Evidence map›Paper›PMID 41309982›Full record

ArticleScientific reports2025

Overestimates of social media addiction are common but costly.

Ian A Anderson, Wendy Wood

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

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

2 authors.

Ian A AndersonCalifornia Institute of Technology, 1200 E California Blvd, Pasadena, CA, 91125, USA. iaanders@caltech.edu.ORCID http://orcid.org/0000-0002-3362-4536
Wendy WoodUniversity of Southern California, Los Angeles, CA, USA.ORCID http://orcid.org/0000-0002-6117-558X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Overuse of social media is commonly termed a behavioral addiction. However, there is reason to believe that users overestimate their addiction; instead, frequent use largely builds habits to automatically activate, scroll, post, and react on social media. The present research (N = 1204) explored the implications of overusing the addiction label. In Study 1, a national quota sample of Instagram users (N = 380) overestimated their addiction to the app, and those who perceived themselves as more addicted (but not more habitual) experienced less ability to control their use. We show that the perception of addiction likely arises from popular media's frequent labeling of social media as addictive (vs. habit forming). Study 2 (N = 824) demonstrated experimentally that framing frequent Instagram use as an addiction has deleterious consequences for user self-efficacy, including reducing perceived control over social media use and increasing self-blame for overuse. In addition, misperceiving excessive social media use as addictive potentially diverts users from effective strategies that could be used to curb overuse habits.

Indexed as

Behavior, AddictiveInternet Addiction DisorderSocial MediaAdolescentAdultFemaleHumansMaleMiddle AgedSelf EfficacyYoung AdultAddictionHabitInstagramSelf-efficacySocial media

Identifiers

PMID41309982
PMCPMC12660925

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.