Evidence of Open Access of scientific publications in Google Scholar: a large-scale analysis
Alberto Mart\'in-Mart\'in, Rodrigo Costas, Thed van Leeuwen, Emilio, Delgado L\'opez-C\'ozar

TL;DR
This large-scale study analyzes open access levels of scientific publications across countries and fields using Google Scholar data, distinguishing reliable from less reliable access sources.
Contribution
It provides a comprehensive, methodologically consistent analysis of open access availability across different regions and disciplines using multiple data sources.
Findings
Overall free availability of 54.6% of documents
23.1% are publisher-made OA (Gold, Hybrid, Delayed, Bronze)
17.6% are Green OA
Abstract
This article uses Google Scholar (GS) as a source of data to analyse Open Access (OA) levels across all countries and fields of research. All articles and reviews with a DOI and published in 2009 or 2014 and covered by the three main citation indexes in the Web of Science (2,269,022 documents) were selected for study. The links to freely available versions of these documents displayed in GS were collected. To differentiate between more reliable (sustainable and legal) forms of access and less reliable ones, the data extracted from GS was combined with information available in DOAJ, CrossRef, OpenDOAR, and ROAR. This allowed us to distinguish the percentage of documents in our sample that are made OA by the publisher (23.1%, including Gold, Hybrid, Delayed, and Bronze OA) from those available as Green OA (17.6%), and those available from other sources (40.6%, mainly due to ResearchGate).…
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