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Related Concept Videos

Guidelines for Nursing Documentation II01:26

Guidelines for Nursing Documentation II

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Effective documentation is an integral part of nursing practice. Here are some essential guidelines to follow when documenting patient care:
Timely documentation is crucial to ensure continuity of care for patients. Any delays in recording or reporting medical information can result in medical errors and even adverse patient outcomes. From medication administration to diagnostic test results, every detail must be accurately and promptly documented to provide the best possible care for patients.
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Guidelines for Nursing Documentation I01:30

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Quality documentation and reporting share essential characteristics that ensure they are practical and valuable resources for those who use them. These characteristics are:
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Methods of Documentation VI: Case Management Model01:15

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The case management model is a multidisciplinary approach that involves healthcare professionals from diverse disciplines, such as physicians, nurses, therapists, social workers, and pharmacists, working collaboratively to address the various needs of patients. Each healthcare professional brings unique expertise and perspectives, contributing to a more comprehensive understanding of the patient's condition and tailoring treatment plans accordingly.
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Introduction to Documentation and Reporting01:20

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Documentation is the systematic process of formally recording, maintaining, and communicating information.
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Data Reporting and Recording01:24

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Reporting and recording are crucial in data documentation. The timely, thorough, and accurate documentation of facts is essential when recording patient data. Failure to record findings during an assessment or interpretation of a problem will result in loss of information and make the patient document unreliable. The reader is left with general impressions if the information is not specific. A recording is documenting data of the individual's health information in a traceable, secure, and...
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Related Experiment Video

Updated: Feb 26, 2026

Reduced Procedure Time and Variability with Active Esophageal Cooling During Radiofrequency Ablation for Atrial Fibrillation
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Automation in Surgical Adverse Event Documentation: Improving Completeness and Accuracy.

Francis D Graziano1, Charles Z Jiang1, Bracha L Pollack1

  • 1Plastic and Reconstructive Surgery Service, Department of Surgery, Memorial Sloan Kettering Cancer Center, New York, NY.

American Journal of Medical Quality : the Official Journal of the American College of Medical Quality
|February 24, 2026
PubMed
Summary
This summary is machine-generated.

Automated surgical secondary events (SSE) reporting significantly enhances the completeness and accuracy of adverse event (AE) documentation. This system improves surgical quality data collection, especially for minor AEs.

Keywords:
automated reportingdata accuracydata completenesssurgical complications

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Area of Science:

  • Medical Informatics
  • Surgical Quality Improvement
  • Health Data Management

Background:

  • Manual recording of surgical adverse events (AEs) is prone to incompleteness and inconsistency.
  • Accurate AE data is crucial for surgical quality assessment and patient safety.

Purpose of the Study:

  • To compare the completeness and accuracy of surgical AE documentation between manual reporting and an automated system linked to a surgical secondary events (SSE) database.
  • To evaluate the impact of automated SSE reporting on capturing minor and major adverse events.

Main Methods:

  • Retrospective comparison of AE reporting methods.
  • Manual reporting cohort (October 2021 - April 2022) versus automated reporting cohort (January 2023 - July 2023).
  • AEs in the automated cohort were captured via a structured note-linked SSE database; outcomes assessed were completeness and accuracy.

Main Results:

  • Completeness of AE recording improved dramatically from 20% to 94% (P < 0.001) with automated reporting.
  • Capture of minor AEs increased from 7% to 96% (P < 0.001), and major AEs from 29% to 92% (P < 0.001).
  • Automated SSE reporting demonstrated substantial improvements in both completeness and accuracy of surgical AE documentation.

Conclusions:

  • Automated SSE reporting significantly enhances the completeness and accuracy of surgical adverse event documentation.
  • The system is particularly effective in improving the capture of minor adverse events.
  • This approach supports more reliable surgical quality data collection and patient safety initiatives.