This document summarizes research comparing different survey question designs for measuring attribute importance among Hispanic and non-Hispanic consumers. A branched Likert scale that first asks respondents to rate attributes as important/unimportant and then further differentiates those responses yielded results more consistent with direct ranking questions than a traditional 5-point Likert scale. For Hispanics, the traditional scale showed a different ordering of attributes than rankings, but the branched scale maintained the same relationships. For non-Hispanics, both scales were generally consistent with rankings, but the branched scale eliminated potential distortions.