{"id":"https://openalex.org/W7204767737","doi":"https://doi.org/10.55927/jeda.v5i2.26","title":"Development of an Artificial Intelligence Integrated Learning Ecosystem for Advancing Computational Thinking and Digital Literacy Skills","display_name":"Development of an Artificial Intelligence Integrated Learning Ecosystem for Advancing Computational Thinking and Digital Literacy Skills","publication_year":2026,"publication_date":"2026-06-07","ids":{"openalex":"https://openalex.org/W7204767737","doi":"https://doi.org/10.55927/jeda.v5i2.26"},"language":"en","primary_location":{"id":"doi:10.55927/jeda.v5i2.26","doi":"https://doi.org/10.55927/jeda.v5i2.26","is_oa":true,"landing_page_url":"https://doi.org/10.55927/jeda.v5i2.26","pdf_url":"https://journaljeda.my.id/index.php/jeda/article/download/26/30","source":{"id":"https://openalex.org/S4387280987","display_name":"Journal of Educational Analytics","issn_l":"2830-0432","issn":["2830-0432"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational Analytics","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journaljeda.my.id/index.php/jeda/article/download/26/30","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5057299641","display_name":"Fathul Mufid","orcid":"https://orcid.org/0000-0002-5536-2362","observed_orcids":["https://orcid.org/0000-0002-5536-2362"]},"institutions":[{"id":"https://openalex.org/I4210150796","display_name":"IAIN Kudus","ror":"https://ror.org/05vhdrp61","country_code":"ID","type":"education","lineage":["https://openalex.org/I4210150796"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fathul Mufid","raw_affiliation_strings":["Universitas Islam Negeri Sunan Kudus"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Islam Negeri Sunan Kudus","institution_ids":["https://openalex.org/I4210150796"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091146945","display_name":"Muhammad Munadi","orcid":"https://orcid.org/0000-0003-4649-3560","observed_orcids":["https://orcid.org/0000-0003-4649-3560","https://orcid.org/0009-0005-7349-0885"]},"institutions":[{"id":"https://openalex.org/I4400008912","display_name":"UIN Raden Mas Said Surakarta","ror":"https://ror.org/0037hx413","country_code":"ID","type":"education","lineage":["https://openalex.org/I4400008912"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Muhammad Munadi","raw_affiliation_strings":["Universitas Islam Negeri Raden Mas Said Surakarta"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Islam Negeri Raden Mas Said Surakarta","institution_ids":["https://openalex.org/I4400008912"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061268280","display_name":"Aliah B. Purwakania Hasan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405260208","display_name":"Universitas Al-Azhar Indonesia","ror":"https://ror.org/03dfbba55","country_code":"ID","type":"education","lineage":["https://openalex.org/I4405260208"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aliah Bagus Purwakania Hasan","raw_affiliation_strings":["Universitas Al Azhar Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Al Azhar Indonesia","institution_ids":["https://openalex.org/I4405260208"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024478279","display_name":"Teti Berliani","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I102347383","display_name":"University of Palangka Raya","ror":"https://ror.org/045n0ms44","country_code":"ID","type":"education","lineage":["https://openalex.org/I102347383"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Teti Berliani","raw_affiliation_strings":["Universitas Palangkaraya"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Palangkaraya","institution_ids":["https://openalex.org/I102347383"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"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":0.51685628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"5","issue":"2","first_page":"564","last_page":"583"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14414","display_name":"Artificial Intelligence in Education","score":0.8349999785423279,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.8349999785423279,"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/T10533","display_name":"Teaching and Learning Programming","score":0.11320000141859055,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"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/T13559","display_name":"Edcuational Technology Systems","score":0.014399999752640724,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/artificial-intelligence-in-education","display_name":"artificial intelligence in education","score":0.9480000138282776},{"id":"https://openalex.org/keywords/learning-ecosystems","display_name":"learning ecosystems","score":0.6710000038146973},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"computational thinking","score":0.9879999756813049},{"id":"https://openalex.org/keywords/digital-literacy","display_name":"digital literacy","score":0.9929999709129333},{"id":"https://openalex.org/keywords/adaptive-learning-environments","display_name":"adaptive learning environments","score":0.9139999747276306},{"id":"https://openalex.org/keywords/higher-education","display_name":"higher education","score":0.6909999847412109},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.8619999885559082},{"id":"https://openalex.org/keywords/problem-solving-skills","display_name":"problem-solving skills","score":0.9259999990463257},{"id":"https://openalex.org/keywords/student-engagement","display_name":"student engagement","score":0.9259999990463257}],"concepts":[{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.7537000179290771},{"id":"https://openalex.org/C2777646416","wikidata":"https://www.wikidata.org/wiki/Q242069","display_name":"Digital literacy","level":2,"score":0.5264999866485596},{"id":"https://openalex.org/C2780468074","wikidata":"https://www.wikidata.org/wiki/Q16628824","display_name":"Digital learning","level":2,"score":0.5090000033378601},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.498199999332428},{"id":"https://openalex.org/C74196892","wikidata":"https://www.wikidata.org/wiki/Q7781188","display_name":"Thematic analysis","level":3,"score":0.4916999936103821},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.4490000009536743},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.4284000098705292},{"id":"https://openalex.org/C87858587","wikidata":"https://www.wikidata.org/wiki/Q730675","display_name":"Quantitative research","level":2,"score":0.3617999851703644},{"id":"https://openalex.org/C547764534","wikidata":"https://www.wikidata.org/wiki/Q8236","display_name":"Literacy","level":2,"score":0.35589998960494995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3425000011920929},{"id":"https://openalex.org/C87156501","wikidata":"https://www.wikidata.org/wiki/Q7268708","display_name":"Qualitative property","level":2,"score":0.3357999920845032},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33489999175071716},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.3345000147819519},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.3203999996185303},{"id":"https://openalex.org/C156393514","wikidata":"https://www.wikidata.org/wiki/Q6934800","display_name":"Multimethodology","level":2,"score":0.311599999666214},{"id":"https://openalex.org/C16443162","wikidata":"https://www.wikidata.org/wiki/Q1068473","display_name":"Educational technology","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C96427005","wikidata":"https://www.wikidata.org/wiki/Q98442705","display_name":"Learning sciences","level":3,"score":0.3107999861240387},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.3021000027656555},{"id":"https://openalex.org/C190248442","wikidata":"https://www.wikidata.org/wiki/Q839486","display_name":"Qualitative research","level":2,"score":0.2939000129699707},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.28690001368522644},{"id":"https://openalex.org/C2780909375","wikidata":"https://www.wikidata.org/wiki/Q1060990","display_name":"Problem-based learning","level":2,"score":0.2867000102996826},{"id":"https://openalex.org/C66024118","wikidata":"https://www.wikidata.org/wiki/Q1122506","display_name":"Computational model","level":2,"score":0.28630000352859497},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.28349998593330383},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2750999927520752},{"id":"https://openalex.org/C192531217","wikidata":"https://www.wikidata.org/wiki/Q595868","display_name":"Computer literacy","level":2,"score":0.2667999863624573},{"id":"https://openalex.org/C2778308277","wikidata":"https://www.wikidata.org/wiki/Q25304922","display_name":"21st century skills","level":2,"score":0.2655999958515167},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.2597000002861023},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.55927/jeda.v5i2.26","doi":"https://doi.org/10.55927/jeda.v5i2.26","is_oa":true,"landing_page_url":"https://doi.org/10.55927/jeda.v5i2.26","pdf_url":"https://journaljeda.my.id/index.php/jeda/article/download/26/30","source":{"id":"https://openalex.org/S4387280987","display_name":"Journal of Educational Analytics","issn_l":"2830-0432","issn":["2830-0432"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational Analytics","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.55927/jeda.v5i2.26","doi":"https://doi.org/10.55927/jeda.v5i2.26","is_oa":true,"landing_page_url":"https://doi.org/10.55927/jeda.v5i2.26","pdf_url":"https://journaljeda.my.id/index.php/jeda/article/download/26/30","source":{"id":"https://openalex.org/S4387280987","display_name":"Journal of Educational Analytics","issn_l":"2830-0432","issn":["2830-0432"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Educational Analytics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":1.0,"display_name":"Quality education","id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7204767737.pdf","grobid_xml":"https://content.openalex.org/works/W7204767737.grobid-xml"},"referenced_works_count":7,"referenced_works":["https://openalex.org/W3038090822","https://openalex.org/W3134545045","https://openalex.org/W3166011365","https://openalex.org/W3203566110","https://openalex.org/W4221021402","https://openalex.org/W4226497259","https://openalex.org/W4307888124"],"related_works":["https://openalex.org/W7218289599","https://openalex.org/W4412406443","https://openalex.org/W7111693005","https://openalex.org/W7221288862","https://openalex.org/W7163199052","https://openalex.org/W7215866539","https://openalex.org/W7217193543","https://openalex.org/W7163747894","https://openalex.org/W7161638220","https://openalex.org/W7203496561"],"abstract_inverted_index":{"The":[0,46,102],"integration":[1],"of":[2,130],"Artificial":[3],"Intelligence":[4],"(AI)":[5],"in":[6,37,62,134],"higher":[7,135],"education":[8,136],"has":[9],"created":[10],"opportunities":[11],"to":[12,27,127],"strengthen":[13],"computational":[14,40,73],"thinking":[15,41,74],"and":[16,33,42,80,116,137],"digital":[17,43,76,114,144],"literacy":[18,44,77],"skills":[19],"through":[20,66,72,99,119],"adaptive":[21,120],"learning":[22,31,117,122,145],"environments.":[23],"This":[24,124],"study":[25,125],"aims":[26],"develop":[28],"an":[29],"AI-integrated":[30],"ecosystem":[32,108],"examine":[34],"its":[35],"effectiveness":[36],"improving":[38],"students\u2019":[39,111],"competencies.":[45],"research":[47],"employed":[48],"a":[49,54],"mixed":[50],"methods":[51],"approach":[52],"using":[53,90],"Design-Based":[55],"Research":[56],"framework":[57],"involving":[58],"80":[59],"university":[60],"students":[61],"Jawa":[63],"Tengah":[64],"selected":[65],"purposive":[67],"sampling.":[68],"Data":[69],"were":[70,88,97],"collected":[71],"tests,":[75],"questionnaires,":[78],"observations,":[79],"interviews":[81],"during":[82],"the":[83,106,128],"implementation":[84],"process.":[85],"Quantitative":[86],"data":[87,96],"analyzed":[89],"paired":[91],"sample":[92],"t-tests,":[93],"while":[94],"qualitative":[95],"examined":[98],"thematic":[100],"analysis.":[101],"findings":[103],"revealed":[104],"that":[105],"developed":[107],"significantly":[109],"improved":[110],"problem-solving":[112],"abilities,":[113],"literacy,":[115],"engagement":[118],"AI-based":[121,131],"support.":[123],"contributes":[126],"advancement":[129],"educational":[132],"innovation":[133],"provides":[138],"practical":[139],"implications":[140],"for":[141],"developing":[142],"future-oriented":[143],"systems.":[146]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-09-01T00:00:00"}