Research reading 073 / Actors / 2026
Multimodal workload assessment during simulator-based instrument flight training
Source authors: Jiri Ulvr; Petr Michenka; Vladimir Smrz; Ondrej Mach; Pavlina Engelova; Rostislav Pavlicek
Originally published in Frontiers in Psychology · 2026
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Multimodal workload assessment during simulator-based instrument flight training
Jiri Ulvr; Petr Michenka; Vladimir Smrz; Ondrej Mach; Pavlina Engelova; Rostislav Pavlicek
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Open original source ↗ · CC BY 4.0
Original-text attribution: Jiri Ulvr; Petr Michenka; Vladimir Smrz; Ondrej Mach; Pavlina Engelova; Rostislav Pavlicek. Verified full-text source · CC BY 4.0. Passages retain their wording. Original research authorship is unchanged.
A2 Workload and adaptive learning
Why read this for flight training?
Combines workload reports, heart rate and flight parameters during instrument approaches. Useful for debriefing differences between experienced effort and observed performance.
How to interpret the evidence
The composite indices are exploratory and need validation in larger populations.
Screening basis: Abstract screened. This annotation identifies relevance and limits; it does not replace appraisal of the original methods and findings.
Cite the original article
Jiri Ulvr; Petr Michenka; Vladimir Smrz; Ondrej Mach; Pavlina Engelova; Rostislav Pavlicek (2026). Multimodal workload assessment during simulator-based instrument flight training. Frontiers in Psychology, 17, 1898551. https://doi.org/10.3389/fpsyg.2026.1898551
Publication record
The original paper retains its published authors, venue and DOI. This journal’s reading guide was prepared with AI assistance under the editorial direction of Dr. Freedom Cheteni. The source authors are not credited as authors of this annotation. No new peer review or DOI is claimed for the guide.
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