{"id":"https://openalex.org/W812622798","doi":null,"title":"Measuring a Cognitive Apprenticeship Model of Instruction in Statistics Education","display_name":"Measuring a Cognitive Apprenticeship Model of Instruction in Statistics Education","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W812622798","mag":"812622798"},"language":"en","primary_location":{"id":"pmh:oai:aquila.usm.edu:dissertations-1083","doi":null,"is_oa":false,"landing_page_url":"https://aquila.usm.edu/dissertations/98","pdf_url":null,"source":{"id":"https://openalex.org/S4306402529","display_name":"Aquila Digital Community (University of Southern Mississippi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I44854399","host_organization_name":"University of Southern Mississippi","host_organization_lineage":["https://openalex.org/I44854399"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations","raw_type":"text"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5042000813","display_name":"Amanda Dawn Leimer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I44854399","display_name":"University of Southern Mississippi","ror":"https://ror.org/0270vfa57","country_code":"US","type":"education","lineage":["https://openalex.org/I4210141039","https://openalex.org/I44854399"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amanda Dawn Leimer","raw_affiliation_strings":["University of Southern Mississippi"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Southern Mississippi","institution_ids":["https://openalex.org/I44854399"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5042000813"],"corresponding_institution_ids":["https://openalex.org/I44854399"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11039","display_name":"Evaluation of Teaching Practices","score":0.00039999998989515007,"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/T10561","display_name":"Educational Research and Methods","score":0.0003000000142492354,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/instruction","display_name":"instruction","score":0.7009999752044678},{"id":"https://openalex.org/keywords/statistics-education","display_name":"statistics education","score":0.9739999771118164},{"id":"https://openalex.org/keywords/statistics-anxiety","display_name":"statistics anxiety","score":0.5590000152587891},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.9750000238418579},{"id":"https://openalex.org/keywords/instrument-development","display_name":"instrument development","score":0.578000009059906},{"id":"https://openalex.org/keywords/modeling","display_name":"modeling","score":0.7179999947547913},{"id":"https://openalex.org/keywords/coaching","display_name":"coaching","score":0.9549999833106995},{"id":"https://openalex.org/keywords/articulation","display_name":"articulation","score":0.8659999966621399},{"id":"https://openalex.org/keywords/teaching-model","display_name":"teaching model","score":0.8130000233650208},{"id":"https://openalex.org/keywords/college-students","display_name":"university students","score":0.6890000104904175},{"id":"https://openalex.org/keywords/expert-review","display_name":"expert review","score":0.453000009059906},{"id":"https://openalex.org/keywords/psychometric-validation","display_name":"psychometric validation","score":0.671999990940094},{"id":"https://openalex.org/keywords/student-perceptions-of-teaching-methods","display_name":"student perceptions of teaching methods","score":0.3319999873638153}],"concepts":[{"id":"https://openalex.org/C2778573382","wikidata":"https://www.wikidata.org/wiki/Q1038075","display_name":"Cognitive apprenticeship","level":2,"score":0.6065458059310913},{"id":"https://openalex.org/C107806365","wikidata":"https://www.wikidata.org/wiki/Q253567","display_name":"Apprenticeship","level":2,"score":0.6018956899642944},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5342845916748047},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4487551152706146},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.417179673910141},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.34975719451904297},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3340919613838196},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.3257065415382385},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1702139973640442},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14777758717536926},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:aquila.usm.edu:dissertations-1083","doi":null,"is_oa":false,"landing_page_url":"https://aquila.usm.edu/dissertations/98","pdf_url":null,"source":{"id":"https://openalex.org/S4306402529","display_name":"Aquila Digital Community (University of Southern Mississippi)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I44854399","host_organization_name":"University of Southern Mississippi","host_organization_lineage":["https://openalex.org/I44854399"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Dissertations","raw_type":"text"},{"id":"mag:812622798","doi":null,"is_oa":false,"landing_page_url":"https://aquila.usm.edu/cgi/viewcontent.cgi?article=1083&context=dissertations","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.9901999831199646,"display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":122,"referenced_works":["https://openalex.org/W10275509","https://openalex.org/W12293709","https://openalex.org/W21178442","https://openalex.org/W28779483","https://openalex.org/W31029229","https://openalex.org/W36375379","https://openalex.org/W50920712","https://openalex.org/W103668012","https://openalex.org/W107812035","https://openalex.org/W151565904","https://openalex.org/W158537685","https://openalex.org/W199951257","https://openalex.org/W213694099","https://openalex.org/W238400956","https://openalex.org/W249215831","https://openalex.org/W279636756","https://openalex.org/W298237993","https://openalex.org/W346936754","https://openalex.org/W429724349","https://openalex.org/W587263676","https://openalex.org/W601742816","https://openalex.org/W1508090577","https://openalex.org/W1530159295","https://openalex.org/W1543334309","https://openalex.org/W1544734951","https://openalex.org/W1562208008","https://openalex.org/W1568871075","https://openalex.org/W1573234480","https://openalex.org/W1575542553","https://openalex.org/W1583644419","https://openalex.org/W1605176579","https://openalex.org/W1965626446","https://openalex.org/W1966280192","https://openalex.org/W1977381246","https://openalex.org/W1981723444","https://openalex.org/W1982954299","https://openalex.org/W1986937713","https://openalex.org/W1990040672","https://openalex.org/W1993029051","https://openalex.org/W1996221419","https://openalex.org/W2002633322","https://openalex.org/W2002684051","https://openalex.org/W2005853585","https://openalex.org/W2007658062","https://openalex.org/W2008564180","https://openalex.org/W2010401794","https://openalex.org/W2015300749","https://openalex.org/W2019534510","https://openalex.org/W2020118903","https://openalex.org/W2021644700","https://openalex.org/W2021765444","https://openalex.org/W2021841807","https://openalex.org/W2027714384","https://openalex.org/W2029729744","https://openalex.org/W2029912507","https://openalex.org/W2031684014","https://openalex.org/W2032385846","https://openalex.org/W2034247045","https://openalex.org/W2037356705","https://openalex.org/W2038010233","https://openalex.org/W2042139231","https://openalex.org/W2043867338","https://openalex.org/W2044157416","https://openalex.org/W2045188522","https://openalex.org/W2045428362","https://openalex.org/W2045938868","https://openalex.org/W2048911743","https://openalex.org/W2049178291","https://openalex.org/W2066988426","https://openalex.org/W2072592807","https://openalex.org/W2076587412","https://openalex.org/W2080027447","https://openalex.org/W2085264954","https://openalex.org/W2085781282","https://openalex.org/W2086530046","https://openalex.org/W2089798490","https://openalex.org/W2091136830","https://openalex.org/W2093313213","https://openalex.org/W2100073682","https://openalex.org/W2102832237","https://openalex.org/W2109913864","https://openalex.org/W2109980703","https://openalex.org/W2110692017","https://openalex.org/W2111415893","https://openalex.org/W2112747971","https://openalex.org/W2116199508","https://openalex.org/W2116404995","https://openalex.org/W2119725812","https://openalex.org/W2119982805","https://openalex.org/W2121910798","https://openalex.org/W2146120708","https://openalex.org/W2146503621","https://openalex.org/W2146642344","https://openalex.org/W2147802472","https://openalex.org/W2153062972","https://openalex.org/W2155304398","https://openalex.org/W2158142768","https://openalex.org/W2158457930","https://openalex.org/W2164599981","https://openalex.org/W2166132658","https://openalex.org/W2167289873","https://openalex.org/W2167635749","https://openalex.org/W2168149829","https://openalex.org/W2170644984","https://openalex.org/W2170813870","https://openalex.org/W2185551074","https://openalex.org/W2220891272","https://openalex.org/W2335067961","https://openalex.org/W2345346013","https://openalex.org/W2412395988","https://openalex.org/W2487178341","https://openalex.org/W2489865376","https://openalex.org/W2505305611","https://openalex.org/W2614090185","https://openalex.org/W2729202951","https://openalex.org/W2888190061","https://openalex.org/W2918372257","https://openalex.org/W2959826095","https://openalex.org/W2992827146","https://openalex.org/W3023435761","https://openalex.org/W3138001722","https://openalex.org/W3193404947"],"related_works":["https://openalex.org/W2022584492","https://openalex.org/W7095432024","https://openalex.org/W2786231212","https://openalex.org/W7099440269","https://openalex.org/W2521464710","https://openalex.org/W2182115730","https://openalex.org/W4230026542","https://openalex.org/W171195256","https://openalex.org/W4236482958","https://openalex.org/W7067486403"],"abstract_inverted_index":{"Research":[0],"has":[1,75],"continued":[2],"to":[3,16,80,108,127,131,191,203,215,241,249,264,386,408,416],"support":[4],"the":[5,9,31,35,55,78,87,98,102,119,122,148,151,157,165,167,189,205,209,222,226,232,246,253,299,303,311,313,323,383,388],"need":[6],"for":[7,50,187,427,445],"investigating":[8],"role":[10],"of":[11,39,57,112,121,136,211,225,259,293,346,355,394,399,412],"pedagogical":[12],"models":[13,29],"in":[14,30,101,156,176,228,237,302,360,430],"relation":[15],"students\u2019":[17],"statistical":[18,20,284,286,334,336],"anxiety,":[19,285,335],"self-efficacy,":[21,287,337],"and":[22,44,114,130,179,251,262,281,288,315,338,363,379,391,422,443],"academic":[23,289,318,342],"performance":[24,319],"within":[25,142,198,401],"statistics":[26,199,229,361,402],"education.":[27,200],"Although":[28,147],"literature":[32,158],"such":[33],"as":[34,159,439,441],"Cognitive":[36,235],"Apprenticeships":[37],"Model":[38],"Instruction":[40],"(CA-MOI)":[41],"have":[42,45,153],"emerged":[43],"shown":[46],"positive":[47],"educational":[48,428],"outcomes":[49],"teaching":[51],"disciplines":[52],"that":[53,104,220,327,350,414],"involve":[54],"use":[56,109,417],"complex":[58],"tasks":[59],"(Kuo,":[60],"Hwang,":[61],"Chen,":[62,64],"&":[63,67],"2012;":[65],"Poitras":[66],"Poitras,":[68],"2011;":[69],"Wegner,":[70],"2011),":[71],"only":[72],"one":[73],"study":[74,213,413,426],"actually":[76,139],"measured":[77,359],"degree":[79,133,190],"which":[81,192,404,431],"this":[82,110,134,212,347,425],"model":[83,111,354,398],"was":[84,214],"implemented,":[85],"using":[86,278],"Maastrict":[88],"Clinical":[89],"Teaching":[90],"Questionnaire":[91],"(MCTQ)":[92],"(Stalmeijer":[93],"et":[94],"al.,":[95],"2008).":[96],"Consequently":[97],"problem":[99],"lies":[100],"notion":[103],"researchers":[105],"are":[106,115,125,270,437],"claiming":[107],"instruction":[113,137,356,400],"making":[116],"generalizations":[117],"about":[118],"effectiveness":[120],"model,":[123],"yet":[124],"failing":[126],"measure":[128,393],"if":[129,268],"what":[132,266],"method":[135],"is":[138,169,195],"being":[140,196,276],"implemented":[141,197],"their":[143,282],"classroom(s)":[144],"and/or":[145],"fields.":[146],"scores":[149,309,321],"on":[150,164,245,255,310,322],"MCTQ":[152,168],"been":[154],"validated":[155],"an":[160,184,218],"evaluation":[161],"instrument":[162,186,219,254],"based":[163],"CA-MOI,":[166,280],"specifically":[170],"geared":[171],"toward":[172],"measuring":[173],"supervisory":[174],"skills":[175],"clinical":[177],"education":[178,230,362],"consequently":[180],"may":[181,434],"not":[182],"be":[183,358,364,406,435],"appropriate":[185],"determining":[188],"a":[193,256,279,329,332,351,367,395,418,432],"CA-MOI":[194,227,330,433],"In":[201],"aiming":[202],"resolve":[204],"current":[206,304],"measurement":[207],"issue,":[208],"purpose":[210],"first":[216],"develop":[217],"reflects":[221],"instructional":[223],"methods":[224],"called":[231],"MCASE":[233,384],"(Measuring":[234],"Apprenticeship":[236],"Statistics":[238],"Education),":[239],"secondly":[240],"receive":[242],"expert":[243],"review":[244],"items,":[247],"third":[248],"test":[250],"validate":[252],"select":[257],"group":[258],"college":[260,295],"students,":[261],"lastly":[263],"determine":[265],"relationships,":[267],"any":[269],"found":[271],"among":[272],"students":[273,296],"who":[274],"report":[275],"taught":[277],"self-reported":[283,317],"performance.":[290,343],"A":[291],"total":[292],"628":[294],"from":[297,424],"across":[298],"nation":[300],"participated":[301],"study.":[305],"When":[306],"collectively":[307],"comparing":[308],"SAM,":[312],"CSSE,":[314],"student\u2019s":[316,333],"with":[320],"MCASE,":[324],"results":[325,345],"illustrated":[326],"utilizing":[328],"helped":[331],"his":[339],"or":[340],"her":[341],"Furthermore,":[344],"dissertation":[348],"suggest":[349],"cognitive":[352,396],"apprenticeship":[353,397],"can":[357,405],"represented":[365],"by":[366],"seven-dimension":[368],"solution:":[369],"modeling,":[370],"coaching,":[371],"articulation,":[372],"comparative":[373],"reflection,":[374,376],"true":[375,380],"instructor-guided":[377],"exploration,":[378],"exploration.":[381],"Moreover,":[382],"provides":[385],"date":[387],"most":[389],"useful":[390],"theoretical":[392],"education,":[403],"rephrased":[407],"fit":[409],"other":[410],"fields":[411],"claim":[415],"CA-MOI.":[419],"Additional":[420],"findings":[421],"implications":[423],"settings":[429],"utilized":[436],"provided,":[438],"well":[440],"limitations":[442],"recommendations":[444],"future":[446],"research.":[447]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}
