Disadvantaged students face persistently high dropout risks, often driven by low resilience, social isolation, and negative self-beliefs
These behavioural frictions are not addressed by traditional academic reforms, prompting interest in tech-based, behavioural tools
The Grok mobile app aimed to build psychological adaptability through self-reflection, peer connection, and mindset nudges
Outcomes
A large-scale RCT showed no statistically significant improvement in grades, completion, or wellbeing among app users
Only 29% of students engaged meaningfully with the app; most completed fewer than 10 activities
However, qualitative feedback highlighted that active users found the app helpful for reframing thinking and building social connections
Implications
Integrate behavioural nudges into core academic systems—embed short activities into classroom modules, advising sessions, or onboarding rather than relying on standalone apps
Leverage low-friction delivery channels—repurpose Grok content into SMS nudges, bite-sized email sequences, or push notifications tied to real academic milestones
Bundle behavioural supports with institutional touchpoints—link mindset and identity-building exercises to academic advising, peer mentoring, or student support offices to ensure relevance, accountability, and reach