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Related Concept Videos

Types of Reports I: Hand-off Report01:25

Types of Reports I: Hand-off Report

A hand-off report, also known as a change-of-shift report, is a crucial nursing process that ensures the smooth transition of patient care responsibilities between nursing staff.
Following are the key components and categories of hand-off reports:
Purpose and Process:
SBAR I: Understanding the Concept01:29

SBAR I: Understanding the Concept

Effective communication among healthcare professionals during hand-off reporting is essential to delivering safe and continuous patient care. Common professional interactions include reports to healthcare team members, hand-off, and transfer reports. Nurses routinely report information to other healthcare team members and also urgently contact healthcare providers to report changes in patient status.
Standardized methods of communication have been developed to ensure that information is...
Flow Sheet01:17

Flow Sheet

Flowsheets are valuable tools in nursing documentation. They enable healthcare professionals to efficiently record and monitor various patient assessments and measurements in a consolidated format.
Here's a closer look at the examples of flowsheets commonly used by nurses:
Graphic Sheet Documentation:
Introduction to Documentation and Reporting01:20

Introduction to Documentation and Reporting

Documentation is the systematic process of formally recording, maintaining, and communicating information.
Nursing documentation records essential information and details regarding a patient's care and treatment in written or electronic form. It is a critical aspect of nursing practice that involves documenting assessments, interventions, outcomes, and other relevant details about a patient's health status.
Documentation maps the patient's health journey by creating a comprehensive and precise...
Assessment of apical radial pulse01:25

Assessment of apical radial pulse

Apical-Radial (A-R) Pulse Assessment
The A-R pulse assessment involves simultaneous evaluation of the apical and radial pulses. When the apical and radial pulse rates vary, this assessment helps identify a pulse deficit.
Pre-Procedural Preparation
Formats for Nursing Documentation01:28

Formats for Nursing Documentation

Nursing documentation encompasses various formats designed to capture precise patient data, facilitate communication among healthcare team members, and ensure comprehensive and accurate patient records. Let's explore each of these formats in detail:
Nursing Assessment Form:
• A nursing assessment form is a foundational document that captures detailed patient data from physical assessments and nursing histories.
• It includes patient demographics, medical history, current medications, vital...

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The Participant-Reported Implementation Update and Score (PRIUS): A Novel Method for Capturing Implementation-Related Data Over Time
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Published on: February 19, 2021

AI-powered nursing handoffs: Introducing and evaluating the patient report template.

Gabriel Vald1,2, Yusuf Sermet2, Nai-Ching Chi3

  • 1Department of Computer Science University of Iowa Iowa City Iowa USA.

Learning Health Systems
|June 8, 2026
PubMed
Summary

Nurses find most of the Patient Report Template useful but have concerns about artificial intelligence (AI) accuracy and trustworthiness. Further education and transparency are needed for AI integration in nursing workflows.

Keywords:
artificial intelligencedecision‐supporthandofflarge language modelsstructured report

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Area of Science:

  • Nursing Informatics
  • Healthcare Technology
  • Human-Computer Interaction

Background:

  • The integration of technology in healthcare is rapidly evolving.
  • Patient handoffs are critical for patient safety and require efficient tools.
  • Artificial intelligence (AI) presents potential benefits but also challenges in clinical settings.

Purpose of the Study:

  • To evaluate nurses' perceptions of the usefulness of the Patient Report Template components.
  • To assess nurses' views on the integration of artificial intelligence (AI) into their daily work.

Main Methods:

  • A survey was administered to 2118 nurses at the University of Iowa Health Care System.
  • 108 nurses participated, providing feedback on the Patient Report Template and AI perceptions.
  • Data collected focused on workflow utility and trust in AI technologies.

Main Results:

  • Most Patient Report Template components received favorable ratings for usefulness, with exceptions noted.
  • Nurses perceive AI as potentially useful but express reservations regarding its accuracy and trustworthiness.
  • Specific template sections like Patient Profile, Actions, and Safety were highly rated.

Conclusions:

  • Nurses see value in structured reporting tools like the Patient Report Template for improving handoffs.
  • Concerns about AI accuracy and trustworthiness necessitate a focus on education and transparency during implementation.
  • Addressing these concerns is crucial for successful AI adoption in nursing.