Envisioning the incorporation of Generative Artificial Intelligence into future product design education: Insights from practitioners, educators, and students

The advancement of Generative Artificial Intelligence (GenAI) has introduced diverse opportunities and challenges in product design, demanding a corresponding evolution in design education. This study investigated GenAI's roles in product design and its implications for design education through...

Full description

Saved in:
Bibliographic Details
Published in:The Design journal Vol. 28; no. 2; pp. 346 - 366
Main Authors: Gao, Weiyue, Mei, Yihan, Duh, Henry, Zhou, Zhibin
Format: Journal Article
Language:English
Published: Oxford Routledge 04.03.2025
Taylor & Francis Ltd
Subjects:
ISSN:1460-6925, 1756-3062
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract The advancement of Generative Artificial Intelligence (GenAI) has introduced diverse opportunities and challenges in product design, demanding a corresponding evolution in design education. This study investigated GenAI's roles in product design and its implications for design education through semi-structured interviews with 24 participants, comprising practitioners, educators, and students, who had hands-on experience leveraging GenAI in design. Through thematic analysis, we identified critical functions of GenAI in product design, including generating inspiration, exploring potential solutions, conducting prototyping, performing evaluations, finalizing detailed outputs, and serving as design materials, presenting both opportunities and challenges. Moreover, fully incorporating GenAI in product design requires adaptation in educational initiatives, including capability development, curriculum content, and assessment methods. This study provides insights from a multi-stakeholder perspective, revealing the roles of GenAI in product design and advancing educational curricula to prepare the next-generation designers to be proficient in effectively leveraging GenAI for innovation.
AbstractList The advancement of Generative Artificial Intelligence (GenAI) has introduced diverse opportunities and challenges in product design, demanding a corresponding evolution in design education. This study investigated GenAI’s roles in product design and its implications for design education through semi-structured interviews with 24 participants, comprising practitioners, educators, and students, who had hands-on experience leveraging GenAI in design. Through thematic analysis, we identified critical functions of GenAI in product design, including generating inspiration, exploring potential solutions, conducting prototyping, performing evaluations, finalizing detailed outputs, and serving as design materials, presenting both opportunities and challenges. Moreover, fully incorporating GenAI in product design requires adaptation in educational initiatives, including capability development, curriculum content, and assessment methods. This study provides insights from a multi-stakeholder perspective, revealing the roles of GenAI in product design and advancing educational curricula to prepare the next-generation designers to be proficient in effectively leveraging GenAI for innovation.
Author Gao, Weiyue
Zhou, Zhibin
Duh, Henry
Mei, Yihan
Author_xml – sequence: 1
  givenname: Weiyue
  surname: Gao
  fullname: Gao, Weiyue
  organization: The PolyU-NVIDIA Joint Research Centre, The Hong Kong Polytechnic University
– sequence: 2
  givenname: Yihan
  surname: Mei
  fullname: Mei, Yihan
  organization: The PolyU-NVIDIA Joint Research Centre, The Hong Kong Polytechnic University
– sequence: 3
  givenname: Henry
  surname: Duh
  fullname: Duh, Henry
  organization: The PolyU-NVIDIA Joint Research Centre, The Hong Kong Polytechnic University
– sequence: 4
  givenname: Zhibin
  orcidid: 0000-0001-9545-3763
  surname: Zhou
  fullname: Zhou, Zhibin
  organization: The PolyU-NVIDIA Joint Research Centre, The Hong Kong Polytechnic University
BookMark eNqFkc9O3DAQxq2KSgXKIyBZ6rVZxk7sJO0FhPgnIfVQ7pbXGS9GWXtrOyBehmfFYbcXDuCLZ8bfbzyj74Ds-eCRkGMGCwYdnLBGguy5WHDgzYI3tWih_kL2WStkVYPkeyUummoWfSNHKT1AOTXveiH3ycuFf3TJBe_8iuZ7pM6bEDch6lyKNFh6hR7n7BHpWczOOuP0SG98xnF0K_RmZnKgdspTRLqJYZhMpgMmt_IUS_LW6ldBSuU-J2pjWBedNtnNLxjTz50uzKH2A015GtDn9J18tXpMeLS7D8nfy4u78-vq9s_VzfnZbWUaBrkS0vatEGWtFrS0LVjWYbNcShhMI7mwsNSW6Q5QIGPQAhuGhtXYGxAc60PyY9u1DP9vwpTVQ5iiLx-qmvV11woOoqh-b1UmhpQiWmVcftstR-1GxUDNjqj_jqjZEbVzpNDiHb2Jbq3j86fc6ZZz3oa41k8hjoPK-nkM0UbtjZuH_LDFKz75p6c
CitedBy_id crossref_primary_10_1080_14606925_2025_2475654
crossref_primary_10_3389_fpsyg_2025_1624182
crossref_primary_10_1007_s00146_025_02504_6
Cites_doi 10.1145/3487664.3487696
10.1080/07370024.2024.2420991
10.1007/s10639-023-12150-4
10.1016/j.learninstruc.2024.101929
10.1007/s10639-024-12549-7
10.1145/3596454.3597176
10.1145/3544548.3580688
10.1145/3563657.3596098
10.5040/9781474293884
10.1145/3491101.3519863
10.1016/j.destud.2021.101031
10.1145/3583131.3590351
10.1017/S0890060421000391
10.61969/jai.1337500
10.1145/3585088.3593867
10.1080/10494820.2023.2253861
10.1016/j.destud.2024.101253
10.1177/20965311231168423
10.21606/iasdr.2023.168
10.1145/3491102.3501931
10.1145/3613904.3642266
10.1145/3520312.3534862
10.1080/10447318.2024.2370635
10.3390/su142114358
10.1145/3563657.3596014
10.1145/3544549.3585628
10.1016/0142-694X(82)90040-0
10.1145/3613904.3642472
10.1186/s41239-023-00434-1
10.1145/3544548.3580907
10.1016/j.sheji.2019.12.002
10.59232/AIR-V1I1P103
ContentType Journal Article
Copyright 2024 Informa UK Limited, trading as Taylor & Francis Group 2024
2024 Informa UK Limited, trading as Taylor & Francis Group
Copyright_xml – notice: 2024 Informa UK Limited, trading as Taylor & Francis Group 2024
– notice: 2024 Informa UK Limited, trading as Taylor & Francis Group
DBID AAYXX
CITATION
F29
DOI 10.1080/14606925.2024.2435703
DatabaseName CrossRef
Design & Applied Arts Index (DAAI)
DatabaseTitle CrossRef
Design and Applied Arts Index (DAAI)
DatabaseTitleList Design and Applied Arts Index (DAAI)

DeliveryMethod fulltext_linktorsrc
Discipline Visual Arts
Education
EISSN 1756-3062
EndPage 366
ExternalDocumentID 10_1080_14606925_2024_2435703
2435703
Genre Research Article
GrantInformation_xml – fundername: Hong Kong Polytechnic University
  grantid: P0045910; P0045406; P0046516; P0042736; P0046486
GroupedDBID 0BK
0R~
29F
4.4
499
7C0
7C~
7~O
7~P
7~Q
AACJB
AAGDL
AAHIA
AAMFJ
AAMIU
AAPUL
AAVLJ
AAZMC
ABCCY
ABFIM
ABJNI
ABLIJ
ABPEM
ABTAI
ABXUL
ABXYU
ACGFS
ACIWK
ACTIO
ACTOA
ADAHI
ADCVX
ADKVQ
AECIN
AEFOU
AEISY
AEMXT
AEYOC
AEZRU
AFPWQ
AFRVT
AGDLA
AGRBW
AHDZW
AIJEM
AIYEW
AKBVH
ALMA_UNASSIGNED_HOLDINGS
ALQZU
AOSMV
AWYRJ
BEJHT
BLEHA
BMOTO
BOHLJ
CCCUG
DGFLZ
DKSSO
DU5
EBS
FC~
FE.
H13
IPNFZ
KYCEM
LJTGL
M4Z
O9-
P2P
PQQKQ
RIG
RNANH
ROSJB
RSYQP
STATR
TASJS
TBQAZ
TEA
TFH
TFL
TFW
TNTFI
TRJHH
TUROJ
~XQ
AAYXX
CITATION
F29
ID FETCH-LOGICAL-c410t-56f975500370a6f70f18e4bb60dc4625f0baf1a80e5e110701dd413e9c052e3
IEDL.DBID TFW
ISICitedReferencesCount 8
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=001378963100001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 1460-6925
IngestDate Sat Nov 01 15:17:18 EDT 2025
Tue Nov 18 22:04:20 EST 2025
Sat Nov 29 07:59:00 EST 2025
Mon Oct 20 23:46:45 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 2
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c410t-56f975500370a6f70f18e4bb60dc4625f0baf1a80e5e110701dd413e9c052e3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0001-9545-3763
PQID 3193875205
PQPubID 2043359
PageCount 21
ParticipantIDs crossref_citationtrail_10_1080_14606925_2024_2435703
crossref_primary_10_1080_14606925_2024_2435703
proquest_journals_3193875205
informaworld_taylorfrancis_310_1080_14606925_2024_2435703
PublicationCentury 2000
PublicationDate 2025-03-04
PublicationDateYYYYMMDD 2025-03-04
PublicationDate_xml – month: 03
  year: 2025
  text: 2025-03-04
  day: 04
PublicationDecade 2020
PublicationPlace Oxford
PublicationPlace_xml – name: Oxford
PublicationTitle The Design journal
PublicationYear 2025
Publisher Routledge
Taylor & Francis Ltd
Publisher_xml – name: Routledge
– name: Taylor & Francis Ltd
References e_1_3_2_27_1
e_1_3_2_28_1
e_1_3_2_29_1
e_1_3_2_20_1
e_1_3_2_41_1
e_1_3_2_21_1
e_1_3_2_22_1
e_1_3_2_23_1
e_1_3_2_24_1
e_1_3_2_25_1
e_1_3_2_26_1
Ho J. C. F. (e_1_3_2_17_1) 2024
e_1_3_2_40_1
Cagan J. (e_1_3_2_3_1) 2013
e_1_3_2_16_1
e_1_3_2_39_1
e_1_3_2_9_1
e_1_3_2_38_1
e_1_3_2_8_1
e_1_3_2_18_1
e_1_3_2_7_1
e_1_3_2_19_1
e_1_3_2_2_1
e_1_3_2_31_1
Zhou Z. (e_1_3_2_37_1) 2019
e_1_3_2_30_1
e_1_3_2_10_1
e_1_3_2_33_1
e_1_3_2_11_1
e_1_3_2_32_1
e_1_3_2_12_1
e_1_3_2_35_1
e_1_3_2_5_1
Chung J. J. Y. (e_1_3_2_6_1) 2022
e_1_3_2_13_1
e_1_3_2_34_1
e_1_3_2_4_1
e_1_3_2_14_1
e_1_3_2_15_1
e_1_3_2_36_1
References_xml – ident: e_1_3_2_12_1
  doi: 10.1145/3487664.3487696
– start-page: 1
  volume-title: DRS
  year: 2024
  ident: e_1_3_2_17_1
– ident: e_1_3_2_39_1
  doi: 10.1080/07370024.2024.2420991
– start-page: 1
  volume-title: ACM
  year: 2022
  ident: e_1_3_2_6_1
– ident: e_1_3_2_21_1
  doi: 10.1007/s10639-023-12150-4
– ident: e_1_3_2_18_1
  doi: 10.1016/j.learninstruc.2024.101929
– ident: e_1_3_2_4_1
  doi: 10.1007/s10639-024-12549-7
– ident: e_1_3_2_41_1
– ident: e_1_3_2_10_1
– ident: e_1_3_2_30_1
  doi: 10.1145/3596454.3597176
– volume-title: Creating Breakthrough Products: Revealing the Secrets That Drive Global Innovation
  year: 2013
  ident: e_1_3_2_3_1
– ident: e_1_3_2_15_1
  doi: 10.1145/3544548.3580688
– ident: e_1_3_2_35_1
– ident: e_1_3_2_22_1
  doi: 10.1145/3563657.3596098
– ident: e_1_3_2_9_1
  doi: 10.5040/9781474293884
– ident: e_1_3_2_13_1
  doi: 10.1145/3491101.3519863
– ident: e_1_3_2_27_1
  doi: 10.1016/j.destud.2021.101031
– start-page: 1
  volume-title: ACM
  year: 2019
  ident: e_1_3_2_37_1
– ident: e_1_3_2_20_1
  doi: 10.1145/3583131.3590351
– ident: e_1_3_2_33_1
  doi: 10.1017/S0890060421000391
– ident: e_1_3_2_2_1
  doi: 10.61969/jai.1337500
– ident: e_1_3_2_16_1
  doi: 10.1145/3585088.3593867
– ident: e_1_3_2_5_1
  doi: 10.1080/10494820.2023.2253861
– ident: e_1_3_2_7_1
  doi: 10.1016/j.destud.2024.101253
– ident: e_1_3_2_32_1
  doi: 10.1177/20965311231168423
– ident: e_1_3_2_40_1
  doi: 10.21606/iasdr.2023.168
– ident: e_1_3_2_19_1
  doi: 10.1145/3491102.3501931
– ident: e_1_3_2_31_1
  doi: 10.1145/3613904.3642266
– ident: e_1_3_2_36_1
  doi: 10.1145/3520312.3534862
– ident: e_1_3_2_38_1
  doi: 10.1080/10447318.2024.2370635
– ident: e_1_3_2_24_1
  doi: 10.3390/su142114358
– ident: e_1_3_2_34_1
  doi: 10.1145/3563657.3596014
– ident: e_1_3_2_29_1
  doi: 10.1145/3544549.3585628
– ident: e_1_3_2_8_1
  doi: 10.1016/0142-694X(82)90040-0
– ident: e_1_3_2_14_1
  doi: 10.1145/3613904.3642472
– ident: e_1_3_2_11_1
  doi: 10.1186/s41239-023-00434-1
– ident: e_1_3_2_26_1
– ident: e_1_3_2_28_1
  doi: 10.1145/3544548.3580907
– ident: e_1_3_2_25_1
  doi: 10.1016/j.sheji.2019.12.002
– ident: e_1_3_2_23_1
  doi: 10.59232/AIR-V1I1P103
SSID ssj0000328956
Score 2.3579895
Snippet The advancement of Generative Artificial Intelligence (GenAI) has introduced diverse opportunities and challenges in product design, demanding a corresponding...
SourceID proquest
crossref
informaworld
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 346
SubjectTerms AI-generated content
Artificial intelligence
Curricula
Curriculum development
Design education
Education
Generative artificial intelligence
Generative Artificial Intelligence (GenAI)
large language models
Product design
Prototyping
Students
Title Envisioning the incorporation of Generative Artificial Intelligence into future product design education: Insights from practitioners, educators, and students
URI https://www.tandfonline.com/doi/abs/10.1080/14606925.2024.2435703
https://www.proquest.com/docview/3193875205
Volume 28
WOSCitedRecordID wos001378963100001&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVAWR
  databaseName: Taylor and Francis Online Journals
  customDbUrl:
  eissn: 1756-3062
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0000328956
  issn: 1460-6925
  databaseCode: TFW
  dateStart: 19970701
  isFulltext: true
  titleUrlDefault: https://www.tandfonline.com
  providerName: Taylor & Francis
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ1LS8QwEICDiAc9-Bbf5ODRrmmatBtvIi56WQRFvZU2D1gQdzHVn-NvdaZJl11E9qD0UkonbdNkJjNMviHkTGgr-kzpxBnDE1HDGq7iSMvTXOrMMFlnri02UQyH_ZcXdR-zCX1Mq0Qf2gVQRKurcXJXte8y4i5gcrNccQneHRc9Dga_aHmfYPpxaj4OnqdRFqTFKRm3GIGfBFLdNp7fGpozUHP40h_qurVBg41_ePtNsh4XoPQqjJgtsmTftsna08h_hKt-h3xh3QEfArUUFogUCQ4BeAwX6djRAKtGTdk2FCgU9G4G7wkyzZgGYgmdBKwsNW26CLVdUskliHiMDniK21zoZAae5M_jfWM8ha-lPmA4_S55GNw8Xt8msY5DokXKmkTmThXgCbGsYFXuCubSvhV1nTOjBfhfjtWVS6s-s9KiO8pSY8C2WqWZ5DbbI8tv8Nx9Qh3TzHKVp7mRQoCurYUycFSi5grs7QER3a8rdUScY6WN1zKNJNSu80vs_DJ2_gHpTcUmgfGxSEDNjouyaYMrLlRCKbMFssfdICqjukARlYHjyJk8_EPTR2SVY3VizJATx2S5ef-wJ2RFfzYj_37aToxvOhUKfg
linkProvider Taylor & Francis
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ1LS8QwEICDqKAefItvc_BoNU2TduNNxGUXdS8u6q20ecCCuIup_hx_qzNNKysiHpReSumkbZrMZIbJN4QcC21FhykdOWN4JEpYwxUcaXmaS50YJsvE1cUmssGg8_iopvfCYFol-tAugCJqXY2TG4PRbUrcGcxuliouwb3j4pSDxc8Q-DknwdYiP3_YffiMsyAvTslmkxF4SiDWbuT5qaUvJuoLwPSbwq6tUHflP95_lSw3a1B6EQbNGpmxz-tk6X7kX8NVv0HesfSAD7FaCmtEihCHwDyGi3TsaOBVo7KsGwogCtqfInyCTDWmAVpCJ4EsS02dMUJtm1dyDiIeAwSe4k4XOpniJ_mT5r4xnsLnUh9InH6T3HWvhpe9qCnlEGkRsyqSqVMZOEMsyViRuoy5uGNFWabMaAEumGNl4eKiw6y06JGy2Bgwr1ZpJrlNtsjsMzx3m1DHNLNcpXFqpBCgbkuhDByFKLkCk7tDRPvvct1QzrHYxlMeNzDUtvNz7Py86fwdcvopNgmYj98E1PTAyKs6vuJCMZQ8-UV2vx1FeaMxUEQl4DtyJnf_0PQRWegNb2_ym_7geo8scixWjAlzYp_MVi-v9oDM67dq5F8O61nyARM_Dqg
linkToPdf http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwrZ1bS-QwFICDqMj64Hpb1PWSBx-tpmnSTvZNVgcHZRAU9a20ucDA4gym-nP8rZ7TpMOIiA8ufSmlJ23T5FzCyXcIORTaih5TOnHG8ETU4MNVHGl5mkudGSbrzLXFJorhsPfwoK5jNqGPaZUYQ7sAimh1NU7uiXFdRtwJTG6WKy4huuPimIPBL5D3uQCuc46D_LZ_P11mQVycknGPEQRKINbt4_mspXcW6h2_9IO-bo1Q_-d_eP1VshI9UHoahswambOP62T5buSfw1W_QV6x8IAPK7UUPESKCIdAPIaLdOxooFWjqmwbChgKOpjhe4JMM6YBWUIngStLTZsvQm2XVfIHRDwuD3iK-1zoZIae5I_ifWM8ha-lPnA4_Sa56Z_f_r1IYiGHRIuUNYnMnSogFGJZwarcFcylPSvqOmdGCwjAHKsrl1Y9ZqXFeJSlxoBxtUozyW32i8w_wnO3CHVMM8tVnuZGCgHKthbKwFGJmiswuNtEdL-u1JFxjqU2_pVpRKF2nV9i55ex87fJ8VRsEiAfXwmo2XFRNu3qigulUMrsC9ndbhCVUV-giMogcuRM7nyj6QOydH3WL68Gw8vf5AfHSsWYLSd2yXzz9Gz3yKJ-aUb-ab-dI2_UsQ1a
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Envisioning+the+incorporation+of+Generative+Artificial+Intelligence+into+future+product+design+education%3A+Insights+from+practitioners%2C+educators%2C+and+students&rft.jtitle=The+Design+journal&rft.au=Gao%2C+Weiyue&rft.au=Mei%2C+Yihan&rft.au=Duh%2C+Henry&rft.au=Zhou%2C+Zhibin&rft.date=2025-03-04&rft.issn=1460-6925&rft.eissn=1756-3062&rft.volume=28&rft.issue=2&rft.spage=346&rft.epage=366&rft_id=info:doi/10.1080%2F14606925.2024.2435703&rft.externalDBID=n%2Fa&rft.externalDocID=10_1080_14606925_2024_2435703
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1460-6925&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1460-6925&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1460-6925&client=summon