Point of View: How open science helps researchers succeed
Figures

Open access articles get more citations.
The relative citation rate (OA: non-OA) in 19 fields of research. This rate is defined as the mean citation rate of OA articles divided by the mean citation rate of non-OA articles. Multiple points for the same discipline indicate different estimates from the same study, or estimates from several studies. References by discipline: Agricultural studies (Kousha and Abdoli, 2010); Physics/astronomy (Gentil-Beccot et al., 2010; Harnad and Brody, 2004; Metcalfe, 2006); Medicine (Sahu et al., 2005; Xu et al., 2011); Computer science (Lawrence, 2001); Sociology/social sciences (Hajjem et al., 2006; Norris et al., 2008; Xu et al., 2011); Psychology (Hajjem et al., 2006); Political science (Hajjem et al., 2006; Antelman, 2004; Atchison and Bull, 2015); Management (Hajjem et al., 2006); Law (Donovan et al., 2015; Hajjem et al., 2006); Economics (Hajjem et al., 2006; McCabe and Snyder, 2015; Norris et al., 2008; Wohlrabe, 2014); Mathematics (Antelman, 2004; Davis and Fromerth, 2007; Norris et al., 2008); Health (Hajjem et al., 2006); Engineering (Antelman, 2004; Koler-Povh et al., 2014); Philosophy (Antelman, 2004); Education (Hajjem et al., 2006; Zawacki-Richter et al., 2010); Business (Hajjem et al., 2006; McCabe and Snyder, 2015); Communication studies (Zhang, 2006); Ecology (McCabe and Snyder, 2014; Norris et al., 2008); Biology (Frandsen, 2009b; Hajjem et al., 2006; McCabe and Snyder, 2014).

Increase in open access policies.
The number of open access policies registered in ROARMAP (roarmap.eprints.org) has increased over the last decade. Data are broken down by type of organization: research organization (e.g., a university or research institution); funder; subunit of research organization (e.g. a library within a university); funder and research organization; multiple research organizations (e.g., an organization with multiple research centers, such as Max Planck Society). Figure used with permission from Stevan Harnad.
Tables
Preprint servers and general repositories accepting preprints.
Preprint server or repository* | Subject areas | Repository open source? | Public API? | Can leave feedback?† | Third party persistent ID? |
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arXiv arxiv.org | physics, mathematics, computer science, quantitative biology, quantitative finance, statistics | No | Yes | No | No‡ |
bioRxiv biorxiv.org | biology, life sciences | No | No | Yes | Yes (DOI) |
CERN document server cds.cern.ch | high-energy physics | Yes (GPL) | Yes | No | No |
Cogprints cogprints.org | psychology, neuroscience, linguistics, computer science, philosophy, biology | No | Yes | No | No |
EconStor econstor.eu | economics | No | Yes | No | Yes (Handle) |
e-LiS eprints.rclis.org | library and information sciences | No§ | Yes | No | Yes (Handle) |
figshare figshare.com | general repository for all disciplines | No | Yes | Yes | Yes (DOI) |
Munich Personal RePEc Archive mpra.ub.uni-muenchen.de | economics | No¶ | Yes | No | No |
Open Science Framework osf.io | general repository for all disciplines | Yes (Apache 2) | Yes | Yes | Yes (DOI/ARK) |
PeerJ Preprints peerj.com/archives-preprints | biological, life, medical, and computer sciences | No | Yes | Yes | Yes (DOI) |
PhilSci Archive philsci-archive.pitt.edu | philosophy of science | No** | Yes | No | No |
Self-Journal of Science www.sjscience.org | general repository for all disciplines | No | No | Yes | No |
Social Science Research Network ssrn.com | social sciences and humanities | No | No | Yes | Yes (DOI) |
The Winnower thewinnower.com | general repository for all disciplines | No | No | Yes | Yes (DOI)†† |
Zenodo zenodo.org | general repository for all disciplines | Yes (GPLv2) | Yes | No | Yes (DOI) |
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* All these servers and repositories are indexed by Google Scholar.
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† Most, if not all, of those marked ’Yes’ require some type of login or registration to leave comments.
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‡ arXiv provides internally managed persistent identifiers.
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§ e-LiS is built on open source software (EPrints), but the repository itself, including modifications to the code, plugins, etc. is not open source.
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¶ MPRA is built on open source software (EPrints), but the repository itself, including modifications to the code, plugins, etc. is not open source.
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** PhilSci Archive is built on open source software (EPrints), but the repository itself, including modifications to the code, plugins, etc. is not open source.
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†† The Winnower charges a $25 fee to assign a DOI.
Special funding opportunities for open research, training, and advocacy.
Funding | Description | URL |
---|---|---|
Shuttleworth Foundation Fellowship Program | funding for researchers working openly on diverse problems | shuttleworthfoundation.org/fellows/ |
Mozilla Fellowship for Science | funding for researchers interested in open data and open source | www.mozillascience.org/fellows |
Leamer-Rosenthal Prizes for Open Social Science (UC Berkeley and John Templeton Foundation) | rewards social scientists for open research and education practices | www.bitss.org/prizes/leamer-rosenthal-prizes/ |
OpenCon Travel Scholarship (Right to Research Coalition and SPARC) | funding for students and early-career researchers to attend OpenCon, and receive training in open practices and advocacy | www.opencon2016.org/ |
Preregistration Challenge (Center for Open Science) | prizes for researchers who publish the results of a preregistered study | cos.io/prereg/ |
Open Science Prize (Wellcome Trust, NIH, and HHMI) | funding to develop services, tools, and platforms that will increase openness in biomedical research | www.openscienceprize.org/ |