{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,6]],"date-time":"2026-03-06T07:08:38Z","timestamp":1772780918003,"version":"3.50.1"},"reference-count":53,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,3,28]],"date-time":"2022-03-28T00:00:00Z","timestamp":1648425600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,3,28]],"date-time":"2022-03-28T00:00:00Z","timestamp":1648425600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022,3,28]]},"DOI":"10.1109\/educon52537.2022.9766797","type":"proceedings-article","created":{"date-parts":[[2022,5,11]],"date-time":"2022-05-11T20:32:32Z","timestamp":1652301152000},"page":"513-522","source":"Crossref","is-referenced-by-count":6,"title":["Factors Impacting Students\u2019 Creativity-related Self-efficacy in an Undergraduate Makerspace-based Course"],"prefix":"10.1109","author":[{"given":"S.","family":"Supraja","sequence":"first","affiliation":[{"name":"Nanyang Technological University,Singapore"}]},{"given":"Fun Siong","family":"Lim","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}]},{"given":"Sophia","family":"Tan","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}]},{"given":"Shen Yong","family":"Ho","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}]},{"given":"Beng Koon","family":"Ng","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}]},{"given":"Andy W. H.","family":"Khong","sequence":"additional","affiliation":[{"name":"Nanyang Technological University,Singapore"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1177\/1609406919887021"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/SAI.2015.7237168"},{"key":"ref33","first-page":"4171","article-title":"BERT: pre-training of deep bidirectional transformers for language understanding","author":"devlin","year":"2019","journal-title":"Proc Human Lang Tech Annual Conf North American Chap (NAACL-HLT)"},{"key":"ref32","first-page":"82","article-title":"Calculating, interpreting, and reporting cronbach&#x2019;s alpha reliability coefficient for likert-type scales","author":"gliem","year":"2003","journal-title":"Proc Conf Midwest Research-to-Prac Adult Cont Comm Edu"},{"key":"ref31","first-page":"1","article-title":"Impacts of a cross-institutional undergraduate research experience workshop on student understanding of and self-efficacy for research","author":"antonou","year":"2020","journal-title":"Problems Resources and Issues in Mathematics Undergraduate Studies"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON46332.2021.9454117"},{"key":"ref37","first-page":"2069","article-title":"A term extraction approach to survey analysis in health care","author":"robin","year":"2020","journal-title":"Proc Int Conference on Language Resources and Evaluation (LREC)"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.18260\/1-2--32125"},{"key":"ref35","first-page":"1113","article-title":"Analyzing open-ended survey questions using unsupervised learning methods","author":"wang","year":"2014","journal-title":"Proc Conf JSM Survey Research Methods Sect"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.18260\/1-2--29099"},{"key":"ref28","first-page":"1","article-title":"The invention studio: A university maker space and culture","author":"forest","year":"2014","journal-title":"Advances in Engg Edu"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.18260\/1-2--28533"},{"key":"ref29","doi-asserted-by":"crossref","first-page":"580","DOI":"10.2307\/256701","article-title":"Determinants of innovative behaviour: A path model of individual innovation in the workplace","volume":"37","author":"scott","year":"1994","journal-title":"Acad Mgmt J"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/LT.2017.8088125"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON46332.2021.9453938"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/WEEF-GEDC.2018.8629611"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.tsc.2017.01.004"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/FIE.2017.8190580"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1177\/21582440211020732"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.tsc.2018.11.003"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/FIE43999.2019.9028389"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON46332.2021.9453912"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1177\/0312896218792957"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s10763-019-09995-y"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.tsc.2020.100695"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1080\/10400419.2004.9651452"},{"key":"ref10","author":"hatch","year":"2014","journal-title":"The Maker Movement Manifesto Rules for innovation in the new world of crafters hackers and tinkerers"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TASLP.2021.3126937"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON.2018.8363350"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON.2019.8725080"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/LT.2017.8088123"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1111\/j.1464-0597.1997.tb01096.x"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1186\/s40594-021-00285-0"},{"key":"ref16","first-page":"2150006-1","article-title":"The makerspace phenomenon: A bibliometric review of literature (2012-2020)","volume":"18","author":"sharma","year":"2021","journal-title":"Journal of technology management &amp; innovation"},{"key":"ref17","first-page":"1252","article-title":"The integration of a maker program into engineering design courses","volume":"36","author":"jalal","year":"2020","journal-title":"Int J Engg Edu"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/EDUCON45650.2020.9125135"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/su13041670"},{"key":"ref4","article-title":"Criteria for accrediting engineering programs, 2020 - 2021 &#x2014; ABET","year":"2020"},{"key":"ref3","article-title":"The Future of Jobs Report","year":"2020","journal-title":"World Economic Forum"},{"key":"ref6","first-page":"1137","article-title":"Creative self-efficacy: its potential antecedents and relationship to creative performance","volume":"45","author":"tierny","year":"2002","journal-title":"The Academy of Management Journal"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1037\/0033-295X.84.2.191"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/B978-0-12-809790-8.00009-1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/10400419.2018.1411436"},{"key":"ref49","first-page":"721","article-title":"Supervisory styles and graduate student creativity: the mediating roles of creative self-efficacy and intrinsic motivation","volume":"42","author":"gu","year":"2017","journal-title":"J Studies Higher Education"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1037\/a0020952"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijer.2009.02.009"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.3390\/e21070660"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-8691.2010.00557.x"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.5465\/AMBPP.2018.75"},{"key":"ref42","first-page":"993","article-title":"Latent Dirichlet allocation","volume":"3","author":"blei","year":"2002","journal-title":"J Mach Learning Res"},{"key":"ref41","article-title":"NLTK:: nltk.sentiment.sentiment_analyzer module","year":"0"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2018.8461373"},{"key":"ref43","first-page":"56","article-title":"Toward the automatic labeling of course questions for ensuring their alignment with learning outcomes","author":"supraja","year":"2017","journal-title":"Proc 10th Int Conf Educational Data Mining (EDM)"}],"event":{"name":"2022 IEEE Global Engineering Education Conference (EDUCON)","location":"Tunis, Tunisia","start":{"date-parts":[[2022,3,28]]},"end":{"date-parts":[[2022,3,31]]}},"container-title":["2022 IEEE Global Engineering Education Conference (EDUCON)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9766427\/9766377\/09766797.pdf?arnumber=9766797","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,2,4]],"date-time":"2023-02-04T23:15:16Z","timestamp":1675552516000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9766797\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,3,28]]},"references-count":53,"URL":"https:\/\/doi.org\/10.1109\/educon52537.2022.9766797","relation":{},"subject":[],"published":{"date-parts":[[2022,3,28]]}}}