Evidence map›Paper›PMID 42495235›Full record

ArticleFrontiers in psychology2026

Who sparks online flames? A personality-based investigation using scenario-based measures of flaming behavior.

Ryohei Umetani, Naoki Konishi, Takuto Homma, Jin Kato, Nobuhiro Mifune, Takemasa Yokoyama

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. 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

6 authors.

Ryohei Umetani *Department of Information Technology and Human Factors, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan.
Naoki Konishi *Department of Information Technology and Human Factors, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan.
Takuto HommaDepartment of Information Technology and Human Factors, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan.
Jin KatoFaculty of Human Sciences and Cultural Studies, Yamanashi Eiwa University, Kofu, Yamanashi, Japan.
Nobuhiro MifuneSchool of Economics & Management, Kochi University of Technology, Kochi, Japan.
Takemasa YokoyamaDepartment of Information Technology and Human Factors, National Institute of Advanced Industrial Science and Technology, Tsukuba, Ibaraki, Japan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: With internet flaming emerging as a prominent social issue, strategies for addressing it are increasingly needed. Despite various countermeasures, the issue remains under-addressed due to a predominant focus on Methods: Two large-scale questionnaire surveys, with 3,040 participants in total, were conducted. Results: The findings provide insights into psychological factors that contribute to internet flaming and indicate trait patterns that tend to appear among individuals who play central roles in such incidents. Discussion: By examining psychological characteristics associated with internet flaming, this study offers an initial step toward building safer online spaces. While the predictive power of the models was limited, the results highlight potential directions for future research on personality-informed approaches to online conflict, complementing existing reactive strategies.

Indexed as

dark triadinternet flamingjustice sensitivityonline aggressiononline disinhibitionpersonality traitsrisk-takingsocial media behavior

Identifiers

PMID42495235
PMCPMC13392988

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Registered trials

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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.