Some ways Gallup could have modified his quota-sampling design to avoid the error would have been by possibly improving the sampling frame to make it more comprehensive, ensuring that the quote represents the population more accurately. Along with increasing the sample size where with this, Gallup would've had a better chance of capturing the diversity of opinions within the population. These could have helped to potentially avoid the error in predicting the outcome