AIMC Topic: Nursing Staff

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A machine learning model to predict the risk factors causing feelings of burnout and emotional exhaustion amongst nursing staff in South Africa.

BMC health services research Dec 31, 2024
BACKGROUND: The demand for quality healthcare is rising worldwide, and nurses in South Africa are under pressure to provide care with limited resources. This demanding work environment leads to burnout and exhaustion among nurses. Understanding the s...
Male Middle Aged Burnout, Professional Risk Factors Adult Nursing Staff, Hospital Nursing Staff Emotional Exhaustion Surveys and Questionnaires South Africa Machine Learning Humans Female
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Nursing Staff's Perspectives of Care Robots for Assisted Living Facilities: Systematic Literature Review.

JMIR aging Sep 16, 2024
BACKGROUND: Care robots have been proposed in response to nursing shortages in assisted living facilities (ALFs) and the growing population of older adults. While the use of care robots may improve the general health and well-being of older adults, t...
Assisted Living Facilities Nursing Staff Attitude of Health Personnel Humans Robotics
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The Future of Nursing: Navigating the AI Revolution Through Education and Training.

Journal of continuing education in nursing Mar 1, 2024
Artificial intelligence is becoming a fundamental technology in health care, nursing, and education. Understanding how to navigate this advanced technology is critically important for clinical nursing staff as well as educators. Basic professional nu...
Technology Learning Educational Status Humans Artificial Intelligence Nursing Staff
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Opening Pandora's box by generating ICU diaries through artificial intelligence: A hypothetical study protocol.

Intensive & critical care nursing Feb 22, 2024
BACKGROUND: Patients and families on Intensive Care Units (ICU) benefit from ICU diaries, enhancing their coping and understanding of their experiences. Staff shortages and a limited amount of time severely restrict the application of ICU diaries. To...
Patients Nursing Staff Intensive Care Units Critical Care Humans Artificial Intelligence
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Utilization of Nursing Defect Management Evaluation and Deep Learning in Nursing Process Reengineering Optimization.

Computational and mathematical methods in medicine Nov 15, 2021
It was to explore the application of nursing defect management evaluation and deep learning in nursing process reengineering optimization. This study first selects the root cause analysis method to analyse the nursing defect management, then realizes...
Models, Nursing Nursing Staff Deep Learning Clinical Competence Nursing Process Humans Nursing Research Computational Biology Neural Networks, Computer Algorithms
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What Was (Also) at Stake When a Robot Bathtub Was Implemented in a Danish Elder Center: A Constructivist Secondary Qualitative Analysis.

Qualitative health research May 18, 2015
Assistive technologies are often considered to be passive tools implemented in targeted processes. Our previous study of the implementation of the robot bathtub in a Danish elder center suggested that purposeful rationality was not the only issue at ...
Nursing Homes Communication Humans Nursing Staff Self-Help Devices Robotics Baths Aged
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First Contact, First Learnings - Nursing Staff Approaching Robotics in Health Care.

Studies in health technology and informatics May 18, 2023
Systems for service and assistance robotics become relevant in nursing care. Workshops with target user groups can support the reflection and identification of scenarios for the use of robotic systems.
Robotics Health Facilities Nursing Staff Humans Delivery of Health Care
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Improving the knowledge base in older people's care.

Nursing older people Feb 1, 2016
The UK has a rapidly ageing population, and the number of people aged over 75 is projected to double in the next 30 years. In November 2014, King's College London introduced the Older Person's Nurse Fellowship, a pioneering programme designed to give...
Cohort Studies Aged, 80 and over Knowledge Bases Humans Nursing Staff United Kingdom Education, Nursing Aged Quality of Life Fellowships and Scholarships Geriatric Nursing
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Emergency Department Visit Forecasting and Dynamic Nursing Staff Allocation Using Machine Learning Techniques With Readily Available Open-Source Software.

Computers, informatics, nursing : CIN Aug 1, 2015
Although emergency department visit forecasting can be of use for nurse staff planning, previous research has focused on models that lacked sufficient resolution and realistic error metrics for these predictions to be applied in practice. Using data ...
Forecasting Humans Machine Learning Nursing Informatics Nursing Staff Software Personnel Staffing and Scheduling Models, Theoretical Emergency Service, Hospital Workforce
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