{"id":"https://openalex.org/W2163302159","doi":null,"title":"DEVELOPING POSTGRADUATE STUDENTS STATISTICAL THINKING IN UNIVERSITY: EVALUATION OF A STATISTICAL THINKING LEARNING ENVIRONMENT MODEL","display_name":"DEVELOPING POSTGRADUATE STUDENTS STATISTICAL THINKING IN UNIVERSITY: EVALUATION OF A STATISTICAL THINKING LEARNING ENVIRONMENT MODEL","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2163302159","mag":"2163302159"},"language":"en","primary_location":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/37681","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/37681","pdf_url":"http://hdl.handle.net/10072/37681","source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference output"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/10072/37681","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Jing Sun","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jing Sun","raw_affiliation_strings":["Griffith University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Griffith University","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065104792","display_name":"Nicholas Jan Buys","orcid":"https://orcid.org/0000-0002-4780-8088","observed_orcids":["https://orcid.org/0000-0002-4780-8088"]},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nicholas Buys","raw_affiliation_strings":["Griffith University"],"raw_orcid":"https://orcid.org/0000-0002-4780-8088","affiliations":[{"raw_affiliation_string":"Griffith University","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"4579","last_page":"4585"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":1.0,"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":1.0,"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/T10561","display_name":"Educational Research and Methods","score":0.0,"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/T11039","display_name":"Evaluation of Teaching Practices","score":0.0,"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/statistical-thinking","display_name":"statistical thinking","score":0.9789999723434448},{"id":"https://openalex.org/keywords/statistics-education","display_name":"statistics education","score":0.7279999852180481},{"id":"https://openalex.org/keywords/graduate-students","display_name":"graduate students","score":0.8949999809265137},{"id":"https://openalex.org/keywords/constructivist-learning","display_name":"constructivist learning","score":0.7870000004768372},{"id":"https://openalex.org/keywords/learning-environment-model","display_name":"learning environment model","score":0.4410000145435333},{"id":"https://openalex.org/keywords/classroom-discourse","display_name":"classroom discourse","score":0.6700000166893005},{"id":"https://openalex.org/keywords/statistical-reasoning","display_name":"statistical reasoning","score":0.6389999985694885},{"id":"https://openalex.org/keywords/assessment-for-learning","display_name":"assessment for learning","score":0.6660000085830688},{"id":"https://openalex.org/keywords/technology-enhanced-learning","display_name":"technology-enhanced learning","score":0.5059999823570251}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.5561335682868958},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.5132670402526855},{"id":"https://openalex.org/C37228920","wikidata":"https://www.wikidata.org/wiki/Q1307600","display_name":"Experiential learning","level":2,"score":0.4743589162826538},{"id":"https://openalex.org/C533356498","wikidata":"https://www.wikidata.org/wiki/Q843894","display_name":"Critical thinking","level":2,"score":0.45670318603515625},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.447681725025177},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44319629669189453},{"id":"https://openalex.org/C25260931","wikidata":"https://www.wikidata.org/wiki/Q5164510","display_name":"Constructivist teaching methods","level":3,"score":0.43249592185020447},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4287897050380707},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.42772701382637024},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4134577512741089},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3745741844177246},{"id":"https://openalex.org/C88610354","wikidata":"https://www.wikidata.org/wiki/Q1813494","display_name":"Teaching method","level":2,"score":0.3490064740180969},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.3307191729545593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.19178786873817444},{"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/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:research-repository.griffith.edu.au:10072/37681","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/37681","pdf_url":"http://hdl.handle.net/10072/37681","source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference output"},{"id":"mag:2163302159","doi":null,"is_oa":false,"landing_page_url":"http://jinse.jp/pdf/doc004.pdf","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":{"id":"pmh:oai:research-repository.griffith.edu.au:10072/37681","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/10072/37681","pdf_url":"http://hdl.handle.net/10072/37681","source":{"id":"https://openalex.org/S7407064376","display_name":"Griffith Research Online","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference output"},"sustainable_development_goals":[{"display_name":"Quality education","score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2163302159.pdf","grobid_xml":"https://content.openalex.org/works/W2163302159.grobid-xml"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1507769851","https://openalex.org/W1573372751","https://openalex.org/W1583020840","https://openalex.org/W1592823161","https://openalex.org/W1857399990","https://openalex.org/W1974903547","https://openalex.org/W1982078685","https://openalex.org/W1992243791","https://openalex.org/W2132542737","https://openalex.org/W2160896557","https://openalex.org/W2164599981","https://openalex.org/W2165329902"],"related_works":["https://openalex.org/W2119404477","https://openalex.org/W1673941191","https://openalex.org/W7015481121","https://openalex.org/W7171869471","https://openalex.org/W2981248387","https://openalex.org/W4300766459","https://openalex.org/W2102590315","https://openalex.org/W2944542037","https://openalex.org/W4409006069","https://openalex.org/W7154419779"],"abstract_inverted_index":{"Introduction:":[0],"Statistics":[1,501],"education":[2,137],"has":[3],"been":[4],"critical":[5,292],"for":[6,24,46,435],"researchers":[7],"in":[8,31,71,97,199,223,230,238,274,388,422,458,466,488],"health":[9],"disciplines":[10],"as":[11,166,168,352,354],"it":[12,120],"underpins":[13],"quantitative":[14,368,407],"approaches":[15],"to":[16,36,147,158,181,189,236,240,271,284,305,338,344,355,372,379,402,418,442],"empirical":[17],"research.":[18],"This":[19,150],"presentation":[20],"evaluates":[21],"a":[22,51,460],"model":[23,44,178,413],"an":[25],"interactive,":[26],"postgraduate":[27],"level":[28],"statistics":[29],"course":[30,208],"university":[32],"that":[33,78,135,144,153,302,322,329,410],"is":[34,49,58,77,121,134,203],"designed":[35],"develop":[37,314],"students'":[38,289],"statistical":[39,197,253,316,324,333,350,420,476,486],"reasoning":[40,290],"and":[41,57,81,89,94,161,170,191,194,212,219,227,262,267,276,291,310,313,326,343,359,367,383,391,406,426,433,438,445,448,468,474,478,483,491],"thinking.":[42,293],"The":[43,66,127,176,201,396,450],"used":[45,371],"this":[47],"study":[48,239],"called":[50],"'Statistical":[52],"Thinking":[53],"Learning":[54],"Environment'":[55],"(SRLE)":[56],"built":[59],"on":[60,85,163,250,257,331,480],"the":[61,74,86,124,196,204,224,242,246,286,296,346,374,403,411,423,431,440,481],"constructivist":[62,75],"theory":[63,76],"of":[64,69,129,132,140,185,207,245,260,288,298,348,376,385,398,485],"learning.":[65,446],"contemporary":[67],"view":[68],"learning":[70,133,142,351,382,387],"accordance":[72],"with":[73,123,172],"new":[79,125,443],"knowledge":[80,88,115,432],"understandings":[82],"are":[83,95,455,464],"based":[84],"existing":[87],"beliefs":[90],"we":[91,111],"already":[92],"have":[93],"grounded":[96],"our":[98,113],"experiences":[99],"(e.g.,":[100],"Cobb,":[101],"1994;":[102],"Vygotsky,":[103],"1978).":[104],"We":[105],"learn":[106,339],"by":[107],"doing.":[108],"And":[109],"when":[110],"learn,":[112],"previous":[114,231],"does":[116],"not":[117],"go":[118],"away;":[119],"integrated":[122],"knowledge.":[126,149],"implication":[128,482],"current":[130,225],"theories":[131],"good":[136],"practice":[138],"consists":[139],"designing":[141],"environments":[143],"motivate":[145],"students":[146,155,183,222,229,273,304,341,381,399,463],"construct":[148],"involves":[151],"activities":[152,211,283],"provide":[154],"many":[156],"opportunities":[157],"think,":[159],"reason,":[160],"reflect":[162],"their":[164,173,187,307,315,349,386,389,416,427],"learning,":[165,437],"well":[167,353],"discussing":[169,473],"reflecting":[171],"peers.":[174],"Methods:":[175],"SRTE":[177,202,377,412],"was":[179],"developed":[180],"enhance":[182,380],"understanding":[184],"statistics,":[186],"ability":[188],"think":[190],"reason":[192],"statistically,":[193],"apply":[195],"skills":[198,421,434,441],"practice.":[200],"interactive":[205],"combination":[206],"materials,":[209],"class":[210,461],"culture,":[213],"discussion,":[214],"online":[215],"technology,":[216],"teaching":[217],"approach,":[218],"assessment.":[220],"90":[221],"cohort":[226],"35":[228],"year":[232],"cohorts":[233],"were":[234,370],"invited":[235],"participate":[237],"evaluate":[241,356,373],"six":[243,451],"principles":[244,452,487],"model:":[247],"1.":[248],"Focus":[249],"developing":[251,459],"central":[252],"ideas":[254],"rather":[255],"than":[256],"presenting":[258],"set":[259],"tools":[261,301],"procedures.":[263],"2.":[264],"Use":[265,281,336],"real":[266],"motivating":[268],"data":[269],"sets":[270],"engage":[272],"making":[275,467],"testing":[277,469],"research":[278,362,390,424,490],"hypotheses.":[279],"3.":[280],"classroom":[282,320],"support":[285],"development":[287,347],"4.":[294],"Integrate":[295],"use":[297,419,430],"appropriate":[299],"technological":[300],"allow":[303],"test":[306],"inferences,":[308],"explore":[309],"analyse":[311],"data,":[312,472],"reasoning.":[317],"5.":[318],"Promote":[319],"discourse":[321],"includes":[323],"arguments":[325],"sustained":[327],"exchanges":[328],"focus":[330],"significant":[332],"ideas.":[334],"6.":[335],"assessment":[337],"what":[340],"know":[342],"monitor":[345],"instructional":[357],"plans":[358],"progress.":[360],"Mixed":[361],"methods":[363],"using":[364,471],"both":[365],"qualitative":[366,404],"method":[369,378],"effectiveness":[375],"applications":[384],"work":[392,428],"related":[393],"projects.":[394],"Results:":[395],"majority":[397],"who":[400],"responded":[401],"interview":[405],"survey":[408],"indicated":[409],"significantly":[414],"enhanced":[415],"capacity":[417],"project":[425],"place,":[429],"further":[436,489],"transfer":[439],"projects":[444],"Discussions":[447],"conclusions:":[449],"outlined":[453],"earlier":[454],"key":[456],"elements":[457],"where":[462],"engaged":[465],"inference":[470],"explaining":[475],"reasoning,":[477],"focusing":[479],"implementation":[484],"work.":[492],"Keywords":[493],"-":[494],"Teaching,":[495],"Active":[496],"Learning,":[497],"Statistical":[498],"Thinking,":[499],"Postgraduate":[500],"Course,":[502],"Constructivism.":[503]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-09-27T08:07:27.782135","created_date":"2016-06-24T00:00:00"}
