This document provides guidance on selecting and constructing data collection instruments for evaluations. It discusses various data collection strategies and characteristics of good measures. Both quantitative and qualitative approaches are covered. A number of specific tools for collecting data are also described, including structured and semi-structured surveys, interviews, focus groups, observation, diaries/journals, expert judgment, and the Delphi technique. Guidelines are provided for effectively implementing each of these tools.