{
  "sframe_format": "1.0",
  "hash": {
    "algo": "sha256",
    "value": "fad77a72dfd342f7b0ec677317d86fbb01943b965cdc11c418a96eee6001b019"
  },
  "version": "1.0.0",
  "meta": {
    "title": "What goes with getting value from the event?",
    "version": "1.0.0",
    "description": "Correlation, a partial correlation, and a regression on the same data.",
    "authors": null,
    "languages": "en",
    "validated": true,
    "created_at": "2026-08-28T10:20:47Z"
  },
  "items": [
    {
      "id": "sessions_attended",
      "label": "How many sessions did you attend?",
      "type": "numeric",
      "required": true,
      "reverse": false
    },
    {
      "id": "networking_minutes",
      "label": "Roughly how many minutes did you spend networking?",
      "type": "slider",
      "required": false,
      "reverse": false,
      "slider_min": 0,
      "slider_max": 240,
      "slider_step": 5
    },
    {
      "id": "overall_value",
      "label": "Overall, how much value did you get? (0 to 100)",
      "type": "slider",
      "required": false,
      "reverse": false,
      "slider_min": 0,
      "slider_max": 100,
      "slider_step": 1
    },
    {
      "id": "age",
      "label": "How old are you?",
      "type": "numeric",
      "required": false,
      "reverse": false
    }
  ],
  "choices": [],
  "scales": [],
  "branching": [],
  "checks": [],
  "analysis_plan": [
    {
      "id": "RQ1",
      "research_question": "Do sessions attended and perceived value go together?",
      "family": "correlation",
      "method": "correlation_pearson",
      "roles": {
        "x": "sessions_attended",
        "y": "overall_value"
      },
      "options": [],
      "decision_rule": "",
      "reporting_references": [],
      "status": "draft",
      "requires_data": true,
      "test": "correlation_pearson",
      "interpretation": "",
      "citations": []
    },
    {
      "id": "RQ2",
      "research_question": "The same question on ranks.",
      "family": "correlation",
      "method": "correlation_spearman",
      "roles": {
        "x": "sessions_attended",
        "y": "overall_value"
      },
      "options": [],
      "decision_rule": "",
      "reporting_references": [],
      "status": "draft",
      "requires_data": true,
      "test": "correlation_spearman",
      "interpretation": "",
      "citations": []
    },
    {
      "id": "RQ3",
      "research_question": "And with Kendall's tau.",
      "family": "correlation",
      "method": "correlation_kendall",
      "roles": {
        "x": "sessions_attended",
        "y": "overall_value"
      },
      "options": [],
      "decision_rule": "",
      "reporting_references": [],
      "status": "draft",
      "requires_data": true,
      "test": "correlation_kendall",
      "interpretation": "",
      "citations": []
    },
    {
      "id": "RQ4",
      "research_question": "Does the relationship hold once age is held constant?",
      "family": "correlation",
      "method": "partial_correlation",
      "roles": {
        "x": "sessions_attended",
        "y": "overall_value",
        "controls": "age"
      },
      "options": [],
      "decision_rule": "",
      "reporting_references": [],
      "status": "draft",
      "requires_data": true,
      "test": "partial_correlation",
      "interpretation": "",
      "citations": []
    },
    {
      "id": "RQ5",
      "research_question": "How much value do sessions and networking together explain?",
      "family": "regression",
      "method": "regression_linear",
      "roles": {
        "predictors": [
          "sessions_attended",
          "networking_minutes"
        ],
        "dependent": "overall_value"
      },
      "options": [],
      "decision_rule": "",
      "reporting_references": [],
      "status": "draft",
      "requires_data": true,
      "test": "regression_linear",
      "interpretation": "",
      "citations": []
    }
  ],
  "models": [],
  "render": []
}
