{"created":"2023-06-28T07:20:33.410114+00:00","id":11,"links":{},"metadata":{"_buckets":{"deposit":"7d3c7cf4-8eba-478d-99e9-8a0532f11cf7"},"_deposit":{"created_by":2,"id":"11","owners":[2],"pid":{"revision_id":0,"type":"depid","value":"11"},"status":"published"},"_oai":{"id":"oai:gchs.repo.nii.ac.jp:00000011","sets":["6:7"]},"author_link":["40","38","39","37"],"item_2_alternative_title_12":{"attribute_name":"その他のタイトル","attribute_value_mlt":[{"subitem_alternative_title":"Analysis of human errors caused by radiological technologists during radiotherapy with using of the questionnaire and text mining"}]},"item_2_biblio_info_6":{"attribute_name":"書誌情報","attribute_value_mlt":[{"bibliographicIssueDates":{"bibliographicIssueDate":"2011-06-25","bibliographicIssueDateType":"Issued"},"bibliographicIssueNumber":"1","bibliographicPageEnd":"48","bibliographicPageStart":"40","bibliographicVolumeNumber":"14","bibliographic_titles":[{"bibliographic_title":"日本保健科学学会誌"}]}]},"item_2_description_14":{"attribute_name":"資源タイプ","attribute_value_mlt":[{"subitem_description":"Article","subitem_description_type":"Other"}]},"item_2_description_3":{"attribute_name":"抄録","attribute_value_mlt":[{"subitem_description":"放射線治療業務は,高度化,多様化し,さまざまなヒューマンエラーが発生している。本研究では,質問紙調査の結果について,エラーと多忙度との関係・テキストマイニングを用いて放射線治療で発生するエラーを分析した。診療放射線技師665名(群馬県内の診療放射線技師553名および東京都内A大学系列病院112名)に質問紙調査を実施し,これまでに経験したエラー内容を回答してもらった。分析には形態素解析ソフト「茶筌」を用いて形態素の抽出等を行った。また,クラスター分析を実施した。その結果,経験したエラー内容としては,「入力ミス等によって過剰・過少照射をしたこと」が最も多かった。また,発生したエラーの状況の形態素は出現頻度順に「患者」,「照射」,「治療」であった。発生原因については「患者」,「確認」,「照射」であった。これらの方法を用いることで,エラーが発生した状況や原因について量的・質的に分析することができた。","subitem_description_type":"Abstract"},{"subitem_description":"Modern radiotherapy has been improved and diversified, however, various human errors occur during treatment. Relationship between errors and workload was examined using text mining. A questionnaire survey was conducted executed with radiological technologists (n=665) that were working in Gunma Prefecture (n=553) and at hospitals affiliated with a university in Tokyo (n=112), in order to investigate errors made by the technologists. The results were analyzed using morphological analysis software \"Win Cha 2000\" and morphemes were extracted. Cluster analysis was also conducted. The results indicated that the errors of over, or under irradiation caused by input mistakes were the most frequent type of error. Morphemes of error conditions were \"patient,\" \"irradiation,\" and \"therapy\" according to the order of the frequency of these errors, and morphemes of the cause of error were \"patient,\" \"confirmation,\" and \"irradiation.\" The method of analysis used in the present study made it possible to analyze the causes and conditions of errors both quantitatively and qualitatively.","subitem_description_type":"Abstract"}]},"item_2_description_4":{"attribute_name":"内容記述","attribute_value_mlt":[{"subitem_description":"•rights: 日本保健科学学会 \n•rights: 本文データは学協会の許諾に基づきCiNiiから複製したものである \n•relation: isVersionOf:\nhttp://ci.nii.ac.jp/naid/110008672935","subitem_description_type":"Other"},{"subitem_description":"原著","subitem_description_type":"Other"}]},"item_2_description_5":{"attribute_name":"引用","attribute_value_mlt":[{"subitem_description":"日本保健科学学会誌 14(1),40-48,2011","subitem_description_type":"Other"}]},"item_2_publisher_13":{"attribute_name":"出版者","attribute_value_mlt":[{"subitem_publisher":"日本保健科学学会"}]},"item_2_source_id_7":{"attribute_name":"ISSN","attribute_value_mlt":[{"subitem_source_identifier":"1880-0211","subitem_source_identifier_type":"ISSN"}]},"item_2_source_id_8":{"attribute_name":"書誌レコードID","attribute_value_mlt":[{"subitem_source_identifier":"AA12001334","subitem_source_identifier_type":"NCID"}]},"item_2_version_type_10":{"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":"五十嵐, 博"}],"nameIdentifiers":[{"nameIdentifier":"37","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"福士, 政広"}],"nameIdentifiers":[{"nameIdentifier":"38","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Igarashi, Hiroshi","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"39","nameIdentifierScheme":"WEKO"}]},{"creatorNames":[{"creatorName":"Fukushi, Masahiro","creatorNameLang":"en"}],"nameIdentifiers":[{"nameIdentifier":"40","nameIdentifierScheme":"WEKO"}]}]},"item_files":{"attribute_name":"ファイル情報","attribute_type":"file","attribute_value_mlt":[{"accessrole":"open_date","date":[{"dateType":"Available","dateValue":"2021-03-09"}],"displaytype":"detail","filename":"110008672935.pdf","filesize":[{"value":"824.0 kB"}],"format":"application/pdf","licensetype":"license_note","mimetype":"application/pdf","url":{"label":"110008672935.pdf","url":"https://gchs.repo.nii.ac.jp/record/11/files/110008672935.pdf"},"version_id":"6f7a6a88-8391-4a0a-9984-cb706b185107"}]},"item_keyword":{"attribute_name":"キーワード","attribute_value_mlt":[{"subitem_subject":"放射線治療","subitem_subject_scheme":"Other"},{"subitem_subject":"診療放射線技師","subitem_subject_scheme":"Other"},{"subitem_subject":"ヒューマンエラー","subitem_subject_scheme":"Other"},{"subitem_subject":"多忙度","subitem_subject_scheme":"Other"},{"subitem_subject":"テキストマイニング・クラスター分析","subitem_subject_scheme":"Other"},{"subitem_subject":"radiotherapy","subitem_subject_scheme":"Other"},{"subitem_subject":"radiological technologist","subitem_subject_scheme":"Other"},{"subitem_subject":"human error","subitem_subject_scheme":"Other"},{"subitem_subject":"degree of busyness","subitem_subject_scheme":"Other"},{"subitem_subject":"text mining","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":"journal article","resourceuri":"http://purl.org/coar/resource_type/c_6501"}]},"item_title":"質問紙票を用いた放射線治療における診療放射線技師のヒューマンエラー分析","item_titles":{"attribute_name":"タイトル","attribute_value_mlt":[{"subitem_title":"質問紙票を用いた放射線治療における診療放射線技師のヒューマンエラー分析"}]},"item_type_id":"2","owner":"2","path":["7"],"pubdate":{"attribute_name":"公開日","attribute_value":"2013-03-21"},"publish_date":"2013-03-21","publish_status":"0","recid":"11","relation_version_is_last":true,"title":["質問紙票を用いた放射線治療における診療放射線技師のヒューマンエラー分析"],"weko_creator_id":"2","weko_shared_id":2},"updated":"2023-06-28T07:22:56.941988+00:00"}