Evidence map›Paper›PMID 41847062›Full record

ArticleFrontiers in psychology2026

Unpacking the emotional drive: a grounded theory model of online collective action in social media.

Shuang Li, Jiajia Hao, Tianyi Li, Yixuan Zhang, Tongyue Feng, Xiaoxia Zhu

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.

Shuang LiEconomics Management School, Yanshan University, Qinhuangdao, Hebei, China.
Jiajia HaoEconomics Management School, Yanshan University, Qinhuangdao, Hebei, China.
Tianyi LiEconomics Management School, Yanshan University, Qinhuangdao, Hebei, China.
Yixuan ZhangInstitute for Advanced Studies in Humanities and Social Sciences, Beijing Normal University, Zhuhai, Guangdong, China.
Tongyue FengInstitute for Advanced Studies in Humanities and Social Sciences, Beijing Normal University, Zhuhai, Guangdong, China.
Xiaoxia ZhuInstitute for Advanced Studies in Humanities and Social Sciences, Beijing Normal University, Zhuhai, Guangdong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

What are the underlying psychological motivations that drive online collective action? This study addresses this question by employing a constructivist grounded theory methodology to analyze over 300,000 words of textual data from 16 influential cases on Chinese social media. This study operationalizes "emotional drive" as the core dynamic process in online collective action wherein group emotions, triggered by an initial event and rapidly contagious and amplified via social media, interact with group social identity and external action constraints to nonlinearly propel collective action from emergence and diffusion to transformation. We developed a comprehensive theoretical model that identifies "emotional drive" as the core phenomenon, around which five primary categories revolve: emotional contagion, trust dynamics, relative deprivation, social identity, and action constraints. Our findings reveal that emotional contagion acts as the central catalyst, often sparked by a pervasive sense of relative deprivation among participants. This research provides a nuanced social-psychological framework for understanding how large-scale collective behaviors emerge from the interplay of individual cognition and group dynamics in digital environments. The model not only offers theoretical insights but also yields practical implications for the governance of online communities and the management of social dynamics in the digital age.

Indexed as

emotional contagiongrounded theoryonline collective actionrelative deprivationsocial identitytrust dynamics

Identifiers

PMID41847062
PMCPMC12990070

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.