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Tag: KODAQS

The KODAQS Toolbox – Assessing and Mitigating Data Quality Issues – Part 2: Digital Behavioral Data

In the first blog post of the KODAQS Toolbox series, we discussed how data quality issues can affect survey data. Similar challenges arise in digital behavioral data (DBD), though they often manifest differently. Researchers may encounter missing or deleted posts, inconsistent annotation schemes across datasets, or preprocessing decisions – such …

15/04/2026 Dr. Sina Chen

The KODAQS Toolbox – Assessing and Mitigating Data Quality Issues – Part 1: Survey Data

Chances are, you’ve run into this before. Regression results that change depending on how you handle missing values in your dependent variable. A long item battery where many respondents select the same response option all the way through. A set of survey items that do not seem to measure the …

22/12/2025 Fabienne Kraemer

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