{
  "id": "workflow:digital-assessment-integrity-audit",
  "_kind": "Workflow",
  "_file": "workflows/workflows/workflows-thin-domains-fill.yaml",
  "_cluster": "workflows",
  "attributes": {
    "displayName": "Digital Assessment Integrity Audit",
    "workflowKind": "governance",
    "triggerType": "scheduled",
    "typicalCadence": "semi-annually",
    "complexity": "cross-team",
    "description": "Audits the integrity and fairness of digital assessment platforms --\nreviewing proctoring system effectiveness against known circumvention\ntechniques, analyzing item exposure rates and test security breach\nindicators, evaluating adaptive testing algorithm fairness across\ndemographic subgroups using DIF (Differential Item Functioning)\nanalysis, auditing score computation and grade boundary accuracy,\nverifying accommodation delivery for students with disabilities,\nassessing data privacy compliance for biometric proctoring data, and\nreviewing question bank refresh cadence against item exposure\nthresholds. Produces assessment integrity scorecard, item security\nrisk report, and fairness analysis summary. Excludes test content\nauthoring.\n"
  },
  "outgoingEdges": [
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "role:data-scientist",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "role:security-reviewer",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "role:planner",
      "kind": "involves_role",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "skill-area:data-quality",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "skill-area:data-governance",
      "kind": "requires_skill_area",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "domain:edtech",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "domain:education",
      "kind": "applies_to_domain",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "responsibility:security-review",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "responsibility:data-quality-monitoring",
      "kind": "triggers_responsibility",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "org-unit:quality-engineering",
      "kind": "performed_by_org_unit",
      "attributes": {}
    },
    {
      "from": "workflow:digital-assessment-integrity-audit",
      "to": "org-unit:compliance-team",
      "kind": "performed_by_org_unit",
      "attributes": {}
    }
  ],
  "incomingEdges": [
    {
      "from": "stack-profile:online-exam-assessment",
      "to": "workflow:digital-assessment-integrity-audit",
      "kind": "follows_workflow"
    }
  ]
}