Barriers and Facilitators to Nursing Record With AI Technology Application

April 8, 2026 updated by: Sheng-Miauh Huang, National Yang Ming Chiao Tung University Hospital

Barriers and Facilitators to Nursing Record With AI Technology Application: A Mixed Methods Study Using the Consolidated Framework for Implementation Research

The goal of this study is to examine the facilitators and barriers to the comprehensive implementation of AI technology in nursing documentation. The main questions it aims to answer are:

What are facilitators to the comprehensive implementation of AI technology in nursing documentation? What are barriers to the comprehensive implementation of AI technology in nursing documentation? What strategies can help to fully utilize artificial intelligence technology in nursing documentation?

Study Overview

Status

Not yet recruiting

Conditions

Intervention / Treatment

Study Type

Observational

Enrollment (Estimated)

271

Contacts and Locations

This section provides the contact details for those conducting the study, and information on where this study is being conducted.

Study Contact

Study Locations

  • Taiwan
      • Taipei, Taiwan
        • National Yang Ming Chiao Tung University
        • Contact:
          • Sheng-Miauh Huang, PhD
          • Phone Number: 886-3-9325192 Ext. ext. 13401
          • Email: r910862@nycu.edu.tw

Participation Criteria

Researchers look for people who fit a certain description, called eligibility criteria. Some examples of these criteria are a person's general health condition or prior treatments.

Eligibility Criteria

Ages Eligible for Study

  • Adult
  • Older Adult

Accepts Healthy Volunteers

Yes

Sampling Method

Non-Probability Sample

Study Population

All wards at the study hospital will be invited to participate in the study hospital. Registered nurses holding valid licenses with documented work history will be included in this study. Participants must possess Chinese language proficiency to participate.

Description

Inclusion Criteria:

  • Nurses assigned to ward

Exclusion Criteria:

  • Nurses without record-keeping task
  • Those assigned to intensive care units, emergency room, or operating rooms

Study Plan

This section provides details of the study plan, including how the study is designed and what the study is measuring.

How is the study designed?

Design Details

What is the study measuring?

Primary Outcome Measures

Outcome Measure
Measure Description
Time Frame
The pragmatic context assessment tool
Time Frame: one year (2025/04/01-2026/05/31)
The Pragmatic Context Assessment Tool that assesses constructs most commonly associated with outcomes.This tool was to create a way to assess a selected number of CFIR constructs. This tool is designed to help teams identify barriers and facilitators at various points throughout the implementation process.
one year (2025/04/01-2026/05/31)

Secondary Outcome Measures

Outcome Measure
Measure Description
Time Frame
Organizational Readiness of Implementing Evidence-Based Practices
Time Frame: one year (2025/04/01-2027/05/31)
Organizational readiness for implementing evidence-based practices (EBPs) is the organizational members' shared commitment to change, their capacity to implement a specific change, and the organizational climate that supports the innovation. It measures the willingness and ability of an organization to adopt, use, and sustain research-backed practices effectively.
one year (2025/04/01-2027/05/31)

Collaborators and Investigators

This is where you will find people and organizations involved with this study.

Sponsor

National Yang Ming Chiao Tung University Hospital

Publications and helpful links

The person responsible for entering information about the study voluntarily provides these publications. These may be about anything related to the study.

General Publications

Helpful Links

Study record dates

These dates track the progress of study record and summary results submissions to ClinicalTrials.gov. Study records and reported results are reviewed by the National Library of Medicine (NLM) to make sure they meet specific quality control standards before being posted on the public website.

Study Major Dates

Study Start (Estimated)

May 1, 2026

Primary Completion (Estimated)

April 30, 2027

Study Completion (Estimated)

April 30, 2027

Study Registration Dates

First Submitted

April 8, 2026

First Submitted That Met QC Criteria

April 8, 2026

First Posted (Actual)

April 15, 2026

Study Record Updates

Last Update Posted (Actual)

April 15, 2026

Last Update Submitted That Met QC Criteria

April 8, 2026

Last Verified

April 1, 2026

More Information

Terms related to this study

Additional Relevant MeSH Terms

Other Study ID Numbers

  • 2025A056

Plan for Individual participant data (IPD)

Plan to Share Individual Participant Data (IPD)?

NO

Drug and device information, study documents

Studies a U.S. FDA-regulated drug product

No

Studies a U.S. FDA-regulated device product

No

This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.

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