Relevant bibliographies by topics / NASA TLX Scale

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  1. Journal articles
  2. Dissertations / Theses
  3. Book chapters
  4. Conference papers

Academic literature on the topic 'NASA TLX Scale'

Author: Grafiati
Published: 3 June 2025
Last updated: 31 July 2025

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Journal articles on the topic "NASA TLX Scale"

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Battiste, Vernoi, and Michael Bortolussi. "Transport Pilot Workload: A Comparison of Two Subjective Techniques." Proceedings of the Human Factors Society Annual Meeting 32, no. 2 (1988): 150–54. http://dx.doi.org/10.1177/154193128803200232.

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Although SWAT and NASA-TLX workload scales have been compared on numerous occasions, they have not been compared in the context of transport operations. Transport pilot workload has traditionally been classified as long periods of low workload with occasional spikes of high workload. Thus, the relative sensitivity of the scales to variations in workload at the low end of the scale were evaluated. This study was a part of a larger study which investigated workload measures for aircraft certification, conducted in a Phase II certified Link/Boeing 727 simulator. No significant main effects were f
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Azhari, Tasya Reviana, and Adizty Suparno. "Analisis Beban Kerja Mental di Divisi OPJ Pada Perusahaan Jasa Telekomunikasi dengan NASA-TLX." Jurnal PASTI (Penelitian dan Aplikasi Sistem dan Teknik Industri) 18, no. 3 (2024): 329. https://doi.org/10.22441/pasti.2024.v18i3.004.

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Penelitian ini bertujuan untuk menganalisis beban kerja mental di Divisi Operasi Pemeliharaan dan Jaringan (OPJ) pada perusahaan jasa telekomunikasi menggunakan metode NASA-TLX (NASA Task Load Index) dan Rating Scale Mental Effort (RSME). Beban kerja mental merupakan faktor penting yang memengaruhi kinerja dan kesejahteraan psikologis operator dalam lingkungan kerja yang berbasis teknologi. Metode penelitian ini melibatkan survei dan pengukuran langsung terhadap operator di Divisi OPJ, dengan menggunakan kuesioner NASA-TLX untuk mengevaluasi dimensi beban kerja seperti tuntutan mental, tuntuta
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Muhammad, Shoyeb, Md Rabiul Akand, Fahim Faisal Tamim, et al. "An Assessment of Researchers’ Mental Workload and Fatigue While Engaged in Research Using Machine Learning and NASA-TLX." Indian Journal Of Science And Technology 18, no. 5 (2025): 347–56. https://doi.org/10.17485/ijst/v18i5.3583.

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Objectives: This research aims to identify the prime predictors of researchers’ cognitive fatigue and mental workload while engaged in research endeavors using Binary Logistic Regression and NASA-TLX. Methods: The Mental Fatigue level and workload of seventy-nine researchers were assessed using the Samn-Perelli Fatigue Scale and NASA-TLX on a two-month survey. Then, the prime predictors of Fatigue were identified using binary logistics regression, and the significant differences among NASA-TLX mental workload dimensions were detected at different work shifts and time points through paired samp
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Shoyeb, Muhammad, Rabiul Akand Md., Faisal Tamim Fahim, et al. "An Assessment of Researchers' Mental Workload and Fatigue While Engaged in Research Using Machine Learning and NASA-TLX." Indian Journal of Science and Technology 18, no. 5 (2025): 347–56. https://doi.org/10.17485/IJST/v18i5.3583.

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<strong>Objectives:</strong>&nbsp;This research aims to identify the prime predictors of researchers&rsquo; cognitive fatigue and mental workload while engaged in research endeavors using Binary Logistic Regression and NASA-TLX.&nbsp;<strong>Methods:</strong>&nbsp;The Mental Fatigue level and workload of seventy-nine researchers were assessed using the Samn-Perelli Fatigue Scale and NASA-TLX on a two-month survey. Then, the prime predictors of Fatigue were identified using binary logistics regression, and the significant differences among NASA-TLX mental workload dimensions were detected at di
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Alfianto, Rafly, and Fahriza Nurul Azizah. "Analisis Beban Kerja Mental Menggunakan Metode NASA-TLX pada Engineering Departement (Studi Kasus PT. Muliaglass Float Division)." Jurnal Teknik Industri Terintegrasi 7, no. 1 (2024): 186–97. http://dx.doi.org/10.31004/jutin.v7i1.22556.

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PT Muliaglass Float Division, a subsidiary of PT Mulia Industrindo, operates in the glass and ceramic industry with a large production capacity every day. Therefore, it is necessary to analyze the extent of psychological stress and what factors affect it. One way to measure mental workload is NASA-TLX. The National Aeronautics and Space Administration Task Load Index (NASA-TLX) is used to assess emotional mental load. The NASA TLX method is a mental workload measurement method that measures workload by dividing it into six aspects of work elements. NASA-TLX is divided into two phases. That is,
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Peterson, Doug A., and Denis Kozhokar. "Peak-End Effects for Subjective Mental Workload Ratings." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 61, no. 1 (2017): 2052–56. http://dx.doi.org/10.1177/1541931213601991.

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The present study examines the possible impact of the peak-end rule as it applies to the measurement of subjective workload. Researchers presented participants with the same three tasks presented in a different order and asked participants to rate the workload of the entire session using a single item rating scale and the NASA-TLX. One of the three tasks was designed to be more challenging than the other two as confirmed by a manipulation check. When the challenging task was presented last in the session, there were significantly higher ratings on the TLX-mental demand and TLX-effort subscales
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Hewitt, Dylan H., and Yingchen He. "Cognitive Load and Website Usability: Effects of Contrast and Task Difficulty." Proceedings of the Human Factors and Ergonomics Society Annual Meeting 66, no. 1 (2022): 1809–13. http://dx.doi.org/10.1177/1071181322661051.

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The contrast of a website doesn’t just affect its usability for low-vision individuals; it affects everyone. This study aims to evaluate the effects of contrast (low, medium, or high) on web browsing experience in normally-sighted individuals. Cognitive load associated with the task was assessed using the NASA task load index (NASA-TLX) and the usability of the website was assessed by the systems usability scale (SUS). We found that NASA-TLX scores significantly increased with the amount of time a task took, indicating an effect of task difficulty. The impact of contrast was reported during en
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Miao, Runfa, Qianqian Jia, Duo Li, and Zhe Dong. "A Comprehensive Situation Awareness Measurement Method for Analyzing the Operators’ Situation Awareness of Multi-Module High Temperature Gas-Cooled Reactor Plants." Energies 16, no. 15 (2023): 5601. http://dx.doi.org/10.3390/en16155601.

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For multi-modular nuclear power plants under the scheme of multiple nuclear steam supply system (NSSS) modules driving a single steam turbine, the NSSS modules are coupled tightly with each other by the common turbine, giving more complex normal operation with respect to the single-modular plants. To limit the operation cost of multi-modular plants, one operator is assigned to monitor and control two or more modules, whose feasibility should be verified. Combined with the characteristics of multi-module control rooms and multi-module running tasks, this paper designs a comprehensive situation
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Hoogendoorn, ME. "A Bell-Shaped Association between both the Objective and Perceived Nursing Workload and Workload Satisfaction of Intensive Care Nurses." Nursing & Healthcare International Journal 5, no. 5 (2021): 1–9. http://dx.doi.org/10.23880/nhij-16000247.

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Background: Nursing workload is an important issue in ICU management. However, not much is known about the association between nursing workload and satisfaction of nurses with their workload. Objective: The aim of this study is to assess the association of the objective, time and activity-based nursing workload and the perceived nursing workload with the satisfaction of nurses about their workload on the Intensive Care. Methods: We measured the objective nursing workload with the Nursing Activities Score and the perceived nursing workload measured with the NASA-TLX during 226 shifts in eight d
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Prytz, PhD, Erik G., Jonas Rybing, MSc, and Carl-Oscar Jonson, PhD. "Workload differences across command levels and emergency response organizations during a major joint training exercise." Journal of Emergency Management 14, no. 4 (2016): 289. http://dx.doi.org/10.5055/jem.2016.0294.

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Objective: This study reports on an initial test using a validated workload measurement method, the NASA Task Load Index (TLX), as an indicator of joint emergency exercise effectiveness. Prior research on emergency exercises indicates that exercises must be challenging, ie, result in high workload, to be effective. However, this is often problematic with some participants being underloaded and some overloaded. The NASA TLX was used to test for differences in workload between commanders and subordinates and among three different emergency response organizations during a joint emergency exercise
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Dissertations / Theses on the topic "NASA TLX Scale"

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Friberg, Annika. "Interaktionskvalitet - hur mäts det?" Thesis, Malmö högskola, Fakulteten för teknik och samhälle (TS), 2009. http://urn.kb.se/resolve?urn=urn:nbn:se:mau:diva-20810.

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Den tekniska utvecklingen har lett till att massiva mängder av information sänds, i högahastigheter. Detta flöde måste vi lära oss att hantera. För att maximera nyttan av de nyateknikerna och undkomma de problem som detta enorma informationsflöde bär med sig, börinteraktionskvalitet studeras. Vi måste anpassa gränssnitt efter användaren eftersom denneinte har möjlighet att anpassa sig till, och sortera i för stora informationsmängder. Vi måsteutveckla system som gör människan mer effektiv vid användande av gränssnitt.För att anpassa gränssnitten efter användarens behov och begränsningar krävs
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(8803076), Jordan M. McGraw. "Implementation and Analysis of Co-Located Virtual Reality for Scientific Data Visualization." Thesis, 2020.

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<div>Advancements in virtual reality (VR) technologies have led to overwhelming critique and acclaim in recent years. Academic researchers have already begun to take advantage of these immersive technologies across all manner of settings. Using immersive technologies, educators are able to more easily interpret complex information with students and colleagues. Despite the advantages these technologies bring, some drawbacks still remain. One particular drawback is the difficulty of engaging in immersive environments with others in a shared physical space (i.e., with a shared virtual environment
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Book chapters on the topic "NASA TLX Scale"

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Morales, Ángel Fabián Campoya, Juan Luis Hernández Arellano, and Elvia Luz González-Muñoz. "Combined Methods for Physical and Mental Workload." In Research Anthology on Changing Dynamics of Diversity and Safety in the Workforce. IGI Global, 2022. http://dx.doi.org/10.4018/978-1-6684-2405-6.ch028.

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This chapter presents information about the methods that combine physical and mental workload/fatigue during ergonomic evaluation. The methods were identified through a systematic literature review. The search criteria were done through a literature search in databases like SciFinder, SciELO, ScienceDirect, etc. As result, the following methods are described: Global Load Scale, Multivariate Workload Assessment, Subjective Fatigue Symptoms Test, Fatigue Assessment Scale, Scale of Recovery for Exhaustion of Occupational Fatigue, Scale of Estimated Fatigue-Energy Points, Swedish Occupational Fati
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Morales, Ángel Fabián Campoya, Juan Luis Hernández Arellano, and Elvia Luz González-Muñoz. "Combined Methods for Physical and Mental Workload." In Advances in Psychology, Mental Health, and Behavioral Studies. IGI Global, 2020. http://dx.doi.org/10.4018/978-1-7998-1052-0.ch001.

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This chapter presents information about the methods that combine physical and mental workload/fatigue during ergonomic evaluation. The methods were identified through a systematic literature review. The search criteria were done through a literature search in databases like SciFinder, SciELO, ScienceDirect, etc. As result, the following methods are described: Global Load Scale, Multivariate Workload Assessment, Subjective Fatigue Symptoms Test, Fatigue Assessment Scale, Scale of Recovery for Exhaustion of Occupational Fatigue, Scale of Estimated Fatigue-Energy Points, Swedish Occupational Fati
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Conference papers on the topic "NASA TLX Scale"

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Miao, Runfa, Qianqian Jia, and Duo Li. "Feasibility Verification of One Operator Monitoring Two NSSS Modules in Power Plant With Six High Temperature Gas Cooled Reactors Under Accident Conditions." In 2022 29th International Conference on Nuclear Engineering. American Society of Mechanical Engineers, 2022. http://dx.doi.org/10.1115/icone29-88953.

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Abstract The multi-module high temperature gas cooled reactor (MMHTGR) adopts the design of multiple reactor modules coupled to one steam turbine. The number of modules can be as much as six. According to staffing model of the preliminary stage, each reactor operator needs to monitor and control two modules, and each NSSS (nuclear steam supply system) module has the similar displays and operating procedures. The operation concept of the multi-module plant is different from single-module HTGR. Therefore, the human performance of operators in the multi-module HTGR need to be studied. In order to
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Jayasree-Krishnan, Veena, Shramana Ghosh, Jack Spiegler, Preeti Raghavan, and Vikram Kapila. "Task-Specific Assistive Device (TAD): An Accessible Technological Solution for Upper Limb Disability." In 2020 Design of Medical Devices Conference. American Society of Mechanical Engineers, 2020. http://dx.doi.org/10.1115/dmd2020-9047.

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Abstract The task-specific assistive device (TAD) is a compact and portable assistive device, consisting of an actuated six-bar linkage, designed to facilitate the activity of drinking from a cup without using the hands. In this paper, we examine the effectiveness of the device in supporting patients with conditions of incomplete tetraplegia and hemiplegia by simulating disability in 17 healthy subjects. The average percentage reduction in bending angle of torso with the use of TAD was found to be 40.31% for subjects with simulated incomplete tetraplegia and 37.14% for subjects with simulated
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Septiani, Anis, Vera Septiawati, and Hani Burhanudin. "Measurement of workload on education staff of the UNISBA faculty of engineering using the mental effort rating scale (RSME) and NASA-TLX methods." In SCIENCE AND TECHNOLOGY RESEARCH SYMPOSIUM 2022. AIP Publishing, 2024. http://dx.doi.org/10.1063/5.0227410.

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GHOBRIAL, Mina. "Effectiveness of machining equipment user guides: A comparative study of augmented reality and traditional media." In Material Forming. Materials Research Forum LLC, 2024. http://dx.doi.org/10.21741/9781644903131-255.

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Abstract. In the rapidly evolving landscape of manufacturing and material forming, innovative strategies are imperative for maintaining a competitive edge. Augmented Reality (AR) has emerged as a groundbreaking technology, offering new dimensions in how information is displayed and interacted with. It holds particular promise in the panel of instructional guides for complex machinery, potentially enhance traditional methods of knowledge transfer and operator training. Material forming, a key discipline within mechanical engineering, requires high-precision and skill, making it an ideal candida
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Chen, Wei, Meng-Cong Zheng, and Li-Jen Wang. "Enhancing Low Basketball Experience Viewer Broadcast Experience via Data Visualization: The National Basketball Association Case Study." In 15th International Conference on Applied Human Factors and Ergonomics (AHFE 2024). AHFE International, 2024. http://dx.doi.org/10.54941/ahfe1005379.

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Sports broadcasting companies have been actively advancing various information visualization technologies in recent years. The current technologies and related literature predominantly focus on the professional aspects of sports instead of the general audience. According to statistical data, as much as 49% of the population in the United States are not fans of the National Basketball Association (NBA). Therefore, this study aims to broaden the NBA audience base by exploring the preferences and understanding of individuals with low experience regarding the basketball broadcast interface and the
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Cossitt, Jessie E., Viraj R. Patel, Daniel W. Carruth, Victor J. Paul, and Cindy L. Bethel. "DEVELOPING A MODEL OF DRIVER PERFORMANCE, SITUATION AWARENESS, AND COGNITIVE LOAD CONSIDERING DIFFERENT LEVELS OF PARTIAL VEHICLE AUTONOMY." In 2024 NDIA Michigan Chapter Ground Vehicle Systems Engineering and Technology Symposium. National Defense Industrial Association, 2024. http://dx.doi.org/10.4271/2024-01-3961.

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&lt;title&gt;ABSTRACT&lt;/title&gt; &lt;p&gt;To optimize the use of partially autonomous vehicles, it is necessary to develop an understanding of the interactions between these vehicles and their operators. This research investigates the relationship between level of partial autonomy and operator abilities using a web-based virtual reality study. In this study participants took part in a virtual drive where they were required to perform all or part of the driving task in one of five possible autonomy conditions while responding to sudden emergency road events. Participants also took part in a
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Sjörs Dahlman, Anna, Kåre Karlsson, Stefan Candefjord, and Anna Anund. "Validation of a one-item acute stress scale for driving tasks." In 15th International Conference on Applied Human Factors and Ergonomics (AHFE 2024). AHFE International, 2024. http://dx.doi.org/10.54941/ahfe1005230.

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Emergency personnel, such as ambulance crews and firefighters, must perform well both mentally and physically during emergency responses around the clock. The opportunity for recovery and rest is often limited during their shifts. This can lead to an increased risk of fatigue and perceived stress during emergency responses, which also increases the risk of traffic accidents. Stress has been identified as a contributing factor to road crashes due to its negative impact on driving performance [1-3]. Stress increases the crash risk by affecting cognitive abilities, resulting in inadequate informa
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Harputlu Aksu, Şeniz, and Erman Çakıt. "Classifying mental workload using EEG data: A machine learning approach." In 13th International Conference on Applied Human Factors and Ergonomics (AHFE 2022). AHFE International, 2022. http://dx.doi.org/10.54941/ahfe1001820.

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Mental workload is related to the difference between the available mental resource capacity of the operator and the mental resource required by the job. To decide the number of tasks assigned to operator and the difficulty levels of those tasks, it is important to know the operator's mental workload. An overload occurs if the amount of resources required by the task exceeds the available capacity of the person. Mental workload analysis helps to recognize the mental fatigue, evaluate the human performance of different level tasks and adjust cognitive sources for safe and efficient human-machine
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Walters, Robert, Dr Feigh, and Joseph McCandless. "3D Conformal Pilot Cueing for Rotorcraft Shipboard Landings: A Comparison of Tunnel in the Sky and a Pursuit Guidance Flight Lead Cueing System." In Vertical Flight Society 76th Annual Forum & Technology Display. The Vertical Flight Society, 2020. http://dx.doi.org/10.4050/f-0076-2020-16415.

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This paper presents preliminary results of a pilot-in-the-loop (PIL) study of different cueing designs to reduce pilot workload in rotorcraft shipboard landings. The participants were tasked with flying an approach to touchdown on the deck of an Arleigh Burke Flight IIA class Destroyer under both day visual flight rules (VFR) and night-unaided, zeroillumination conditions. For each condition, the participants were presented with three different cue types. For the day iterations these were a generic military standard heads up display (HUD), a ship fixed tunnel in the sky (tunnel), and a virtual
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Yang, Weiquan, Zengrui Li, Tian Ye, et al. "A subjective and objective synchronization assessment method of cognitive load for the lunar exploration." In 16th International Conference on Applied Human Factors and Ergonomics (AHFE 2025). AHFE International, 2025. https://doi.org/10.54941/ahfe1006133.

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The cognitive load of astronauts has a large impact on the efficiency of human-machine co-operation, and the reasonable adjustment of astronauts' cognitive load is crucial to guarantee the success of the mission. However, the current cognitive load prediction and assessment methods have the problems of detaching the evoked task (N-back) from the main task and the high latency of subjective load assessment, which affect the accuracy of the prediction and assessment of cognitive load. Therefore, the study proposes a subjective-objective synchronised cognitive load experimental assessment method
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