Evidence map›Paper›PMID 41661960›Full record

ArticlePLOS mental health2025

Social media impact and smartwatch monitoring: Prevalence and early markers of PTSD and anxiety following mass traumatic events.

Dan Yamin, Shahar Lev-Ari, Merav Mofaz, Ron Elias, Sharon Toker, David Spiegel, Matan Yechezkel, Margaret L Brandeau, Erez Shmueli

Abstract read
In one paragraph

Article in PLOS mental health, 2025. 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. Article
  4. Witnessing Trauma in the Modern Era: The Role of Uncensored Media in Mental Health.medRxiv : the preprint server for health sciences · 2026
    Article
  5. 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

9 authors.

Dan YaminDepartment of Industrial Engineering, Tel Aviv University, Tel Aviv, Israel.
Shahar Lev-AriDepartment of Health Promotion, Tel Aviv University, Tel Aviv, Israel.
Merav MofazDepartment of Industrial Engineering, Tel Aviv University, Tel Aviv, Israel.ORCID https://orcid.org/0000-0001-7533-2737
Ron EliasDepartment of Industrial Engineering, Tel Aviv University, Tel Aviv, Israel.ORCID https://orcid.org/0009-0008-9602-1514
Sharon TokerColler School of Management, Tel Aviv University, Tel Aviv, Israel.ORCID https://orcid.org/0000-0001-7621-6607
David SpiegelDepartment of Psychiatry and Behavioral Sciences, Stanford University, Stanford, California, United States of America.
Matan YechezkelDepartment of Industrial Engineering, Tel Aviv University, Tel Aviv, Israel.
Margaret L BrandeauDepartment of Management Science and Engineering, Stanford University, Stanford, California, United States of America.ORCID https://orcid.org/0000-0001-9331-8920
Erez ShmueliDepartment of Industrial Engineering, Tel Aviv University, Tel Aviv, Israel.ORCID https://orcid.org/0000-0003-3193-5768

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

We investigated PTSD, anxiety, and stress in individuals indirectly exposed to the October 7 events in Israel. Our study utilized data from a three-year prospective study of 4,806 smartwatch users who completed daily questionnaires, and a panel study surveying 2,536 individuals twice. Stress symptoms were measured daily, while PCL-5 and GAD-7 questionnaires assessed PTSD and anxiety prevalence. After October 7, stress levels soared, with PTSD prevalence reaching 22.9-36.0% at 7-8 weeks post-event, and remaining exceptionally high at 15.9-24.7% after 7 months. We found a strong correlation between increased PTSD risk and extensive media consumption. Smartwatch data revealed early PTSD markers such as pronounced increases in stress levels and declines in mood, physical activity, and sleep quality within the first week. This study underscores the significant impact of media exposure on PTSD development and the value of continuous physiological monitoring for early detection of PTSD after mass traumatic events.

Identifiers

PMID41661960
PMCPMC12798574

What OpenQuestion holds

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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.