II.
Workflow overview
Reference · liveworkflow:survey-methodology-review
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.
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)