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Manual double entry of study data: potential to avoid 4 errors per 1000 entries

This study of 6,730 manually double-entered questionnaires reveals that the process prevents approximately four errors per 1,000 entries, with error rates significantly higher in complex questions and among less experienced data entry clerks.

Original authors: Kastytis Šmigelskas, Monika Žemaitaitytė, Jūratė Koreivaitė, Vladas Golambiauskas

Published 2026-10-21
📖 1 min read☕ Coffee break read

Original authors: Kastytis Šmigelskas, Monika Žemaitaitytė, Jūratė Koreivaitė, Vladas Golambiauskas

Original paper licensed under CC BY 4.0 (https://creativecommons.org/licenses/by/4.0/). ✨ This is an AI-generated explanation of the paper below. It is not written or endorsed by the authors. For technical accuracy, refer to the original paper. Read full disclaimer

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