{"id":"https://openalex.org/W2087201900","doi":"https://doi.org/10.1109/educon.2014.6826132","title":"Fostering computational thinking in engineering education: Challenges, examples, and best practices","display_name":"Fostering computational thinking in engineering education: Challenges, examples, and best practices","publication_year":2014,"publication_date":"2014-04-01","ids":{"openalex":"https://openalex.org/W2087201900","doi":"https://doi.org/10.1109/educon.2014.6826132","mag":"2087201900"},"language":"en","primary_location":{"id":"doi:10.1109/educon.2014.6826132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2014.6826132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"},"type":"article","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/A5042159463","display_name":"Sebastian Gro\u00df","orcid":"https://orcid.org/0000-0002-5627-9341"},"institutions":[{"id":"https://openalex.org/I887054487","display_name":"MathWorks (United States)","ror":"https://ror.org/01n8qtk87","country_code":"US","type":"company","lineage":["https://openalex.org/I887054487"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sebastian Gross","raw_affiliation_strings":["MathWorks GmbH, Ismaning, Germany","[Mathworks GmbH, Ismaning, Germany]"],"affiliations":[{"raw_affiliation_string":"MathWorks GmbH, Ismaning, Germany","institution_ids":[]},{"raw_affiliation_string":"[Mathworks GmbH, Ismaning, Germany]","institution_ids":["https://openalex.org/I887054487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015615332","display_name":"Mischa Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I887054487","display_name":"MathWorks (United States)","ror":"https://ror.org/01n8qtk87","country_code":"US","type":"company","lineage":["https://openalex.org/I887054487"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mischa Kim","raw_affiliation_strings":["MathWorks GmbH, Ismaning, Germany","[Mathworks GmbH, Ismaning, Germany]"],"affiliations":[{"raw_affiliation_string":"MathWorks GmbH, Ismaning, Germany","institution_ids":[]},{"raw_affiliation_string":"[Mathworks GmbH, Ismaning, Germany]","institution_ids":["https://openalex.org/I887054487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085941471","display_name":"Joachim Schlosser","orcid":"https://orcid.org/0000-0002-8142-2648"},"institutions":[{"id":"https://openalex.org/I887054487","display_name":"MathWorks (United States)","ror":"https://ror.org/01n8qtk87","country_code":"US","type":"company","lineage":["https://openalex.org/I887054487"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joachim Schlosser","raw_affiliation_strings":["MathWorks GmbH, Ismaning, Germany","[Mathworks GmbH, Ismaning, Germany]"],"affiliations":[{"raw_affiliation_string":"MathWorks GmbH, Ismaning, Germany","institution_ids":[]},{"raw_affiliation_string":"[Mathworks GmbH, Ismaning, Germany]","institution_ids":["https://openalex.org/I887054487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028230756","display_name":"Dan Lluch","orcid":null},"institutions":[{"id":"https://openalex.org/I887054487","display_name":"MathWorks (United States)","ror":"https://ror.org/01n8qtk87","country_code":"US","type":"company","lineage":["https://openalex.org/I887054487"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan Lluch","raw_affiliation_strings":["Math Works, Inc., Natick, MA, USA","[MathWorks Inc., Natick, MA, USA]"],"affiliations":[{"raw_affiliation_string":"Math Works, Inc., Natick, MA, USA","institution_ids":["https://openalex.org/I887054487"]},{"raw_affiliation_string":"[MathWorks Inc., Natick, MA, USA]","institution_ids":["https://openalex.org/I887054487"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011170096","display_name":"C. Mohtadi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149040","display_name":"MathWorks (United Kingdom)","ror":"https://ror.org/04t8nza80","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210149040","https://openalex.org/I887054487"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Coorous Mohtadi","raw_affiliation_strings":["MathWorks Ltd., Cambridge, United Kingdom"],"affiliations":[{"raw_affiliation_string":"MathWorks Ltd., Cambridge, United Kingdom","institution_ids":["https://openalex.org/I4210149040"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091429665","display_name":"Dorian Schneider","orcid":null},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dorian Schneider","raw_affiliation_strings":["Institute of Imaging & Computer Vision, RWTH Aachen University, Aachen, Germany","Institute of Imaging and Computer Vision, RWTH Aachen University, Germany"],"affiliations":[{"raw_affiliation_string":"Institute of Imaging & Computer Vision, RWTH Aachen University, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]},{"raw_affiliation_string":"Institute of Imaging and Computer Vision, RWTH Aachen University, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5042159463"],"corresponding_institution_ids":["https://openalex.org/I887054487"],"apc_list":null,"apc_paid":null,"fwci":2.2561,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.9024532,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"450","last_page":"459"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10533","display_name":"Teaching and Learning Programming","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11283","display_name":"Experimental Learning in Engineering","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.9587000012397766,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/mindset","display_name":"Mindset","score":0.8756147623062134},{"id":"https://openalex.org/keywords/computational-thinking","display_name":"Computational thinking","score":0.8221781253814697},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.6878877878189087},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6180629730224609},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.6152713894844055},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.553542971611023},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.5101493000984192},{"id":"https://openalex.org/keywords/best-practice","display_name":"Best practice","score":0.42606574296951294},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4168439507484436},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.3674633502960205},{"id":"https://openalex.org/keywords/engineering-ethics","display_name":"Engineering ethics","score":0.35160234570503235},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.25060194730758667},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.20165827870368958},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.17642009258270264},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.0943496823310852}],"concepts":[{"id":"https://openalex.org/C2778491294","wikidata":"https://www.wikidata.org/wiki/Q1339824","display_name":"Mindset","level":2,"score":0.8756147623062134},{"id":"https://openalex.org/C2780368719","wikidata":"https://www.wikidata.org/wiki/Q5157342","display_name":"Computational thinking","level":2,"score":0.8221781253814697},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.6878877878189087},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6180629730224609},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.6152713894844055},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.553542971611023},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.5101493000984192},{"id":"https://openalex.org/C184356942","wikidata":"https://www.wikidata.org/wiki/Q830382","display_name":"Best practice","level":2,"score":0.42606574296951294},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4168439507484436},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.3674633502960205},{"id":"https://openalex.org/C55587333","wikidata":"https://www.wikidata.org/wiki/Q1133029","display_name":"Engineering ethics","level":1,"score":0.35160234570503235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.25060194730758667},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.20165827870368958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.17642009258270264},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0943496823310852},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/educon.2014.6826132","is_oa":false,"landing_page_url":"https://doi.org/10.1109/educon.2014.6826132","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE Global Engineering Education Conference (EDUCON)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W177090689","https://openalex.org/W193180800","https://openalex.org/W198316168","https://openalex.org/W1533267061","https://openalex.org/W1547068000","https://openalex.org/W1594942932","https://openalex.org/W1967518313","https://openalex.org/W1971200153","https://openalex.org/W2013205990","https://openalex.org/W2018037215","https://openalex.org/W2061744227","https://openalex.org/W2104183222","https://openalex.org/W2128311598","https://openalex.org/W2142480462","https://openalex.org/W2164679086","https://openalex.org/W2165568289","https://openalex.org/W2170399573","https://openalex.org/W2294791052","https://openalex.org/W2339183141","https://openalex.org/W2425100736","https://openalex.org/W2560410072","https://openalex.org/W4321633328","https://openalex.org/W6607839231","https://openalex.org/W6632804686","https://openalex.org/W6635784828","https://openalex.org/W6675669379","https://openalex.org/W6678939313","https://openalex.org/W6730053815","https://openalex.org/W7011432132"],"related_works":["https://openalex.org/W4281773849","https://openalex.org/W2908046332","https://openalex.org/W4386786145","https://openalex.org/W3009062738","https://openalex.org/W4232834483","https://openalex.org/W3192666801","https://openalex.org/W4239175313","https://openalex.org/W3163116104","https://openalex.org/W2792238217","https://openalex.org/W3215476890"],"abstract_inverted_index":{"Computational":[0,53,144,165],"Thinking":[1,54,145,166],"is":[2,44,55,175],"a":[3,12,31,56,188],"core":[4],"capability":[5],"for":[6,59,163],"most":[7],"engineers.":[8],"The":[9],"term":[10],"summarizes":[11],"set":[13],"of":[14,30,75,87,132,149,172,191,198],"skills":[15,120],"needed":[16],"to":[17,34,38,46,70,114,140,180,202],"transform":[18],"real-life":[19],"challenges":[20],"into":[21,77],"problems":[22],"that":[23,177],"can":[24],"be":[25,115,122],"solved":[26],"with":[27],"the":[28,82,118,157,192,196,199],"help":[29],"computer":[32],"and":[33,64,85,90,96,101,117,134,142,182,194,204],"apply":[35],"computer-based":[36],"solutions":[37],"questions":[39],"at":[40,137],"hand.":[41],"This":[42,127,186],"mindset":[43],"fundamental":[45],"almost":[47],"every":[48],"engineering":[49,109,168],"task.":[50],"However,":[51],"teaching":[52],"great":[57],"challenge":[58],"educators":[60],"worldwide.":[61],"In":[62,107],"designing":[63,108],"implementing":[65],"university":[66],"curricula,":[67,110],"one":[68],"has":[69],"take":[71],"an":[72],"increasing":[73],"number":[74],"arguments":[76],"consideration.":[78],"Technological":[79],"progress":[80],"requires":[81],"design,":[83],"creation,":[84],"analysis":[86],"increasingly":[88],"large":[89],"complex":[91],"systems.":[92],"Engineering":[93],"working":[94],"environments":[95],"tasks":[97],"demand":[98],"interdisciplinary":[99],"teams":[100],"close":[102],"communication":[103],"between":[104],"involved":[105],"groups.":[106],"these":[111,153],"factors":[112],"need":[113],"considered":[116],"necessary":[119],"must":[121],"implicitly":[123],"or":[124],"explicitly":[125],"developed.":[126],"paper":[128,158],"highlights":[129],"three":[130],"examples":[131,174],"classes":[133],"projects":[135],"aimed":[136],"enabling":[138],"students":[139],"develop":[141],"increase":[143],"through":[146],"systematic":[147],"introduction":[148],"computational":[150],"tools.":[151],"From":[152],"successful":[154],"case":[155],"studies,":[156],"derives":[159],"six":[160],"best":[161,184],"practices":[162],"fostering":[164],"in":[167],"education.":[169],"A":[170],"review":[171],"several":[173],"given,":[176],"are":[178],"used":[179],"highlight":[181],"extract":[183],"practices.":[185],"provides":[187],"comprehensive":[189],"overview":[190],"relationships":[193],"simplifies":[195],"application":[197],"aforementioned":[200],"principles":[201],"course":[203],"curriculum":[205],"designs.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
