SOCbot: Using Large Language Models to Dynamically Measure and Classify Occupations in Surveys
Sociological Methods & Research
Published online on June 29, 2026
Abstract
Sociological Methods & Research, Ahead of Print.
We present the results of a new approach to measuring the occupations of respondents in surveys using Large Language Models (LLMs). In our new approach, which we call SOCbot, an LLM integrated in the questionnaire scripting software is used to code the ...
We present the results of a new approach to measuring the occupations of respondents in surveys using Large Language Models (LLMs). In our new approach, which we call SOCbot, an LLM integrated in the questionnaire scripting software is used to code the ...