92,190],"technologies.":[94],"The":[95,112,156],"findings":[96],"show":[97],"complex":[99],"interrelationship":[100],"between":[101],"skills":[103],"among":[107],"students.":[111],"results":[113],"illustrate":[114],"has":[118],"direct":[120,138],"significant":[122],"use;":[127],"while,":[128],"unlike":[129],"our":[130],"expectation,":[131],"does":[134],"not":[135],"have":[136],"use.":[144],"However,":[145],"its":[146],"effect":[147],"is":[148],"mediated":[149],"through":[150],"performance":[151],"expectancy":[152],"effort":[154],"expectancy.":[155],"authors":[157],"suggest":[158],"understand":[161],"changes":[163],"taking":[166],"place":[167],"environment,":[171],"more":[172],"attention":[173],"needs":[174],"be":[176],"paid":[177],"redefining":[179],"policies":[180],"strategies":[182],"order":[184],"enhance":[186],"individuals\u2019":[187],"willingness":[188],"within":[193]},"counts_by_year":[{"year":2026,"cited_by_count":19},{"year":2025,"cited_by_count":44},{"year":2024,"cited_by_count":49},{"year":2023,"cited_by_count":40},{"year":2022,"cited_by_count":26},{"year":2021,"cited_by_count":8}],"updated_date":"2026-08-26T07:47:46.906454","created_date":"2025-10-10T00:00:00"}
