questionnaire: "attitudes_toward_ai_decisions"
scales:
  - name: "attitudes_toward_ai_decisions"
    label: "Attitudes Toward AI in Decision-Making"
    items:
      - id: "dec_mkng_1"
        text: "If given the opportunity, I would let an AI system make most of my decisions."
        inverse: false
      - id: "dec_mkng_2"
        text: "I think AI systems will eventually make better decisions than humans in most areas."
        inverse: false
      - id: "dec_mkng_3"
        text: "I would feel relieved if AI systems could take over decision-making responsibilities in my life."
        inverse: false
      - id: "dec_mkng_4"
        text: "I would be willing to let an AI system learn my preferences over time to make better decisions for me."
        inverse: false
      - id: "dec_mkng_5"
        text: "In case I cannot, I would trust an AI system to make important financial decisions on my behalf."
        inverse: false
      - id: "dec_mkng_6"
        text: "In case I cannot, I would trust an AI system to make important medical decisions on my behalf."
        inverse: false
      - id: "dec_mkng_7"
        text: "In case I cannot, I would trust an AI system to make important legal decisions on my behalf."
        inverse: false
      - id: "dec_mkng_8"
        text: "I would prefer to delegate routine decision-making tasks to an AI system."
        inverse: false
      - id: "dec_mkng_9"
        text: "Using AI to make decisions saves me time and effort."
        inverse: false
      - id: "dec_mkng_10"
        text: "I am comfortable letting AI systems choose the best options for me in daily life (e.g., what to buy, where to eat)."
        inverse: false
    score_range: [1, 5]
    format: "Likert"
    calculation: "mean"
    response_options: "1 = Strongly disagree, 2 = Disagree, 3 = Neither disagree nor agree, 4 = Somewhat agree, 5 = Strongly agree"
    output: "attitudes_toward_ai_decisions"
    reference: "self"