Potential Abstract:
In the field of education research, the incorporation of adaptive variables has gained momentum as a means to personalize learning experiences and improve educational outcomes. However, the integration of these variables into traditional research methods can be challenging, particularly when aiming to maintain methodological conservatism. This study explores the use of GitHub, a collaborative platform for software development, as a tool to streamline the incorporation of adaptive variables into research protocols while upholding methodological rigor. By leveraging GitHub’s version control and collaborative features, researchers can effectively manage and track changes to their study design, data analysis procedures, and interpretation of results. This not only enhances transparency and reproducibility but also facilitates the iterative refinement of research protocols based on real-time feedback and data insights. Through a series of case studies and practical examples, this article demonstrates how GitHub can serve as a valuable resource for researchers seeking to balance innovation with methodological conservatism in the context of educational research. By embracing technology in this manner, researchers can enhance the efficiency and quality of their research processes, ultimately advancing the field of education through evidence-based practices.
Potential References:
- How do you propose your code changes? Empirical analysis of affect metrics of pull requests on github
- Air Quality, High-Skilled Worker Productivity and Adaptation: Evidence from GitHub
- Fast knot optimization for multivariate adaptive regression splines using hill climbing methods
- ADOpy: a python package for adaptive design optimization
- The impact of continuous integration on other software development practices: a large-scale empirical study
