LatentClassInput

behaviour_optimization_directionBehaviour Optimization Directionrequired

contextContextrequired

lv_class_membership_outputobject[]required

lv_model_outputobject[]required

num_classesNum Classesrequired

psychological_constructs_outputobject[]required

respondent_instructionRespondent Instructionrequired

target_behaviourTarget Behaviourrequired

LatentClassInput

{
  "behaviour_optimization_direction": "Maximize",
  "context": "Understanding consumer preferences for eco-friendly products in the market",
  "lv_class_membership_output": [
    {
      "beta": 0,
      "class": "Class 1",
      "latent_construct": "Environmental Consciousness"
    },
    {
      "beta": 0,
      "class": "Class 1",
      "latent_construct": "Price Sensitivity"
    },
    {
      "beta": 0.8,
      "class": "Class 2",
      "latent_construct": "Environmental Consciousness"
    },
    {
      "beta": -0.3,
      "class": "Class 2",
      "latent_construct": "Price Sensitivity"
    }
  ],
  "lv_model_output": [
    {
      "attribute": "Price",
      "beta": 1.2,
      "class": "Class 1",
      "level": "Low",
      "significant": "Yes"
    },
    {
      "attribute": "Price",
      "beta": 0,
      "class": "Class 1",
      "level": "Medium",
      "significant": "base_level"
    },
    {
      "attribute": "Price",
      "beta": -0.8,
      "class": "Class 1",
      "level": "High",
      "significant": "Yes"
    },
    {
      "attribute": "Price",
      "beta": -1.5,
      "class": "Class 1",
      "level": "Very High",
      "significant": "Yes"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": -0.2,
      "class": "Class 1",
      "level": "Low",
      "significant": "No"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": 0,
      "class": "Class 1",
      "level": "Medium",
      "significant": "base_level"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": 0.4,
      "class": "Class 1",
      "level": "High",
      "significant": "Yes"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": 0.5,
      "class": "Class 1",
      "level": "Very High",
      "significant": "Yes"
    },
    {
      "attribute": "Price",
      "beta": -0.8,
      "class": "Class 2",
      "level": "Low",
      "significant": "Yes"
    },
    {
      "attribute": "Price",
      "beta": 0,
      "class": "Class 2",
      "level": "Medium",
      "significant": "base_level"
    },
    {
      "attribute": "Price",
      "beta": 0.4,
      "class": "Class 2",
      "level": "High",
      "significant": "Yes"
    },
    {
      "attribute": "Price",
      "beta": 0.9,
      "class": "Class 2",
      "level": "Very High",
      "significant": "Yes"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": -1.1,
      "class": "Class 2",
      "level": "Low",
      "significant": "Yes"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": 0,
      "class": "Class 2",
      "level": "Medium",
      "significant": "base_level"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": 0.7,
      "class": "Class 2",
      "level": "High",
      "significant": "Yes"
    },
    {
      "attribute": "Eco-Friendliness",
      "beta": 1.8,
      "class": "Class 2",
      "level": "Very High",
      "significant": "Yes"
    }
  ],
  "num_classes": 2,
  "psychological_constructs_output": [
    {
      "beta": -0.4,
      "demographic_variable": "Gender",
      "dependent_variable": "Environmental Consciousness",
      "level": "Male",
      "significant": "Yes"
    },
    {
      "beta": 0,
      "demographic_variable": "Gender",
      "dependent_variable": "Environmental Consciousness",
      "level": "Female",
      "significant": "base_level"
    },
    {
      "beta": -0.6,
      "demographic_variable": "Income",
      "dependent_variable": "Environmental Consciousness",
      "level": "Low",
      "significant": "Yes"
    },
    {
      "beta": -0.2,
      "demographic_variable": "Income",
      "dependent_variable": "Environmental Consciousness",
      "level": "Medium",
      "significant": "No"
    },
    {
      "beta": 0,
      "demographic_variable": "Income",
      "dependent_variable": "Environmental Consciousness",
      "level": "High",
      "significant": "base_level"
    },
    {
      "beta": 0.1,
      "demographic_variable": "Gender",
      "dependent_variable": "Price Sensitivity",
      "level": "Male",
      "significant": "No"
    },
    {
      "beta": 0,
      "demographic_variable": "Gender",
      "dependent_variable": "Price Sensitivity",
      "level": "Female",
      "significant": "base_level"
    },
    {
      "beta": 1.2,
      "demographic_variable": "Income",
      "dependent_variable": "Price Sensitivity",
      "level": "Low",
      "significant": "Yes"
    },
    {
      "beta": 0.5,
      "demographic_variable": "Income",
      "dependent_variable": "Price Sensitivity",
      "level": "Medium",
      "significant": "Yes"
    },
    {
      "beta": 0,
      "demographic_variable": "Income",
      "dependent_variable": "Price Sensitivity",
      "level": "High",
      "significant": "base_level"
    }
  ],
  "respondent_instruction": "Please choose the product you would most likely purchase based on the attributes provided",
  "target_behaviour": "Purchase of eco-friendly products"
}