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9.401

Tools for Robust Science

3-0-9 units · Graduate

New tools are being developed to improve credibility, facilitate collaboration, accelerate scientific discovery, and expedite translation of results. Students (i) identify obstacles to conducting robust cognitive and neuroscientific research, (ii) practice using current cutting-edge tools designed to overcome these obstacles by improving scientific practices and incentives, and (iii) critically evaluate these tools' potential and limitations. Example tools investigated include shared pre-registration, experimental design, data management plans, meta-data standards, repositories, FAIR code, open-source data processing pipelines, alternatives to scientific paper formats, alternative publishing agreements, citation audits, reformulated incentives for hiring and promotion, and more.

Fall 2022

This course offers a comprehensive exploration of cutting-edge tools and techniques designed to revitalize and enhance scientific practices in the cognitive and neuro-sciences. Students will identify obstacles to conducting robust scientific research, practice using tools meant to overcome these obstacles, and critically evaluate these tools’ potential and limitations.

Prerequisites & course information

Prereq: None G (Spring) 3-0-9 units

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