Methodological tutorial demonstrates workflow design and evaluation metrics for large language models in open-ended survey coding, highlighting best practices for automated text analysis.
In this presentation, purposes and approaches of coding open-ends, workflow and design decisions when using LLMs, and evaluation dimensions, metrics, and benchmarks are introduced. This presentation is the seventh part of a set of presentations on the topic of "Tools and Workflows". Presentation available after free registration on the GESIS Training platform and enrolment in the Individual Training Program: https://elearning.gesis.org/course/view.php?id=157 The presentation can be found via: https://elearning.gesis.org/course/view.php?id=205#module-7928
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Leah von der Heyde (2026) studied this question.
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