{"id":"https://openalex.org/W1500004531","doi":"https://doi.org/10.1109/fie.2014.7043999","title":"Using textual analysis with concept inventories to identify root causes of misconceptions","display_name":"Using textual analysis with concept inventories to identify root causes of misconceptions","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W1500004531","doi":"https://doi.org/10.1109/fie.2014.7043999","mag":"1500004531"},"language":"en","primary_location":{"id":"doi:10.1109/fie.2014.7043999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2014.7043999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Frontiers in Education Conference (FIE) Proceedings","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://researchoutput.csu.edu.au/en/publications/9b1828da-5072-4133-b33e-d8885eb86de2","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055180959","display_name":"Andrea Goncher","orcid":"https://orcid.org/0000-0002-1913-408X"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrea Goncher","raw_affiliation_strings":["School of Electrical Engineering & Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering & Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079274437","display_name":"Wageeh Boles","orcid":"https://orcid.org/0000-0002-5093-2952"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wageeh Boles","raw_affiliation_strings":["School of Electrical Engineering & Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering & Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077466003","display_name":"Dhammika Jayalath","orcid":"https://orcid.org/0000-0001-6130-0275"},"institutions":[{"id":"https://openalex.org/I160993911","display_name":"Queensland University of Technology","ror":"https://ror.org/03pnv4752","country_code":"AU","type":"education","lineage":["https://openalex.org/I160993911"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dhammika Jayalath","raw_affiliation_strings":["School of Electrical Engineering & Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering & Computer Science, Queensland University of Technology, Brisbane, Queensland, Australia","institution_ids":["https://openalex.org/I160993911"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I160993911"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.08330598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12887","display_name":"Educational Strategies and Epistemologies","score":0.891700029373169,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12887","display_name":"Educational Strategies and Epistemologies","score":0.891700029373169,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10072","display_name":"Science Education and Pedagogy","score":0.8835999965667725,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.8216000199317932,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/formative-assessment","display_name":"Formative assessment","score":0.8056648969650269},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.6111711859703064},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5875579118728638},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5433651804924011},{"id":"https://openalex.org/keywords/root","display_name":"Root (linguistics)","score":0.5116408467292786},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.49350059032440186},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.47994711995124817},{"id":"https://openalex.org/keywords/root-cause","display_name":"Root cause","score":0.45817041397094727},{"id":"https://openalex.org/keywords/concept-map","display_name":"Concept map","score":0.4575779139995575},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.43840619921684265},{"id":"https://openalex.org/keywords/test","display_name":"Test (biology)","score":0.42660757899284363},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.37653088569641113},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3367660939693451},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32710424065589905},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3244861960411072},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2827973961830139},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.16500455141067505},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16436129808425903},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08967676758766174}],"concepts":[{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.8056648969650269},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.6111711859703064},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5875579118728638},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5433651804924011},{"id":"https://openalex.org/C171078966","wikidata":"https://www.wikidata.org/wiki/Q111029","display_name":"Root (linguistics)","level":2,"score":0.5116408467292786},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.49350059032440186},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.47994711995124817},{"id":"https://openalex.org/C84945661","wikidata":"https://www.wikidata.org/wiki/Q7366567","display_name":"Root cause","level":2,"score":0.45817041397094727},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.4575779139995575},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.43840619921684265},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.42660757899284363},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.37653088569641113},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3367660939693451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32710424065589905},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3244861960411072},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2827973961830139},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.16500455141067505},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16436129808425903},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08967676758766174},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/fie.2014.7043999","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie.2014.7043999","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Frontiers in Education Conference (FIE) Proceedings","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/9b1828da-5072-4133-b33e-d8885eb86de2","is_oa":true,"landing_page_url":"https://researchoutput.csu.edu.au/en/publications/9b1828da-5072-4133-b33e-d8885eb86de2","pdf_url":null,"source":{"id":"https://openalex.org/S7407055442","display_name":"Charles Sturt University Research Output (CRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Goncher, A, Boles, W & Jayalath, D 2014, Using textual analysis with Concept Inventories to identify root causes of misconceptions. in FIE 2014 : Opening Doors to Innovation and Internationalization in Engineering Education. IEEE, Institute of Electrical and Electronics Engineers, pp. 71-74, 44th Annual Frontiers in Education Conference, Madrid, Spain, 22/10/14. < http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7043999 >","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:eprints.qut.edu.au:78791","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402607","display_name":"QUT ePrints (Queensland University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I160993911","host_organization_name":"Queensland University of Technology","host_organization_lineage":["https://openalex.org/I160993911"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2014 IEEE Frontiers in Education Conference Proceedings","raw_type":"Chapter in Book, Report or Conference volume"},{"id":"mag:1500004531","is_oa":false,"landing_page_url":"https://eprints.qut.edu.au/78791/","pdf_url":null,"source":{"id":"https://openalex.org/S2764552960","display_name":"Science & Engineering Faculty","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Science & Engineering Faculty","raw_type":null}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/9b1828da-5072-4133-b33e-d8885eb86de2","is_oa":true,"landing_page_url":"https://researchoutput.csu.edu.au/en/publications/9b1828da-5072-4133-b33e-d8885eb86de2","pdf_url":null,"source":{"id":"https://openalex.org/S7407055442","display_name":"Charles Sturt University Research Output (CRO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Goncher, A, Boles, W & Jayalath, D 2014, Using textual analysis with Concept Inventories to identify root causes of misconceptions. in FIE 2014 : Opening Doors to Innovation and Internationalization in Engineering Education. IEEE, Institute of Electrical and Electronics Engineers, pp. 71-74, 44th Annual Frontiers in Education Conference, Madrid, Spain, 22/10/14. < http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7043999 >","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8299999833106995}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1985742226","https://openalex.org/W2073725417","https://openalex.org/W2105406479","https://openalex.org/W2147763969","https://openalex.org/W6736106189","https://openalex.org/W6785022735"],"related_works":["https://openalex.org/W2590604884","https://openalex.org/W140000354","https://openalex.org/W2010616334","https://openalex.org/W2569779896","https://openalex.org/W2774397945","https://openalex.org/W2055997098","https://openalex.org/W2781072522","https://openalex.org/W2028108005","https://openalex.org/W1563546213","https://openalex.org/W1993116166","https://openalex.org/W2421220202","https://openalex.org/W2017792173","https://openalex.org/W236716666","https://openalex.org/W3211193064","https://openalex.org/W2580074565","https://openalex.org/W2885635790","https://openalex.org/W2180124751","https://openalex.org/W2612769281","https://openalex.org/W3012786010","https://openalex.org/W2292656747"],"abstract_inverted_index":{"Engineers":[0],"must":[1],"have":[2,38],"deep":[3],"and":[4,11,22,37,41,60,95,118,141,148,171],"accurate":[5],"conceptual":[6,20,46,146],"understanding":[7,21],"of":[8,18,82,113,116,151,161],"their":[9,123,174],"field":[10],"Concept":[12],"inventories":[13],"(CIs)":[14],"are":[15],"one":[16],"method":[17],"assessing":[19,170],"providing":[23],"formative":[24],"feedback.":[25],"Current":[26],"CI":[27,85],"tests":[28],"use":[29],"Multiple":[30],"Choice":[31],"Questions":[32],"(MCQ)":[33],"to":[34,44,66,73,109,167],"identify":[35],"misconceptions":[36],"undergone":[39],"reliability":[40],"validity":[42],"testing":[43],"assess":[45],"understanding.":[47,176],"However,":[48],"they":[49],"do":[50,62],"not":[51,63],"readily":[52],"provide":[53],"the":[54,79,93,101,111,120,126,131,159,162],"diagnostic":[55,84],"information":[56],"about":[57],"students'":[58],"reasoning":[59],"therefore":[61],"effectively":[64],"point":[65],"specific":[67],"actions":[68],"that":[69,136,158],"can":[70],"be":[71],"taken":[72],"improve":[74],"student":[75,152],"learning.":[76],"We":[77,98],"piloted":[78],"textual":[80,102,127,163],"component":[81,164],"our":[83],"on":[86,173],"electrical":[87],"engineering":[88],"students":[89,121,137,168],"using":[90,104,125],"items":[91],"from":[92,130],"signals":[94],"systems":[96],"CI.":[97],"then":[99],"analysed":[100],"responses":[103],"automated":[105,132],"lexical":[106],"analysis":[107,134],"software":[108,117],"test":[110],"effectiveness":[112],"these":[114],"types":[115],"interviewed":[119],"regarding":[122],"experience":[124],"component.":[128],"Results":[129],"text":[133],"revealed":[135,157],"held":[138],"both":[139],"incorrect":[140],"correct":[142],"ideas":[143],"for":[144],"certain":[145],"areas":[147],"provided":[149],"indications":[150],"misconceptions.":[153],"User":[154],"feedback":[155],"also":[156],"inclusion":[160],"is":[165],"helpful":[166],"in":[169],"reflecting":[172],"own":[175]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}