Evidence map›Paper›PMID 41595052›Full record

ReviewBehavioral sciences (Basel, Switzerland)2026

C/T Ratios in Human Eyeblink Conditioning Paradigms to Examine Cerebellar Function and ADHD: A Narrative Review.

Caleb S Spink, John W Walker, Shane H Phillips, John Michael Falligant

Abstract readReview
In one paragraph

Review in Behavioral sciences (Basel, Switzerland), 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0citing papers in PubMed
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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

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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.

Caleb S SpinkDepartment of Psychological Sciences, Auburn University, Auburn, AL 36849, USA.
John W WalkerDepartment of Psychological Sciences, Auburn University, Auburn, AL 36849, USA.
Shane H PhillipsDepartment of Psychological Sciences, Auburn University, Auburn, AL 36849, USA.
John Michael FalligantDepartment of Psychological Sciences, Auburn University, Auburn, AL 36849, USA.

Funding

Brain and Behavior Foundation NARSAD Young Investigator GrantIntellectual and Developmental Disabilities Research Centers P50HD103538NIH HHS 1R21HD112724-01A1NIH HHS 1R21HD113881-01NIH HHS 5R21HD112724-02NIH HHS 5R21HD113881-02
6 · The paper itself

Abstract

Eyeblink conditioning (EBC), a form of Pavlovian learning that relies on cerebellar circuits, offers a translationally relevant assay of adaptive learning and cerebellar integrity. In delay EBC, a conditioned stimulus (CS), such as a tone, overlaps with and co-terminates with the unconditioned stimulus (US), typically a brief air puff to the cornea. Trace EBC introduces a stimulus-free interval between CS offset and US onset, engaging additional brain structures such as the hippocampus. Acquisition of conditioned responses (CRs), their timing, and resistance to extinction have all been linked to cerebellar function. While EBC is a well-established paradigm in the experimental analysis of behavior and neuroscience, human studies applying it to ADHD populations remain limited and show inconsistent findings. One potential explanation for this variability lies in procedural differences across studies, particularly in the temporal structure of conditioning trials. A key parameter in Pavlovian learning is the ratio of the inter-US interval (C; time between USs) to the CS-US interval (T; time between CS onset and US onset). Known as the C/T ratio, this value indexes the informational value of the CS in predicting the US and has been shown to influence acquisition speed and response strength. Despite its theoretical importance, the C/T ratio is rarely reported or standardized in human EBC studies involving ADHD. The present review aims to characterize procedural features-especially C/T ratios-used in EBC research with ADHD populations or models, with a focus on how such parameters may shape performance and interpretability in studies probing cerebellar function.

Indexed as

animal modelsattention-deficit/hyperactivity disordercerebellumC/T ratioeyeblink conditioningPavlovian

Identifiers

PMID41595052
PMCPMC12837879

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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.