Related Experiment Video
Updated: Mar 17, 2026

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
Published on: December 5, 2025
Determination of nurses' mental workloads using subjective methods
Betül Sönmez1, Zeynep Oğuz2, Leman Kutlu3
1Nursing Administration Department, Florence Nightingale Faculty of Nursing, Istanbul University, Istanbul, Turkey.
Aims And Objectives:
To adapt the National Aeronautics and Space Administration Task Load Index scale into Turkish, to determine the nurses' mental workload using subjective methods and to identify the factors affecting the mental workloads of nurses.
Background:
As the concept of safety gains prominence in healthcare services, the determination of employees' mental workloads using subjective methods is considered important in preventing errors caused by employees.
Design:
Methodological and descriptive design.
Methods:
The population of the study consisted of a total of 1900 nurses working at three hospitals and a dentistry faculty hospital affiliated with a public university in Istanbul. The sample of the study consisted of 1266 nurses who agreed to participate in the study (the rate of return was 66·6%). Language and content validity and reliability measurements were performed to adapt the National Aeronautics and Space Administration Task Load Index into Turkish, which was used as the data collection tool.
Results:
It was found that the mean total mental workload score of the nurses was 80·48 (SD 11·76), and the weighted score of mental workload was 83·7. While the highest mean score was obtained on the subscale of mental demand (88·08, SD 16·12), the lowest mean score was obtained on the subscale of frustration (54·52, SD 29·96). The mean total mental workload score of the nurses showed a significant difference according to the units in which the nurses worked.
Conclusion:
The mean mental workload scores of nurses working at hospitals within the scope of the study were higher than the results of other studies.
Relevance To Clinical Practice:
It is recommended that nurse managers perform mental workload measurements of nurses and compare the results with the quality indicators observed in units to determine and employ a labour force that is qualified for the profession and that may benefit more effectively from human resources.
More Related Videos
12:22Mindfulness in Motion MIM: An Onsite Mindfulness Based Intervention MBI for Chronically High Stress Work Environments to Increase Resiliency and Work Engagement
Published on: July 1, 2015
12:51Evaluation of Commercial-Off-The-Shelf Wrist Wearables to Estimate Stress on Students
Published on: June 16, 2018
Related Concept Videos
Assessment of Respiration
Subjective Assessment: Nurses interview the patient to gather information directly during the subjective assessment. It includes questions about the individual's medical history, medications, and symptoms, focusing on past respiratory conditions like...
Assessment of the Cardiovascular System I: Subjective Data
Initial Enquiry
Ask the patient about their primary concern and thoroughly explore all reported symptoms.
Medical History
Investigate past illnesses affecting the cardiovascular system, such as angina, anemia, rheumatic fever, congenital heart disease, stroke, thrombophlebitis, dysrhythmias, varicosities
Inquire about symptoms...
Nursing Evaluation
Methods of Documentation II: POMR
Nursing Assessment
The nurse collects all aspects of the patient's health in the initial assessment, establishing priorities for ongoing focused assessments...
The Scientific Method in Nursing Process
When using research findings to change practice, one must understand the process used to guide a study. The scientific method is a systematic, step-by-step process that supports the data's validity, reliability, and generalizability. As a result, findings can be...