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The Serial Mediating Role of Perceived Digital Cognitive Manipulation and Brain Rot in the Relationship Between Social Media Addiction and Resilience: An SEM and Network Analysis Study.

Overview

Authors: Hasan Batmaz1
ORCID iDs: Hasan Batmaz
  1. Department of Psychology Karabuk University Karabük Türkiye
Institutions: Karabük University (Türkiye)
Journal: Brain and behavior, volume 16, issue 5, article e71472
Dates: received 23 February 2026; accepted 24 April 2026; published online 5 May 2026; in print May 2026
Type: Research article · Language: English
License: CC BY
Identifiers: DOI 10.1002/brb3.71472 · PMID 42087571 · PMCID PMC13145342 · OpenAlex W7160389731
Open access: gold, a free copy (OpenAlex)
Status: empty repository
Categories: human (organism), other condition (population), cognitive (subfield)
Keywords: brain rot, network analysis, perceived digital cognitive manipulation, resilience, social media addiction, structural equation model
MeSH: Behavior, Addictive*, Cognition*, Internet Addiction Disorder*, Resilience, Psychological*, Social Media*, Adolescent, Adult, Digital Media, Female, Humans, Latent Class Analysis, Male, Pilot Projects, Young Adult (* major topic)
Topic: Impact of Technology on Adolescents (Sociology and Political Science, Social Sciences), according to OpenAlex
Funding: Scientific and Technological Research Council of Türkiye
Citations: not cited yet (Europe PMC); 62 references in the paper

Abstract

Purpose: Social media continues to be associated with emerging adults’ thinking skills and decision‐making processes, as well as behavioral addictions. This research aims to examine the correlation between emerging adults’ levels of social media addiction and psychological resilience through the processes of “Perceived Cognitive Manipulation” and “Brain Rot,” and to develop an original Perceived Digital Cognitive Manipulation Scale (PEDCOM‐8) within this scope.

Method: The research was conducted in two stages. In the first stage, confirmatory factor analysis was applied to data obtained from 151 participants in the pilot study and 309 participants in the confirmatory factor analysis conducted during the development of the PEDCOM‐8.

Finding: The scale was found to be valid and reliable with a two‐factor structure and high internal consistency coefficients. In the second stage (N 355, mean age 20.78, 49.9% female), the relationships among social media addiction (X), perceived digital cognitive manipulation (M1), brain rot (M2), and resilience (Y) were examined using structural equation modeling (SEM) and network analyses, which were created with data obtained from 355 participants. The findings showed that social media addiction is a significant and strong predictor of perceived digital cognitive manipulation. It has been demonstrated that perceived digital cognitive manipulation is negatively associated with brain rot, and compromised brain health is, in turn, linked to lower levels of resilience. Serial mediation analysis results revealed that perceived digital cognitive manipulation and brain rot together play a significant mediating role in the relationship between social media addiction and resilience.

Conclusion: The study presents a new conceptual model that explains the indirect roles of social media addiction on the cognitive integrity and psychological resilience mechanisms of emerging adults. The developed PEDCOM‐8 serves as a unique measurement tool for future research examining the mental effects of digital behaviors.

Reproduced under the paper's license (CC BY), from the paper cited above.

Code

No file of the authors' code could be read here: it is described below, and read at its source.

Zenodo 15676357

License: CC-BY-4.0
State: the link answers, verified on 27 September 2026
Evidence: files inventoried
Size: 1 file, 0 scripts
Software Heritage: not checked
Found in: the references
Not found: README, license file, CITATION.cff, environment file, tests, continuous integration, documentation
Availability: 1 check, the latest on 27 September 2026: the link answers (HTTP 200)
  • 27 September 2026: the link answers (HTTP 200)
At the source:

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Data

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Data Availability Statement

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Reproduced under the paper's license (CC BY), from the paper cited above.

Versions

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Version 1, 27 September 2026: the first record

Recorded: type, language, journal, volume, issue, pages, dates, 1 author, 6 keywords, 14 MeSH terms, 1 funder, 50 references.

Cite

This paper

Batmaz, H. (2026). The Serial Mediating Role of Perceived Digital Cognitive Manipulation and Brain Rot in the Relationship Between Social Media Addiction and Resilience: An SEM and Network Analysis Study. Brain and behavior, 16(5), e71472. https://doi.org/10.1002/brb3.71472

BibTeX

@article{batmaz2026serial,
author = {Batmaz, Hasan},
title = {{The Serial Mediating Role of Perceived Digital Cognitive Manipulation and Brain Rot in the Relationship Between Social Media Addiction and Resilience: An SEM and Network Analysis Study}},
journal = {Brain and behavior},
year = {2026},
month = may,
volume = {16},
number = {5},
pages = {e71472},
publisher = {Wiley},
issn = {2162-3279},
doi = {10.1002/brb3.71472},
url = {https://doi.org/10.1002/brb3.71472},
pmid = {42087571},
pmcid = {PMC13145342}
}

RIS

TY - JOUR
AU - Batmaz, Hasan
TI - The Serial Mediating Role of Perceived Digital Cognitive Manipulation and Brain Rot in the Relationship Between Social Media Addiction and Resilience: An SEM and Network Analysis Study
T2 - Brain and behavior
J2 - Brain Behav
PY - 2026
DA - 2026/05/01
VL - 16
IS - 5
SP - e71472
SN - 2162-3279
PB - Wiley
DO - 10.1002/brb3.71472
UR - https://doi.org/10.1002/brb3.71472
LA - en
ER -

CSL-JSON

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