Evidence map›Paper›PMID 41232859›Full record

ReviewNeuroscience and biobehavioral reviews2026

The reliability of multisensory integration in enhancing behavioral performance.

Daniel A Porada, Barry E Stein, Benjamin A Rowland

Abstract readReview
In one paragraph

Review in Neuroscience and biobehavioral reviews, 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

3 authors.

Daniel A PoradaDepartment of Translational Neuroscience, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.
Barry E SteinDepartment of Translational Neuroscience, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA.
Benjamin A RowlandDepartment of Translational Neuroscience, Wake Forest School of Medicine, Winston-Salem, NC 27157, USA. Electronic address: benjamin.rowland@wfusm.edu.

Funding

Role of sensory experience in developing multisensory integrationR01EY031532 · NEI · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI ROWLAND, BENJAMIN A, STEIN, BARRY E · 2020 to 2022
$1.7M
Neuroscience Training at Wake ForestT32NS115704 · NINDS · WAKE FOREST UNIVERSITY HEALTH SCIENCES · PI CZOTY, PAUL W. · 2021 to 2025
$1.4M
NEI NIH HHS R01 EY031532NINDS NIH HHS T32 NS115704
6 · The paper itself

Abstract

Although it is widely recognized that multisensory integration is a critical neural process underlying normal perception and behavior, estimates of its impact have varied among studies involving different contexts, tasks, and response measures. To address the reliability and magnitude of its effect, analysis was conducted on data from a benchmark visual-auditory detection and localization task used in seven studies using cat as the animal model, spanning 35 years. This extensive dataset enabled a robust evaluation of the magnitude, consistency, and optimality of multisensory integration while including common sources of experimental variability. The results revealed that the multisensory behavioral performance in this paradigm was consistently above the most stringent referent criteria, the sum of the unisensory performance levels. This "superadditive" multisensory effect was consistent with the predictions of an optimal model in which visual and auditory input signals are summed before being nonlinearly transformed into observable behaviors by a decision-making process modeled on signal detection theory. In operational terms, the multisensory effect reflected a consistent proportional enhancement of ∼50 % in behavioral performance and the analysis revealed that there was minimal variance across testing sessions and minimal sensitivity to factors such as animal sex, stimulus location, and trial history. Due to its reliability, significant multisensory effects can be detected with as few as three subjects and 15 trials per test condition (visual, auditory, visual-auditory), highlighting the utility of this paradigm for evaluating the efficiency of this neural process in enhancing functions essential for survival.

Indexed as

Auditory PerceptionBehavior, AnimalPsychomotor PerformanceVisual PerceptionAcoustic StimulationAnimalsCatsHumansPhotic StimulationReproducibility of ResultsCross-modalNonlinearOptimalitySuperadditivitySuperior Colliculus

Identifiers

PMID41232859
PMCPMC13417101

What OpenQuestion holds

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LicenceCC BY-NC-ND
Read underepoch 390

Registered trials

None linked

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.