The scope attribute is an important accessibility feature for HTML tables, as it explicitly defines whether a <th> element serves as a header for a column (scope="col") or a row (scope="row"). This information is crucial for assistive technologies like screen readers to correctly interpret table data and provide a meaningful experience for users.