{"id":"https://openalex.org/W2120472349","doi":"https://doi.org/10.28945/2101","title":"The Effects of Technology Innovativeness and System Exposure on Student Acceptance of E-textbooks","display_name":"The Effects of Technology Innovativeness and System Exposure on Student Acceptance of E-textbooks","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W2120472349","doi":"https://doi.org/10.28945/2101","mag":"2120472349"},"language":"en","primary_location":{"id":"doi:10.28945/2101","is_oa":true,"landing_page_url":"https://doi.org/10.28945/2101","pdf_url":"http://www.jite.org/documents/Vol14/JITEv14ResearchP055-071Ngafeeson0735.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"http://www.jite.org/documents/Vol14/JITEv14ResearchP055-071Ngafeeson0735.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050039472","display_name":"Madison N. Ngafeeson","orcid":"https://orcid.org/0000-0002-7805-3968"},"institutions":[{"id":"https://openalex.org/I177331275","display_name":"Northern Michigan University","ror":"https://ror.org/01epvyf46","country_code":"US","type":"education","lineage":["https://openalex.org/I177331275"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Madison N. Ngafeeson","raw_affiliation_strings":["Northern Michigan University"],"affiliations":[{"raw_affiliation_string":"Northern Michigan University","institution_ids":["https://openalex.org/I177331275"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084127905","display_name":"Jun Sun","orcid":"https://orcid.org/0000-0002-0325-1951"},"institutions":[{"id":"https://openalex.org/I2802326326","display_name":"The University of Texas Rio Grande Valley","ror":"https://ror.org/02p5xjf12","country_code":"US","type":"education","lineage":["https://openalex.org/I2802326326"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jun Sun","raw_affiliation_strings":["University of Texas \u2013 Rio Grande Valley"],"affiliations":[{"raw_affiliation_string":"University of Texas \u2013 Rio Grande Valley","institution_ids":["https://openalex.org/I2802326326"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5050039472"],"corresponding_institution_ids":["https://openalex.org/I177331275"],"apc_list":null,"apc_paid":null,"fwci":12.1732,"has_fulltext":true,"cited_by_count":54,"citation_normalized_percentile":{"value":0.98130558,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"14","issue":null,"first_page":"055","last_page":"071"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9758999943733215,"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/T11813","display_name":"Library Collection Development and Digital Resources","score":0.9620000123977661,"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/technology-acceptance-model","display_name":"Technology acceptance model","score":0.7751651406288147},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6832853555679321},{"id":"https://openalex.org/keywords/moderation","display_name":"Moderation","score":0.6796582937240601},{"id":"https://openalex.org/keywords/information-technology","display_name":"Information technology","score":0.5656813979148865},{"id":"https://openalex.org/keywords/openness-to-experience","display_name":"Openness to experience","score":0.5633214116096497},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.5292353630065918},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.4586825668811798},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.33159559965133667},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.33096474409103394},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.30139923095703125},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.30010560154914856},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.24899008870124817},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.18285363912582397}],"concepts":[{"id":"https://openalex.org/C2776185967","wikidata":"https://www.wikidata.org/wiki/Q112945","display_name":"Technology acceptance model","level":3,"score":0.7751651406288147},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6832853555679321},{"id":"https://openalex.org/C93225998","wikidata":"https://www.wikidata.org/wiki/Q1941972","display_name":"Moderation","level":2,"score":0.6796582937240601},{"id":"https://openalex.org/C121017731","wikidata":"https://www.wikidata.org/wiki/Q11661","display_name":"Information technology","level":2,"score":0.5656813979148865},{"id":"https://openalex.org/C84976871","wikidata":"https://www.wikidata.org/wiki/Q2015673","display_name":"Openness to experience","level":2,"score":0.5633214116096497},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.5292353630065918},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4586825668811798},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.33159559965133667},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.33096474409103394},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.30139923095703125},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30010560154914856},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.24899008870124817},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.18285363912582397},{"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/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.28945/2101","is_oa":true,"landing_page_url":"https://doi.org/10.28945/2101","pdf_url":"http://www.jite.org/documents/Vol14/JITEv14ResearchP055-071Ngafeeson0735.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},{"id":"pmh:oai:scholarworks.utrgv.edu:is_fac-1005","is_oa":false,"landing_page_url":"https://scholarworks.utrgv.edu/is_fac/6","pdf_url":null,"source":{"id":"https://openalex.org/S4306402611","display_name":"ScholarWorks @ UTRGV (The University of Texas Rio Grande Valley)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802326326","host_organization_name":"The University of Texas Rio Grande Valley","host_organization_lineage":["https://openalex.org/I2802326326"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information Systems Faculty Publications and Presentations","raw_type":"text"}],"best_oa_location":{"id":"doi:10.28945/2101","is_oa":true,"landing_page_url":"https://doi.org/10.28945/2101","pdf_url":"http://www.jite.org/documents/Vol14/JITEv14ResearchP055-071Ngafeeson0735.pdf","source":{"id":"https://openalex.org/S11358226","display_name":"Journal of Information Technology Education Research","issn_l":"1539-3585","issn":["1539-3585","1547-9706","1547-9714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315806","host_organization_name":"Informing Science Institute","host_organization_lineage":["https://openalex.org/P4310315806"],"host_organization_lineage_names":["Informing Science Institute"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Education: Research","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2120472349.pdf","grobid_xml":"https://content.openalex.org/works/W2120472349.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W191671844","https://openalex.org/W291597033","https://openalex.org/W1492301466","https://openalex.org/W1521131354","https://openalex.org/W1527741802","https://openalex.org/W1557992034","https://openalex.org/W1572227718","https://openalex.org/W1791587663","https://openalex.org/W1903269918","https://openalex.org/W1965410815","https://openalex.org/W1972303567","https://openalex.org/W1980616436","https://openalex.org/W1987198869","https://openalex.org/W1989528006","https://openalex.org/W1991896983","https://openalex.org/W2001756118","https://openalex.org/W2008441192","https://openalex.org/W2033943395","https://openalex.org/W2036389121","https://openalex.org/W2057958177","https://openalex.org/W2065890617","https://openalex.org/W2065894107","https://openalex.org/W2092851857","https://openalex.org/W2095563392","https://openalex.org/W2099658016","https://openalex.org/W2099697766","https://openalex.org/W2116474682","https://openalex.org/W2121010683","https://openalex.org/W2126512988","https://openalex.org/W2130145521","https://openalex.org/W2130801612","https://openalex.org/W2139782403","https://openalex.org/W2149378708","https://openalex.org/W2162061662","https://openalex.org/W2168569455","https://openalex.org/W2338258045","https://openalex.org/W2964232119","https://openalex.org/W3012479489","https://openalex.org/W3015634246","https://openalex.org/W3157407122","https://openalex.org/W6631260916","https://openalex.org/W6639755077","https://openalex.org/W6674114808","https://openalex.org/W6743681256"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2348524959","https://openalex.org/W2383136329","https://openalex.org/W2300768783","https://openalex.org/W3164924476","https://openalex.org/W4312894401","https://openalex.org/W3107411532","https://openalex.org/W2353282029","https://openalex.org/W113404779"],"abstract_inverted_index":{"The":[0,115,141],"efforts":[1],"of":[2,17,36,51,65,74,101,127,137,159,175],"educators":[3],"in":[4,21,58,76,150],"the":[5,15,55,59,71,91,138,157,176],"last":[6],"three":[7],"decades":[8],"have,":[9],"among":[10],"other":[11],"things,":[12],"focused":[13],"on":[14],"use":[16],"information":[18,29],"technology":[19,92,107,120,184,195],"(IT)":[20],"education.":[22],"It":[23,179],"has":[24],"become":[25],"commonplace":[26],"to":[27,45,85,97,147,154,170],"view":[28],"systems":[30],"both":[31],"as":[32,39,41,103],"an":[33],"effective":[34],"carrier":[35],"course":[37],"content":[38],"well":[40],"a":[42,134,160,172],"cost-effective":[43],"tool":[44],"improve":[46],"student":[47,99,125],"learning":[48],"outcomes.":[49],"One":[50],"such":[52],"technologies":[53],"is":[54,83,122,152,180],"e-book.":[56],"Decision-makers":[57],"education":[60],"field":[61],"need":[62],"make":[63],"sense":[64],"this":[66],"technological":[67],"transformation.":[68],"However,":[69],"despite":[70],"growing":[72],"popularity":[73],"e-books":[75],"higher":[77],"education,":[78],"its":[79],"adoption":[80,158],"by":[81,106,112],"students":[82],"yet":[84],"be":[86,171,191],"crystalized.":[87],"This":[88],"study":[89],"exploits":[90],"acceptance":[93,100,126],"model":[94],"(TAM)":[95],"framework":[96],"examine":[98],"e-textbooks":[102,128],"\u201cinternally\u201d":[104],"impacted":[105],"innovativeness":[108,121,185],"and":[109,129,186],"\u201cexternally\u201d":[110],"influenced":[111],"system":[113,131,166,187],"exposure.":[114],"results":[116],"showed":[117],"that":[118,130,144,182],"students\u2019":[119,145,183],"associated":[123],"with":[124],"exposure":[132,167,188],"was":[133,168],"strong":[135],"moderator":[136,174],"TAM":[139,177],"relationships.":[140,178],"findings":[142],"suggest":[143],"openness":[146],"new":[148,162],"technology,":[149],"general,":[151],"likely":[153],"positively":[155],"affect":[156],"specific":[161],"instructional":[163,194],"technology.":[164],"Additionally,":[165],"found":[169],"significant":[173],"concluded":[181],"must":[189],"therefore":[190],"factored":[192],"into":[193],"usage":[196],"decision-making":[197],"models.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":9},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":2}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}