Teaching data analysis in R through the lens of reproducibility

We have been using R Markdown in introductory statistics courses atDuke University and Smith College since Fall 2012 (large, non-calc based intro course at Duke and intro course with calc precalc + regression course at Smith). At both institutions the students typically have no programming background. R Markdown is used for weekly data analysis labs as well as individual and team based data analysis projects.