{"id":"https://openalex.org/W7220828215","doi":null,"title":"A CO-CREATIVITY FRAMEWORK FOR GENERATIVE AI IN TEXTILE PRINT-DESIGN EDUCATION IN PAKISTAN","display_name":"A CO-CREATIVITY FRAMEWORK FOR GENERATIVE AI IN TEXTILE PRINT-DESIGN EDUCATION IN PAKISTAN","publication_year":2026,"publication_date":"2026-03-25","ids":{"openalex":"https://openalex.org/W7220828215"},"language":"en","primary_location":{"id":"pmh:oai:currentsignreview.com:article/975","doi":null,"is_oa":true,"landing_page_url":"https://www.currentsignreview.com/index.php/JCS/article/view/975","pdf_url":"https://www.currentsignreview.com/index.php/JCS/article/download/975/942","source":{"id":"https://openalex.org/S5407043125","display_name":"Journal for Current Sign","issn_l":"3006-1490","issn":["3006-1490","3006-1504"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3006-1490","raw_type":"info:eu-repo/semantics/article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://www.currentsignreview.com/index.php/JCS/article/download/975/942","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5157371240","display_name":"Sana Campwala","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210093622","display_name":"Indus University","ror":"https://ror.org/00hqpmg61","country_code":"PK","type":"education","lineage":["https://openalex.org/I4210093622"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Sana Campwala","raw_affiliation_strings":["Department of media studies & Design, Faculty of Communication & Design, Indus University, Karachi, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of media studies & Design, Faculty of Communication & Design, Indus University, Karachi, Pakistan","institution_ids":["https://openalex.org/I4210093622"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5157371240"],"corresponding_institution_ids":["https://openalex.org/I4210093622"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.77160155,"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/T14414","display_name":"Artificial Intelligence in Education","score":0.6547999978065491,"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":0.6547999978065491,"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/T10672","display_name":"Design Education and Practice","score":0.13510000705718994,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14254","display_name":"Digital Media and Visual Art","score":0.05959999933838844,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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/generative-ai","display_name":"generative AI","score":0.8859999775886536},{"id":"https://openalex.org/keywords/co-creativity","display_name":"co-creativity","score":0.9860000014305115},{"id":"https://openalex.org/keywords/design-education","display_name":"design education","score":0.9890000224113464},{"id":"https://openalex.org/keywords/human-ai-collaboration","display_name":"human-AI collaboration","score":0.8519999980926514},{"id":"https://openalex.org/keywords/creative-agency","display_name":"creative agency","score":0.6470000147819519},{"id":"https://openalex.org/keywords/originality","display_name":"originality","score":0.6439999938011169},{"id":"https://openalex.org/keywords/artificial-intelligence-in-higher-education","display_name":"artificial intelligence in higher education","score":0.5809999704360962},{"id":"https://openalex.org/keywords/design-pedagogy","display_name":"design pedagogy","score":0.6340000033378601}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6093999743461609},{"id":"https://openalex.org/C11012388","wikidata":"https://www.wikidata.org/wiki/Q170658","display_name":"Creativity","level":2,"score":0.5734000205993652},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.5285999774932861},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.46639999747276306},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.45320001244544983},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4075999855995178},{"id":"https://openalex.org/C2779732396","wikidata":"https://www.wikidata.org/wiki/Q2207288","display_name":"Craft","level":2,"score":0.3959999978542328},{"id":"https://openalex.org/C47350684","wikidata":"https://www.wikidata.org/wiki/Q5157306","display_name":"Computational creativity","level":3,"score":0.39309999346733093},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.38280001282691956},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.36880001425743103},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.36500000953674316},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.35530000925064087},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.3449000120162964},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.33180001378059387},{"id":"https://openalex.org/C166052673","wikidata":"https://www.wikidata.org/wiki/Q83021","display_name":"Empirical evidence","level":2,"score":0.3312000036239624},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.32280001044273376},{"id":"https://openalex.org/C2776182711","wikidata":"https://www.wikidata.org/wiki/Q969040","display_name":"Creative industries","level":2,"score":0.3224000036716461},{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.3181999921798706},{"id":"https://openalex.org/C108170787","wikidata":"https://www.wikidata.org/wiki/Q3951828","display_name":"Agency (philosophy)","level":2,"score":0.31119999289512634},{"id":"https://openalex.org/C109986646","wikidata":"https://www.wikidata.org/wiki/Q546113","display_name":"Public policy","level":2,"score":0.30640000104904175},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3061999976634979},{"id":"https://openalex.org/C155911762","wikidata":"https://www.wikidata.org/wiki/Q422321","display_name":"Blueprint","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3003999888896942},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.2980000078678131},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C45012715","wikidata":"https://www.wikidata.org/wiki/Q746628","display_name":"Studio","level":2,"score":0.2858000099658966},{"id":"https://openalex.org/C148609458","wikidata":"https://www.wikidata.org/wiki/Q7021281","display_name":"Nexus (standard)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C91672089","wikidata":"https://www.wikidata.org/wiki/Q29583","display_name":"Fashion design","level":3,"score":0.27649998664855957},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.2567000091075897},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.25380000472068787},{"id":"https://openalex.org/C45357846","wikidata":"https://www.wikidata.org/wiki/Q2001982","display_name":"Notation","level":2,"score":0.25290000438690186}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:currentsignreview.com:article/975","doi":null,"is_oa":true,"landing_page_url":"https://www.currentsignreview.com/index.php/JCS/article/view/975","pdf_url":"https://www.currentsignreview.com/index.php/JCS/article/download/975/942","source":{"id":"https://openalex.org/S5407043125","display_name":"Journal for Current Sign","issn_l":"3006-1490","issn":["3006-1490","3006-1504"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3006-1490","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:currentsignreview.com:article/975","doi":null,"is_oa":true,"landing_page_url":"https://www.currentsignreview.com/index.php/JCS/article/view/975","pdf_url":"https://www.currentsignreview.com/index.php/JCS/article/download/975/942","source":{"id":"https://openalex.org/S5407043125","display_name":"Journal for Current Sign","issn_l":"3006-1490","issn":["3006-1490","3006-1504"],"is_oa":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3006-1490","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.975600004196167,"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/W7220828215.pdf","grobid_xml":"https://content.openalex.org/works/W7220828215.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W4400578758","https://openalex.org/W4410572297","https://openalex.org/W4411534454","https://openalex.org/W4414516486","https://openalex.org/W7134853026","https://openalex.org/W7169790394"],"related_works":["https://openalex.org/W7133565055","https://openalex.org/W7212215439","https://openalex.org/W7164022554","https://openalex.org/W7128075231","https://openalex.org/W7166584172","https://openalex.org/W7110123114","https://openalex.org/W4404209117","https://openalex.org/W7164479773","https://openalex.org/W7164848533","https://openalex.org/W7167327267"],"abstract_inverted_index":{"The":[0,253],"rapid":[1],"diffusion":[2],"of":[3,18,55,94,119,221,234,262],"generative":[4,163],"artificial":[5],"intelligence":[6],"(GenAI)":[7],"into":[8,268],"creative":[9,64,76,201],"disciplines":[10],"has":[11],"reframed":[12],"the":[13,60,72,87,92,95,105,117,125,167,193,218,222,273],"studio":[14],"as":[15,62,74],"a":[16,46,63,75,131,196,227,232,250,256],"space":[17],"human\u2013machine":[19],"collaboration,":[20],"nowhere":[21],"more":[22],"consequentially":[23],"than":[24,249],"in":[25],"textile":[26],"print-design":[27],"education,":[28],"where":[29],"ideation,":[30],"motif":[31],"creation,":[32],"and":[33,44,69,82,104,122,143,155,173,208,211,215,231,236],"print-making":[34],"are":[35],"increasingly":[36],"mediated":[37],"by":[38,170],"text-to-image":[39],"systems.":[40],"This":[41],"paper":[42,194],"develops":[43],"argues":[45],"conceptual":[47],"framework":[48],"that":[49,66,78,128,162,184,275],"distinguishes":[50],"two":[51],"fundamentally":[52],"different":[53],"modes":[54],"student":[56],"engagement":[57],"with":[58],"GenAI":[59,129,213,264],"tool":[61,73],"partner":[65],"augments":[67],"imagination":[68],"craft,":[70],"versus":[71],"proxy":[77],"substitutes":[79],"for":[80],"them":[81],"applies":[83],"this":[84,191],"distinction":[85],"to":[86,240,278],"Pakistani":[88,242],"higher-education":[89],"context":[90],"on":[91,245],"eve":[93],"Higher":[96,293],"Education":[97],"Commission\u2019s":[98],"mandatory":[99],"artificial-intelligence":[100],"curriculum":[101],"(Fall":[102],"2026)":[103],"National":[106],"Artificial":[107],"Intelligence":[108],"Policy":[109],"2025.":[110],"Synthesising":[111],"recent":[112],"empirical":[113],"evidence":[114],"(2024\u20132026)":[115],"through":[116],"lens":[118],"mixed-initiative":[120],"co-creativity":[121],"hybrid-intelligence":[123],"theory,":[124],"study":[126],"shows":[127],"produces":[130],"consistent":[132],"double-edged":[133],"effect:":[134],"it":[135],"enhances":[136],"ideation":[137],"speed,":[138],"idea":[139],"fluency,":[140],"output":[141,176],"volume,":[142],"novice":[144],"confidence,":[145],"while":[146],"simultaneously":[147],"depressing":[148],"felt":[149],"originality,":[150],"ownership,":[151],"independent":[152],"skill":[153],"formation,":[154],"collective":[156],"design":[157,175,243],"diversity.":[158],"Industry":[159],"data":[160],"indicate":[161],"tools":[164],"can":[165,265],"compress":[166],"concept-to-approval":[168],"cycle":[169],"roughly":[171],"two-thirds":[172],"multiply":[174],"several-fold,":[177],"yet":[178],"they":[179],"generate":[180],"unstructured":[181],"raster":[182],"outputs":[183],"still":[185],"require":[186],"substantial":[187],"human":[188],"authorship.":[189],"Against":[190],"backdrop,":[192],"proposes":[195],"five-construct":[197],"Creative-Partner":[198],"competency":[199],"model":[200],"agency,":[202],"domain":[203],"knowledge,":[204],"imagination,":[205],"aesthetic":[206],"taste,":[207],"critical":[209],"judgment":[210],"maps":[212],"affordances":[214],"risks":[216],"across":[217],"five":[219],"stages":[220],"textile-design":[223],"pipeline.":[224],"It":[225],"advances":[226],"mixed-methods":[228],"research":[229],"agenda":[230],"set":[233],"pedagogical":[235],"policy":[237],"recommendations":[238],"designed":[239],"keep":[241],"students":[244],"an":[246],"augmentation":[247],"rather":[248],"dependence":[251],"trajectory.":[252],"contribution":[254],"is":[255],"locally":[257],"grounded,":[258],"theoretically":[259],"anchored":[260],"account":[261],"how":[263],"be":[266],"integrated":[267],"creative-craft":[269],"education":[270,276],"without":[271],"eroding":[272],"originality":[274],"exists":[277],"cultivate.":[279],"Keywords:":[280],"Generative":[281],"Ai;":[282],"Co-Creativity;":[283],"Textile":[284],"Print":[285],"Design;":[286],"Design":[287],"Education;":[288],"Creativity;":[289],"Human\u2013Ai":[290],"Collaboration;":[291],"Pakistan;":[292],"Education.":[294]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-10-07T00:00:00"}
