What question did this study set out to answer?

This presentation aims to clarify the role of various check items and paradata in survey data analysis.

March 21, 2026Open Access

Survey Data: Check Items [Slide deck]

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This presentation aims to clarify the role of various check items and paradata in survey data analysis.
Overview of check items such as bogus and directed items.
Discussion on the importance of self-report items.
Explanation of paradata and its relevance in surveys.
Increased understanding of how different check items affect data quality.
Insights into the role of paradata in improving survey procedures.

Implication

Presentation highlights check items and paradata in survey data, suggesting improvements for data quality.

Abstract

This presentation covers check items (including bogus items, directed items, self-report items) and paradata. This presentation is the seventh part of a set of presentations on the topic of "Tools and Workflows (Survey Data)". Presentation available after free registration: https://elearning.gesis.org/course/section.php?id=1253#module-3354

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Cite This Study

Knopf et al. (2025) studied this question.

synapsesocial.com/papers/69be37866e48c4981c677366 https://doi.org/10.5281/zenodo.19049578

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Implication

Presentation highlights check items and paradata in survey data, suggesting improvements for data quality.

Survey Data: Check Items [Slide deck]

Key Points

Implication

Abstract

Discussion

Cite This Study

Survey Data: Check Items [Slide deck]

Key Points

Implication

Abstract

Discussion

Cite This Study

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