{"id":"https://openalex.org/W4310354434","doi":"https://doi.org/10.1109/fie56618.2022.9962416","title":"Work in Progress: Utilizing the MUSIC Instrument to Gauge Progress in First-Year Engineering Students","display_name":"Work in Progress: Utilizing the MUSIC Instrument to Gauge Progress in First-Year Engineering Students","publication_year":2022,"publication_date":"2022-10-08","ids":{"openalex":"https://openalex.org/W4310354434","doi":"https://doi.org/10.1109/fie56618.2022.9962416"},"language":"en","primary_location":{"id":"doi:10.1109/fie56618.2022.9962416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie56618.2022.9962416","pdf_url":null,"source":{"id":"https://openalex.org/S4363607793","display_name":"2022 IEEE Frontiers in Education Conference (FIE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Frontiers in Education Conference (FIE)","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/A5088221922","display_name":"Susan Amato-Henderson","orcid":"https://orcid.org/0009-0000-3890-2171"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S.L. Amato-Henderson","raw_affiliation_strings":["Michigan Technological University,Cognitive and Learning Sciences Dept,Houghton,USA,MI 49931"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University,Cognitive and Learning Sciences Dept,Houghton,USA,MI 49931","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055416017","display_name":"Jon Sticklen","orcid":"https://orcid.org/0000-0003-1778-4027"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon Sticklen","raw_affiliation_strings":["Michigan Technological University,Engineering Fundamentals Dept,Houghton,USA,MI 49931"],"affiliations":[{"raw_affiliation_string":"Michigan Technological University,Engineering Fundamentals Dept,Houghton,USA,MI 49931","institution_ids":["https://openalex.org/I11957088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5088221922"],"corresponding_institution_ids":["https://openalex.org/I11957088"],"apc_list":null,"apc_paid":null,"fwci":4.7273,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.94573643,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13682","display_name":"Engineering Education and Pedagogy","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13682","display_name":"Engineering Education and Pedagogy","score":0.9854999780654907,"subfield":{"id":"https://openalex.org/subfields/2216","display_name":"Architecture"},"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/T10547","display_name":"Education, Achievement, and Giftedness","score":0.9836999773979187,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive 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/T10726","display_name":"Career Development and Diversity","score":0.9825999736785889,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/student-engagement","display_name":"Student engagement","score":0.594097375869751},{"id":"https://openalex.org/keywords/engineering-education","display_name":"Engineering education","score":0.5664246678352356},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5163737535476685},{"id":"https://openalex.org/keywords/community-engagement","display_name":"Community engagement","score":0.5035855174064636},{"id":"https://openalex.org/keywords/curriculum","display_name":"Curriculum","score":0.45994800329208374},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4494216740131378},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.44460245966911316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4386245608329773},{"id":"https://openalex.org/keywords/mathematics-education","display_name":"Mathematics education","score":0.37295517325401306},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.35735705494880676},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30112576484680176},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.28876355290412903},{"id":"https://openalex.org/keywords/engineering-management","display_name":"Engineering management","score":0.23256367444992065},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.1317535936832428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1213158369064331}],"concepts":[{"id":"https://openalex.org/C194519906","wikidata":"https://www.wikidata.org/wiki/Q7627827","display_name":"Student engagement","level":2,"score":0.594097375869751},{"id":"https://openalex.org/C5041995","wikidata":"https://www.wikidata.org/wiki/Q853745","display_name":"Engineering education","level":2,"score":0.5664246678352356},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5163737535476685},{"id":"https://openalex.org/C2776193868","wikidata":"https://www.wikidata.org/wiki/Q5154950","display_name":"Community engagement","level":2,"score":0.5035855174064636},{"id":"https://openalex.org/C47177190","wikidata":"https://www.wikidata.org/wiki/Q207137","display_name":"Curriculum","level":2,"score":0.45994800329208374},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4494216740131378},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.44460245966911316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4386245608329773},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.37295517325401306},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.35735705494880676},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30112576484680176},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.28876355290412903},{"id":"https://openalex.org/C110354214","wikidata":"https://www.wikidata.org/wiki/Q6314146","display_name":"Engineering management","level":1,"score":0.23256367444992065},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.1317535936832428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1213158369064331},{"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fie56618.2022.9962416","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fie56618.2022.9962416","pdf_url":null,"source":{"id":"https://openalex.org/S4363607793","display_name":"2022 IEEE Frontiers in Education Conference (FIE)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE Frontiers in Education Conference (FIE)","raw_type":"proceedings-article"},{"id":"pmh:oai:digitalcommons.mtu.edu:michigantech-p-36008","is_oa":false,"landing_page_url":"https://digitalcommons.mtu.edu/michigantech-p/16707","pdf_url":null,"source":{"id":"https://openalex.org/S4377196391","display_name":"Digital Commons - Michigan Tech (Michigan Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11957088","host_organization_name":"Michigan Technological University","host_organization_lineage":["https://openalex.org/I11957088"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Michigan Tech Publications, Part 1","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W156043328","https://openalex.org/W1798054672","https://openalex.org/W1988219760","https://openalex.org/W2057673348","https://openalex.org/W2911335997","https://openalex.org/W2948937140","https://openalex.org/W3092308951","https://openalex.org/W3130233356","https://openalex.org/W4233587009","https://openalex.org/W6606297708","https://openalex.org/W6763758701"],"related_works":["https://openalex.org/W2032233321","https://openalex.org/W3121970507","https://openalex.org/W2110028391","https://openalex.org/W54497855","https://openalex.org/W217960748","https://openalex.org/W3125814499","https://openalex.org/W2090827041","https://openalex.org/W187246281","https://openalex.org/W2565703248","https://openalex.org/W2584099435"],"abstract_inverted_index":{"One":[0],"of":[1,28,35,75,100,137,155,184,218,250,338,418],"the":[2,26,45,98,153,156,178,198,209,265,310,318,322,336,339,357,373,376,399,416],"\"Grand":[3],"Challenges":[4],"in":[5,12,53,83,91,128,141,159,169,247,274,389,404,406],"Engineering":[6],"Education\"":[7],"is":[8,18,110,205],"to":[9,43,50,56,87,96,112,120,151,172,207,286,317,349,355],"engage":[10],"students":[11],"their":[13,118],"own":[14,223],"learning.":[15],"Student":[16],"engagement":[17,189,220],"widely":[19],"seen":[20],"as":[21,40,212,315,384,398],"a":[22,41,65,135,182,191,229,251,256,351],"necessary":[23],"component":[24],"driving":[25],"success":[27,313],"active":[29],"learning":[30],"methodologies.":[31],"The":[32,62,78,238],"Music":[33,157,340],"Model":[34,158,341],"academic":[36,76],"motivation":[37,47,59,104,306,324],"was":[38,244,326],"developed":[39],"means":[42],"make":[44,360],"human":[46],"literature":[48],"accessible":[49],"instructors":[51,293,354],"interested":[52],"improving":[54],"courses":[55,171],"increase":[57],"student":[58,103,188,219,275],"and":[60,67,94,105,107,117,133,193,292,312,359,380],"engagement.":[61],"model":[63,79],"has":[64,80,125,166],"reliable":[66],"validated":[68],"survey":[69],"instrument":[70],"that":[71,394],"assesses":[72],"5":[73],"components":[74,211],"motivation.":[77],"been":[81,126,167],"applied":[82],"two":[84,146],"contexts":[85],"relevant":[86],"our":[88,222,278,284,295],"current":[89],"project:":[90],"course":[92,254,365,386],"design":[93],"improvement":[95,217],"assess":[97],"impact":[99],"changes":[101,405],"on":[102,187,308,422],"learning,":[106],"second,":[108],"it":[109],"used":[111,127],"examine":[113],"students\u2019":[114,407],"motivational":[115,378,420],"perceptions":[116],"relationship":[119],"other":[121,331],"learning-related":[122],"constructs.":[123],"MUSIC":[124,210,239,267],"K12":[129],"through":[130],"higher":[131,305],"education,":[132,410],"across":[134,290],"variety":[136],"fields.In":[138],"this":[139],"Work":[140],"Progress":[142],"report,":[143],"we":[144,149,175,368],"had":[145],"purposes:":[147],"First,":[148],"sought":[150,176],"test":[152],"use":[154],"an":[160],"engineering":[161,170,200,225,235,253,343],"course,":[162],"since":[163],"little":[164],"research":[165,348,371],"conducted":[168],"date.":[173],"Second,":[174],"set":[177],"stage":[179],"for":[180,197,215,221,233,353,363],"developing":[181],"community":[183,230],"practice":[185],"focused":[186],"with":[190],"common":[192],"straightforward":[194],"assessment":[195],"methodology":[196],"first-year":[199,224,234,252,296],"community.":[201],"Our":[202],"broad":[203],"goal":[204],"thus":[206],"leverage":[208],"one":[213],"metric":[214],"gauging":[216],"program,":[226],"then":[227],"eventually":[228],"wide":[231],"tool":[232],"programs":[236],"broadly.":[237],"scale":[240],"inventory":[241],"data":[242],"(n=221)":[243],"collected":[245],"electronically":[246],"3":[248],"sections":[249,291],"at":[255],"mid-western":[257],"technological":[258],"university.":[259],"A":[260],"confirmatory":[261],"factor":[262,301,325],"analysis":[263],"replicated":[264],"5-factor":[266],"Model.":[268],"An":[269],"ANOVA":[270],"revealed":[271],"no":[272],"differences":[273],"motivations":[276],"between":[277,300,375],"three-course":[279],"sections.":[280],"This":[281],"result":[282],"validates":[283],"ability":[285],"offer":[287],"similar":[288],"experiences":[289],"within":[294,342],"course.":[297],"Multiple":[298],"comparisons":[299],"scores":[302],"demonstrated":[303],"significantly":[304,327],"reported":[307],"both":[309],"caring":[311],"factors":[314,379,421],"compared":[316],"others.":[319],"In":[320],"addition,":[321],"interest":[323],"lower":[328],"than":[329],"all":[330],"factors.":[332],"These":[333],"findings":[334,414],"demonstrate":[335],"utility":[337],"education.":[344],"We":[345,392],"discuss":[346],"future":[347,364,370],"develop":[350],"process":[352],"understand":[356],"results":[358],"formative":[361],"decisions":[362],"iterations.":[366],"Further,":[367],"suggest":[369],"re-establishing":[372],"link":[374],"various":[377],"educational":[381,423],"outcomes":[382],"such":[383,397],"GPA,":[385],"grades,":[387],"retention":[388],"STEM,":[390],"etc.":[391],"propose":[393],"global":[395],"events,":[396],"pandemic,":[400],"may":[401],"have":[402],"resulted":[403],"priorities":[408],"regarding":[409,415],"thereby":[411],"altering":[412],"previous":[413],"importance":[417],"specific":[419],"outcomes.":[424]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
