{
  "example_kind": "synthetic editorial worksheet; not product data/import",
  "layout": "audit",
  "dataset": {
    "heading": "Inspect the synthetic example",
    "headers": [
      "Invented comment ID",
      "Invented text",
      "Proposed codes"
    ],
    "rows": [
      [
        "C1",
        "Could not open the required tool",
        "Access"
      ],
      [
        "C2",
        "The first-step instruction was unclear",
        "Clarity"
      ],
      [
        "C3",
        "Tool access was missing and the instruction was unclear",
        "Access; clarity"
      ],
      [
        "C4",
        "Nothing blocked the first task",
        "No issue"
      ],
      [
        "C5",
        "The needed permission arrived late",
        "Access"
      ]
    ]
  },
  "derivation": "Access appears in 3 of 5 comments; clarity in 2; no issue in 1. Six assigned theme mentions belong to five comments because C3 has two codes.",
  "result": "Coding note: five comments, six theme mentions and one multi-theme case. Retain the codebook and disagreement notes; do not claim population prevalence.",
  "boundaries": [
    [
      "Observed",
      "Five example comments and proposed codes",
      "Supports a transparent coding demonstration."
    ],
    [
      "Unknown",
      "Prevalence among everyone invited",
      "Do not generalize volunteered comments to all users."
    ],
    [
      "Next check",
      "A second reviewer codes the unchanged sample",
      "Revise unclear code boundaries and retain contrary cases."
    ]
  ],
  "sources": [
    "aapor"
  ],
  "related_existing": [
    "employee-onboarding",
    "team-feedback-action-review"
  ],
  "chart": {
    "unit": "mentions; multiple codes allowed",
    "rows": [
      [
        "Access",
        3
      ],
      [
        "Clarity",
        2
      ],
      [
        "No issue",
        1
      ]
    ]
  },
  "published_next_steps": [
    {
      "slug": "employee-onboarding",
      "title": "Employee onboarding feedback survey"
    }
  ],
  "codebook": {
    "heading": "A codebook another reviewer can use",
    "headers": [
      "Code",
      "Include when",
      "Exclude or leave unresolved"
    ],
    "rows": [
      [
        "Access",
        "A required tool, account or permission was unavailable or late.",
        "Do not assign access from a vague negative comment alone."
      ],
      [
        "Clarity",
        "The person identifies unclear instructions, wording or sequence.",
        "Do not assign clarity only because access was unavailable."
      ],
      [
        "No issue",
        "The person explicitly states no obstacle for the task.",
        "Do not infer no issue from a blank answer."
      ],
      [
        "Unresolved",
        "The comment is too vague to distinguish a cause.",
        "Keep the uncertainty; seek optional clarification without forcing an issue code."
      ]
    ]
  },
  "method_references": [
    {
      "id": "aapor",
      "title": "AAPOR survey best practices",
      "url": "https://aapor.org/standards-and-ethics/best-practices/",
      "scope": "Pretesting and transparent sample context."
    }
  ]
}