{"id":"https://openalex.org/W4205306123","doi":"https://doi.org/10.1109/te.2021.3130033","title":"Use of SPICE Circuit Simulation to Guide Written Reflections and Metacognition","display_name":"Use of SPICE Circuit Simulation to Guide Written Reflections and Metacognition","publication_year":2021,"publication_date":"2021-12-07","ids":{"openalex":"https://openalex.org/W4205306123","doi":"https://doi.org/10.1109/te.2021.3130033"},"language":"en","primary_location":{"id":"doi:10.1109/te.2021.3130033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/te.2021.3130033","pdf_url":null,"source":{"id":"https://openalex.org/S207741693","display_name":"IEEE Transactions on Education","issn_l":"0018-9359","issn":["0018-9359","1557-9638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322189","host_organization_name":"IEEE Education Society","host_organization_lineage":["https://openalex.org/P4310322189","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Education Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Education","raw_type":"journal-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/A5021556348","display_name":"Samuel J. Dickerson","orcid":"https://orcid.org/0000-0003-2281-5115"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel J. Dickerson","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-2281-5115","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015283190","display_name":"Renee Clark","orcid":"https://orcid.org/0000-0002-1782-073X"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Renee M. Clark","raw_affiliation_strings":["Department of Industrial Engineering and the Engineering Education Research Center, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-1782-073X","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and the Engineering Education Research Center, Swanson School of Engineering, University of Pittsburgh, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I170201317"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170201317"],"apc_list":null,"apc_paid":null,"fwci":0.8829,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.80285768,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"65","issue":"3","first_page":"471","last_page":"480"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T12500","display_name":"Reflective Practices in Education","score":0.9983999729156494,"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/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.991599977016449,"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/T11283","display_name":"Experimental Learning in Engineering","score":0.9896000027656555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5515255928039551},{"id":"https://openalex.org/keywords/metacognition","display_name":"Metacognition","score":0.5468714237213135},{"id":"https://openalex.org/keywords/spice","display_name":"Spice","score":0.5122708678245544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.491837739944458},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.41208532452583313},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.1757761538028717},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.17248374223709106},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12770453095436096},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08522647619247437}],"concepts":[{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5515255928039551},{"id":"https://openalex.org/C118147538","wikidata":"https://www.wikidata.org/wiki/Q1126970","display_name":"Metacognition","level":3,"score":0.5468714237213135},{"id":"https://openalex.org/C2780077345","wikidata":"https://www.wikidata.org/wiki/Q16891888","display_name":"Spice","level":2,"score":0.5122708678245544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.491837739944458},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.41208532452583313},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.1757761538028717},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.17248374223709106},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12770453095436096},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08522647619247437},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/te.2021.3130033","is_oa":false,"landing_page_url":"https://doi.org/10.1109/te.2021.3130033","pdf_url":null,"source":{"id":"https://openalex.org/S207741693","display_name":"IEEE Transactions on Education","issn_l":"0018-9359","issn":["0018-9359","1557-9638"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322189","host_organization_name":"IEEE Education Society","host_organization_lineage":["https://openalex.org/P4310322189","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Education Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Education","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G241432502","display_name":"Research Initiation: Systematic Use of Simulation in the Electrical and Computer Engineering Classroom to Drive Reflection and Metacognition","funder_award_id":"1830735","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1492802215","https://openalex.org/W2032629570","https://openalex.org/W2044233129","https://openalex.org/W2093950336","https://openalex.org/W2106470680","https://openalex.org/W2117766479","https://openalex.org/W2138083956","https://openalex.org/W2148117181","https://openalex.org/W2169853946","https://openalex.org/W2186218764","https://openalex.org/W2250142157","https://openalex.org/W2461884385","https://openalex.org/W2506294065","https://openalex.org/W2547531214","https://openalex.org/W2602375673","https://openalex.org/W2737778766","https://openalex.org/W2774201270","https://openalex.org/W2782275728","https://openalex.org/W2794549596","https://openalex.org/W2888757699","https://openalex.org/W2952529113","https://openalex.org/W2966953528","https://openalex.org/W3015558145","https://openalex.org/W3083119224","https://openalex.org/W3217250131","https://openalex.org/W4237435591","https://openalex.org/W4254991137","https://openalex.org/W4256058336","https://openalex.org/W6747647885","https://openalex.org/W6754258479","https://openalex.org/W6980183677"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2617798889","https://openalex.org/W4214875437","https://openalex.org/W1964108718","https://openalex.org/W1976445490","https://openalex.org/W2140619833","https://openalex.org/W2283440650","https://openalex.org/W2069835912","https://openalex.org/W1965861704"],"abstract_inverted_index":{"Contribution:Reflection":[0],"is":[1],"a":[2,26,38,152,222],"critical":[3],"skill":[4],"because":[5],"it":[6],"involves":[7],"thinking":[8],"about":[9],"and":[10,74,94,106,161,189],"reviewing":[11],"one\u2019s":[12],"work.":[13],"It":[14],"contributes":[15],"to":[16,29,71,145,149,239],"self-regulatory,":[17],"metacognitive":[18,205],"behaviors":[19],"when":[20],"practiced":[21],"regularly.":[22],"In":[23],"this":[24],"research,":[25],"unique":[27],"approach":[28],"promote":[30],"reflection":[31,79,188,219],"via":[32,92],"SPICE":[33,93],"simulation":[34],"after":[35,90,116],"quizzes":[36],"in":[37,227],"microelectronics":[39],"course":[40],"was":[41],"studied.Background:This":[42],"study":[43],"aligns":[44],"with":[45,64,81,122,175,187,243],"recent":[46],"calls":[47],"from":[48],"the":[49,60,66,82,101,135,140,168,176,183,202,208],"engineering":[50],"education":[51],"community":[52],"for":[53,69,103,215],"increased":[54,163],"use":[55],"of":[56,62,84,165,185,204,229],"systematic":[57],"reflection.Intended":[58],"Outcomes:Anticipating":[59],"lack":[61,184],"experience":[63,73,186],"reflection,":[65,200,217],"authors":[67,102],"intended":[68],"students":[70,126,148,226],"gain":[72],"realize":[75],"its":[76],"benefits.Application":[77],"Design:Repeated":[78],"occurred":[80],"review":[83],"weekly":[85],"quiz":[86,119],"or":[87],"exam":[88,124],"results":[89,131],"submission":[91],"question":[95,209],"prompts.":[96,178],"Reflections":[97],"were":[98,120,142,211],"analyzed":[99],"by":[100],"depth.":[104],"Pre":[105],"postsurveys":[107],"assessed":[108],"student":[109],"perspectives":[110],"on":[111,199,225],"reflection.Findings:When":[112],"reflective":[113,177],"depth":[114,159,170],"levels":[115],"an":[117,155,162,191],"initial":[118],"associated":[121],"subsequent":[123,153],"results,":[125],"who":[127],"achieved":[128],"significantly":[129],"higher":[130],"unexpectedly":[132],"reflected":[133],"at":[134,167],"lowest":[136,169],"level.":[137],"This":[138],"suggested":[139,172],"prompts":[141,210],"not":[143,213],"designed":[144,214],"challenge":[146],"all":[147],"reflect.":[150],"After":[151],"quiz,":[154],"overall":[156],"lower":[157],"average":[158],"level":[160,171],"number":[164],"reflections":[166],"potential":[173],"fatigue":[174],"The":[179,193],"presurvey":[180],"had":[181],"illustrated":[182],"hence,":[190],"opportunity.":[192],"postsurvey":[194],"demonstrated":[195],"highly":[196],"positive":[197,223],"views":[198],"including":[201],"development":[203],"skills.":[206],"Although":[207],"likely":[212],"optimal":[216],"repeated":[218],"nonetheless":[220],"made":[221],"impression":[224],"need":[228],"such":[230],"experience.":[231],"Applying":[232],"these":[233],"lessons":[234],"learned":[235],"may":[236],"therefore":[237],"lead":[238],"even":[240],"greater":[241],"outcomes":[242],"reflection.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
