The time trends in the sequential series of measurements of the same physical quantity show a general pattern: the normal distribution grossly underestimates the probability of large deviations from the true values; the probability is well described by exponential functions. By analogy with physical measurements, the results indicate that the usual 95% confidence intervals in epidemiology and environmental studies should be expanded to account for unsuspected systematic errors.