Cancel culture can be collectively validating for groups experiencing harm
Bibliographic record
Abstract
Introduction Social psychological research on collective action and intergroup harm has yet to adequately consider the potential role of cancel culture or feelings of collective validation in motivating collective action. The current research will begin to fill this gap and may broaden our understanding of the psychological mechanisms that inspire and maintain collective action in response to intergroup harm. To our knowledge, this research is the first social psychological analysis of the impact of cancel culture on collective action and as means for producing feelings of collective validation. Methods In two experimental studies, participants read a story describing an event of discrimination against their group followed by a manipulation of the presence or absence of an episode of cancel culture. Study 1 samples woman university students (N = 520) and focuses on their responses to a sexist incident on campus. Study 2 (pre-registered) assesses the generality of the model in a racism context with a community sample of East Asian Canadians and Americans (N = 237). Results Study 1 showed that an episode of cancel culture had an indirect positive effect on collective action intentions mediated by feelings of collective validation and collective empowerment. Study 2 showed the indirect effect of cancel culture on collective action intentions mediated by feelings of collective validation and collective anger and contempt. Discussion The current research offers a novel theoretical and empirical introduction to the concept of collective validation and the understudied context of cancel culture to the existing social psychological research and theory on collective action. Further, cancel culture has been criticized as problematic. However, this perspective centres those in positions of power. Through this research, we hope to shift the focus onto marginalized groups’ perspectives of episodes of cancel culture. This research shows that groups who experience harm find these episodes of cancel culture validating in ways that have yet to be fully explored by intergroup relations research. Further, these findings suggest that collective validation does mediate the relationship between cancel culture and collective action; thus, cancel culture becomes an important contributor to resistance by marginalized groups through collective validation.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.015 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.005 | 0.010 |
| Scholarly communication | 0.004 | 0.002 |
| Open science | 0.001 | 0.007 |
| Research integrity | 0.001 | 0.002 |
| Insufficient payload (model declined to judge) | 0.005 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".