{"id":"https://openalex.org/W7225644207","doi":"https://doi.org/10.12928/notion.v8i2.14271","title":"AI benefits, challenges, and pedagogical implications on speaking task completion: A multiple case study of two vocational programs in Indonesia","display_name":"AI benefits, challenges, and pedagogical implications on speaking task completion: A multiple case study of two vocational programs in Indonesia","publication_year":2026,"publication_date":"2026-11-09","ids":{"openalex":"https://openalex.org/W7225644207","doi":"https://doi.org/10.12928/notion.v8i2.14271"},"language":"en","primary_location":{"id":"pmh:oai:journal2.uad.ac.id:article/14271","doi":"https://doi.org/10.12928/notion.v8i2.14271","is_oa":true,"landing_page_url":"http://journal2.uad.ac.id/index.php/notion/article/view/14271","pdf_url":"http://journal2.uad.ac.id/index.php/notion/article/download/14271/7149","source":{"id":"https://openalex.org/S4210217161","display_name":"Notion Journal of Linguistics Literature and Culture","issn_l":"2655-5905","issn":["2655-5905"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319805","host_organization_name":"Ahmad Dahlan University","host_organization_lineage":["https://openalex.org/P4310319805"],"host_organization_lineage_names":["Ahmad Dahlan University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2655-5905","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"http://journal2.uad.ac.id/index.php/notion/article/download/14271/7149","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045713205","display_name":"Arini Sabrina","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sabrina, Arini","raw_affiliation_strings":["Politeknik LPP Yogyakarta, Yogyakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Politeknik LPP Yogyakarta, Yogyakarta, Indonesia","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5161343363","display_name":"Ajar Pradika Ananta Tur","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I2608206482","display_name":"Universitas Ahmad Dahlan","ror":"https://ror.org/03hn13397","country_code":"ID","type":"education","lineage":["https://openalex.org/I2608206482"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Tur, Ajar Pradika Ananta","raw_affiliation_strings":["Universitas Ahmad Dahlan, Yogyakarta, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Ahmad Dahlan, Yogyakarta, Indonesia","institution_ids":["https://openalex.org/I2608206482"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14516","display_name":"English Language Learning and Teaching","score":0.6352999806404114,"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"}},"topics":[{"id":"https://openalex.org/T14516","display_name":"English Language Learning and Teaching","score":0.6352999806404114,"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/T10021","display_name":"EFL/ESL Teaching and Learning","score":0.3237000107765198,"subfield":{"id":"https://openalex.org/subfields/1203","display_name":"Language and Linguistics"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.033399999141693115,"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/generative-ai-in-language-learning","display_name":"generative AI in language learning","score":0.8560000061988831},{"id":"https://openalex.org/keywords/spoken-english","display_name":"spoken English","score":0.6460000276565552},{"id":"https://openalex.org/keywords/vocational-education","display_name":"vocational education","score":0.9470000267028809},{"id":"https://openalex.org/keywords/overreliance-on-ai","display_name":"overreliance on AI","score":0.7900000214576721},{"id":"https://openalex.org/keywords/communication-confidence","display_name":"communication confidence","score":0.9340000152587891},{"id":"https://openalex.org/keywords/artificial-intelligence-in-language-learning","display_name":"AI-assisted language learning","score":0.621999979019165},{"id":"https://openalex.org/keywords/english-for-specific-purposes","display_name":"English for specific purposes","score":0.6769999861717224},{"id":"https://openalex.org/keywords/accounting-students","display_name":"accounting students","score":0.8650000095367432},{"id":"https://openalex.org/keywords/ai-pedagogy","display_name":"AI pedagogy","score":0.5270000100135803}],"concepts":[{"id":"https://openalex.org/C668760","wikidata":"https://www.wikidata.org/wiki/Q6869278","display_name":"Vocational education","level":2,"score":0.8776999711990356},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.713699996471405},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.6258999705314636},{"id":"https://openalex.org/C2777601683","wikidata":"https://www.wikidata.org/wiki/Q6499736","display_name":"Vocabulary","level":2,"score":0.6241000294685364},{"id":"https://openalex.org/C511192102","wikidata":"https://www.wikidata.org/wiki/Q5156948","display_name":"Comprehension","level":2,"score":0.5648000240325928},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.42500001192092896},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.38040000200271606},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.32739999890327454},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.31290000677108765},{"id":"https://openalex.org/C75630572","wikidata":"https://www.wikidata.org/wiki/Q538904","display_name":"Applied psychology","level":1,"score":0.3019999861717224},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.30090001225471497},{"id":"https://openalex.org/C2778883600","wikidata":"https://www.wikidata.org/wiki/Q2390977","display_name":"Language proficiency","level":2,"score":0.30000001192092896},{"id":"https://openalex.org/C3018469783","wikidata":"https://www.wikidata.org/wiki/Q130192","display_name":"English as a second language","level":2,"score":0.28929999470710754},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.25429999828338623}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:journal2.uad.ac.id:article/14271","doi":"https://doi.org/10.12928/notion.v8i2.14271","is_oa":true,"landing_page_url":"http://journal2.uad.ac.id/index.php/notion/article/view/14271","pdf_url":"http://journal2.uad.ac.id/index.php/notion/article/download/14271/7149","source":{"id":"https://openalex.org/S4210217161","display_name":"Notion Journal of Linguistics Literature and Culture","issn_l":"2655-5905","issn":["2655-5905"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319805","host_organization_name":"Ahmad Dahlan University","host_organization_lineage":["https://openalex.org/P4310319805"],"host_organization_lineage_names":["Ahmad Dahlan University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2655-5905","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:journal2.uad.ac.id:article/14271","doi":"https://doi.org/10.12928/notion.v8i2.14271","is_oa":true,"landing_page_url":"http://journal2.uad.ac.id/index.php/notion/article/view/14271","pdf_url":"http://journal2.uad.ac.id/index.php/notion/article/download/14271/7149","source":{"id":"https://openalex.org/S4210217161","display_name":"Notion Journal of Linguistics Literature and Culture","issn_l":"2655-5905","issn":["2655-5905"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/P4310319805","host_organization_name":"Ahmad Dahlan University","host_organization_lineage":["https://openalex.org/P4310319805"],"host_organization_lineage_names":["Ahmad Dahlan University"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2655-5905","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.975600004196167,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7225644207.pdf","grobid_xml":"https://content.openalex.org/works/W7225644207.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2023592912","https://openalex.org/W2081900501","https://openalex.org/W2289413241","https://openalex.org/W2981863007","https://openalex.org/W3022375168","https://openalex.org/W4210796382","https://openalex.org/W4210810787","https://openalex.org/W4213433093","https://openalex.org/W4283518426","https://openalex.org/W4312394018","https://openalex.org/W4318586239","https://openalex.org/W4320024835","https://openalex.org/W4323568782","https://openalex.org/W4367599462","https://openalex.org/W4375950140","https://openalex.org/W4388424540","https://openalex.org/W4395077874","https://openalex.org/W4401196876","https://openalex.org/W4401495903","https://openalex.org/W4402823788","https://openalex.org/W4403636540","https://openalex.org/W4405640254","https://openalex.org/W4407597171","https://openalex.org/W4409687053","https://openalex.org/W4410509998","https://openalex.org/W7083698886","https://openalex.org/W7128947640","https://openalex.org/W7164547522"],"related_works":["https://openalex.org/W7221519163","https://openalex.org/W7125447142","https://openalex.org/W7161818989","https://openalex.org/W4403308805","https://openalex.org/W7167332866","https://openalex.org/W4415124545","https://openalex.org/W7216462837","https://openalex.org/W4412377985","https://openalex.org/W4413764814","https://openalex.org/W7104864149"],"abstract_inverted_index":{"This":[0],"study":[1,25,177],"investigates":[2],"spoken":[3,221],"English":[4],"performance":[5],"in":[6,160],"vocational":[7,17,162],"education":[8],"contexts.":[9],"Conducted":[10],"at":[11],"Politeknik":[12],"LPP":[13],"Yogyakarta,":[14],"a":[15,22,146,151,209],"plantation-focused":[16],"institution,":[18],"the":[19,79,82,113,131,171,176,179],"research":[20,206],"adopts":[21],"multiple":[23],"case":[24],"design":[26],"with":[27,50,198],"an":[28],"embedded":[29],"quantitative":[30],"component":[31],"involving":[32],"two":[33],"distinct":[34],"student":[35],"groups:":[36],"30":[37],"Accountancy":[38],"students":[39],"and":[40,54,72,98,102,108,156,202,217],"28":[41],"Plantation":[42],"Crop":[43],"Farming":[44],"students.":[45],"All":[46],"data":[47],"were":[48],"collected":[49],"voluntary,":[51],"informed":[52],"participation":[53],"reported":[55],"using":[56],"anonymized":[57],"participant":[58],"codes.":[59],"Findings":[60],"show":[61],"that":[62,141],"AI":[63,106,135,142,185,196,213],"use":[64,186],"supported":[65],"time":[66],"efficiency,":[67],"task":[68,109],"completion,":[69],"material":[70],"comprehension,":[71],"communicative":[73],"confidence":[74],"across":[75],"both":[76],"groups.":[77],"At":[78],"same":[80],"time,":[81],"participants":[83],"showed":[84],"overreliance":[85],"on":[86,184,220],"AI-generated":[87,92],"language,":[88],"shallow":[89],"comprehension":[90],"of":[91,166,212],"content,":[93],"limited":[94],"preparation":[95,155],"for":[96,153,181],"adapting":[97],"internalizing":[99],"AI-assisted":[100,116],"material,":[101],"occasional":[103],"mismatches":[104],"between":[105],"output":[107],"requirements,":[110],"leading":[111],"to":[112,130,194],"AKT":[114],"cohort's":[115],"mean":[117,125],"(72.93)":[118],"falling":[119],"below":[120],"its":[121,128],"own":[122],"prior":[123],"non-AI":[124],"(79.67)":[126],"as":[127,134,145],"paradox":[129],"\u2018material":[132],"comprehension\u2019":[133],"benefit":[136],"aforementioned.":[137],"These":[138],"findings":[139],"suggest":[140],"functions":[143],"best":[144],"supportive":[147],"tool":[148],"rather":[149],"than":[150],"substitute":[152],"learner":[154],"instructor":[157],"guidance,":[158],"particularly":[159],"technical":[161],"fields":[163],"where":[164],"accuracy":[165],"field-specific":[167],"vocabulary":[168],"matters.":[169],"For":[170],"pedagogical":[172],"implication":[173],"more":[174],"broadly,":[175],"highlights":[178],"need":[180],"structured":[182,200],"guidance":[183],"alongside":[187],"speaking":[188],"skill":[189],"development.":[190,223],"Educators":[191],"are":[192],"encouraged":[193],"pair":[195],"tools":[197],"explicit":[199],"discourse-building":[201],"motivation-building":[203],"strategies.":[204],"Future":[205],"should":[207],"examine":[208],"broader":[210],"range":[211],"tools,":[214],"larger":[215],"samples,":[216],"longer-term":[218],"effects":[219],"language":[222]},"counts_by_year":[],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2026-11-10T00:00:00"}
