Evidence map›Paper›PMID 42534412›Full record

ArticleFrontiers in psychology2026

Not all cognitive offloading is equal: distinguishing dependent and autonomous offloading to generative AI.

Qiuhan Zhu, Xiangnan Li, Yiang Dong, Pengcheng Chang, Mengmeng Fan

Abstract read
In one paragraph

Article in Frontiers in psychology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Review
  4. Article
  5. 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.

Qiuhan ZhuSchool of Kinesiology and Physical Education, Zhengzhou University, Zhengzhou, China.
Xiangnan LiSchool of Kinesiology and Physical Education, Zhengzhou University, Zhengzhou, China.
Yiang DongSchool of Kinesiology and Physical Education, Zhengzhou University, Zhengzhou, China.
Pengcheng ChangSchool of Management, Zhengzhou University, Zhengzhou, China.
Mengmeng FanSchool of Management, Zhengzhou University, Zhengzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Generative AI tools such as ChatGPT now perform core cognitive operations-reasoning, synthesis, evaluation, and creative generation-on users' behalf, raising urgent questions for educational psychology about how AI use relates to cognitive development. Yet research on cognitive offloading has largely treated AI use as a unidimensional phenomenon, obscuring a theoretically consequential distinction: whether AI substitutes for the user's own thinking or scaffolds it. Drawing on the autonomous-dependent help typology and self-determination theory, the present study introduces and examines a distinction between

Indexed as

autonomous offloadingcognitive agency transfercognitive offloadingdependent offloadinggenerative AIintrinsic motivation

Identifiers

PMID42534412
PMCPMC13420724

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.