Figure 17-5 clearly shows that the impact of education is larger with RE than with OLS. An additional year of education increases wages by 4 percent with the OLS estimates but increases wages by 5.7 percent with the RE estimates (I discuss the interpretation of coefficients with the
log-linear specification in Chapter 8). Consequently, the OLS results underestimate the impact of education by ignoring serial correlation in the error term.