Swinsian deduplication9/10/2023 Apple’s iTunes can, for instance, be set to make a copy of every song you play, which results in duplicates on your computer. However, some apps are set to make a copy of the item on which they are dependent. When you play a song, the application may reach into that area of your computer and play the song from there. In this case, one of the prime dependencies is the storehouse of songs on your computer, tablet, phone, or another device. For instance, a music application will need to reference the music on your device in order to play it. Every application has dependencies that it uses, or “depends on,” to function. An application making a copy of a file it uses: This is so the file is more readily available within the application's dependencies.There are a few reasons why this may happen: The need for data deduplication arises when data gets copied in your system. All rights reserved.Data deduplication is the removal of duplicate data in a way that maintains the integrity of the system, as well as the functioning of applications dependent on the data being cleaned. Therefore, Rayyan, Mendeley, and SRA proved to be accurate enough for the systematic reviews' deduplication step.Īccuracy Deduplication Epidemiological research Libraries Nutrition research methodologies Systematic review.Ĭopyright © 2022 Elsevier Inc. PPV was fair for EndNote X9 (0.61 ) and Zotero (0.62 ) and poor for Rayyan (0.41 ).Ĭhoosing the most suitable tool depends on its interface's characteristics, the algorithm to identify and exclude duplicates, and the transparency of the process. Mendeley and SRA had good PPV (0.93 and 0.99, respectively). Negative predictive value ranged from 0.99 to 1.00. Rayyan, Mendeley, and Systematic Review Accelerator (SRA) presented high sensibility (0.98 0.93 and 0.90, respectively), whereas EndNote X9 and Zotero had only fair sensitivity (0.73 and 0.74, respectively). Using manual search as the reference standard, we assessed sensibility, specificity, negative predictive value, and positive predictive value (PPV). Here, we examined the accuracy measures of a set of automated deduplication tools to identify duplicate in the eligibility process of systematic reviews.Ī planned search strategy was carried out on seven electronic databases until May 31, 2021. Federal University of Bahia, Salvador, Bahia, Brazil Centre for Data and Knowledge Integration for Health (CIDACS), Oswaldo Cruz Foundation, Salvador, Bahia, Brazil. 7 Centre for Data and Knowledge Integration for Health (CIDACS), Oswaldo Cruz Foundation, Salvador, Bahia, Brazil.Federal University of Bahia, Salvador, Bahia, Brazil Department of Life Sciences, State University of Bahia, Salvador, Bahia, Brazil. 5 Pos-graduation programme of Collective Health, State University of Feira de Santana, Feira de Santana, Bahia, Brazil. Federal University of Bahia, Salvador, Bahia, Brazil. 3 Centre for Data and Knowledge Integration for Health (CIDACS), Oswaldo Cruz Foundation, Salvador, Bahia, Brazil Department of Nutrition, School of Nutrition, Federal University of Bahia, Salvador, Bahia, Brazil.Electronic address: 2 Centre for Data and Knowledge Integration for Health (CIDACS), Oswaldo Cruz Foundation, Salvador, Bahia, Brazil The Ubuntu Center on Racism, Global Movements, and Population Health Equity, Dornsife School of Public Health, Drexel University, Philadelphia, PA, USA.
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