Information risk perception is negatively associated with psychological and emotional support, daily life, and leisure and entertainment benefits¶

Claim · All claims
Evidence · 1 study (3 entries) · associational r2–r3 · q2
Currency · newest study 2026 · not yet checked against its sources · not reviewed by a person

Subclaims¶

q2 i? Information risk perception has a significant negative association with psychological and emotional support benefits (β = −0.288, p < 0.05). → Du W 2026 q2 i? Information risk perception has a significant negative association with daily life benefits (β = −0.258, p < 0.05). → Du W 2026 (2) q2 i? Information risk perception has a significant negative association with leisure and entertainment benefits (β = −0.217, p < 0.05). → Du W 2026 (3)

Evidence¶

Du W 2026¶

Du W, Ning S, Shi Y and Chen Y. (2026). The impact of risk perception on perceived benefits of generative artificial intelligence users—an empirical study based on university students. Front. Psychol. 17:1866428. https://doi.org/10.3389/fpsyg.2026.1866428

q2 · i? · associational · r2

Hierarchical regression (Model 9) on the 814-student survey predicting psychological and emotional support benefits. The article reports information risk perception "had a significant negative association" with this outcome.

"Information risk perception had a significant negative association (β = −0.288, SE = 0.101, p < 0.05)."

Du W 2026 (2)¶

Du W, Ning S, Shi Y and Chen Y. (2026). The impact of risk perception on perceived benefits of generative artificial intelligence users—an empirical study based on university students. Front. Psychol. 17:1866428. https://doi.org/10.3389/fpsyg.2026.1866428

q2 · i? · associational · r2

Hierarchical regression (Model 12) on the same sample predicting daily life benefits. The article reports information risk perception "had a significant negative association" with daily life benefits.

"Information risk perception had a significant negative association (β = −0.258, SE = 0.096, p < 0.05)."

Du W 2026 (3)¶

Du W, Ning S, Shi Y and Chen Y. (2026). The impact of risk perception on perceived benefits of generative artificial intelligence users—an empirical study based on university students. Front. Psychol. 17:1866428. https://doi.org/10.3389/fpsyg.2026.1866428

q2 · i? · associational · r3

Hierarchical regression (Model 15) on the same sample predicting leisure and entertainment benefits. The article reports information risk perception "had a significant negative association" with this outcome.

"Information risk perception had a significant negative association (β = −0.217, SE = 0.097, p < 0.05)."

Discussion¶

Related Claims¶

• Gen AI usage duration longer than one year is associated with higher perceived academic assistance, skill development, psychological and emotional support, and daily life benefits — related
• Perceived risk mediates the relationship between perceived academic dishonesty and ChatGPT usage (indirect-only mediation) — related
• Students with higher perceived academic dishonesty perceive greater risk in using ChatGPT — related
• Security risk perception is positively associated with perceived academic assistance and skill development benefits of Gen AI among university students — related
• Education level shows differential associations with perceived benefits, with master's students perceiving higher psychological support and leisure benefits than doctoral students — related