An exploration of text mining of narrative reports of injury incidents to assess risk (open access)

An exploration of text mining of narrative reports of injury incidents to assess risk

In this article, a topic model was explored using unsupervised machine learning to summarized free-text narrative reports of 77,215 injuries that occurred in coal mines in the USA between 2000 and 2015. Latent Dirichlet Allocation modeling processes identified six topics from the free-text data. The modeling success enjoyed in this exploratory effort suggests that additional topic mining of these injury text narratives is justified, especially using a broad set of covariates to explain variations in topic emphasis and for comparison of surface mining injuries with injuries occurring during site preparation for construction.
Date: December 14, 2018
Creator: Passmore, David L.; Chae, Chungil; Kustikova, Yulia; Baker, Rose M. & Yim, Jeong-Ha
System: The UNT Digital Library
Paradigm Shift Toward Digital Neuropsychology and High-Dimensional Neuropsychological Assessments: Review (open access)

Paradigm Shift Toward Digital Neuropsychology and High-Dimensional Neuropsychological Assessments: Review

Article reviews opportunities for novel brain-behavior characterizations. Emphasis is placed on the increasing concern of neuropsychology with these topics and the need for development in these areas to maintain relevance as a scientific discipline and advance scientific developments.
Date: December 16, 2020
Creator: Parsons, Thomas D. & Duffield, Tyler
System: The UNT Digital Library
Job Satisfaction, Work Engagement, and Turnover Intention of Career and Technical Education Health Science Teachers (open access)

Job Satisfaction, Work Engagement, and Turnover Intention of Career and Technical Education Health Science Teachers

Article describes study which examines the relationships between job satisfaction, work engagement, and turnover intention of Career and Technical Education (CTE) health science teachers in the United States (US).
Date: December 19, 2019
Creator: Park, Kathleen A. & Johnson, Karen R.
System: The UNT Digital Library
Resident Assistant Training: A Southwestern Perspective (open access)

Resident Assistant Training: A Southwestern Perspective

Article discussing a study on the similarities and differences in public and private institutions training of resident assistants in the southwest United States.
Date: December 1, 2001
Creator: Elleven, Russell K.; Allen, Jeff M. & Sarkees-Wircenski, Michelle
System: The UNT Digital Library
Assessment of ICT in Tertiary Education Applying Structural Equation Modeling and Rasch Model (open access)

Assessment of ICT in Tertiary Education Applying Structural Equation Modeling and Rasch Model

Article studies information and communication technology (ICT) in tertiary education. This article is part of the special collection: Educational Psychology & Counseling, Educational Psychology.
Date: December 21, 2020
Creator: Spector, J. Michael; Islam, A. Y. M. Atiquil; Gu, Xiaoqing & Crook, Charles
System: The UNT Digital Library