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The presentation aims to identify and document data quality issues, along with strategies to ensure valid measurements.

March 21, 2026Open Access

Documentation and Mitigation Strategies for Measurement Slide deck

Key Points

The presentation aims to identify and document data quality issues, along with strategies to ensure valid measurements.
Introduced tools for identifying data quality issues in measurements.
Explored documentation strategies for decision-making in research.
Examined mitigation strategies for maintaining measurement validity.
Discussed approaches for both survey and text data.
Highlighted specific tools for documenting data quality decisions.
Outlined effective mitigation strategies to enhance measurement validity.

Abstract

This presentation introduces tools that enable the identification and documentation of data quality issues in the measurement process. It explores specific tools that researchers can utilize to document these decisions, which may, but do not necessarily, relate to data quality concerns. Additionally, mitigation strategies and steps implemented throughout the research process to ensure measurement validity are examined. The analysis covers tools for both survey and text data. This presentation is the fifth part of a set of presentations on the topic of "Tools and Workflows". Presenation available after free registration: https://elearning.gesis.org/course/section.php?id=1368

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