{"id":772,"date":"2025-12-13T20:52:10","date_gmt":"2025-12-13T20:52:10","guid":{"rendered":"https:\/\/itaca.ai\/?p=772"},"modified":"2026-09-17T11:59:59","modified_gmt":"2026-09-17T11:59:59","slug":"7-types-of-errors-in-clinical-documentation-how-to-avoid-them","status":"publish","type":"post","link":"https:\/\/itaca.ai\/en\/guides\/7-tipos-de-errores-en-la-documentacion-clinica-como-evitarlos\/","title":{"rendered":"Errors in clinical documentation: 7 types and how to prevent them"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><strong>Errors in clinical documentation are not all the same.<\/strong> They can appear because a piece of data is missing, it is transcribed incorrectly, the wording allows for multiple interpretations, information from another patient is mixed in, or content that is no longer valid is retained. Identifying the type of error makes it possible to choose a specific control instead of simply \u201cchecking better.\u201d.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">This guide organizes seven frequent types, shows fictitious examples, and proposes controls to detect them before the note is used in continuity of care. Formal requirements vary by profession, institution, and country; always confirm the applicable procedure in your environment.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"en-esta-guia\">In this guide<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"#resumen-tipos\">Summary of the seven types<\/a><\/li>\n\n\n<li><a href=\"#tipos-de-errores\">How to recognize each error<\/a><\/li>\n\n\n<li><a href=\"#ejemplo-revision\">Review example<\/a><\/li>\n\n\n<li><a href=\"#controles-documentacion\">Checks before, during, and after<\/a><\/li>\n\n\n<li><a href=\"#ia-documentacion\">How AI can help<\/a><\/li>\n\n\n<li><a href=\"#preguntas-frecuentes\">Frequently Asked Questions<\/a><\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"resumen-tipos\">Seven types of errors in clinical documentation<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Type<\/th><th>How it manifests<\/th><th>Main control<\/th><\/tr><\/thead><tbody><tr><td><strong>Omission<\/strong><\/td><td>Necessary information is missing to understand the encounter or continue care.<\/td><td>Contrast the note with the meeting, the available documents, and the required fields.<\/td><\/tr><tr><td><strong>Transcript or screenshot<\/strong><\/td><td>A name, number, date, medication, result, or phrase is recorded differently from the source.<\/td><td>Verify sensitive data against its original source.<\/td><\/tr><tr><td><strong>Ambiguity<\/strong><\/td><td>The wording does not make it possible to distinguish what happened, who reported it, or what degree of certainty exists.<\/td><td>Add context, source, tense, and level of certainty.<\/td><\/tr><tr><td><strong>Identification<\/strong><\/td><td>The note is linked to the wrong patient, episode, document, or professional.<\/td><td>Verify the identifiers established by the organization before saving or signing.<\/td><\/tr><tr><td><strong>Update<\/strong><\/td><td>Old information is kept as if it were still current.<\/td><td>Mark dates, check changes, and review all reused content.<\/td><\/tr><tr><td><strong>Format and structure<\/strong><\/td><td>The data is present, but it is difficult to find or interpret.<\/td><td>Use a consistent structure and separate history, findings, assessment, and plan.<\/td><\/tr><tr><td><strong>Authorship and integrity<\/strong><\/td><td>It remains unclear who documented it, when it was modified, or how the record was corrected.<\/td><td>Preserve signature, date, version, and traceability according to the institutional workflow.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">Categories can overlap. For example, copying a previous note without verifying it can simultaneously produce an update error, an omission, and an incorrect attribution. To turn this classification into an operational review, use the <a href=\"https:\/\/itaca.ai\/en\/guides\/clinical-documentation-checklist-before-signing\/\">clinical notes checklist before signing<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"tipos-de-errores\">How to recognize each type of error<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-omision\">1. Omission: relevant information is missing<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">There is an omission when the note does not contain necessary data to understand what happened, why a decision was made, or what should happen next. This does not mean that every note must record everything: the problem is that information relevant to that encounter is missing.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> A change of treatment is documented without recording the reason or the information that motivated it. <strong>Useful control:<\/strong> Before closing the note, ask yourself whether another person could understand the evaluation and continue the plan without reconstructing the consultation from scratch.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-transcripcion\">2. Transcription or capture: the record does not match the source<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A transcription error can be introduced when typing, dictating, copying, importing, or summarizing information. Numerical data, dates, names, results, allergies, and medications require deliberate verification because a grammatically correct sentence can also be clinically incorrect.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> the draft retains \u201c15\u201d where the original document says \u201c1,5\u201d. <strong>Useful control:<\/strong> Return to the original source for any data whose change in value or unit alters the interpretation.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-ambiguedad\">3. Ambiguity: the text allows for more than one reading<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Expressions such as \u201cbetter,\u201d \u201cstable,\u201d \u201cunchanged,\u201d or \u201cremain the same\u201d lose their usefulness if they do not indicate relative to what, since when, or under what observation. It is also ambiguous to present something reported by the patient or a third party as an objective finding.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> \u201ccontrolled pain.\u201d A more reviewable phrasing would indicate who reports it, what changed, and over what period. <strong>Useful control:<\/strong> distinguish what was reported, what was observed, the professional evaluation, and the plan.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-identificacion\">4. Identification: wrong patient, episode, or document<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Identification does not end with the patient's name. The episode, date, location, professional, and the documents being incorporated must also match. The Joint Commission maintains correct patient identification as part of its \u201cRight Patient, Right Care\u201d goal, and the WHO recommends standardized verification procedures.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> a correct result is added to the wrong episode for a person with a similar name. <strong>Useful control:<\/strong> apply the identifiers and verifications defined by your organization; do not use physical location as a substitute for identity.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-actualizacion\">5. Update: outdated information presented as current<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Copying or reusing content can save time, but it can also perpetuate histories, lists, findings, or plans that have already changed. AHRQ has documented how the thoughtless use of copy-and-paste or autocomplete text can propagate inaccurate information within the record.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> a note keeps a symptom denied in the current consultation because it was present in a previous version. <strong>Useful control:<\/strong> Treat all repurposed content as information pending verification, not as current fact.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-estructura\">6. Format and structure: the information is there, but it cannot be used well<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">A note can be complete and still difficult to review. Long paragraphs, duplicate information, or a mix of history, findings, assessment, and plan increase the effort required to locate what is important.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> Pending items appear hidden within the narration and are indistinguishable from the executed plan. <strong>Useful control:<\/strong> use a stable structure\u2014for example, <a href=\"https:\/\/itaca.ai\/en\/guides\/automatic-soap-notes-video-calls-clinics\/\">SOAP where applicable<\/a>\u2014 and adapt the template to the type of care.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"errores-integridad\">7. Authorship and integrity: it is not clear who did what and when<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">The note must retain sufficient context regarding its authorship, date, status, and modifications. When a correction occurs after signing, the procedure depends on the system, the institution, and the applicable regulations; silently overwriting the original record makes it difficult to reconstruct what happened.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Fictional example:<\/strong> A record is corrected after signing, but it is not visible what changed or who made the correction. <strong>Useful control:<\/strong> use the authorized correction or addendum mechanism and preserve the <a href=\"https:\/\/itaca.ai\/en\/guides\/traceability-medical-records-security\/\">medical record traceability<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ejemplo-revision\">Example: review a note before using it<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Consider this fictional fragment:<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u201cPatient improved. Studies reviewed. Continue the same and follow-up.\u201d<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">The phrase seems brief and orderly, but leaves unresolved questions: what improved?, what studies were reviewed?, what does \u201cequal\u201d mean?, when should the follow-up be done and what is pending? Revision does not consist of making the note longer, but of recovering the context that allows it to be interpreted.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Review question<\/th><th>Possible correction<\/th><\/tr><\/thead><tbody><tr><td>What is the source?<\/td><td>Indicate whether the information was reported by the patient, observed, or taken from an identified document.<\/td><\/tr><tr><td>What changed?<\/td><td>Describe the relevant change and the compared period, without inventing missing data.<\/td><\/tr><tr><td>What was reviewed?<\/td><td>Name the study or document and its date when relevant.<\/td><\/tr><tr><td>What's next?<\/td><td>Specify the agreed action, pending item, or follow-up based on the actual meeting.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"controles-documentacion\">Checks before, during, and after checking in<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"control-antes\">Before<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Open the correct medical record and encounter.<\/li>\n\n\n<li>Confirm the identifiers defined by your organization.<\/li>\n\n\n<li>Gather the documents and background information that will indeed be used in the meeting.<\/li>\n\n\n<li>Select a suitable template without assuming that all fields apply.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"control-durante\">During<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Differentiate between what is referred, what is observed, and what is evaluated.<\/li>\n\n\n<li>Leave the missing data visible instead of completing them by inference.<\/li>\n\n\n<li>Log treatment changes, pending items, and follow-up with sufficient context.<\/li>\n\n\n<li>Avoid transferring previous text without verifying its current validity.<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"control-despues\">After<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Contrast the sensitive data with the original source.<\/li>\n\n\n<li>Revise coherence between findings, evaluation, and plan.<\/li>\n\n\n<li>Check patient, episode, authorship, date, and note status.<\/li>\n\n\n<li>Apply the <a href=\"https:\/\/itaca.ai\/en\/guides\/clinical-documentation-checklist-before-signing\/\">checklist before signing<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ia-documentacion\">How AI can help without hiding the review<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">An AI tool can reduce manual writing, organize the conversation into a structure, and make certain pending data more visible. It cannot guarantee on its own that the note is complete, correct, or appropriate for your jurisdiction. The output must remain as a draft until the professional cross-references it with the encounter and approves it.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Itaca processes the clinical conversation and prepares a structured draft while you attend. Afterward, you can review, correct, and approve the note before adding it to the chart. The value is not in skipping control, but in spending less time starting from scratch and more time reviewing organized information.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/itaca.ai\/en\/clinical-notes-ai\/\" style=\"text-decoration:none\">Understand the AI clinical note workflow<\/a><\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"corregir-nota-firmada\">What to do when the error is detected after signing<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">There is no universal rule for all countries, professions, and institutions. In general, it is advisable to keep the original record and use the authorized mechanism for correction, clarification, or addendum, so that the authorship and date remain visible. Consult your organization's procedure and local regulations before modifying a signed note.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">To delve deeper, review the guide on <a href=\"https:\/\/itaca.ai\/en\/guides\/traceability-medical-records-security\/\">changes, signature, and auditing of the medical record<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"preguntas-frecuentes\">Frequently Asked Questions<\/h2>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Is a documentation error the same as a clinical error?<\/summary>\n<p class=\"wp-block-paragraph\">Not necessarily. A documentation error affects what is recorded; a clinical error affects assessment, decision-making, or care. They can coexist and one can contribute to the other, but they must be analyzed separately.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>What is the most frequent documentation error?<\/summary>\n<p class=\"wp-block-paragraph\">There is no universal answer. The frequency depends on the environment, the specialty, the system, and the measurement method. That is why it is more useful to classify the observed errors in your own workflow and apply specific controls.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>Can AI eliminate errors in clinical notes?<\/summary>\n<p class=\"wp-block-paragraph\">No. It can help capture and structure information, but it can also omit, misinterpret, or add inaccurate content. Professional review and fact-checking against sources remain necessary.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary>What regulations must a clinical note follow?<\/summary>\n<p class=\"wp-block-paragraph\">It depends on the country, the profession, the type of care, and the institution. Consult the local procedure and, as a starting point, the context of <a href=\"https:\/\/itaca.ai\/en\/artificial-intelligence-in-medicine\/\">Medical AI and documentation by country<\/a>.<\/p>\n<\/details>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"fuentes\">Recommended sources and readings<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/www.jointcommission.org\/en-us\/standards\/national-performance-goals\/right-patient-right-care\" target=\"_blank\" rel=\"noopener noreferrer\">The Joint Commission: Right Patient, Right Care<\/a>.<\/li>\n\n\n<li><a href=\"https:\/\/www.who.int\/teams\/integrated-health-services\/patient-safety\/research\/patient-safety-solutions\" target=\"_blank\" rel=\"noopener noreferrer\">World Health Organization: Patient Safety Solutions<\/a>.<\/li>\n\n\n<li><a href=\"https:\/\/psnet.ahrq.gov\/web-mm\/copy-and-paste-notes-and-autopopulated-text-electronic-health-record\" target=\"_blank\" rel=\"noopener noreferrer\">AHRQ PSNet: Copy and Paste Notes and Autopopulated Text in the EHR<\/a>.<\/li>\n\n\n<li><a href=\"https:\/\/www.ahrq.gov\/diagnostic-safety\/resources\/issue-briefs\/dxsafety-ehr-impact4.html\" target=\"_blank\" rel=\"noopener noreferrer\">AHRQ: Challenges and Opportunities for Improvement in Diagnostic Documentation<\/a>.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"recursos-relacionados\">Related resources<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/itaca.ai\/en\/guides\/clinical-documentation-checklist-before-signing\/\">Clinical notes checklist before signing<\/a><\/li>\n\n\n<li><a href=\"https:\/\/itaca.ai\/en\/guides\/best-practices-for-medical-documentation\/\">Best practices for daily medical documentation<\/a><\/li>\n\n\n<li><a href=\"https:\/\/itaca.ai\/en\/clinical-notes-ai\/\">AI clinical notes and professional review<\/a><\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>Identify seven types of errors in clinical documentation, see examples, and apply practical controls to prevent them before using the record.<\/p>","protected":false},"author":2,"featured_media":773,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","slim_seo":{"title":"Errores en la documentaci\u00f3n cl\u00ednica: 7 tipos y c\u00f3mo prevenirlos - Itaca","description":"Identify seven types of errors in clinical documentation, see examples, and apply practical controls to prevent them before using the record."},"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_feature_clip_id":0,"_jetpack_memberships_contains_paid_content":false,"_slim_seo_primary_term_category":0,"_slim_seo_primary_term_post_tag":0,"_joinchat":[],"footnotes":"","jetpack_post_was_ever_published":false},"categories":[15],"tags":[19,28],"class_list":["post-772","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-guides","tag-documentation","tag-medical-documents"],"jetpack_sharing_enabled":true,"jetpack_featured_media_url":"https:\/\/i0.wp.com\/itaca.ai\/wp-content\/uploads\/2025\/12\/image_1764661345541.jpg?fit=1344%2C768&ssl=1","_links":{"self":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts\/772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/comments?post=772"}],"version-history":[{"count":16,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts\/772\/revisions"}],"predecessor-version":[{"id":4240,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/posts\/772\/revisions\/4240"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/media\/773"}],"wp:attachment":[{"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/media?parent=772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/categories?post=772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/itaca.ai\/en\/wp-json\/wp\/v2\/tags?post=772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}