Beyond Hate

Positive behavior change through social networks

Social media has created an environment where harmful behaviors spread and reinforce themselves. The typical response—flag it, remove it, ban the account—doesn't change behavior. Beyond Hate explores what does.

The core insight

Diseases and ideas spread through single contact—one exposure is enough. But behavior change doesn't work that way. Research on social contagion shows that changing how people act requires multiple reinforcing exposures from trusted sources—not one-time interventions.

What works:

  • Multiple touchpoints—People need to hear the message more than once, in different situations. A parent might hear about vaccines from their doctor, then from a neighbor, then at school pickup.
  • Trusted messengers—The message needs to come from people you already trust. A peer calling out a hateful message has impact. A nurse you know is more persuasive than an anonymous public health campaign.
  • Visible community data—People are more likely to act when they see others like them already doing it. Local vaccination rates matter. So does seeing neighbors apologize or change course.

A framework that integrates the research

This approach draws on seven complementary lines of research:

Complex Contagion + Contact Theory + Restorative Practices + Social-Emotional Learning + Bystander Intervention + Nudge + Moral Development

This research informs concrete design decisions: which intervention to use when, which messenger to involve, how to sequence touchpoints, how to make community progress visible.

Explore the framework →

Two Applications

Responding to Online Hate

How can we move beyond flagging and banning toward restorative responses?

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Addressing Vaccine Hesitancy

What would it take to help parents navigate vaccine decisions through trusted conversations and community data?

Read more →