There are many contributors to the OA advantage, but currently, with spontaneous OA self-archiving still hovering at only about 15%, a competitive advantage is one of its important components (Figure 5). (The University of Southampton, the first to adopt a self-archiving mandate, already enjoys an unexpectedly large "G-Factor," which may well be due to the competitive advantage it gained from being the world's first to mandate OA self-archiving: Figure 6) With the growing use of research impact metrics, validated by the UK RAE, the OA advantage will become much more visible and salient to researchers. Together with the growth of data impact metrics, alongside publication impact metrics and the prominent example of how scientometrics can data-mine its online database, there should now be a positive feedback loop, encouraging data self-archiving, publication self-archiving, OA self-archiving mandates, and the continuing development of the functionality of the underlying infrastructure.
![Figure 5](../../../../../figures/11/harnod-figure5.png)
![Figure 6](../../../../../figures/11/harnod-figure6.png)
2 ROAR - roar.eprints.org/
3 eprints ROARMAP - www.eprints.org/openaccess/policysignup/
4 opcit.eprints.org/oacitation-biblio.html
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6 arxiv.org/abs/cs.IR/0703131
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9 The GDB Human Genome Database - www.gdb.org/
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11 Google Scholar - scholar.google.com/
12 Google Books - books.google.com/
13 www.dlib.org/dlib/october00/10inbrief.html#HARNAD
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16 Citebase - www.citebase.org/
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18 www.citebase.org/help/
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20 Brody, T., Harnad, S. and Carr, L. (2006) “Earlier Web Usage Statistics as Predictors of Later Citation Impact,” Journal of the American Association for Information Science and Technology (JASIST),Vol. 57, no.8, pp. 1060-1072. eprints.ecs.soton.ac.uk/10713/
21 www.rcuk.ac.uk/aboutrcs/funding/dual/default.htm
22 www.hero.ac.uk/rae/
23 www.hefce.ac.uk/research/assessment/reform/
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25 Harnad, S., Carr, L., Brody, T. & Oppenheim, C. (2003) "Mandated online RAE CVs Linked to University Eprint Archives: Improving the UK Research Assessment Exercise whilst making it cheaper and easier," Ariadne, Vol. 35 (April 2003). www.ariadne.ac.uk/issue35/harnad/
26 www.garfield.library.upenn.edu/papers/eval_of_science_oslo.html
27 Harnad, S. (2007) “Open Access Scientometrics and the UK Research Assessment Exercise,” Proceedings of the 11th Annual Meeting of the International Society for Scientometrics and Informetrics. Madrid, Spain, 25 June 2007 arxiv.org/abs/cs.IR/0703131
28 Harnad, S. & Brody, T. (2004) "Comparing the Impact of Open Access (OA) vs. Non-OA Articles in the Same Journals," D-Lib Magazine, Vol.10, no. 6. June www.dlib.org/dlib/june04/harnad/06harnad.html
29 Lawrence, S. (2001), "Free online availability substantially increases a paper's impact," Nature, Vol. 31 May 2001 www.nature.com/nature/debates/e-access/Articles/lawrence.html
30 Copyright Peter Hirst, 2006. This article and its contents and associated images may be freely reproduced and distributed provided that in every case its origin is properly attributed and a link to this website is included. www.universitymetrics.com/