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Developing an Online Health Community Platform for Facilitating Empowerment in Chronic Disease Prevention and Health Promotion
This study aimed to develop an online health community platform for facilitating the empowerment of people with chronic diseases dwelling in the community regarding disease prevention and health promotion. The user-centered design approach included four main steps: (1) identifying the health problems and needs of target users, (2) developing the content of the platform, (3) constructing the platform, and (4) pilot testing, refinement, and finalization. An online health community platform available both in a mobile application and a Web-enabled application has been launched to facilitate empowerment and self-management by p...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Myonghwa Park Linh Khanh Bui Jahyeon Kim Jinju Kim Jihye Jung Ouckyoung Shin Junsik Na Hyunjeong Guk Joong Shik Jang Soomin Oh Da Seul Kim Source Type: research

A Microlearning-Based Self-directed Learning Chatbot on Medication Administration for New Nurses: A Feasibility Study
This study aimed to develop a microlearning-based self-directed learning chatbot on medication administration for novice nurses. Furthermore, the study had the objective of evaluating the chatbot feasibility. The chatbot covered two main topics: medication administration processes and drug-specific management, along with 21 subtopics. Fifty-eight newly hired nurses on standby were asked to use the chatbot over a 2-week period. Moreover, we evaluated the chatbot's feasibility through a survey that gauged changes in their confidence in medication administration knowledge, intrinsic learning motivation, satisfaction with the ...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Ae Ran Kim Ae Young Park Soojin Song Jeong Hee Hong Kyeongsug Kim Source Type: research

Academic Electronic Health Record in Mental Health Clinical: A Quality Review
Comput Inform Nurs. 2024 Mar 7. doi: 10.1097/CIN.0000000000001118. Online ahead of print.ABSTRACTDeveloping competency in the use of EHRs is essential for entry-level professional nurses. Although nursing education has been encouraged to integrate this technology into nursing curriculum, many students still graduate feeling unprepared in this area. As a result, nursing graduates lack the skills necessary to effectively use EHRs, which may have negative consequences for safe patient care. Use of academic EMRs provides students the opportunity to integrate informatics education, develop critical thinking, and incorporate pro...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Carel Mountain Rachel Hill Source Type: research

Machine Learning-Based Approach to Predict Last-Minute Cancellation of Pediatric Day Surgeries
Comput Inform Nurs. 2024 Mar 7. doi: 10.1097/CIN.0000000000001110. Online ahead of print.ABSTRACTThe last-minute cancellation of surgeries profoundly affects patients and their families. This research aimed to forecast these cancellations using EMR data and meteorological conditions at the time of the appointment, using a machine learning approach. We retrospectively gathered medical data from 13 440 pediatric patients slated for surgery from 2018 to 2021. Following data preprocessing, we utilized random forests, logistic regression, linear support vector machines, gradient boosting trees, and extreme gradient boosting tre...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Canping Li Zheming Li Shoujiang Huang Xiyan Chen Tingting Zhang Jihua Zhu Source Type: research

Identifying Main Themes in Diabetes Management Interviews Using Natural Language Processing-Based Text Mining
This study aimed to identify the main themes from exit interviews of adult patients with type 2 diabetes after completion of a diabetes education program. Eighteen participants with type 2 diabetes completed an exit interview regarding their program experience and satisfaction. Semistructured interview questions were used, and the interviews were auto-recorded. The interview transcripts were preprocessed and analyzed using four natural language processing-based text-mining techniques. The top 30 words from the term frequency and term frequency-inverse document frequency each were derived. In the N-gram analysis, the connec...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: EunSeok Cha Seonah Lee Source Type: research

Exploring the Usage Effectiveness of a Nursing Charge System
Comput Inform Nurs. 2024 Mar 5. doi: 10.1097/CIN.0000000000001106. Online ahead of print.ABSTRACTThe nursing charge system for inpatient accounting has been utilized in healthcare institutions for years. However, the level of its effectiveness in meeting the needs of nursing services, including further development, has not been systematically evaluated. A cross-sectional study based in Delone and McLean's information system success model was applied to explore the level of effective nursing charge system usage across the five dimensions of system quality, information quality, service quality, user satisfaction, and net ben...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Nai-Shin Nian Ting-Ting Lee Shu-He Huang Chieh-Yu Liu Shin-Shang Chou Ya-Fen Liu Mary Etta Mills Source Type: research

Use and Effectiveness of Innovative Virtual Reality Application in Teaching Fetal Development: A Randomized Controlled Trial
This study was conducted to determine the effectiveness of the application created with Fetal Development Application Created by Virtual Reality Technology, which was developed to teach fetal development. The study was conducted in a single-blind, randomized fashion. Undergraduate midwifery students who took normal pregnancy lessons and learned fetal development were included. Eighty-four students were included in the experimental (n = 42) and control (n = 42) groups. Before the training, a personal information form and a pretest were applied to both groups. After the pretest, the experimental group received Fetal Developm...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Reyhan Ayd ın Doğan Saadet Yaz ıcı Source Type: research

The Effect of Video-Based Simulation Training on Nursing Students' Motivation and Academic Achievement: A Mixed Study
This study was conducted to determine the effect of video-based simulation education on nursing students' motivation and academic achievement. The research was designed in a mixed model. A quasi-experimental method with a pretest-posttest control group was used for the quantitative part, and the descriptive phenomenology approach was used as the qualitative research method. The sample of the study consisted of second-year nursing students in two state universities in eastern Turkey. The data were collected with the Student Information Form, the Academic Achievement Test, and the Motivation Resources and Problems Scale usin...
Source: Computers, Informatics, Nursing : CIN - March 7, 2024 Category: Nursing Authors: Sema Ko çan Nur şen Kulakaç Cemile Aktu ğ Sevg ül Demirel Source Type: research