Evidence map›Paper›PMID 41412918›Full record

ReviewTrends in cognitive sciences2026

Adaptive habits: understanding executive function and its development.

Jesse C Niebaum, Allison Zengilowski, Benjamin Katz, Priti Shah, Yuko Munakata

Abstract readReview
In one paragraph

Review in Trends in cognitive sciences, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing 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

3 citing papers in PubMed.

  1. Article
  2. Reply to Mazzaferro et al. and Niebaum: The limits of alignment: Grounding executive functions without assuming special contexts.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  3. Standard EF tasks can still have predictive validity within diverse cultural contexts.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
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

5 authors.

Jesse C NiebaumCenter for Mind and Brain, Department of Psychology, University of California, Davis, CA, USA. Electronic address: jcniebaum@ucdavis.edu.
Allison ZengilowskiDepartment of Education and Human Services, Lehigh University, Bethlehem, PA, USA.
Benjamin KatzDepartment of Human Development and Family Science, Virginia Tech, Blacksburg, VA, USA.
Priti ShahDepartment of Psychology, University of Michigan, Ann Arbor, MI, USA.
Yuko MunakataCenter for Mind and Brain, Department of Psychology, University of California, Davis, CA, USA. Electronic address: ymunakata@ucdavis.edu.

Funding

Developing Adaptive Coordination of Executive FunctionsR01HD086184 · NICHD · UNIVERSITY OF COLORADO · PI YUKO MUNAKATA · 2016 to 2026
$3.2M
NICHD NIH HHS R01 HD086184
6 · The paper itself

Abstract

Executive functions (EFs) develop dramatically across childhood and predict important outcomes, including academic achievement. These links are often attributed to individual differences in EF capacities. However, individual difference accounts underemphasize contextual influences on EF. We propose a complementary perspective, the adaptive habits framework, which emphasizes how contextual factors support or hinder EF engagement in children. Contexts that support repeated EF engagement establish habits for engaging EF in similar contexts and in similar ways. Such habits, in turn, reduce the effort associated with engaging EF and thus increase the likelihood of deciding to engage EF in the future. We interpret empirical findings through the lens of adaptive habits, discuss the implications of this framework, and propose novel research approaches and interventions to support EF in children.

Indexed as

Adaptation, PsychologicalChild DevelopmentExecutive FunctionHabitsChildHumansacademic achievementcognitive developmentexecutive functionindividual differenceswillingness to engage control

Identifiers

PMID41412918
PMCPMC13135620

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.