LLM Applications for Survey Data

Leah von der Heyde

doi:10.5281/zenodo.21274858

July 9, 2026Open Access

LLM Applications for Survey Data

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Key Points

The aim is to explore various applications of LLMs in survey research and identify common errors and quality assessment methods.
Introduced use cases for LLMs in survey research
Discussed design-induced errors and quality assessment
Presented best practices for using LLMs
Identified specific applications of LLMs in enhancing survey research quality
Outlined common errors related to LLM and survey design
Presented best practices for minimizing errors in survey data collection

Implication

Presentation introduces LLM applications in survey research, highlighting errors and best practices.

Abstract

In this presentation, use cases for LLMs in survey research are introduced. The presentation also covers LLM- and design-induced errors and quality assessment and best practices. Presentation available after free registration: https://elearning.gesis.org/course/view.php?id=205#module-7461

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Cite This Study

Leah von der Heyde (2026) studied this question.

synapsesocial.com/papers/6a51df22c18d7f28ca500721 https://doi.org/10.5281/zenodo.21274858

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LLM Applications for Survey Data

Key Points

Implication

Abstract

Discussion

Cite This Study

LLM Applications for Survey Data

Key Points

Implication

Abstract

Discussion

Cite This Study

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