An App for Detecting Bullying of Nurses Using Convolutional Neural Networks and Web-Based Computerized Adaptive Testing: Development and Usability Study.

Shu-Ching Ma Willy Chou Tsair-Wei Chien Julie Chi Chow Yu-Tsen Yeh Huan-Fang Lee Huan-Fang Lee

Published in: JMIR mHealth and uHealth (2020)

The 22-item CNN model, combined with the Rasch online CAT, is recommended for improving the accuracy of the nurse NAQ-R assessment. An app developed for helping nurses self-assess workplace bullying at an early stage is required for application in the future.

Keyphrases

convolutional neural network
early stage
deep learning
mental health
healthcare
health information
psychometric properties
primary care
social media
electronic health record
current status
clinical decision support
radiation therapy
clinical evaluation