What types of research methodologies does this skill support?

It supports a wide range of approaches including quantitative methods (RCTs, surveys), qualitative methods (phenomenology, grounded theory), and mixed methods (exploratory, convergent).

Is this skill limited to computer science research?

No, it is designed to cover various disciplines including psychology, medicine, sociology, and education, adhering to their specific standards.

Can this skill help with research validity and rigor?

Yes, it provides comprehensive validity assessments to identify potential threats and suggests specific mitigation strategies to ensure academic and scientific rigor.

What information do I need to provide to get started?

You should provide your core research question, the context or target population, and your primary goals (such as generalization or theory-building).

Methodology Design Specialist

Name: Methodology Design Specialist
Author: poemswe

bypoemswe

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データサイエンスとML

Provides PhD-level guidance for selecting, designing, and validating academic and scientific research methodologies.

概要

The Methodology Design skill empowers researchers and developers to architect robust study designs by providing expert guidance on quantitative, qualitative, and mixed-method approaches. It streamlines the research process by classifying questions, recommending specific candidate methodologies with trade-offs, and detailing sampling and data collection strategies. Whether you are conducting a clinical trial, a thematic analysis, or a case study, this skill ensures methodological rigor, identifies potential threats to validity, and assesses project feasibility to meet discipline-specific standards.

主な機能

10 GitHub stars
Detailed study design specification including sampling and data collection
Comparative analysis of candidate research approaches with pros and cons
Feasibility reviews for timeline and resource planning
Classification of research questions into appropriate methodology families
Validity assessment to identify and mitigate research threats

ユースケース

Designing a PhD-level research study or academic thesis
Selecting the right qualitative or quantitative approach for a user experience study
Validating the methodological rigor of a data science or machine learning project

概要

主な機能

10 GitHub stars
Detailed study design specification including sampling and data collection
Comparative analysis of candidate research approaches with pros and cons
Feasibility reviews for timeline and resource planning
Classification of research questions into appropriate methodology families
Validity assessment to identify and mitigate research threats

ユースケース

Designing a PhD-level research study or academic thesis
Selecting the right qualitative or quantitative approach for a user experience study
Validating the methodological rigor of a data science or machine learning project