Evidence map›Paper›PMID 41703177›Full record

ArticlePsychonomic bulletin & review2026

Connecting the dots: Similar visual orthographic acquisition for Braille or line junctions.

Filippo Cerpelloni, Olivier Collignon, Hans Op de Beeck

Abstract read
In one paragraph

Article in Psychonomic bulletin & review, 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.

Filippo CerpelloniDepartment of Brain and Cognition, KU Leuven, Leuven Brain Institute, Leuven, Belgium.ORCID http://orcid.org/0000-0001-8070-5753
Olivier CollignonInstitute of Psychology (IPSY) & Institute of Neuroscience (IoNS), UCLouvain, Belgium.ORCID http://orcid.org/0000-0003-1882-3550
Hans Op de BeeckDepartment of Brain and Cognition, KU Leuven, Leuven Brain Institute, Leuven, Belgium. hans.opdebeeck@kuleuven.be.ORCID http://orcid.org/0000-0002-2250-212X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Most written systems share basic shape features with natural objects such as line junctions, a commonality thought to be at the basis of fluent reading. Studies that compared reading acquisition for different scripts used line-based scripts and investigated them in terms of complexity, novelty, or associations of stimuli from different categories. Here, we directly compared visual Braille, a script that only includes patterns of dots and no line junctions, to Line Braille, a novel, custom-made script based on line junctions drawn between Braille dots. For four consecutive days, two groups of participants (each N = 40) underwent online training of either one of the scripts, during which they first mapped new letters onto the Latin alphabet and then trained on full words. Each day, participants were tested by asking them to transcribe a set of stimuli (words and pseudowords) from the novel to the Latin script. Across sessions, we found no significant differences between scripts in the overall transcription accuracy nor in the time required to transcribe words. We only found a small delay in the learning trajectory of the Braille group represented through an interaction between group and session in overall accuracy, and slightly higher sensitivity for stimulus length in the Braille group. Overall, these results show that line junctions only provide a small and temporary benefit when learning a new script, contrasting with the idea that line junctions is a core visual features for learning orthography.

Indexed as

LearningPattern Recognition, VisualReadingAdultFemaleHumansMaleYoung AdultReadingVisual perceptionWord perception

Identifiers

PMID41703177
PMCPMC12913325

What OpenQuestion holds

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LicenceCC BY
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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.