{"created":"2023-05-15T12:23:04.842026+00:00","id":14633,"links":{},"metadata":{"_buckets":{"deposit":"d6e19761-bc5f-44e8-9d78-3e0767bf876c"},"_deposit":{"created_by":10,"id":"14633","owners":[10],"pid":{"revision_id":0,"type":"depid","value":"14633"},"status":"published"},"_oai":{"id":"oai:kansai-u.repo.nii.ac.jp:00014633","sets":["528:933:953:1946"]},"author_link":["12594","36681"],"item_10_alternative_title_20":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"How to examine the evidence : the importance of stratifications"}]},"item_10_biblio_info_7":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2019-12-20","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"2-3","bibliographicPageEnd":"187","bibliographicPageStart":"165","bibliographicVolumeNumber":"69","bibliographic_titles":[{"bibliographic_title":"關西大學經済論集 "}]}]},"item_10_description_4":{"attribute_name":"概要","attribute_value_mlt":[{"subitem_description":"現代社会におけるデータおよびデータ分析の重要性はあらためて言うまでもない。高まるニーズに対し、諸外国に比べ対応の遅れていた学校教育でも、現在大学に在籍する学生が学んだ現行学習指導要領では「エビデンスに基づく判断の重要性」がその核をなす項目として掲げられ、従来以上に統計教育が重視されるようなった。一般にも、たとえばビッグデータ、データサイエンス、機械学習等のデータに関わる言葉が人口に膾炙するようになり、その重要性はより広く知られるようになってきた。このような動きの結果、社会は、多くの日本人は、データに強くなったのだろうか。残念ながら、知識が不十分な場合や知識があっても応用の場面で正しく適用されない場合が散見される。また、せっかく正しいツールを正しく使ったとしても、解釈・考察の段階で誤った結論を導出してしまうことも少なくない。本稿では、いくつかの事例を通して、データを扱う際に生じる問題を整理し、その原因を探り、今後、どのような配慮をしながら教育を行っていく必要があるかについていくつかの面から検討を行っていく。","subitem_description_type":"Other"}]},"item_10_full_name_3":{"attribute_name":"著者別名","attribute_value_mlt":[{"nameIdentifiers":[{"nameIdentifier":"36681","nameIdentifierScheme":"WEKO"}],"names":[{"name":"Hashimoto, Noriko"}]}]},"item_10_publisher_34":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"關西大学經済學會"}]},"item_10_relation_10":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_relation_type_id":{"subitem_relation_type_id_text":" AN00046869","subitem_relation_type_select":"NCID"}}]},"item_10_relation_43":{"attribute_name":"シリーズ","attribute_value_mlt":[{"subitem_relation_name":[{"subitem_relation_name_text":"経済学文献季報分類番号 ; 02-13 ; 02-21 ; 16-10"}]}]},"item_10_source_id_8":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"04497554","subitem_source_identifier_type":"ISSN"}]},"item_10_version_type_17":{"attribute_name":"著者版フラグ","attribute_value_mlt":[{"subitem_version_resource":"http://purl.org/coar/version/c_970fb48d4fbd8a85","subitem_version_type":"VoR"}]},"item_creator":{"attribute_name":"著者","attribute_type":"creator","attribute_value_mlt":[{"creatorNames":[{"creatorName":"橋本, 紀子"}],"nameIdentifiers":[{"nameIdentifier":"12594","nameIdentifierScheme":"WEKO"},{"nameIdentifier":"60198687","nameIdentifierScheme":"e-Rad","nameIdentifierURI":"https://nrid.nii.ac.jp/ja/nrid/1000060198687"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2019-12-19"}],"displaytype":"detail","filename":"KU-1100-20191220-03.pdf","filesize":[{"value":"1.1 MB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"KU-1100-20191220-03.pdf","url":"https://kansai-u.repo.nii.ac.jp/record/14633/files/KU-1100-20191220-03.pdf"},"version_id":"3d3ff8f2-9c2d-449e-9134-e3174669a149"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"エビデンス","subitem_subject_scheme":"Other"},{"subitem_subject":"問題解決力","subitem_subject_scheme":"Other"},{"subitem_subject":"グラフ","subitem_subject_scheme":"Other"},{"subitem_subject":"数値指標","subitem_subject_scheme":"Other"},{"subitem_subject":"ヒストグラム","subitem_subject_scheme":"Other"},{"subitem_subject":"散布図","subitem_subject_scheme":"Other"},{"subitem_subject":"層別","subitem_subject_scheme":"Other"},{"subitem_subject":"関西大学","subitem_subject_scheme":"Other"},{"subitem_subject":"Kansai University","subitem_subject_scheme":"Other"}]},"item_language":{"attribute_name":"言語","attribute_value_mlt":[{"subitem_language":"jpn"}]},"item_resource_type":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"resourcetype":"departmental bulletin paper","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"エビデンスを視る力 : 層別の重要性","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"エビデンスを視る力 : 層別の重要性"}]},"item_type_id":"10","owner":"10","path":["1946"],"pubdate":{"attribute_name":"公開日","attribute_value":"2019-12-20"},"publish_date":"2019-12-20","publish_status":"0","recid":"14633","relation_version_is_last":true,"title":["エビデンスを視る力 : 層別の重要性"],"weko_creator_id":"10","weko_shared_id":-1},"updated":"2023-05-17T03:16:28.215575+00:00"}