EXPERIMENTAL WORK USING MICROSOFT HOLOLENS 2 TO IMPROVE MENTAL WORKLOAD AND TASK PERFORMANCE

The potential of Augmented Reality (AR) and Mixed Reality (MR) applications to enhance learning and comprehension of complex laboratory procedures is being explored in this study. The research investigates the effectiveness of MR and AR applications in conducting experiments on electro-pneumatic systems and assesses the cognitive workload involved. The experiment utilized Microsoft HoloLens 2 and tablets for the electro-pneumatic component. Participants were divided into three groups (A, B, and C) with 30 participants in each group to conduct paper-based instruction experiments, AR experiments, and MR experiments. The NASA Task Load Index was employed to evaluate the performance and effectiveness of MR and AR applications in the electro-pneumatic system experiments. The results indicated that 70% of participants preferred MR over AR due to its provision of clearer instructions with holographic guidelines. Furthermore, the interpretation of the NASA-Task Load Index (NASA-TLX) scores revealed that MR-based applications exhibited the lowest mean mental workload value compared to AR applications.

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Publication Details

Journal
International Journal of Manufacturing Economics and Management
Published
2024-12-20
DOI
https://doi.org/10.54684/ijmem.2024.4.2.65
Primary Topic
Augmented Reality Applications
Type
article
Field-Weighted Citation Impact
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article

EXPERIMENTAL WORK USING MICROSOFT HOLOLENS 2 TO IMPROVE MENTAL WORKLOAD AND TASK PERFORMANCE

Muhammad Aiman Che Muslim, Nadia Abdul Rani, Faieza Abdul Aziz
International Journal of Manufacturing Economics and Management
Augmented Reality Applications
article

EXPERIMENTAL WORK USING MICROSOFT HOLOLENS 2 TO IMPROVE MENTAL WORKLOAD AND TASK PERFORMANCE

Muhammad Aiman Che Muslim, Nadia Abdul Rani, Faieza Abdul Aziz
article en

Abstract

The potential of Augmented Reality (AR) and Mixed Reality (MR) applications to enhance learning and comprehension of complex laboratory procedures is being explored in this study. The research investigates the effectiveness of MR and AR applications in conducting experiments on electro-pneumatic systems and assesses the cognitive workload involved. The experiment utilized Microsoft HoloLens 2 and tablets for the electro-pneumatic component. Participants were divided into three groups (A, B, and C) with 30 participants in each group to conduct paper-based instruction experiments, AR experiments, and MR experiments. The NASA Task Load Index was employed to evaluate the performance and effectiveness of MR and AR applications in the electro-pneumatic system experiments. The results indicated that 70% of participants preferred MR over AR due to its provision of clearer instructions with holographic guidelines. Furthermore, the interpretation of the NASA-Task Load Index (NASA-TLX) scores revealed that MR-based applications exhibited the lowest mean mental workload value compared to AR applications.

International Journal of Manufacturing Economics and ManagementVol. 4(2)
Openalex Percentile: Top 74%
Augmented Reality Applications
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EXPERIMENTAL WORK USING MICROSOFT HOLOLENS 2 TO IMPROVE MENTAL WORKLOAD AND TASK PERFORMANCE — Muhammad Aiman Che Muslim, Nadia Abdul Rani, et al. · International Journal of Manufacturing Economics and Management (2024) | TGRS Research Map | TGRS