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Agentic AI Atlas · social-sciences/empirical-study-lifecycle-workflow
lib-process:social-sciences--empirical-study-lifecycle-workflowa5c.ai
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lib-process:social-sciences--empirical-study-lifecycle-workflow

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social-sciences/empirical-study-lifecycle-workflow overview

End-to-end empirical social-science study lifecycle: research question and construct definition -> ctx-driven design-family selection (experimental | quasi-experimental | mixed-methods) -> parallel instrument development and validation -> adversarial design-integrity gate -> pre-registration authoring and policy-gated registry submission (the LOCK) -> ethics/IRB review with a bounded revise-and-resubmit loop that FAILS at the cap -> policy-gated participant recruitment -> parallel data-collection waves -> parallel analysis execution against the registered specifications -> pre-registration adherence check with a policy-gated amendment breakpoint -> adversarial methodological-integrity gate whose critics RE-RUN the analysis checks and EXECUTE a registered-plan-vs-analysis-run diff -> program evaluation and policy-impact assessment -> participant-data disclosure control -> policy brief and manuscript -> policy-gated publication -> deterministic kip capture (kind `empirical-study`).

LibraryProcessOutgoing · 20Incoming · 0

Attributes

displayName
social-sciences/empirical-study-lifecycle-workflow
description
End-to-end empirical social-science study lifecycle: research question and construct definition -> ctx-driven design-family selection (experimental | quasi-experimental | mixed-methods) -> parallel instrument development and validation -> adversarial design-integrity gate -> pre-registration authoring and policy-gated registry submission (the LOCK) -> ethics/IRB review with a bounded revise-and-resubmit loop that FAILS at the cap -> policy-gated participant recruitment -> parallel data-collection waves -> parallel analysis execution against the registered specifications -> pre-registration adherence check with a policy-gated amendment breakpoint -> adversarial methodological-integrity gate whose critics RE-RUN the analysis checks and EXECUTE a registered-plan-vs-analysis-run diff -> program evaluation and policy-impact assessment -> participant-data disclosure control -> policy brief and manuscript -> policy-gated publication -> deterministic kip capture (kind `empirical-study`).
libraryPath
library/specializations/domains/social-sciences-humanities/social-sciences/empirical-study-lifecycle-workflow.js
specialization
social-sciences
example
const result = await orchestrate('social-sciences/empirical-study-lifecycle-workflow', { researchQuestion: 'Does a 12-week peer-mentoring program reduce first-year university attrition?', population: 'first-year undergraduates at a public research university', designFamilyHint: 'quasi-experimental', populations: ['en-US', 'es-MX'], registry: 'OSF', maxIrbRounds: 3 });
usesAgents
  • kip-librarian
  • quantitative-research-methodologist
  • systematic-review
  • causal-inference-methods
  • quantitative-methods
  • psychometric-assessment
  • academic-writing-publication
  • research-ethics-irb
  • research-ethics-coordinator
  • survey-research-director
  • computational-social-scientist
  • causal-inference-analyst
  • program-evaluation
  • policy-research-analyst
  • policy-communication

Outgoing edges

lib_applies_to_domain1
  • domain:social-sciences·DomainSocial Sciences
lib_belongs_to_specialization1
  • specialization:social-sciences·SpecializationSocial Sciences
lib_covers_topic2
  • topic:quality-assurance·TopicQuality Assurance
  • topic:research-ethics
lib_implements_workflow3
  • workflow:research
  • workflow:experiment-design·WorkflowExperiment Design
  • workflow:peer-review-cycle·WorkflowPeer Review Cycle
lib_involves_role3
  • role:principal-investigator
  • role:research-engineer·RoleResearch Engineer
  • role:data-analyst·RoleData Analyst
lib_requires_skill_area4
  • skill-area:statistical-analysis·SkillAreaStatistical Analysis
  • skill-area:data-analysis·SkillAreaData Analysis
  • skill-area:user-research·SkillAreaUser Research
  • skill-area:knowledge-management
uses_agent6
  • lib-agent:social-sciences--quantitative-research-methodologist·LibraryAgentquantitative-research-methodologist
  • lib-agent:social-sciences--research-ethics-coordinator·LibraryAgentresearch-ethics-coordinator
  • lib-agent:social-sciences--survey-research-director·LibraryAgentsurvey-research-director
  • lib-agent:social-sciences--computational-social-scientist·LibraryAgentcomputational-social-scientist
  • lib-agent:social-sciences--causal-inference-analyst·LibraryAgentcausal-inference-analyst
  • lib-agent:social-sciences--policy-research-analyst·LibraryAgentpolicy-research-analyst

Incoming edges

None.

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