A comparative analysis reveals irreproducibility in searches of scientific literature
G. Pozsgai, G. Lovei, L. Vasseur, G. Gurr, P. Batary, J. Korponai, N. A. Littlewood, J. Liu, A. Mora, J. Obrycki, O. Reynolds, J. A. Stockan, H. VanVolkenburg, J. Zhang, W. Zhou, M. You
Abstract
Repeatability is the cornerstone of science and it is particularly important for systematic reviews. However, little is known on how database and search engine choices influence replicability. Here, we present a comparative analysis of time-synchronized searches at different locations in the world, revealing a large variation among the hits obtained within each of the several search terms using different search engines. We found that PubMed and Scopus returned geographically consistent results to identical search strings, Google Scholar and Web of Science varied substantially both in the number of returned hits and in the list of individual articles depending on the search location and computing environment. To maintain scientific integrity and consistency, especially in systematic reviews, action is needed from both the scientific community and scientific search platforms to increase search consistency. Researchers are encouraged to report the search location, and database providers should make search algorithms transparent and revise access rules to titles behind paywalls.View Full Text
02 /Specification & Classification
Click any tag to browse matching papers- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Methodological Issues with Search in MEDLINE: A Longitudinal Query Analysis
Christopher Sean Burns, Tyler Nix, … Jeffrey T. Huber·bioRxiv·May 22, 2020
- Rigor and Transparency Index, a new metric of quality for assessing biological and medical science methods.
J. Menke, M. Roelandse, … A. E. Bandrowski·bioRxiv·Jan 15, 2020
- Science with no fiction: measuring the veracity of scientific reports by citation analysis
Peter Grabitz, Yuri Lazebnik, … Sean Rife·bioRxiv·Aug 9, 2017
- Transparent and Reproducible Research Practices in the Surgical Literature
T. Hughes, A. Niemann, … M. Vassar·bioRxiv·Oct 7, 2019
- Assessment of transparency indicators across the biomedical literature: how open is open?
S. Serghiou, D. G. Contopoulos-Ioannidis, … J. P. A. Ioannidis·bioRxiv·Oct 30, 2020
- ScrapPaper: A web scrapping method to extract journal information from PubMed and Google Scholar search result using Python.
Mohd Rifqi Rafsanjani·bioRxiv·Mar 8, 2022