Agent skill

survey-design-administration

Develop survey instruments, implement sampling strategies, optimize response rates, and manage multi-mode data collection

Stars 514
Forks 31

Install this agent skill to your Project

npx add-skill https://github.com/a5c-ai/babysitter/tree/main/library/specializations/domains/social-sciences-humanities/social-sciences/skills/survey-design-administration

SKILL.md

Survey Design and Administration Skill

Develop survey instruments, implement sampling strategies, and manage data collection for population-based research.

Overview

The Survey Design and Administration skill enables development of survey instruments, implementation of sampling strategies, optimization of response rates, and management of multi-mode data collection for rigorous population-based social science research.

Capabilities

Questionnaire Design

  • Question construction
  • Response scale design
  • Question ordering
  • Skip logic implementation
  • Cognitive testing

Sampling Methods

  • Probability sampling
  • Stratified sampling
  • Cluster sampling
  • Multi-stage sampling
  • Non-probability alternatives

Response Optimization

  • Contact strategies
  • Incentive design
  • Follow-up procedures
  • Non-response analysis
  • Weighting adjustments

Multi-Mode Administration

  • Web survey design
  • Phone survey protocols
  • Mail survey procedures
  • Mixed-mode strategies
  • Mode effect assessment

Quality Control

  • Data cleaning
  • Response validation
  • Item non-response handling
  • Bias assessment
  • Documentation standards

Usage Guidelines

When to Use

  • Collecting population data
  • Measuring attitudes/behaviors
  • Conducting needs assessments
  • Evaluating programs
  • Testing hypotheses

Best Practices

  • Pilot test instruments
  • Document procedures
  • Monitor response rates
  • Address non-response
  • Archive data properly

Integration Points

  • Psychometric Assessment skill
  • Quantitative Methods skill
  • Research Ethics and IRB skill
  • Mixed Methods Integration skill

References

  • Survey Research Design process
  • Survey Administration process
  • Scale Development and Validation process
  • Survey Research Director agent

Expand your agent's capabilities with these related and highly-rated skills.

a5c-ai/babysitter

gsd-tools

Central utility skill for GSD operations. Provides config parsing, slug generation, timestamps, path operations, and orchestrates calls to other specialized skills. Acts as the unified entry point that the original gsd-tools.cjs provided via its lib/ modules (commands, config, core, init).

514 31
Explore
a5c-ai/babysitter

model-profile-resolution

Resolve model profile (quality/balanced/budget) at orchestration start and map agents to specific models. Enables cost/quality tradeoffs by selecting appropriate AI models for each agent role.

514 31
Explore
a5c-ai/babysitter

verification-suite

Plan structure validation, phase completeness checks, reference integrity verification, and artifact existence confirmation. Provides the structured verification layer ensuring GSD artifacts are well-formed and complete.

514 31
Explore
a5c-ai/babysitter

state-management

STATE.md reading, writing, and field-level updates. Provides cross-session state persistence via .planning/STATE.md with structured fields for current task, completed phases, blockers, decisions, and quick tasks.

514 31
Explore
a5c-ai/babysitter

git-integration

Git commit patterns, formats, and conventions for GSD methodology. Provides atomic commits per task, structured commit messages, planning file commits, branch management, and milestone tag operations.

514 31
Explore
a5c-ai/babysitter

frontmatter-parsing

YAML frontmatter parsing and manipulation for .planning/ documents. Provides read, write, update, query, and validation operations on frontmatter blocks in GSD markdown artifacts.

514 31
Explore

Didn't find tool you were looking for?

Be as detailed as possible for better results