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Atlas / Human–AI interaction / Method

Longitudinal panel surveys

Surveying the same people repeatedly over months to see what predicts what — ordering in time, but not proof of cause.

Used in

  • Zhang et al 2026 - Living with AI companions

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Living with AI Companions: Sustained AI Companionship Predicts Lower Well-Being Through Lower Human InteractionDoes AI companionship displace human contact, or fill a gap that was already there?Does frictionless company lower our tolerance for other people?This method

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  • Living with AI Companions: Sustained AI Companionship Predicts Lower Well-Being Through Lower Human Interaction
  • Does AI companionship displace human contact, or fill a gap that was already there?
  • Does frictionless company lower our tolerance for other people?

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