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Agentic AI Atlas · Survey Methodology Review
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Survey Methodology Review overview

Reviews survey instrument design and methodology before field deployment -- evaluating question wording for bias and ambiguity, validating sampling strategy against target population, reviewing skip-logic and branching correctness, assessing response-scale appropriateness, checking IRB/ethics compliance, piloting with cognitive interviews, and estimating statistical power for planned analyses. Produces methodology review report and approved survey instrument. Excludes data collection execution and analysis.

WorkflowOutgoing · 11Incoming · 1

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 deployment -- evaluating question wording for bias and ambiguity, validating sampling strategy against target population, reviewing skip-logic and branching correctness, assessing response-scale appropriateness, checking IRB/ethics compliance, piloting with cognitive interviews, and estimating statistical power for planned analyses. Produces methodology review report and approved survey instrument. Excludes data collection execution and analysis.

Outgoing edges

applies_to_domain2
  • domain:social-sciences·DomainSocial Sciences
  • domain:knowledge-management·DomainKnowledge Management
involves_role3
  • role:data-scientist·RoleData Scientist
  • role:planner·RolePlanner
  • role:technical-writer·RoleTechnical Writer
performed_by_org_unit2
  • org-unit:analytics-team·OrgUnitAnalytics Team
  • org-unit:product-team·OrgUnitProduct Team
requires_skill_area2
  • skill-area:python-data-pipelines·SkillAreaPython Data Pipelines
  • skill-area:data-quality·SkillAreaData Quality
triggers_responsibility2
  • responsibility:data-quality-monitoring·ResponsibilityData quality monitoring
  • responsibility:write-user-docs·ResponsibilityWrite end-user documentation

Incoming edges

follows_workflow1
  • stack-profile:survey-forms-platform·StackProfileSurvey / Forms Platform (React, FastAPI, PostgreSQL, Redis, S3, TypeScript)

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