Approaches to qualitative data analysis

In this article we describe three common approaches to qualitative data analysis: content analysis, thematic analysis, and grounded theory.
Thematic analysis of qualitative data

This article looks at approaches to thematic analysis.
Analyzing free-text responses

This article covers why we include open-ended questions in surveys, and how we analyze data collected from free-text responses to open ended survey questions.
Types of data & levels of measurement

Explaining four types of data and levels of measurement.
Preparing and cleaning survey data

How to clean and prepare survey data prior to analysis.
Combining data from different sources

The benefits and concerns of combining data from different sources.