{"id":"https://openalex.org/W1826867482","doi":"https://doi.org/10.9779/puje429","title":"The Examination of the Variables Playing a Role on the Process of Adoption of Innovations by Descriptive Review Method","display_name":"The Examination of the Variables Playing a Role on the Process of Adoption of Innovations by Descriptive Review Method","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W1826867482","doi":"https://doi.org/10.9779/puje429","mag":"1826867482"},"language":"en","primary_location":{"id":"doi:10.9779/puje429","doi":"https://doi.org/10.9779/puje429","is_oa":true,"landing_page_url":"https://doi.org/10.9779/puje429","pdf_url":null,"source":{"id":"https://openalex.org/S4306521952","display_name":"Pamukkale University Journal of Education","issn_l":"1301-0085","issn":["1301-0085","1309-0275"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus","poland-20","russia-white-list-4","tr-dizin"],"host_organization":"https://openalex.org/P4310318385","host_organization_name":"Pamukkale University","host_organization_lineage":["https://openalex.org/P4310318385"],"host_organization_lineage_names":["Pamukkale University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pamukkale University Journal of Education","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.9779/puje429","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080496591","display_name":"\u00dcmm\u00fchan Avc\u0131","orcid":"https://orcid.org/0000-0001-7007-1478","observed_orcids":["https://orcid.org/0000-0001-7007-1478"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"\u00dcmm\u00fchan Avc\u0131","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5080496591"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9211,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.92619273,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"33","issue":"ocak","first_page":"53","last_page":"71"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10068","display_name":"Technology Adoption and User Behaviour","score":0.9775000214576721,"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":0.9775000214576721,"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/T13412","display_name":"Education and Technology Integration","score":0.00430000014603138,"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/T10367","display_name":"Agricultural Innovations and Practices","score":0.004000000189989805,"subfield":{"id":"https://openalex.org/subfields/1100","display_name":"General Agricultural and Biological Sciences"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/technology-adoption","display_name":"technology adoption","score":0.7919999957084656},{"id":"https://openalex.org/keywords/diffusion-of-innovations","display_name":"diffusion of innovations","score":0.9350000023841858},{"id":"https://openalex.org/keywords/educational-technology","display_name":"educational technology","score":0.8640000224113464},{"id":"https://openalex.org/keywords/technology-acceptance","display_name":"technology acceptance","score":0.6340000033378601},{"id":"https://openalex.org/keywords/attitudes","display_name":"attitudes","score":0.7200000286102295},{"id":"https://openalex.org/keywords/intention","display_name":"intention","score":0.7319999933242798},{"id":"https://openalex.org/keywords/technology-use","display_name":"technology use","score":0.6320000290870667},{"id":"https://openalex.org/keywords/cross-cultural-research","display_name":"cross-cultural research","score":0.515999972820282}],"concepts":[{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6278533935546875},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.5831576585769653},{"id":"https://openalex.org/C39896193","wikidata":"https://www.wikidata.org/wiki/Q380344","display_name":"Descriptive statistics","level":2,"score":0.5769479870796204},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5204941630363464},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.510674774646759},{"id":"https://openalex.org/C142546437","wikidata":"https://www.wikidata.org/wiki/Q2661195","display_name":"Descriptive research","level":2,"score":0.464036226272583},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.45407095551490784},{"id":"https://openalex.org/C41661277","wikidata":"https://www.wikidata.org/wiki/Q3815058","display_name":"External variable","level":2,"score":0.4200275242328644},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.41981634497642517},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.41732412576675415},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.33212655782699585},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.28821802139282227},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1979033350944519},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13616836071014404},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.9779/puje429","doi":"https://doi.org/10.9779/puje429","is_oa":true,"landing_page_url":"https://doi.org/10.9779/puje429","pdf_url":null,"source":{"id":"https://openalex.org/S4306521952","display_name":"Pamukkale University Journal of Education","issn_l":"1301-0085","issn":["1301-0085","1309-0275"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus","poland-20","russia-white-list-4","tr-dizin"],"host_organization":"https://openalex.org/P4310318385","host_organization_name":"Pamukkale University","host_organization_lineage":["https://openalex.org/P4310318385"],"host_organization_lineage_names":["Pamukkale University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pamukkale University Journal of Education","raw_type":"journal-article"},{"id":"pmh:oai:dergipark.gov.tr:article/132824","doi":null,"is_oa":false,"landing_page_url":"http://dergipark.gov.tr/pauefd/issue/11110/132824","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n Volume: 33, Issue: 33\\n 53-71\\n \\n","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:dergipark.org.tr:article/132824","doi":null,"is_oa":true,"landing_page_url":"https://dergipark.org.tr/tr/pub/pauefd/issue/11110/132824","pdf_url":null,"source":{"id":"https://openalex.org/S4306401840","display_name":"DergiPark (Istanbul University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I67581229","host_organization_name":"Istanbul University","host_organization_lineage":["https://openalex.org/I67581229"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pamukkale University Journal of Education","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.9779/puje429","doi":"https://doi.org/10.9779/puje429","is_oa":true,"landing_page_url":"https://doi.org/10.9779/puje429","pdf_url":null,"source":{"id":"https://openalex.org/S4306521952","display_name":"Pamukkale University Journal of Education","issn_l":"1301-0085","issn":["1301-0085","1309-0275"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["erih-plus","poland-20","russia-white-list-4","tr-dizin"],"host_organization":"https://openalex.org/P4310318385","host_organization_name":"Pamukkale University","host_organization_lineage":["https://openalex.org/P4310318385"],"host_organization_lineage_names":["Pamukkale University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pamukkale University Journal of Education","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality education","id":"https://metadata.un.org/sdg/4","score":0.6164000034332275}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2421264361","https://openalex.org/W175258127","https://openalex.org/W7119376243","https://openalex.org/W1983208215","https://openalex.org/W2101182280","https://openalex.org/W1523226175","https://openalex.org/W2073628874","https://openalex.org/W2946893805","https://openalex.org/W7047229793","https://openalex.org/W7045368176"],"abstract_inverted_index":{"The":[0],"purpose":[1],"of":[2,21,43,61,67,75,104,117,126,137,208,225,233,253],"this":[3,25,205],"study":[4],"is":[5,134,143,164,174,248],"to":[6,10,113,121,130,156,195],"make":[7],"a":[8,35,41,73,249],"suggestion":[9],"researches":[11],"being":[12],"published":[13],"in":[14,59,147,160,200,215,218,251,266],"the":[15,32,44,54,76,84,97,105,114,122,131,135,138,148,157,161,197],"literature":[16,162],"about":[17],"diffusion":[18],"and":[19,34,69,86,93,124,171,176,213,223,240,255],"adoption":[20,85,222],"instructional":[22,226],"technologies.":[23],"In":[24,88,100],"way,":[26],"some":[27,192],"criteria":[28],"were":[29,57,81,96,111,119,128],"identified":[30],"by":[31],"researchers":[33],"descriptive":[36,45],"review":[37],"was":[38],"made.":[39],"As":[40,72],"result":[42,74],"review,":[46],"65":[47],"articles":[48,149],"have":[49],"been":[50],"reached":[51],"that":[52,146,166,246],"meet":[53],"criteria.":[55],"Articles":[56],"analyzed":[58],"terms":[60,252],"key":[62],"words,":[63],"addressed":[64,139],"innovation,":[65],"size":[66],"working":[68],"tested":[70,79],"hypotheses.":[71],"analysis":[77],"308":[78],"hypothesis":[80,235],"found":[82],"explaining":[83,220],"diffusion.":[87],"these":[89,101],"hypotheses":[90],"attitude,":[91],"intention":[92,198,214,239],"usage":[94,179,237,265],"variables":[95,110],"most":[98,106,136],"tested.":[99],"hypotheses,":[102],"156":[103],"frequently":[107],"repeated":[108],"dependent":[109,140],"related":[112,120,129,155,194],"intention,":[115],"95":[116],"them":[118,127],"attitude":[123,177,183,212],"57":[125],"usage.":[132,158,188],"Intention":[133],"variable.":[141],"It":[142],"pointed":[144],"out":[145],"subjective":[150,169],"measurements":[151],"are":[152,191,261],"usually":[153],"made":[154],"However,":[159],"it":[163,242],"expressed":[165],"correlation":[167],"between":[168],"measurement":[170,173],"objective":[172],"weak":[175],"affects":[178],"positively":[180],"but":[181],"positive":[182],"does":[184],"not":[185],"mean":[186],"actual":[187,264],"Also":[189],"there":[190,247],"uncertainties":[193],"what":[196],"predict":[199],"cross-cultural":[201],"studies.":[202],"Starting":[203],"from":[204],"point,":[206],"instead":[207,232],"building":[209],"models":[210],"with":[211,238],"possible":[216],"studies":[217,259],"which":[219,260],"diffusion,":[221],"acceptance":[224],"technologies":[227],"as":[228],"an":[229],"innovation":[230],"or":[231],"testing":[234],"predicting":[236],"attitude;":[241],"could":[243],"be":[244],"proposed":[245],"requirement":[250],"theory":[254],"practice":[256],"for":[257],"conducting":[258],"intended":[262],"explain":[263],"educational":[267],"context.":[268]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}