II.
Workflow JSON
Structured · liveworkflow:survey-methodology-review
Survey Methodology Review json
Inspect the normalized record payload exactly as the atlas UI reads it.
{
"id": "workflow:survey-methodology-review",
"_kind": "Workflow",
"_file": "workflows/workflows/workflows-arts-social.yaml",
"_cluster": "workflows",
"attributes": {
"displayName": "Survey Methodology Review",
"workflowKind": "governance",
"triggerType": "event-driven",
"typicalCadence": "per-study",
"complexity": "cross-team",
"description": "Reviews survey instrument design and methodology before field\ndeployment -- evaluating question wording for bias and ambiguity,\nvalidating sampling strategy against target population, reviewing\nskip-logic and branching correctness, assessing response-scale\nappropriateness, checking IRB/ethics compliance, piloting with\ncognitive interviews, and estimating statistical power for planned\nanalyses. Produces methodology review report and approved survey\ninstrument. Excludes data collection execution and analysis.\n"
},
"outgoingEdges": [
{
"from": "workflow:survey-methodology-review",
"to": "role:data-scientist",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "role:planner",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "role:technical-writer",
"kind": "involves_role",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "skill-area:python-data-pipelines",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "skill-area:data-quality",
"kind": "requires_skill_area",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "domain:social-sciences",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "domain:knowledge-management",
"kind": "applies_to_domain",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "responsibility:data-quality-monitoring",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "responsibility:write-user-docs",
"kind": "triggers_responsibility",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "org-unit:analytics-team",
"kind": "performed_by_org_unit",
"attributes": {}
},
{
"from": "workflow:survey-methodology-review",
"to": "org-unit:product-team",
"kind": "performed_by_org_unit",
"attributes": {}
}
],
"incomingEdges": [
{
"from": "stack-profile:survey-forms-platform",
"to": "workflow:survey-methodology-review",
"kind": "follows_workflow"
}
]
}