TY - JOUR
T1 - Motivational duality and fake news reporting behavior
T2 - a polynomial regression with response surface analysis
AU - Shen, Xiao Liang
AU - Liu, Lin Yao
AU - Li, Yang Jun
N1 - Publisher Copyright:
© CC-BY-NC 4.0 The Author(s).
PY - 2025
Y1 - 2025
N2 - Context. Promoting social media users to report fake news is a crucial for curbing its spread, yet active reporters remain limited compared to those contributing to its proliferation. Purpose. This study examines how users' moral motivations affect their fake news reporting behavior. Specifically, it investigates how the dual dimensions of moral motivation (i.e., agency and communion), both in congruence or incongruence, affect reporting behavior. Method. Grounded in the reconciliation model of moral centrality, this study develops research hypotheses and tests them using over 13,000 reports and more than 4 million posts from 15,256 social media users. Empirical analysis employs dictionary-based text analysis method, and polynomial regression with response surface analysis. Findings. Users with congruent agency and communion motivations are more likely to report fake news, and this likelihood increases as the strength of these motivations grows. User heterogeneity analysis shows that unverified users report more when communion exceeds agency, while verified users report more when agency exceeds communion. Originality. This study presents a novel perspective on fake news reporting behavior by linking it to moral motivation and examining how the congruence or incongruence between agency and communion shapes reporting behavior, with distinct effects for verified and unverified social media users.
AB - Context. Promoting social media users to report fake news is a crucial for curbing its spread, yet active reporters remain limited compared to those contributing to its proliferation. Purpose. This study examines how users' moral motivations affect their fake news reporting behavior. Specifically, it investigates how the dual dimensions of moral motivation (i.e., agency and communion), both in congruence or incongruence, affect reporting behavior. Method. Grounded in the reconciliation model of moral centrality, this study develops research hypotheses and tests them using over 13,000 reports and more than 4 million posts from 15,256 social media users. Empirical analysis employs dictionary-based text analysis method, and polynomial regression with response surface analysis. Findings. Users with congruent agency and communion motivations are more likely to report fake news, and this likelihood increases as the strength of these motivations grows. User heterogeneity analysis shows that unverified users report more when communion exceeds agency, while verified users report more when agency exceeds communion. Originality. This study presents a novel perspective on fake news reporting behavior by linking it to moral motivation and examining how the congruence or incongruence between agency and communion shapes reporting behavior, with distinct effects for verified and unverified social media users.
KW - Fake News
KW - Moral Motivation
KW - Polynomial Regression with Response Surface Analysis
KW - Reconciliation model of moral centrality
KW - Reporting Behavior
UR - http://www.scopus.com/inward/record.url?scp=105000100833&partnerID=8YFLogxK
U2 - 10.47989/ir30iConf47596
DO - 10.47989/ir30iConf47596
M3 - Article
AN - SCOPUS:105000100833
SN - 1368-1613
VL - 30
SP - 38
EP - 53
JO - Information Research
JF - Information Research
IS - iConf 2025
ER -