The impact of increased academic intensity on transfer rates from community colleges to 4-year institutions has been estimated only from observational data, with the possibility of selection bias. This study uses matching estimators to overcome possible selection bias and estimate the causal impact of increased academic intensity on transfer rates. Using student unit record data from Tennessee for the years 1995 through 2004, I find that taking 12 or more credit hours increases the probability of transfer from between 11% and 15%.