During REMind, nearly all children reported feeling sad for the victim and attributed bystander inaction mainly to low confidence or fear of retaliation¶

Claim · All claims
Evidence · 1 study (2 entries) · design r2 · q2
Currency · newest study 2026 · checked against its sources 2026-10-17 (automated, 2 of 2 entries) · not reviewed by a person

Subclaims¶

q2 i? 94% of participants (17 of 18) felt sad for the victim robot JITTER after watching the bullying scene. → Elaheh Sanoubari 2026 q2 i? Over half of children attributed the avatar's bystander inaction to low skills or confidence, and 38% to fear of the bully's retaliation. → Elaheh Sanoubari 2026 (2)

Evidence¶

Elaheh Sanoubari 2026¶

Elaheh Sanoubari, Neil Fernandes, Keith Rebello, Alicia Pan, Andrew Houston, and Kerstin Dautenhahn. (2026). Play-Testing REMind: Evaluating an Educational Robot-Mediated Role-Play Game. https://arxiv.org/abs/2604.00300 doi:10.48550/arxiv.2604.00300

q2 · i? · qualitative · r3

Inductive thematic analysis of in-situ reflection prompts in the play-testing study; "94% of participants (17 out of 18) felt sad for JITTER", with intercoder reliability of 94% agreement and Cohen's κ = 0.93.

"Inductive coding of children's responses to 'How do you feel' (asked right after watching the bullying scene) revealed that 94% of participants (17 out of 18) felt sad for JITTER (victim)"

Elaheh Sanoubari 2026 (2)¶

Elaheh Sanoubari, Neil Fernandes, Keith Rebello, Alicia Pan, Andrew Houston, and Kerstin Dautenhahn. (2026). Play-Testing REMind: Evaluating an Educational Robot-Mediated Role-Play Game. https://arxiv.org/abs/2604.00300

q2 · i? · design · r2

Thematic analysis of Phase 2 reflection prompts on why the avatar did nothing: "over half (55%) attributed it to low skills or confidence", and 38% of children indicated fear of the bully's retaliation.

"over half (55%) attributed it to low skills or confidence (e.g., “maybe she didn’t feel confident, because of FUSE’s rude words. ”[P9], or“she doesn’t know how to stand up. ”[P2])."

Discussion¶

Learner Variables¶

• Social Awareness and Relationship Skills — outcome: instruction changes it

Related Claims¶

• After REMind, children's expectations that confronting a bully would stop the bullying shifted toward a calibrated midpoint — related
• REMind did not significantly change children's expectations that defending would help the victim feel better — related
• Playing REMind significantly increased children's perceived self-efficacy for defending peers — related
• Children who chose to comfort the victim reported higher self-efficacy and victim-help expectations than those who chose to confront the bully (descriptive, imbalanced groups) — related
• REMind did not significantly increase measured empathy, but baseline human-directed empathy correlated positively with robot-directed empathy — related
• By the end of the study all learner focus groups understood bullying as repeated aggression and reported being confident defenders — related