Evidence map›Paper›PMID 41814145›Full record

ArticleHuman factors2026

Effects of Environmental Clutter, Head-Mounted Display Clutter, and Head-Mounted Display Transparency on Human Efficiency, Safety, and Mental Demand During Navigation.

Damyenn R Cardenas, Chirag Rajubhai Kandoi, Christopher Wickens, Mohammed Safayet Arefin

Abstract read
In one paragraph

Article in Human factors, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors.

Damyenn R CardenasColorado State University, USA.
Chirag Rajubhai KandoiColorado State University, USA.ORCID 0000-0003-3787-6172
Christopher WickensColorado State University, USA.ORCID 0000-0002-6789-4446
Mohammed Safayet ArefinColorado State University, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

ObjectiveExplore the under-investigated display attribute of head-mounted display (HMD) opacity and its relationship with display clutter and environment clutter in real-world nautical navigation tasks.BackgroundEffect of overlay clutter is a prominent factor of HMD research, but there are many factors to displaying information, and the role of opacity has seen little empirical investigation.MethodThirty participants performed a realistic nautical navigation task in a virtual environment with obstacles, navigating a small speedboat that rendered navigational information that replicated an HMD interface. The display interface was manipulated by the amount of information present (clutter) and the level of opacity. Environmental obstacles were varied in their number. Participants were evaluated on completion time of the tasks, proximity to obstacles, and mental demand.ResultsParticipants performed the task faster when there were more islands, especially in transparent displays. Hazard proximity increased when the environment had more islands and while navigating highly cluttered displays. Increased proximity to hazards occurred only when the display was opaque and highly cluttered. Mental demand followed the same pattern as completion time.ConclusionThe study revealed preliminary findings that high-cluttered environments should be navigated with more transparent displays and less display clutter.ApplicationThe data from the study highlights the relationship between display opacity, display clutter, and environmental clutter. This provides a foundation upon which more work can ask more complex questions about these relationships and how they can impact navigational efficiency.

Indexed as

Data DisplayEfficiencySafetySpatial NavigationUser-Computer InterfaceVirtual RealityAdultFemaleHumansMaleYoung Adultaugmented realitydisplay clutterefficiencyhead-mounted displaynavigationopacitysafety

Identifiers

PMID41814145
PMCPMC13219785

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.