The inflated t-statistic, may in turn, lead us to incorrectly reject null hypotheses, about population values of the parameters of the regression model more often than we would if the standard errors were correctly estimated.
The enlarged t-statistic might result in the erroneous rejection of null hypotheses about the population parameters of a regression model more frequently than anticipated if standard errors were accurately computed.