Signed integers use one bit to represent the sign of the number, allowing them to store both positive and negative values, while unsigned integers only store non-negative values, offering a larger positive range with the same number of bits. Understanding the distinction between signed and unsigned integers is crucial in computer programming and data management to prevent overflow errors and unexpected results.