Ten simple rules for implementing open and reproducible research practices after attending a training course

Area of Science:

• Scientific methodology
• Research integrity
• Open science

Background:

• Robust research practices, including reproducibility and replicability, are essential in science.
• Training for these practices is often grassroots and can be overwhelming for early career researchers.
• Participants need guidance to implement new practices within their research teams.

Purpose of the Study:

• To provide ten simple rules for researchers attending training courses on robust research practices.
• To guide participants in implementing these practices within their own research projects.
• To offer strategies for course organizers to support participant implementation.

Main Methods:

• Development of a ten-rule framework for implementing robust research practices.
• Focus on prioritization, planning, gaining support, and managing implementation challenges.
• Strategies for integrating reproducible and open science into research careers.

Main Results:

• A structured approach to implementing new research practices is presented.
• The rules address practical aspects like gaining team buy-in and overcoming obstacles.
• Emphasis is placed on long-term adoption and career development in open science.

Conclusions:

• The ten simple rules provide a practical roadmap for researchers to adopt robust research practices.
• Effective implementation requires planning, support, and addressing challenges.
• Integrating these practices is crucial for scientific integrity and career progression.