Qualitative researchers face ongoing challenges in consistently identifying and addressing potential ambiguity in collaborative data annotation processes. Annotiva can help.

Swara is a web-based/mobile self-completion survey software/application that utilizes voice user interface technology.

GailBot is an automated dialogue transcription tool that uses machine learning and heuristics to annotate essential paralinguistic details of talk such as overlaps, sound stretches, speed changes, and timed silences.

This must-read article in The Scholarly Kitchen caught my attention: “Who Is Going to Make Money from Artificial Intelligence in Scholarly Communications?” See this thought-provoking interview with the author, Joseph Esposito.

How do we understand and interpret visual or video data? See these open-access articles for ideas and examples.

Find a collection of open-access articles about analyzing and interpreting photos generated by participants using photovoice mmethods.

How do you analyze data in photovoice studies? Jean M. Breny, Shannon L. McMorrow offer an introduction.

The baby crying next door. Chaotic street life that permeates the apartment. Music. The tone of voices in the interview recording. Whether intentional or not, sometimes important data can be heard. How do we analyze and interpret aural data? These open-access articles offer some examples.

Learn about photovoice in this interview with Jean Breny, and Shannon McMorrow.

Tips on grading and marking to make it relevant and useful for students’ future research.

Tips on assessing a course to make it relevant and useful for students’ future research.

Have you seen Dr. Gorard use card tricks to teach research methods? Watch this video!

Whether you call it ‘content analysis’, ‘textual data labeling’, ‘hand-coding’, or ‘tagging’, a lot more researchers and data science teams are starting up annotation projects these days. Learn how to avoid potential pitfalls.

Don’t have funds for data analysis software? Use Excel! Learn how in this interview with Charlotte Brookfield.

What does it all mean? Analysis and interpretation of data are difficult practices to learn. These open-access articles from SAGE journals offer practical how-to steps for new researchers.

Learn what to do when you are faced with next steps after coding qualitative data.

Listen to Dr. Stephen Gorard discuss his no-nonsense approach to statistics.

How do you ensure that your analytic strategy fits the qualitative methodology and methods selected for the study? Watch this recorded presentation and learn from the explanations offered by Dr. Linda Bloomberg and Dr. Janet Boberg.

Qualitative data analysis can only get you so far - then you need to make sense of what you have found. Find open-access examples and guidance in this curated collection of articles.

Some of us feel that technology is everywhere, but that is not the case for everyone. Inequalities persist. What do these disparities mean for researchers?