Social media regulation, third-person effect, and public views: A comparative study of the United States, the United Kingdom, South Korea, and Mexico

24 citations

Abstract

Given the prevalence of misinformation on social media and accompanying negative externalities, platform regulation has become a highly contested public issue globally. This study investigated (a) what global publics think about platform regulation and (b) the psychological mechanisms underlying such opinions through the lens of the third-person effect. Four national surveys, conducted in the United States, the United Kingdom, South Korea, and Mexico in April--September 2021, revealed that both presumed media influence on self and others play important but different roles in predicting support for two distinctive forms of platform regulation (i.e. government regulation *of* social media platforms versus content moderation *by* social media platforms). Self-efficacy (self-perceived ability to spot misinformation) and other-efficacy (perception of others' ability to spot misinformation) were identified as two crucial antecedents of third-person perception. There were also nuanced but noteworthy differences in public attitudes toward platform regulations across the four countries studied.

24
Citations
Research
Paper Only

Study specs

Year
2022
Human Data Platform
Prolific

Peer Review & Critical Discussion

3 threads

Potential Selection Bias in 2023 Cohort

DSJDr. Sarah J.
Verified PhD Candidate
12 replies

The participant pool shows a concerning overrepresentation of users from high-income demographics. Looking at Table 3, we can see that 78% of respondents had annual incomes above $75k, which significantly limits the generalizability of these findings to broader populations.

2 hours ago

Non-naive Participants Issue

MCM. Chen (OpenAI)
Data Scientist
8 replies

I've noticed a methodological concern regarding participant naivety. Given that Prolific users often complete multiple studies, there's a real risk that participants had prior exposure to similar experimental paradigms, which could confound the results.

5 hours ago

RLHF Applicability to This Study Design

PRWProf. R. Williams
Verified Researcher
15 replies

The implications for RLHF training pipelines are understated. If we accept the authors' conclusions about preference stability, this has direct consequences for how we should structure reward model training. The temporal decay effect described in Section 4.2 is particularly relevant.

1 day ago

Verify your expertise to join discussion

Create an account and verify your credentials to participate in peer discussions.