Badge Overview

Leading Reproducible Research  Leading Reproducible Research

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Leading Reproducible Research

Leading Reproducible Research

Issued by Hood College

Badge Description

The Leading Reproducible Research badge is based on the tenants of the "reproducible research" movement and teaches the fundamentals of experimental design, research ethics and communication to foster the ability to coordinate multifaceted research collaborations between scientists with backgrounds in biology, computer science and biostatistics. Using examples from classical literature and the concepts extolled by philosophers from around the world, learners explore alternative modes of leadership based on effective communication between individuals from different backgrounds. Key topics related to reproducible scientific computing as well as leadership principles needed to lead interdisciplinary teams are introduced. The five core areas of computational reproducibility are emphasized: literate programming, code version control and sharing, compute environment control, persistent data sharing and documentation. Emphasized leadership principles include communication, scientific ethics, influence, managing up and across, consensus building and fostering resilience.

Skills leadership styles Python Reproducible Computing Version Control Code Packages Scientific Ethics Test Driven Development Workflow Management Systems R

Badge Criteria

This FOUNDATIONAL level badge is equivalent to a 3-credit, master's-level course. A final grade of B or better is required to earn this badge.

1. Identify the principles of reproducible research. 2. Identify sources of error that are endemic to bioinformatics research. 3. Learn best practices of data handling and integration that contribute to robust and reproducible research. 4. Understand the principles of good experimental design. 5. Evaluate and critique published literature. 6. Practice effective written and oral communication skills. 7. Understand the nature and key concepts of leadership. 8. Understand the differences and relationships between leadership and management. 9. Gain a greater appreciation of the importance of ethics in leadership and define what ethical leadership means personally. 10. Define leadership and perform a self-assessment as to where the learner is on their personal leadership continuum.

Aligned Outcomes