How does this skill help with case selection?

It provides a framework for selecting countries based on theoretical variation (like regime type or institutional structure) rather than convenience, helping researchers make falsifiable predictions.

Does it support power analysis for multi-country studies?

Yes, it guides researchers through conducting power analyses separately for each country to ensure that sub-group effects and AMCEs are statistically detectable.

What is conceptual equivalence in cross-national design?

It is the process of ensuring survey questions carry the same conceptual weight and meaning across different languages and cultures, rather than relying on literal translation.

Can this skill be used for immigration research?

Specifically, yes. it includes instructions for calibrating origin-country stimuli and managing attributes in immigration conjoint studies to maintain ecological validity.

Cross-National Comparative Research Designer

Name: Cross-National Comparative Research Designer
Author: scdenney

byscdenney

•

Ciencia de Datos y ML

Guides the design and execution of cross-national comparative survey experiments using social science best practices and methodological standards.

This skill provides a comprehensive framework for social scientists and researchers to architect robust multi-country studies. It facilitates systematic case selection based on theoretical variation, guides instrument localization through conceptual equivalence rather than literal translation, and manages complex per-country power analyses. By integrating protocols like TRAPD and APSA reporting standards, it ensures that experimental stimuli maintain ecological validity across diverse political and institutional contexts while offering structured analytical strategies for both pooled and country-specific data.

Características Principales

01Ecological validity auditing for country-specific stimuli

02Per-country power analysis and Type I/II error management

03Theoretical case selection logic and justification frameworks

04Pooled and per-country analytical strategy planning

05Instrument localization using conceptual equivalence and TRAPD protocols

0615 GitHub stars

Casos de Uso

01Localizing survey instruments for conceptual equivalence across diverse linguistic and institutional contexts

02Designing multi-country immigration conjoint experiments with calibrated origin-country stimuli

03Drafting pre-analysis plans (PAP) with per-country tiers and specific estimand specifications

Características Principales

01Ecological validity auditing for country-specific stimuli

02Per-country power analysis and Type I/II error management

03Theoretical case selection logic and justification frameworks

04Pooled and per-country analytical strategy planning

05Instrument localization using conceptual equivalence and TRAPD protocols

0615 GitHub stars

Casos de Uso

01Localizing survey instruments for conceptual equivalence across diverse linguistic and institutional contexts

02Designing multi-country immigration conjoint experiments with calibrated origin-country stimuli

03Drafting pre-analysis plans (PAP) with per-country tiers and specific estimand specifications