{
  "poll_info": {
    "poll_id": "nuggmd-thca-ban-2026-07-20",
    "title": "NuggMD Cannabis Consumer Poll - Hemp Ban",
    "date_conducted": "July 16 - July 20, 2026",
    "sample_size": 583,
    "methodology": "Digital questionnaire sent to opt-in list of verified cannabis consumers via NuggMD.com first-party data"
  },
  "questions": [
    {
      "question_id": "thca_hemp_ban_affect_on_cannabis_access",
      "question_text": "Several states have just banned hemp-derived THC products like THCA. How have these bans affected your access to cannabis?",
      "response_type": "multiple_choice",
      "results": {
        "I got my medical cannabis card": 292,
        "I've switched to licensed dispensaries": 33,
        "I've had trouble finding products": 45,
        "No impact": 116,
        "I don't use hemp-derived products": 48,
        "I was not aware of these state changes": 49
      }
    }
  ],
  "demographics": {
    "population": "Representative sample of cannabis consumers in state-legal markets",
    "sample_method": "Sourced from independent providers of verified consumer data and first-party data",
    "verification": "Regular cannabis users. A strong majority of the sample reports daily or weekly cannabis use."
  },
  "notes": {
    "margin_of_error": "±4.06%",
    "confidence_level": "95%",
    "z_score": "1.96"
  }
}