{"id":29559,"date":"2025-07-22T11:23:20","date_gmt":"2025-07-22T09:23:20","guid":{"rendered":"https:\/\/www.revistanuclear.es\/?p=29559"},"modified":"2025-07-22T11:23:27","modified_gmt":"2025-07-22T09:23:27","slug":"the-human-error-paradox","status":"publish","type":"post","link":"https:\/\/www.revistanuclear.es\/en\/more-en\/the-human-error-paradox\/","title":{"rendered":"The Human Error Paradox"},"content":{"rendered":"<p style=\"text-align: justify;\"><div class=\"rn-icon-panel__wrap\" style=\"display:flex;justify-content:flex-start;\"><a class=\"rn-icon-panel descargar\" href=\"https:\/\/www.revistanuclear.es\/wp-content\/uploads\/2025\/07\/Paradoja-error-humano.pdf\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" style=\"--rn-bg:#8baf31;--rn-color:#ffffff;--rn-border:0px solid;--rn-shadow:0px 0px 0px;--rn-rounded:12px;--rn-padding:14px;--rn-gap:10px;--rn-icon-size:30px;\"><span class=\"rn-icon-panel__icon\" aria-hidden=\"true\"><img src=\"https:\/\/revistanuclear.es\/wp-content\/uploads\/2022\/12\/click.png\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/><\/span><span class=\"rn-icon-panel__text\">SEE FULL VERSION<\/span><\/a><br><\/div><span class=\"su-dropcap su-dropcap-style-simple\" style=\"font-size:2.5em\">C<\/span><span style=\"font-weight: 400;\">ontrolling human error in nuclear laboratories remains a challenge, especially in repetitive tasks such as entering parameters into gamma spectrometry software. This article presents an automated tool specifically designed to detect these errors before they affect the final result, successfully implemented at the Asc\u00f3 Nuclear Power Plant in collaboration with Tecnasa.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Based on the analysis of actual failures, it was identified that most errors originated not in the equipment or calculations, but rather in the moment the analyst manually entered the data. The solution was an advanced spreadsheet that automatically verifies up to 24 parameters per analysis, depending on the sample type, comparing them with reference values \u200b\u200bdefined by the laboratory itself.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">The system uses a simple visual code (green\/red) to alert about inconsistencies without blocking the workflow or interfering with the analyst&#8217;s technical judgment. It is integrated into the usual review process, so it does not add additional steps or require specific training.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">During its validation, errors were intentionally introduced, and the tool was able to accurately detect all of them. Since its implementation, a significant decrease in undetected errors has been observed, and, it has also allowed the collected data to be leveraged to anticipate operational decisions such as forecasting liquid discharges.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">This case demonstrates that applying automatic control principles, already established in other industrial sectors, can significantly improve the safety, reliability, and efficiency of radiochemical analysis. Automation does not mean replacing the analyst, but rather reinforcing their work with an additional layer of technical safety.<\/span><\/p>\n<p class=\"p1\"><div class=\"rn-icon-panel__wrap\" style=\"display:flex;justify-content:flex-start;\"><a class=\"rn-icon-panel\" href=\"https:\/\/www.revistanuclear.es\/wp-content\/uploads\/2025\/07\/Paradoja-error-humano.pdf\" target=\"_blank\" rel=\"noopener noreferrer nofollow\" style=\"--rn-bg:#8baf31;--rn-color:#ffffff;--rn-border:0px solid;--rn-shadow:0px 0px 0px;--rn-rounded:12px;--rn-padding:14px;--rn-gap:10px;--rn-icon-size:0px;\"><span class=\"rn-icon-panel__icon\" aria-hidden=\"true\"><img src=\"https:\/\/revistanuclear.es\/wp-content\/uploads\/2022\/12\/click.png\" alt=\"\" loading=\"lazy\" decoding=\"async\" \/><\/span><span class=\"rn-icon-panel__text\">SEE FULL VERSION<\/span><\/a><br><\/div>\n","protected":false},"excerpt":{"rendered":"<p>ontrolling human error in nuclear laboratories remains a challenge, especially in repetitive tasks such as entering parameters into gamma spectrometry software. This article presents an automated tool specifically designed to detect these errors before they affect the final result, successfully implemented at the Asc\u00f3 Nuclear Power Plant in collaboration with Tecnasa. Based on the analysis of actual failures, it was identified that most errors originated not in the equipment or calculations, but rather in the moment the analyst manually entered [&hellip;]<\/p>\n","protected":false},"author":1702,"featured_media":29568,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"mc4wp_mailchimp_campaign":[],"footnotes":""},"categories":[1585,3478],"tags":[2546,1741,3899,3901,3900,2320],"coauthors":[3903,3905,3907],"class_list":["post-29559","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-more","category-more-en","tag-automation","tag-gamma-spectrometry","tag-human-error","tag-nuclear-laboratory","tag-quality-control","tag-radiochemistry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>The Human Error Paradox - More...<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.revistanuclear.es\/en\/more-en\/the-human-error-paradox\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Human Error Paradox - More...\" \/>\n<meta property=\"og:description\" content=\"ontrolling human error in nuclear laboratories remains a challenge, especially in repetitive tasks such as entering parameters into gamma spectrometry software. This article presents an automated tool specifically designed to detect these errors before they affect the final result, successfully implemented at the Asc\u00f3 Nuclear Power Plant in collaboration with Tecnasa. Based on the analysis of actual failures, it was identified that most errors originated not in the equipment or calculations, but rather in the moment the analyst manually entered [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.revistanuclear.es\/en\/more-en\/the-human-error-paradox\/\" \/>\n<meta property=\"og:site_name\" content=\"Revista Nuclear Espa\u00f1a\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/SNE.spain\" \/>\n<meta property=\"article:published_time\" content=\"2025-07-22T09:23:20+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-07-22T09:23:27+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.revistanuclear.es\/wp-content\/uploads\/2025\/07\/Portada-grafico.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1920\" \/>\n\t<meta property=\"og:image:height\" content=\"1080\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Rub\u00e9n Risue\u00f1o Gonz\u00e1lez, Rub\u00e9n Hortig\u00fcela Mart\u00ednez, Helio S\u00fajar\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@SNEu235\" \/>\n<meta name=\"twitter:site\" content=\"@SNEu235\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Rub\u00e9n Risue\u00f1o Gonz\u00e1lez, Rub\u00e9n Hortig\u00fcela Mart\u00ednez, Helio S\u00fajar\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/\"},\"author\":{\"name\":\"Rub\u00e9n Risue\u00f1o Gonz\u00e1lez\",\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/#\\\/schema\\\/person\\\/20a8b98d1680b590e58b3b7cfd68627b\"},\"headline\":\"The Human Error Paradox\",\"datePublished\":\"2025-07-22T09:23:20+00:00\",\"dateModified\":\"2025-07-22T09:23:27+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/\"},\"wordCount\":355,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.revistanuclear.es\\\/wp-content\\\/uploads\\\/2025\\\/07\\\/Portada-grafico.jpg\",\"keywords\":[\"automation\",\"Gamma spectrometry\",\"human error\",\"nuclear laboratory\",\"quality control\",\"radiochemistry\"],\"articleSection\":[\"More...\",\"More...\"],\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/\",\"url\":\"https:\\\/\\\/www.revistanuclear.es\\\/en\\\/more-en\\\/the-human-error-paradox\\\/\",\"name\":\"The Human Error Paradox - 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