{
  "report_id":"118-staff-timekeeping","version":"1.1","status":"validated","period":"2025-01-01/2025-12-31",
  "sample":{"centers_with_valid_shifts":185,"valid_shifts":50229,"primary_centers_min_50_shifts":138,"primary_shifts":49367},
  "center_balanced_benchmarks":{"median_shift_duration_minutes":248.5,"p25_shift_duration_minutes":191.0,"p75_shift_duration_minutes":318.9,"median_staff_per_day":1.0,"median_shifts_per_day":2.0,"median_daily_coverage_minutes":466.5},
  "duration_mix_equal_center":[
    {"band":"Menos de 2 h","share_pct":11.27},{"band":"2–4 h","share_pct":30.67},{"band":"4–6 h","share_pct":32.89},{"band":"6–8 h","share_pct":17.37},{"band":"8–10 h","share_pct":6.03},{"band":"10–12 h","share_pct":0.94},{"band":"12 h o más","share_pct":0.84}],
  "start_mix_equal_center":[
    {"band":"Antes de las 6","share_pct":0.89},{"band":"6–7","share_pct":24.22},{"band":"8–9","share_pct":15.65},{"band":"10–11","share_pct":4.62},{"band":"12–14","share_pct":11.06},{"band":"15–17","share_pct":35.03},{"band":"18–20","share_pct":8.35},{"band":"21 o después","share_pct":0.18}],
  "sensitivity":[{"minimum_shifts":30,"centers":149,"median_duration_minutes":248.0},{"minimum_shifts":50,"centers":138,"median_duration_minutes":248.5},{"minimum_shifts":100,"centers":112,"median_duration_minutes":246.0}],
  "timekeeping_completeness": {
    "article_id": "153-timekeeping-completeness",
    "status": "validated",
    "minimum_current_records": 50,
    "centers": 152,
    "current_records": 58822,
    "completed_records": 52800,
    "records_without_exit": 6022,
    "raw_completion_pct": 89.76,
    "median_center_completion_pct": 90.16,
    "median_center_without_exit_pct": 9.84,
    "p25_center_completion_pct": 83.67,
    "p75_center_completion_pct": 94.25,
    "centers_under_90_completion": 75,
    "centers_under_90_completion_pct": 49.34,
    "centers_with_all_completed": 3,
    "centers_with_all_completed_pct": 1.97,
    "distribution": [
      {"band": "Menos del 75 %", "centers": 18, "share_pct": 11.84},
      {"band": "75–90 %", "centers": 57, "share_pct": 37.50},
      {"band": "90–95 %", "centers": 44, "share_pct": 28.95},
      {"band": "95–99,99 %", "centers": 30, "share_pct": 19.74},
      {"band": "100 %", "centers": 3, "share_pct": 1.97}
    ],
    "sensitivity": [
      {"minimum_records": 30, "centers": 157, "median_completion_pct": 90.08, "centers_under_90_pct": 49.68},
      {"minimum_records": 50, "centers": 152, "median_completion_pct": 90.16, "centers_under_90_pct": 49.34},
      {"minimum_records": 100, "centers": 119, "median_completion_pct": 90.76, "centers_under_90_pct": 45.38}
    ],
    "quality": {
      "largest_center_current_record_share_pct": 3.48,
      "center_balanced_primary": true,
      "employee_identifiers_exported": false,
      "exact_times_exported": false,
      "notes_or_rejection_reasons_exported": false
    }
  },
  "quality":{"source_records":62327,"valid_shift_records":50229,"valid_share_pct":80.59,"largest_center_shift_share_pct":3.66,"employee_data_exported":false,"exact_times_exported":false,"wifi_data_exported":false,"notes_exported":false}
}