Evidence map›Paper›PMID 33792820›Full record

ArticleResearch on child and adolescent psychopathology2021

Conditional Learning Deficits in Children with ADHD can be Reduced Through Reward Optimization and Response-Specific Reinforcement.

Hasse De Meyer, Gail Tripp, Tom Beckers, Saskia van der Oord

Open access · hybridAbstract read
In one paragraph

Article in Research on child and adolescent psychopathology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
0.6field-weighted citation impact, top 35% of its field
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

2 citing papers in PubMed, 6 citations in OpenAlex.

  1. Article
  2. Review
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 at 4 institutions in 5 countries.

Hasse De MeyerBehaviour, Health and Psychopathology, KU Leuven, Tiensestraat 102, 3000, Leuven, Belgium. hasse.demeyer@kuleuven.be.ORCID 0000-0002-6573-5070
Gail TrippHuman Developmental Neurobiology Unit, Okinawa Institute of Science and Technology Graduate University, Okinawa, 904-0495, 1919-1 Tancha, Onna, Japan.ORCID 0000-0002-3622-4714
Tom BeckersBehaviour, Health and Psychopathology, KU Leuven, Tiensestraat 102, 3000, Leuven, Belgium.ORCID 0000-0002-9581-1505
Saskia van der OordBehaviour, Health and Psychopathology, KU Leuven, Tiensestraat 102, 3000, Leuven, Belgium. saskia.vanderoord@kuleuven.be.ORCID 0000-0003-2771-0187
Allen Institute for Brain Science · USManagement and Science University · MYOkinawa Institute of Science and Technology Graduate University · JPVIB-KU Leuven Center for Brain & Disease Research · BE

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

When children with ADHD are presented with behavioral choices, they struggle more than Typically Developing [TD] children to take into account contextual information necessary for making adaptive choices. The challenge presented by this type of behavioral decision making can be operationalized as a Conditional Discrimination Learning [CDL] task. We previously showed that CDL is impaired in children with ADHD. The present study explores whether this impairment can be remediated by increasing reward for correct responding or by reinforcing correct conditional choice behavior with situationally specific outcomes (Differential Outcomes). An arbitrary Delayed Matching-To-Sample [aDMTS] procedure was used, in which children had to learn to select the correct response given the sample stimulus presented (CDL). We compared children with ADHD (N = 45) and TD children (N = 49) on a baseline aDMTS task and sequentially adapted the aDMTS task so that correct choice behavior was rewarded with a more potent reinforcer (reward manipulation) or with sample-specific (and hence response-specific) reinforcers (Differential Outcomes manipulation). At baseline, children with ADHD performed significantly worse than TD children. Both manipulations (reward optimization and Differential Outcomes) improved performance in the ADHD group, resulting in a similar level of performance to the TD group. Increasing the reward value or the response-specificity of reinforcement enhances Conditional Discrimination Learning in children with ADHD. These behavioral techniques may be effective in promoting the learning of adaptive behavioral choices in children with ADHD.

Indexed as

Attention Deficit Disorder with HyperactivityChildConditioning, ClassicalHumansLearningReinforcement, PsychologyRewardAttention Deficit Hyperactivity DisorderConditional Discrimination LearningDifferential OutcomesRewardTreatment

Identifiers

PMID33792820
PMCPMC8322018
OpenAlexW3146066330

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.