{"id":"https://openalex.org/W7117973846","doi":"https://doi.org/10.1007/978-3-032-09062-1_2","title":"Re-designing Higher Education in the Age of GenAI: A Case Study on the Transition to Design-Based Education","display_name":"Re-designing Higher Education in the Age of GenAI: A Case Study on the Transition to Design-Based Education","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7117973846","doi":"https://doi.org/10.1007/978-3-032-09062-1_2"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-09062-1_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-09062-1_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5121823865","display_name":"Laura-Maija Hero","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105644","display_name":"H\u00e4me University of Applied Sciences","ror":"https://ror.org/01eg9n443","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210105644"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Laura-Maija Hero","raw_affiliation_strings":["HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland"],"raw_orcid":"https://orcid.org/0000-0001-9637-7993","affiliations":[{"raw_affiliation_string":"HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland","institution_ids":["https://openalex.org/I4210105644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071002070","display_name":"Ulla-Maija Knuutti","orcid":"https://orcid.org/0000-0003-2976-1615"},"institutions":[{"id":"https://openalex.org/I4210105644","display_name":"H\u00e4me University of Applied Sciences","ror":"https://ror.org/01eg9n443","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210105644"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Ulla-Maija Knuutti","raw_affiliation_strings":["HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2976-1615","affiliations":[{"raw_affiliation_string":"HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland","institution_ids":["https://openalex.org/I4210105644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036273475","display_name":"Jari Jussila","orcid":"https://orcid.org/0000-0002-7337-1211"},"institutions":[{"id":"https://openalex.org/I4210105644","display_name":"H\u00e4me University of Applied Sciences","ror":"https://ror.org/01eg9n443","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210105644"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jari Jussila","raw_affiliation_strings":["HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland"],"raw_orcid":"https://orcid.org/0000-0002-7337-1211","affiliations":[{"raw_affiliation_string":"HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland","institution_ids":["https://openalex.org/I4210105644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110148980","display_name":"Martti Aho","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105644","display_name":"H\u00e4me University of Applied Sciences","ror":"https://ror.org/01eg9n443","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210105644"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Martti Aho","raw_affiliation_strings":["HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland"],"raw_orcid":"https://orcid.org/0009-0001-3416-8659","affiliations":[{"raw_affiliation_string":"HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland","institution_ids":["https://openalex.org/I4210105644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023570785","display_name":"Telle Hailikari","orcid":"https://orcid.org/0000-0002-1355-2985"},"institutions":[{"id":"https://openalex.org/I4210105644","display_name":"H\u00e4me University of Applied Sciences","ror":"https://ror.org/01eg9n443","country_code":"FI","type":"education","lineage":["https://openalex.org/I4210105644"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Telle Hailikari","raw_affiliation_strings":["HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland"],"raw_orcid":"https://orcid.org/0000-0002-1355-2985","affiliations":[{"raw_affiliation_string":"HAMK H\u00e4me University of Applied Science, H\u00e4meenlinna, Finland","institution_ids":["https://openalex.org/I4210105644"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5121823865"],"corresponding_institution_ids":["https://openalex.org/I4210105644"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01472689,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"17","last_page":"35"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.1784999966621399,"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"}},"topics":[{"id":"https://openalex.org/T10672","display_name":"Design Education and Practice","score":0.1784999966621399,"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/T13280","display_name":"Biomedical and Engineering Education","score":0.0989999994635582,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T14207","display_name":"Higher Education Practises and Engagement","score":0.09120000153779984,"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/curriculum","display_name":"Curriculum","score":0.7084000110626221},{"id":"https://openalex.org/keywords/higher-education","display_name":"Higher education","score":0.7006999850273132},{"id":"https://openalex.org/keywords/obstacle","display_name":"Obstacle","score":0.5770000219345093},{"id":"https://openalex.org/keywords/competence","display_name":"Competence (human resources)","score":0.5422000288963318},{"id":"https://openalex.org/keywords/originality","display_name":"Originality","score":0.4772999882698059},{"id":"https://openalex.org/keywords/multidisciplinary-approach","display_name":"Multidisciplinary approach","score":0.43459999561309814},{"id":"https://openalex.org/keywords/workload","display_name":"Workload","score":0.4300999939441681},{"id":"https://openalex.org/keywords/critical-thinking","display_name":"Critical thinking","score":0.39160001277923584}],"concepts":[{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.7084000110626221},{"id":"https://openalex.org/C120912362","wikidata":"https://www.wikidata.org/wiki/Q136822","display_name":"Higher education","level":2,"score":0.7006999850273132},{"id":"https://openalex.org/C2776650193","wikidata":"https://www.wikidata.org/wiki/Q264661","display_name":"Obstacle","level":2,"score":0.5770000219345093},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.5461000204086304},{"id":"https://openalex.org/C100521375","wikidata":"https://www.wikidata.org/wiki/Q2015382","display_name":"Competence (human resources)","level":2,"score":0.5422000288963318},{"id":"https://openalex.org/C2776950860","wikidata":"https://www.wikidata.org/wiki/Q2914681","display_name":"Originality","level":3,"score":0.4772999882698059},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.47029998898506165},{"id":"https://openalex.org/C22467394","wikidata":"https://www.wikidata.org/wiki/Q849359","display_name":"Multidisciplinary approach","level":2,"score":0.43459999561309814},{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.4300999939441681},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.39160001277923584},{"id":"https://openalex.org/C2779011557","wikidata":"https://www.wikidata.org/wiki/Q16911265","display_name":"Curriculum development","level":3,"score":0.36010000109672546},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.35350000858306885},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3361999988555908},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.3337000012397766},{"id":"https://openalex.org/C43540301","wikidata":"https://www.wikidata.org/wiki/Q689971","display_name":"Paradigm shift","level":2,"score":0.3264000117778778},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.3240000009536743},{"id":"https://openalex.org/C44877443","wikidata":"https://www.wikidata.org/wiki/Q2485457","display_name":"Science education","level":2,"score":0.3172000050544739},{"id":"https://openalex.org/C164065428","wikidata":"https://www.wikidata.org/wiki/Q1201929","display_name":"Core competency","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C142778471","wikidata":"https://www.wikidata.org/wiki/Q1200670","display_name":"Design thinking","level":2,"score":0.3019999861717224},{"id":"https://openalex.org/C2781285556","wikidata":"https://www.wikidata.org/wiki/Q1820370","display_name":"Learning styles","level":2,"score":0.3000999987125397},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.299699991941452},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.2980000078678131},{"id":"https://openalex.org/C15302153","wikidata":"https://www.wikidata.org/wiki/Q470863","display_name":"Employability","level":2,"score":0.2913999855518341},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.25679999589920044},{"id":"https://openalex.org/C509550671","wikidata":"https://www.wikidata.org/wiki/Q126945","display_name":"Medical education","level":1,"score":0.25450000166893005}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-09062-1_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-09062-1_2","pdf_url":null,"source":{"id":"https://openalex.org/S4210188945","display_name":"Springer proceedings in complexity","issn_l":"2213-8684","issn":["2213-8684","2213-8692"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Springer Proceedings in Complexity","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6274741888046265,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1876037941","https://openalex.org/W1968415263","https://openalex.org/W1979290264","https://openalex.org/W1982774606","https://openalex.org/W1992007257","https://openalex.org/W2006940203","https://openalex.org/W2018515395","https://openalex.org/W2038454365","https://openalex.org/W2067404301","https://openalex.org/W2130604042","https://openalex.org/W2153099371","https://openalex.org/W2200633039","https://openalex.org/W2606900880","https://openalex.org/W2744149762","https://openalex.org/W2749453326","https://openalex.org/W2765580768","https://openalex.org/W2945197931","https://openalex.org/W2964086030","https://openalex.org/W3004738584","https://openalex.org/W3118710116","https://openalex.org/W3137370923","https://openalex.org/W4205852792","https://openalex.org/W4224322889","https://openalex.org/W4306953239","https://openalex.org/W4321596574","https://openalex.org/W4322617812","https://openalex.org/W4324283860","https://openalex.org/W4366818952","https://openalex.org/W4367055231","https://openalex.org/W4382313633","https://openalex.org/W4386098991","https://openalex.org/W4387162877","https://openalex.org/W4392165770","https://openalex.org/W4399204342","https://openalex.org/W4399916428","https://openalex.org/W4400113227","https://openalex.org/W4400566596","https://openalex.org/W4401888274","https://openalex.org/W4405318562","https://openalex.org/W4405586205","https://openalex.org/W4405883489"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2026-01-02T00:00:00"}
