Evidence map›Paper›PMID 42646006›Full record

ArticleJournal of Intelligence2026

Environmental Modulation of Perceived Cognitive Workload During a Memory Task: Evidence from Immersive Virtual Reality.

Renato Orti, Michela Possenti, Luigi Lorenzo Luca Napolitano, Michela Romano, Sabrina Iuliano, Scila Nunziata, Angelo Lucio Silvino, Francesco Ruotolo

Abstract read
In one paragraph

Article in Journal of Intelligence, 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

8 authors.

Renato OrtiLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0000-0002-6856-7981
Michela PossentiLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0000-0001-8937-0611
Luigi Lorenzo Luca NapolitanoLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0009-0003-7786-0252
Michela RomanoLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0009-0006-5653-306X
Sabrina IulianoLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0009-0005-9214-6799
Scila NunziataLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0009-0003-2163-1418
Angelo Lucio SilvinoLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0009-0009-0960-9799
Francesco RuotoloLaboratory of Cognitive Science and Immersive Virtual Reality (CS-IVR), Department of Psychology, University of Campania "L. Vanvitelli", Viale Ellittico, 31, 81100 Caserta, Italy.ORCID 0000-0002-1807-8282

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Understanding how environmental contexts influence cognitive functioning is a key issue in cognitive science and applied ergonomics. This study examined whether everyday environmental settings modulate task performance and perceived cognitive workload during a card-matching memory task, using high-fidelity immersive Virtual Reality (VR) environments. Participants performed the task by sequentially uncovering cards and remembering their spatial locations to identify matching pairs in two virtual scenarios: a naturalistic environment (urban park) and an artificial setting (office). The number of moves and time of execution were collected as behavioral measures. Perceived cognitive workload was assessed after task completion in each condition using the Simulation Task Load Index (SIM-TLX). Behavioral performances did not differ between environments. However, participants reported lower perceived cognitive workload when performing the task in the naturalistic environment. This effect was not uniform across individuals: the reduction in perceived cognitive workload was primarily observed among participants exhibiting high levels of task efficiency. These findings suggest that environmental context interacts with individual cognitive efficiency by modulating the perceived cognitive workload without necessarily affecting objective performance outcomes. Overall, the results suggest that naturalistic immersive virtual contexts may mitigate perceived cognitive workload during memory-based tasks, highlighting the role of contextual factors in influencing cognitive efforts under ecologically valid conditions.

Indexed as

cognitive workloadimmersive virtual realityrestorative environmentsSIM-TLXurban parksworking memory

Identifiers

PMID42646006
PMCPMC13514989

What OpenQuestion holds

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Registered trials

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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.