AI in qualitative research: Using large language models to code survey responses in native languages
By Tushar Singh and Himangshu Kumar July 10, 2025 Food systems research—and more generally, policy and development research—often relies on structured surveys, administrative data, or experiments. While these approaches yield valuable quantitative insights, they tend to miss critical qualitative dimensions. One useful qualitative approach is open-ended interview questions. When such responses are collected in participants’ native languages, they can provide rich and