Related Experiment Video
Updated: Sep 12, 2026

Comparing Bibliometric Analysis Using PubMed, Scopus, and Web of Science Databases
Published on: October 24, 2019
deduplicate.it: A Simple Open-Source Tool to Remove Duplicates From Literature Searches
David Purkarthofer1,2, Sebastian Labenbacher1,3, Helmar Bornemann-Cimenti3
1Department of Anesthesia and Intensive Care, IRCCS San Raffaele Scientific Institute, Milan, Italy.
Abstract:
Systematic reviews and meta-analyses aim to comprehensively identify, summarize and appraise literature. Record identification is performed within multiple databases with important overlap. Deduplication is therefore an important, time-consuming step often underreported or described only briefly. Unique identifiers like the digital object identifier (DOI®) provide a practical basis to identify and remove unambiguous duplicates, but require careful handling of missing, inconsistently formatted, or non-unique DOIs. We created a simple tool that removes duplicates based on normalized DOIs and titles, and make it available as a free-to-use web application hosted on deduplicate.it. It is designed for ease of use, while maintaining high transparency by utilizing a human-readable, simple algorithm and outputting exclusion files and a PRISMA-style flowchart alongside the deduplicated output. In a validation set of five reviews in medicine, education and social welfare, deduplicate.it was able to identify around 80% of duplicates and reduce the time dedicated to deduplication accordingly.
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