{"id":"https://openalex.org/W7091176398","doi":"https://doi.org/10.48550/arxiv.2510.09677","title":"AI in Computational Thinking Education in Higher Education: A Systematic Literature Review","display_name":"AI in Computational Thinking Education in Higher Education: A Systematic Literature Review","publication_year":2025,"publication_date":"2025-10-08","ids":{"openalex":"https://openalex.org/W7091176398","doi":"https://doi.org/10.48550/arxiv.2510.09677"},"language":"en","primary_location":{"id":"doi:10.48550/arxiv.2510.09677","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.09677","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2510.09677","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rahimi, Ebrahim","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Rahimi, Ebrahim","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":null,"display_name":"Maathuis, Clara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Maathuis, Clara","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9225999712944031,"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"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9225999712944031,"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/T11122","display_name":"Online Learning and Analytics","score":0.010200000368058681,"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/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0038999998942017555,"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/systematic-review","display_name":"Systematic review","score":0.7070000171661377},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.6086000204086304},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.5737000107765198},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.478300005197525},{"id":"https://openalex.org/keywords/program-evaluation","display_name":"Program evaluation","score":0.39320001006126404},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.37040001153945923},{"id":"https://openalex.org/keywords/applications-of-artificial-intelligence","display_name":"Applications of artificial intelligence","score":0.3540000021457672},{"id":"https://openalex.org/keywords/educational-assessment","display_name":"Educational assessment","score":0.3280999958515167}],"concepts":[{"id":"https://openalex.org/C189708586","wikidata":"https://www.wikidata.org/wiki/Q1504425","display_name":"Systematic review","level":3,"score":0.7070000171661377},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.6086000204086304},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.5737000107765198},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.478300005197525},{"id":"https://openalex.org/C5395021","wikidata":"https://www.wikidata.org/wiki/Q1061410","display_name":"Program evaluation","level":2,"score":0.39320001006126404},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.38040000200271606},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3781999945640564},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.37040001153945923},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3628000020980835},{"id":"https://openalex.org/C157170001","wikidata":"https://www.wikidata.org/wiki/Q4781507","display_name":"Applications of artificial intelligence","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C188231857","wikidata":"https://www.wikidata.org/wiki/Q2585724","display_name":"Educational assessment","level":2,"score":0.3280999958515167},{"id":"https://openalex.org/C141330323","wikidata":"https://www.wikidata.org/wiki/Q2354820","display_name":"Evidence-based practice","level":3,"score":0.31470000743865967},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3046000003814697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30379998683929443},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.30149999260902405},{"id":"https://openalex.org/C36727532","wikidata":"https://www.wikidata.org/wiki/Q861399","display_name":"Educational research","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.29789999127388},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.29510000348091125},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.2948000133037567},{"id":"https://openalex.org/C61904560","wikidata":"https://www.wikidata.org/wiki/Q1148359","display_name":"Grey literature","level":3,"score":0.29010000824928284},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.27810001373291016},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.27810001373291016},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.2694000005722046},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C2780805685","wikidata":"https://www.wikidata.org/wiki/Q1374230","display_name":"Teacher education","level":2,"score":0.26030001044273376},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.2572999894618988},{"id":"https://openalex.org/C2776007630","wikidata":"https://www.wikidata.org/wiki/Q2798912","display_name":"Accountability","level":2,"score":0.25540000200271606},{"id":"https://openalex.org/C22156102","wikidata":"https://www.wikidata.org/wiki/Q5341294","display_name":"Educational measurement","level":3,"score":0.2547999918460846}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2510.09677","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.09677","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2510.09677","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2510.09677","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.651679515838623}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Computational":[0],"Thinking":[1],"(CT)":[2],"is":[3,102,120],"a":[4,86],"key":[5],"skill":[6],"set":[7],"for":[8,181],"students":[9,216],"in":[10,33,43,96,99,126,148,227],"higher":[11,44,47,100,130],"education":[12,28,48,98,101,128,131,173,183,197,210],"to":[13,17,75,121,133,170,185,207,214,239],"thrive":[14],"and":[15,22,55,62,132,144,157,160,167,202,218,222],"adapt":[16],"an":[18,51,176,187],"increasingly":[19],"technology-driven":[20],"future":[21],"workplace.":[23],"While":[24],"research":[25],"on":[26,225],"CT":[27,58,83,97,127,149,154,172,182,196,209,226],"has":[29,40],"gained":[30],"remarkable":[31],"momentum":[32],"K12":[34],"over":[35],"the":[36,90,142,171,232,236],"past":[37],"decade,":[38],"it":[39],"remained":[41],"under-explored":[42],"education,":[45,150],"leaving":[46],"teachers":[49],"with":[50],"insufficient":[52],"overview,":[53],"knowledge,":[54],"support":[56,76],"regarding":[57],"education.":[59,84],"The":[60,115],"proliferation":[61],"adoption":[63],"of":[64,93,117,138,146,178,189,192,229],"artificial":[65],"intelligence":[66],"(AI)":[67],"by":[68],"educational":[69,136],"institutions":[70],"have":[71],"demonstrated":[72],"promising":[73],"potential":[74,206,213],"instructional":[77,151],"activities":[78],"across":[79],"many":[80],"disciplines,":[81],"including":[82,141,175],"However,":[85],"comprehensive":[87],"overview":[88,188],"outlining":[89],"various":[91,135,190],"aspects":[92,137,191],"integrating":[94,193],"AI":[95,125,147,158,194,205,230],"lacking.":[103],"To":[104],"mitigate":[105],"this":[106,110],"gap,":[107],"we":[108],"conducted":[109],"systematic":[111],"literature":[112],"review":[113],"study.":[114],"focus":[116],"our":[118],"study":[119,164],"identify":[122],"initiatives":[123,180],"applying":[124],"within":[129],"explore":[134],"these":[139],"initiatives,":[140],"benefits":[143,201],"challenges":[145,203],"strategies":[152],"employed,":[153],"components":[155],"covered,":[156],"techniques":[159],"models":[161],"utilized.":[162],"This":[163],"provides":[165],"practical":[166],"scientific":[168],"contributions":[169],"community,":[174],"inventory":[177],"AI-based":[179],"useful":[184],"educators,":[186],"into":[195,220],"such":[198],"as":[199],"its":[200,212],"(e.g.,":[204,231],"reshape":[208],"versus":[211],"diminish":[215],"creativity)":[217],"insights":[219],"new":[221],"expanded":[223],"perspectives":[224],"light":[228],"decoding":[233],"approach":[234,238],"alongside":[235],"coding":[237],"CT).":[240]},"counts_by_year":[],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-15T00:00:00"}