{"id":"https://openalex.org/W2562026159","doi":"https://doi.org/10.14434/josotl.v16i6.20261","title":"Student Achievement in Undergraduate Statistics: The Value of Encouraging Failure","display_name":"Student Achievement in Undergraduate Statistics: The Value of Encouraging Failure","publication_year":2016,"publication_date":"2016-12-26","ids":{"openalex":"https://openalex.org/W2562026159","doi":"https://doi.org/10.14434/josotl.v16i6.20261","mag":"2562026159"},"language":"en","primary_location":{"id":"doi:10.14434/josotl.v16i6.20261","doi":"https://doi.org/10.14434/josotl.v16i6.20261","is_oa":true,"landing_page_url":"https://doi.org/10.14434/josotl.v16i6.20261","pdf_url":null,"source":{"id":"https://openalex.org/S2764481657","display_name":"Journal of the Scholarship of Teaching and Learning","issn_l":"1527-9316","issn":["1527-9316"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319732","host_organization_name":"Indiana University Press","host_organization_lineage":["https://openalex.org/P4310319732"],"host_organization_lineage_names":["Indiana University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Scholarship of Teaching and Learning","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.14434/josotl.v16i6.20261","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5050332699","display_name":"Joseph Ferrandino","orcid":"https://orcid.org/0000-0002-5516-1392","observed_orcids":["https://orcid.org/0000-0002-5516-1392"]},"institutions":[{"id":"https://openalex.org/I4210093298","display_name":"Indiana University Northwest","ror":"https://ror.org/00n9fkm63","country_code":"US","type":"education","lineage":["https://openalex.org/I4210093298","https://openalex.org/I592451"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Joseph A Ferrandino","raw_affiliation_strings":["Indiana University Northwest"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indiana University Northwest","institution_ids":["https://openalex.org/I4210093298"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5050332699"],"corresponding_institution_ids":["https://openalex.org/I4210093298"],"apc_list":null,"apc_paid":null,"fwci":1.1144,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.83039969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":"16","issue":"6","first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11875","display_name":"Statistics Education and Methodologies","score":0.986299991607666,"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":0.986299991607666,"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/T10959","display_name":"Student Assessment and Feedback","score":0.009999999776482582,"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":0.0013000000035390258,"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/undergraduate-statistics-education","display_name":"undergraduate statistics education","score":0.7070000171661377},{"id":"https://openalex.org/keywords/academic-achievement","display_name":"academic performance","score":0.6439999938011169},{"id":"https://openalex.org/keywords/course-redesign","display_name":"course redesign","score":0.5910000205039978},{"id":"https://openalex.org/keywords/dfw-rates","display_name":"DFW rates","score":0.6019999980926514},{"id":"https://openalex.org/keywords/hybrid-courses","display_name":"hybrid courses","score":0.6290000081062317},{"id":"https://openalex.org/keywords/online-courses","display_name":"online courses","score":0.9980000257492065},{"id":"https://openalex.org/keywords/course-modality","display_name":"course modality","score":0.6880000233650208},{"id":"https://openalex.org/keywords/knowledge-retention","display_name":"knowledge retention","score":0.4309999942779541}],"concepts":[{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.6591283679008484},{"id":"https://openalex.org/C2777267654","wikidata":"https://www.wikidata.org/wiki/Q3519023","display_name":"Test (biology)","level":2,"score":0.5495036840438843},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.5408090353012085},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5091251730918884},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.47074705362319946},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.4536908268928528},{"id":"https://openalex.org/C3018023364","wikidata":"https://www.wikidata.org/wiki/Q425265","display_name":"Significant difference","level":2,"score":0.42678719758987427},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.4215832054615021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3631063997745514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.242873877286911},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09481394290924072},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.14434/josotl.v16i6.20261","doi":"https://doi.org/10.14434/josotl.v16i6.20261","is_oa":true,"landing_page_url":"https://doi.org/10.14434/josotl.v16i6.20261","pdf_url":null,"source":{"id":"https://openalex.org/S2764481657","display_name":"Journal of the Scholarship of Teaching and Learning","issn_l":"1527-9316","issn":["1527-9316"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319732","host_organization_name":"Indiana University Press","host_organization_lineage":["https://openalex.org/P4310319732"],"host_organization_lineage_names":["Indiana University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Scholarship of Teaching and Learning","raw_type":"journal-article"},{"id":"pmh:oai:ojs.scholarworks.iu.edu:article/20261","doi":null,"is_oa":true,"landing_page_url":"https://scholarworks.iu.edu/journals/index.php/josotl/article/view/20261","pdf_url":"https://scholarworks.iu.edu/journals/index.php/josotl/article/download/20261/28932","source":{"id":"https://openalex.org/S4306402335","display_name":"Indiana Magazine of History (Indiana University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I592451","host_organization_name":"Indiana University","host_organization_lineage":["https://openalex.org/I592451"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"1527-9316","raw_type":"Research Report"},{"id":"pmh:oai:doaj.org/article:5551afa759494503af35a4fe980ac55b","doi":null,"is_oa":false,"landing_page_url":"https://doaj.org/article/5551afa759494503af35a4fe980ac55b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Journal of the Scholarship of Teaching and Learning, Vol 16, Iss 6 (2016)","raw_type":"article"},{"id":"mag:2598410288","doi":null,"is_oa":true,"landing_page_url":"http://files.eric.ed.gov/fulltext/EJ1124276.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S2764481657","display_name":"Journal of the Scholarship of Teaching and Learning","issn_l":"1527-9316","issn":["1527-9316"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319732","host_organization_name":"Indiana University Press","host_organization_lineage":["https://openalex.org/P4310319732"],"host_organization_lineage_names":["Indiana University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":"Journal of the Scholarship of Teaching and Learning","raw_type":null}],"best_oa_location":{"id":"doi:10.14434/josotl.v16i6.20261","doi":"https://doi.org/10.14434/josotl.v16i6.20261","is_oa":true,"landing_page_url":"https://doi.org/10.14434/josotl.v16i6.20261","pdf_url":null,"source":{"id":"https://openalex.org/S2764481657","display_name":"Journal of the Scholarship of Teaching and Learning","issn_l":"1527-9316","issn":["1527-9316"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["cwts-core","doaj"],"host_organization":"https://openalex.org/P4310319732","host_organization_name":"Indiana University Press","host_organization_lineage":["https://openalex.org/P4310319732"],"host_organization_lineage_names":["Indiana University Press"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of the Scholarship of Teaching and Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9901999831199646,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2562026159.pdf","grobid_xml":"https://content.openalex.org/works/W2562026159.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W158537685","https://openalex.org/W1483906774","https://openalex.org/W1503386512","https://openalex.org/W1854864725","https://openalex.org/W1969755276","https://openalex.org/W1978623124","https://openalex.org/W1983245963","https://openalex.org/W1992763483","https://openalex.org/W1994670242","https://openalex.org/W2020611325","https://openalex.org/W2029023799","https://openalex.org/W2032885582","https://openalex.org/W2080955777","https://openalex.org/W2084561537","https://openalex.org/W2090672960","https://openalex.org/W2092100586","https://openalex.org/W2092301601","https://openalex.org/W2119119375","https://openalex.org/W2122917134","https://openalex.org/W2133705455","https://openalex.org/W2134060768","https://openalex.org/W2155589898","https://openalex.org/W2167633694","https://openalex.org/W2536110169","https://openalex.org/W2810035093","https://openalex.org/W2810563575","https://openalex.org/W2952699105","https://openalex.org/W4242884837"],"related_works":["https://openalex.org/W2598410288","https://openalex.org/W2619167346","https://openalex.org/W7165003714","https://openalex.org/W4393538540","https://openalex.org/W1576423779","https://openalex.org/W7161053171","https://openalex.org/W4416245126","https://openalex.org/W2780959436","https://openalex.org/W4401419850","https://openalex.org/W4407572040"],"abstract_inverted_index":{"This":[0],"article":[1,148],"details":[2],"what":[3],"resulted":[4],"when":[5],"I":[6],"re-designed":[7],"my":[8],"undergraduate":[9,57],"statistics":[10,58],"course":[11,92],"to":[12,36,145],"allow":[13],"failure":[14],"as":[15],"a":[16,61,66],"learning":[17,48],"strategy":[18],"and":[19,30,43,52,64,80,103,160,166],"focused":[20],"on":[21,46,49,99,106],"achievement":[22],"rather":[23],"than":[24,123,131],"performance.":[25],"A":[26],"variety":[27],"of":[28,40,154,163],"within":[29],"between":[31,88],"class":[32],"t-tests":[33],"are":[34],"utilized":[35],"determine":[37],"the":[38,74,89,124,152,161,164,167],"impact":[39],"unlimited":[41,155],"test":[42,104],"quiz":[44,102,134],"opportunities":[45],"student":[47],"both":[50,110],"quizzes":[51],"subsequent":[53],"assignments":[54,117],"in":[55,84,109],"two":[56,90],"courses":[59],"(one":[60],"15-week":[62],"hybrid":[63],"one":[65],"6-week":[67],"online":[68],"course).":[69],"The":[70,147],"results":[71,153],"show":[72],"that":[73,138],"previous":[75],"DFW":[76],"rate":[77],"was":[78,86,141],"reduced,":[79],"no":[81],"significant":[82],"difference":[83],"outcomes":[85],"found":[87],"different":[91],"modalities.":[93],"Furthermore,":[94],"students":[95,119],"achieved":[96,120],"significantly":[97,121,129],"higher":[98,122],"their":[100],"last":[101],"attempts":[105],"every":[107],"instrument":[108],"semesters,":[111],"with":[112,157],"large":[113],"effect":[114],"sizes.":[115],"Corresponding":[116],"showed":[118],"mean":[125,133],"first":[126],"attempt,":[127],"but":[128],"lower":[130],"final":[132],"attempt":[135],"scores,":[136],"showing":[137],"some":[139],"knowledge":[140],"not":[142],"carried":[143],"over":[144],"application.":[146],"concludes":[149],"by":[150],"evaluating":[151],"testing":[156],"minimum":[158],"standards":[159],"limitations":[162],"study":[165],"pedagogical":[168],"model.":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2017-01-06T00:00:00"}
