The application of statistical controls using longitudinal data systems often provide meaningful information regarding program impacts even without random assignment. (educationnext.org)
Higher engagement in spring predicted higher end of year objective achievement test scores after statistical control of prior year test scores. (link.springer.com)
When should we believe program impacts based on statistical controls in the absence of a randomized trial? (gse.harvard.edu)