This document provides guidance on conducting qualitative data analysis. It outlines a step-by-step process including getting to know the data by reading it thoroughly, analyzing the data by identifying substantive statements and themes, and interpreting the findings to prepare a report. Themes can be preset or emergent, and include basic, organizing, and global themes. An example is provided to demonstrate identifying substantive statements and deriving themes from the statements.