The common difference is the constant amount that each term in an arithmetic sequence differs from the previous term, serving as a fundamental parameter that defines the sequence's linear progression. Understanding the common difference allows for the prediction and calculation of any term in the sequence using its position, facilitating the exploration of linear patterns in mathematics.