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Friday, September 7. 2007Where There's No Access Problem There's No Open Access Advantage
Kurtz & Henneken (2007) report a very interesting new result: "We demonstrate conclusively that there is no 'Open Access Advantage' for papers from the Astrophysical Journal. The two to one citation advantage enjoyed by papers deposited in the arXiv e-print server is due entirely to the nature and timing of the deposited papers. This may have implications for other disciplines."Earlier, Kurtz et al. (2005) had shown that the lion's share of the citation advantage of astrophysics papers self-archived as preprints in Arxiv was caused by (1) Early Advantage (EA) (earlier citations for papers self-archived earlier) and (2) Quality Bias (QB) (a self-selection bias toward self-archiving higher quality papers) and not by (3) Open Access (OA) itself (being freely accessible online to those who cannot afford subscription-toll access). Kurtz et al. explained their finding by suggesting that: "in a well funded field like astrophysics essentially everyone who is in a position to write research articles has full access to the literature."This seems like a perfectly reasonable explanation for their findings. Where there is no access problem, OA cannot be the cause of whatever higher citation count is observed for self-archived articles. Moed (2007) has recently reported a similar result in Condensed Matter Physics, and so have Davis & Fromerth (2007) in 4 mathematics journals. Kurtz & Henneken's latest study confirms and strengthens their prior finding: They compared citation counts for articles published in two successive years of the Astrophysical Journal. For one of the years, the journal was freely accessible to everyone; for the other it was only accessible to subscribers. The citation counts for the self-archived articles, as expected, were twice as high as for the non-self-archived articles. They then compared the citation-counts for non-self-archived articles in the free-access year and in the toll-access year, and found no difference. They concluded, again, that OA does not cause increased citations. But of course K&H's prior explanation -- which is that there is no access problem in astrophysics -- applies here too: It means that in a field where there is no access problem, whatever citation advantage comes from making an article OA by self-archiving cannot be an OA effect. K&H conclude that "[t]his may have implications for other disciplines." It should be evident, however, that the degree to which this has implications for other disciplines depends largely on the degree to which it is true in other disciplines that "essentially everyone who is in a position to write research articles has full access to the literature." We (Hajjem & Harnad 2007) have conducted (and are currently replicating) a similar study, but across the full spectrum of disciplines, measuring the citation advantage for mandated and unmandated self-archiving for articles from 4 Institutional Repositories that have self-archiving mandates (three universities plus CERN), each compared to articles in the very same journal and year by authors from other institutions (on the assumption that mandated self-archiving should have less of a self-selection quality bias than unmandated self-archiving). Figure 1. Self-Selected Self-Archiving vs. Mandated Self-Archiving: Within-Journal Citation Ratios (for 2004, 4 mandating institutions, all fields). S = citation counts for articles self-archived at institutions with (Sm) and without (Sn) a self-archiving mandate. N = citation counts for non-archived articles at institutions with (Nm) and without (Nn) mandate (i.e., Nm = articles not yet compliant with mandate). Grand average of (log) S/N ratios (106,203 articles; 279 journals) is the OA advantage (18%); this is about the same as for Sn/Nn (27972 articles, 48 journals, 18%) and Sn/N (17%); ratio is higher for Sm/N (34%), higher still for Sm/Nm (57%, 541 articles, 20 journals); and Sm/Sn = 27%, so self-selected self-archiving does not yield more citations than mandated (if anything, it is rather the reverse). (All six within-pair differences are significant: correlated sample t-tests.)We again confirmed the citation advantage for self-archiving, and found no difference in the size of that advantage for mandated and unmandated self-archiving. (The finding of an equally large self-archiving advantage for mandated and unmandated self-archiving was also confirmed for CERN, whose articles are all in physics -- although one could perhaps argue that CERN articles enjoy a quality advantage over articles from other institutions.) A few closing points: (1) It is likely that the size of the access problem differs from field to field, and with it the size of the OA citation advantage. Evidence suggests that most fields are not nearly as well-heeled as astrophysics. According to a JISC survey, 48% of researchers overall (biomedical sciences 53%, physical/engineering sciences 42%, social sciences 47%, language/linguistics 48% and arts/humanities 53%) have difficulty in gaining access to the resources they need to do their research. (The ARL statistics on US university serials holdings is consistent with this.) The overall access difficulty is roughly congruent with the reported OA access advantage.Stevan Harnad 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) 57(8) pp. 1060-1072. Davis, P. M. and Fromerth, M. J. (2007) Does the arXiv lead to higher citations and reduced publisher downloads for mathematics articles? Scientometics, Vol. 71, No. 2. Hajjem, C., Harnad, S. and Gingras, Y. (2005) Ten-Year Cross-Disciplinary Comparison of the Growth of Open Access and How it Increases Research Citation Impact. IEEE Data Engineering Bulletin 28(4) pp. 39-47. Hajjem, C. and Harnad, S. (2007) The Open Access Citation Advantage: Quality Advantage Or Quality Bias? Technical Report, Electronics and Computer Science, University of Southampton. Kurtz, M. J. and Henneken, E. A. (2007) Open Access does not increase citations for research articles from The Astrophysical Journal. Preprint deposited in arXiv September 6, 2007. Kurtz, M. J., Eichhorn, G., Accomazzi, A., Grant, C. S., Demleitner, M., Murray, S. S. (2005, The Effect of Use and Access on Citations. Information Processing and Management, 41, 1395-1402) Moed, H. F. (2007) The effect of 'open access' on citation impact: An analysis of ArXiv's condensed matter section, Journal of the American Society for Information Science and Technology (JASIST) , August 30, 2007. Seglen, P. O. (1992) The skewness of science. Journal of the American Society for Information Science 43:628-38 Saturday, May 26. 2007Craig et al.'s Review of Studies on the OA Citation Advantage
I've read Craig et al.'s critical review concerning the OA citation impact effect and will shortly write a short, mild review. But first here is Sally Morris's posting announcing Craig et al's review, on behalf of the Publishing Research Consortium (which "proposed" the review), followed by a commentary from Bruce Royan on diglib, a few remarks from me, then commentary by JWT Smith on jisc-repositories, followed by my response, and, last, a commentary by Bernd-Christoph Kaemper on SOAF, followed by my response. Sally Morris (Publishing Research Consortium):Craig, Ian; Andrew Plume, Marie McVeigh, James Pringle & Mayur Amin (2007) Do Open Access Articles Have Greater Citation Impact? A critical review of the literature. Journal of Informetrics.A new, comprehensive review of recent bibliometric literature finds decreasing evidence for an effect of 'Open Access' on article citation rates. The review, now accepted for publication in the Journal of Informetrics, was proposed by the Publishing Research Consortium (PRC) and is available at its web site at www.publishingresearch.net. It traces the development of this issue from Steve Lawrence's original study in Nature in 2001 to the most recent work of Henk Moed and others. It is notoriously tricky (at least since David Hume) to "prove" causality empirically. The thrust of the Craig et al. critique is that despite the fact that virtually all studies comparing the citation counts for OA and non-OA articles keep finding the OA citation counts to be higher, it has not been proven beyond a reasonable doubt that the relationship is causal.Bruce Royan wrote on diglib: I agree: It is merely highly probable, not proven beyond a reasonable doubt, that articles are more cited because they are OA, rather than OA merely because they are more cited (or both OA and more cited merely because of a third factor). And I also agree that not one of the studies done so far is without some methodological flaw that could be corrected. But it is also highly probable that the results of the methodologically flawless versions of all those studies will be much the same as the results of the current studies. That's what happens when you have a robust major effect, detected by virtually every study, and only ad hoc methodological cavils and special pleading to rebut each of them with. But I am sure those methodological flaws will not be corrected by these authors, because -- OJ Simpson's "Dream Team" of Defense Attorneys comes to mind -- Craig et al's only interest is evidently in finding flaws and alternative explanations, not in finding out the truth -- if it goes against their client's interests... Iain D.Craig: Wiley-BlackwellHere is a preview of my rebuttal. It is mostly just common sense, if one has no conflict of interest, hence no reason for special pleading and strained interpretations: (1) Research quality is a necessary, but not a sufficient condition for citation impact: The research must also be accessible to be cited. (2) Research accessibility is a necessary but not a sufficient condition for citation impact: The research must also be of sufficient quality to be cited. (3) The OA impact effect is the finding that an article's citation counts are positively correlated with the probability that that article has been made OA: The more an article's citations, the more likely that that article has been made OA. (4) This correlation has at least three causal interpretations that are not mutually exclusive: (4a) OA articles are more likely to be cited.(5) Each of these causal interpretations is probably correct, and hence a contributor to the OA impact effect: (5a) The better the article, the more likely it is to be cited, hence the more citations it gains if it is made more accessible (4a). (OA Article Quality Advantage, QA)(6) In addition to QB and QA, there is an OA Early Access effect (EA): providing access earlier increases citations. (7) The OA citation studies have not yet isolated and estimated the relative sizes of each of these (and other) contributing components. (OA also gives a Download Advantage (DA), and downloads are correlated with later citations; OA articles also have a Competitive Advantage (CA), but CA will vanish -- along with QB -- when all articles are OA). (8) But the handwriting is on the wall as to the benefits of making articles OA, for those with eyes to see, and no conflicting interests to blind them. I do agree completely, however, with erstwhile (Princetonian and) Royal Society President Bob May's slightly belated call for "an evidence-based approach to the scholarly communications debate." John Smith (JS) wrote in jisc-repositories: I wonder if we can come at this discussion concerning the impact of OA on citation counts from another angle? Assuming we have a traditional academic article of interest to only a few specialists there is a simple upper bound to the number of citations it will have no matter how accessible it is.That is certainly true. It is also true that 10% of articles receive 90% of the citations. OA will not change that ratio, it will simply allow the usage and citations of those articles that were not used and cited because they could not be accessed to rise to what they would have been if they could have been used and cited. JS: Also, the majority of specialist academics work in educational institutions where they have access to a wide range of paid for sources for their subject.OA is not for those articles and those users that already have paid access; it is for those that do not. No institution can afford paid access to all or most of the 2.5 million articles published yearly in the world's 24,000 peer-reviewed journals, and most institutions can only afford access to a small fraction of them. OA is hence for that large fraction (the complement of the small fraction) of those articles that most users and most institutions cannot access. The 10% of that fraction that merit 90% of the citations today will benefit from OA the most, and in proportion to their merit. That increase in citations also corresponds to an increase in scholarly and scientific productivity and progress for everyone. JS: Therefore any additional citations must mainly come from academics in smaller institutions that do not provide access to all relevant titles for their subject and/or institutions in the poorer countries of the world.It is correct that the additional citations will come from academics at the institutions that cannot afford paid access to the journals in which the cited articles appeared. It might be the case that the access denial is concentrated in the smaller institutions and the poorer countries, but no one knows to what extent that is true, and one can also ask whether it is relevant. For the OA problem is not just an access problem but an impact problem. And the research output of even the richest institutions is losing a large fraction of its potential research impact because it is inaccessible to the fraction to whom it is inaccessible, whether or not that missing fraction is mainly from the smaller, poorer institutions. JS: Should it not be possible therefore to examine the citers to these OA articles where increased citation is claimed and show they include academics in smaller institutions or from poorer parts of the world?Yes, it is possible, and it would be a good idea to test the demography of access denial and OA impact gain. But, again, one wonders: Why would one assign this question of demographic detail a high priority at this time, when the access and impact loss have already been shown to be highly probable, when the remedy (mandated OA self-archiving) is at hand and already overdue, and when most of the skepticism about the details of the OA impact advantage comes from those who have a vested interest in delaying or deterring OA self-archiving mandates from being adopted? (It is also true that a portion of the OA impact advantage is a competitive advantage that will disappear once all articles are OA. Again, one is inclined to reply: So what?) This is not just an academic exercise but a call to action to remedy a remediable practical problem afflicting research and researchers. JS: However, even if this were done and positive results found there is still another possible explanation. Items published in both paid for and free form are indexed in additional indexing services including free services like OAIster and CiteSeer. So it may be that it is not the availability per se that increases citation but the findability? Those who would have had access anyway have an improved chance of finding the article. Do we have proof that the additional citers accessed the OA version (assuming there is both an OA and paid for version)?Increased visibility and improved searching are always welcome, but that is not the OA problem. OAIster's usefulness is limited by the fact that it only contains the c. 15% of the literature that is being self-archived spontaneously (i.e., unmandated) today. Citeseer is a better niche search engine because computer scientists self-archive a much higher proportion of their research. But the obvious benchmark today is Google Scholar, which is increasingly covering all cited articles, whether OA or non-OA. It is in vain that Google Scholar enhances the visibility of non-OA articles for those would-be users to whom they are not accessible. Those users could already have accessed the metadata of those articles from online indices such as Web of Science or PubMed, only to reach a toll-access barrier when it came to accessing the inaccessible full-text corresponding to the visible metadata. JS: It is possible that my queries above have already been answered. If so a reference to the work will suffice as a response.Accessibility is a necessary (but not a sufficient) condition for usage and impact. There is no risk that maximising accessibility will fail to maximise usage and impact. The only barrier between us and 100% OA is a few keystrokes. It is appalling that we continue to dither about this; it is analogous to dithering about putting on (or requiring) seat-belts until we have made sure that the beneficiaries are not just the small and the poor, and that seat-belts do not simply make drivers more safety-conscious. JS: Even if the apparent citation advantage of OA turns out to be false it does not weaken the real advantages of OA. We should not be drawn into a time and effort wasting defence of it while there is other work to be done to promote OA.The real advantage of Open Access is Access. The advantage of Access is Usage and Impact (of which citations are one indicator). The Craig et al. study has not shown that the OA Impact Advantage is not real. It has simply pointed out that correlation does not entail causation. Duly noted. I agree that no time or effort should be spent now trying to demonstrate causation. The time and effort should be used to provide OA. Bernd-Christoph Kaemper (B-CK) wrote on SOAF:I couldn't quite follow the logic of this posting. It seemed to be saying that, yes, there is evidence that OA increases impact, it is even trivially obvious, but, no, we cannot estimate how much, because there are possible confounding factors and the size of the increase varies. All studies have found that the size of the OA impact differential varies from field to field, journal to journal, and year to year. The range of variation is from +25% to over +250% percent. But the differential is always positive, and mostly quite sizeable. That is why I chose a conservative overall estimate of +50% for the potential gain in impact if it were not just the current 15% of research that was being made OA, but also the remaining 85%. (If you think 50% is not conservative enough, use the lower-bound 25%: You'll still find a substantial potential impact gain/loss. If you think self-selection accounts for half the gain, split it in half again: there's still plenty of gain, once you multiply by 85% of total citations.) An interesting question that has since arisen (and could be answered by similar studies) is this: It is a logical possibility that all or most of the top 10% are already among the 15% that are being made OA: I rather doubt it; but it would be worth checking whether it is so. [Attention lobbyists against OA mandates! Get out your scissors here and prepare to snip an out-of-context quote...]Since it is known that (in science) the top 10% of articles published receive 90% of the total citations made (Seglen 1992), to what extent is the top 10% of articles published over-represented among the c. 15% of articles that are being spontaneously made OA by their authors today? [snip]The empirical studies of the relation between OA and impact have been mostly motivated by the objective of accelerating the growth of OA -- and thereby the growth of research usage and impact. Those who are oersuaded that the OA impact differential is merely or largely a non-causal self-selection bias are encouraged to demonstrate that that is the case. Note very carefully, though, that the observed correlation between OA and citations takes the form of a correlation between the number of OA articles, relative to non-OA articles, at each citation level. The more highly cited an article, the more likely it is OA. This is true within journals, and within and across years, in every field tested. And this correlation can arise because more-cited articles are more likely to be made OA or because articles that are made OA are more likely to be cited (or both -- which is what I think is in reality the case). It is certainly not the case that self-selection is the default or null hypothesis, and that those who interpret the effect as OA causing the citation increase hence have the burden of proof: The situation is completely symmetric numerically; so your choice between the two hypotheses is not based on the numbers, but on other considerations, such as prima facie plausibility -- or financial interest. Until and unless it is shown empirically that today's OA 15% already contains all or most of the top-cited 10% (and hence 90% of what researchers cite), I think it is a much more plausible interpretation of the existing findings that OA is a cause of the increased usage and citations, rather than just a side-effect of them, and hence that there is usage and impact to be gained by providing and mandating OA. (I can quite understand why those who have a financial interest in its being otherwise [Craig et al. 2007] might prefer the other interpretation, but clearly prima facie plausibility cannot be their justification.) I also think that 50% of total citations is a plausible overall estimate of the potential gain from OA, as long as it is understood clearly that that the 50% gain does not apply to every article made OA. Many articles are not found useful enough to cite no matter how accessible you make them. The 50% citation gain will mostly accrue to the top 10% of articles, as citations always do (though OA will no doubt also help to remedy some inequities and will sometimes help some neglected gems to be discovered and used more widely). In other words, the OA advantage to an article will be roughly proportional to that article's intrinsic citation value (independent of OA). Other interesting questions: The top-cited articles are not evenly distributed among journals. The top journals tend to get the top-cited articles. It is also unlikely that journal subscriptions are evenly distributed among journals: The top journals are likely to be subscribed to more, and are hence more accessible. So if someone is truly interested in these questions (as I am not!), they might calculate a "toll-accessibility index" (TAI) for each article, based on the number of researchers/institutions that have toll access to the journal in which that article is published. An analysis of covariance can then be done to see whether and how much the OA citation advantage is reduced if one controls for the article's TAI. (I suspect the answer will be: somewhat, but not much.) B-CK: Could we do a thought experiment? From a representative group of authors, choose a sample of authors randomly and induce them to make their next article open access. Do you believe they will see as much gain in citations compared to their previous average citation levels as predicted from the various current "OA advantage" studies where several confounding factors are operating? Probably not - but what would remain of that advantage? -- I find that difficult to predict or model.From a random sample, I would expect an increase of around 50% or more in total citations, 90% of the increased citations going to the top 10%, as always. B-CK: As I learned from your posting, you seem to predict that it will anyway depend on the previous citedness of the members of that group (if we take that as a proxy for the unknown actual intrinsic citation value of those articles), in the sense that more-cited authors will see a larger percentage increase effect.I don't think it's just a Matthew Effect; I think the highest quality papers get the most citations (90%), and the highest quality papers are apparently about 10% (in science, according to Seglen). B-CK: To turn your argument around, most authors happily going open access in expectation of increased citation might be disappointed because the 50% increase will only apply to a small minority of them.That's true; but you could say the same for most authors going into research at all. There is no guarantee that they will produce the highest quality research, but I assume that researchers do what they do in the hope that they will, if not this time, then the next time, produce the highest quality research. B-CK: That was the reason why I said that (as an individual author) I would rather not believe in any "promised" values for the possible gain.Where there is life, and effort, there is hope. I think every researcher should do research, and publish, and self-archive, with the ambition of doing the best quality work, and having it rewarded with valuable findings, which will be used and cited. My "promise", by the way, was never that each individual author would get 50% more citations. (That would actually have been absurd, since over 50% of papers get no citations at all -- apart from self-citation -- and 50% of 0 is still 0.) My promise, in calculating the impact gain/loss that you doubted, was to countries, research funders and institutions. On the assumption that the research output of each roughly covers the quality spectrum, they can expect their total citations to increase by 50% or more with OA, but that increase will be mostly at their high-quality end. (And the total increase is actually about 85% of 50%, as the baseline spontaneous self-archiving rate is about 15%.) B-CK: That doesn't mean though that there are not enough other reasons to go for open access (I mentioned many of them in my posting).There are other reasons, but researchers' main motivation for conducting and publishing research is in order to make a contribution to knowledge that will be found useful by, and used by, and built upon by other researchers. There are pedagogic goals too, but I think they are secondary, and I certainly don't think they are strong enough to induce a researcher to make his publications OA, if the primary reason was not reason enough to induce them. (Actually, I don't think any of the reasons are enough to induce enough researchers to provide OA, and that's why Green OA mandates are needed -- and being provided -- by researchers' institutions and funders.) B-CK: With respect to the toll accessibility index, I completely agree. The occasional good article in an otherwise "obscure" journal probably has a lot to gain from open access, as many people would not bother to try to get hold of a copy should they find it among a lot of others in a bibliographic database search, if it doesn't look from the beginning like a "perfect match" of what they are looking for.You agree with the toll-accessibility argument prematurely: There are as yet no data on it, whereas there are plenty of data on the correlation between OA and impact. B-CK: An interesting question to look at would also be the effect of open access on non-formal citation modes like web linking, especially social bookmarking. Clearly NPG is interested in Connotea also as a means to enhance the visibility of articles in their own toll access articles. Has anyone already tried such investigations?Although I cannot say how much it is due to other kinds of links or from citation links themselves, the University of Southampton, the first institution with a (departmental) Green OA self-archiving mandate, and also the one with the longest-standing mandate also has a surprisingly high webmetric, university-metric and G-factor rank: Stevan Harnad American Scientist Open Access Forum Bollen, J., Van de Sompel, H., Smith, J. and Luce, R. (2005) Toward alternative metrics of journal impact: A comparison of download and citation data. Information Processing and Management, 41(6): 1419-1440. 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) 57(8) pp. 1060-1072. Craig, Ian; Andrew Plume, Marie McVeigh, James Pringle & Mayur Amin (2007) Do Open Access Articles Have Greater Citation Impact? A critical review of the literature. Journal of Informetrics. Davis, P. M. and Fromerth, M. J. (2007) Does the arXiv lead to higher citations and reduced publisher downloads for mathematics articles? Scientometrics 71: 203-215. See critiques: 1 and 2. Diamond, Jr. , A. M. (1986) What is a Citation Worth? Journal of Human Resources 21:200-15, 1986, Eysenbach, G. (2006) Citation Advantage of Open Access Articles. PLoS Biology 4: 157. Hajjem, C., Harnad, S. and Gingras, Y. (2005) Ten-Year Cross-Disciplinary Comparison of the Growth of Open Access and How it Increases Research Citation Impact. IEEE Data Engineering Bulletin 28(4) pp. 39-47. Hajjem, C. and Harnad, S. (2006) Manual Evaluation of Robot Performance in Identifying Open Access Articles. Technical Report, Institut des sciences cognitives, Universite du Quebec a Montreal. Hajjem, C. and Harnad, S. (2006) The Self-Archiving Impact Advantage: Quality Advantage or Quality Bias? Technical Report, ECS, University of Southampton. Hajjem, C. and Harnad, S. (2007) Citation Advantage For OA Self-Archiving Is Independent of Journal Impact Factor, Article Age, and Number of Co-Authors. Technical Report, Electronics and Computer Science, University of Southampton. Hajjem, C. and Harnad, S. (2007) The Open Access Citation Advantage: Quality Advantage Or Quality Bias? Technical Report, Electronics and Computer Science, University of Southampton. Harnad, S. & Brody, T. (2004) Comparing the Impact of Open Access (OA) vs. Non-OA Articles in the Same Journals, D-Lib Magazine 10 (6) June Harnad, S. (2005) Making the case for web-based self-archiving. Research Money 19(16). Harnad, S. (2005) Maximising the Return on UK's Public Investment in Research. (Unpublished ms.) Harnad, S. (2005) OA Impact Advantage = EA + (AA) + (QB) + QA + (CA) + UA. (Unpublished ms.) Harnad, S. (2005) On Maximizing Journal Article Access, Usage and Impact. Haworth Press (occasional column). Harnad, S. (2006) Within-Journal Demonstrations of the Open-Access Impact Advantage: PLoS, Pipe-Dreams and Peccadillos (LETTER). PLOS Biology 4(5). Henneken, E. A., Kurtz, M. J., Eichhorn, G., Accomazzi, A., Grant, C., Thompson, D., and Murray, S. S. (2006) Effect of E-printing on Citation Rates in Astronomy and Physics. Journal of Electronic Publishing, Vol. 9, No. 2, Summer 2006 Henneken, E. A., Kurtz, M. J., Warner, S., Ginsparg, P., Eichhorn, G., Accomazzi, A., Grant, C. S., Thompson, D., Bohlen, E. and Murray, S. S. (2006) E-prints and Journal Articles in Astronomy: a Productive Co-existence Learned Publishing. Kurtz, M. J., Eichhorn, G., Accomazzi, A., Grant, C. S., Demleitner, M., Murray, S. S. (2005) The Effect of Use and Access on Citations. Information Processing and Management, 41 (6): 1395-1402. Kurtz, Michael and Brody, Tim (2006) The impact loss to authors and research. In, Jacobs, Neil (ed.) Open Access: Key strategic, technical and economic aspects. Oxford, UK, Chandos Publishing. Lawrence, S, (2001) Online or Invisible?, Nature 411 (2001) (6837): 521. Metcalfe, Travis S (2006) The Citation Impact of Digital Preprint Archives for Solar Physics Papers. Solar Physics 239: 549-553 Moed, H. F. (2006) The effect of 'Open Access' upon citation impact: An analysis of ArXiv's Condensed Matter Section (preprint) Perneger, T. V. (2004) Relation between online 'hit counts' and subsequent citations: prospective study of research papers in the British Medical Journal. British Medical Journal 329:546-547. Seglen, P.O. (1992) The skewness of science. The American Society for Information Science 43: 628-638 Saturday, March 17. 2007Why Cornell's Institutional Repository Is Near-EmptyCritique of: Institutional Repositories: Evaluating the Reasons for Non-use of Cornell University's Installation of DSpace. Davis, P.M. & Connolly, M.J.L. D-Lib Magazine 13(3/4) March/April 2007On the contrary; little has been done to develop IRs apart from creating them; moreover, many surveys and analyses have evaluated faculty non-participation and identified how and why to remedy it: By mandating deposit. (See Sale and Swan references at the end of this posting.) D & C: "Results: Cornell's DSpace is largely underpopulated and underused by its faculty."This is most decidedly true! The reason is that Cornell researchers are being given equivocal advice instead of an unequivocal mandate. (See: Cornell's Copyright Advice: Guide for the Perplexed Self-Archiver) (I note that, unlike Harvard, Cornell is not one of the 132 Universities that have signed in support of the US Federal Green OA Mandate, the FRPAA; this may be a sign of equivocation, but in Cornell's defense, none of the 132 have yet practised what they petitioned (by adopting locally the global mandate they are urging federally). European, Australian and Asian Universities have been faster off the mark. D & C: "[The only] steady growth [is in] collections in which [Cornell] university has made an administrative investment, such [as] requiring deposits of theses and dissertations into DSpace."This passage states the problem (empty IRs) as well as the solution (mandating deposit) -- but the article itself then proceeds to ignore this obvious and already known outcome, and instead goes on and on about the many groundless (and easily answered) reasons faculty cite for not depositing unless it is mandated. The D & C article also wrongly imagines that the primary purpose of IRs is to preserve digital content, rather than to maximise research usage and access by supplementing paid journal access with free access to the author's final draft: (See: Against Conflating OA Self-Archiving With Preservation-Archiving ) D & C: "Cornell faculty have little knowledge of and little motivation to use DSpace."Correct. And in that respect Cornell faculty are exactly like faculty at all other universities worldwide that have IRs but no deposit mandate: Swan, A. (2006) The culture of Open Access: researchers' views and responses, in Jacobs, N., Eds. Open Access: Key Strategic, Technical and Economic Aspects, chapter 7. Chandos. D & C: "Many faculty use alternatives to institutional repositories, such as their personal Web pages and disciplinary repositories"If all or most faculty were indeed spontaneously despositing their peer-reviewed articles on their personal Web pages or in central disciplinary repositories (CRs) (like Arxiv), there would be no problem: 100% Open Access (OA) would already be upon us, for IRs could easily fill themselves by simply harvesting their faculty's output from their web-pages and CRs. The trouble is that -- except where mandated -- most faculty are not depositing their articles on their Web pages today, and only a few sub-disciplines are depositing in CRs. Hence OA is only at about 15% today. D & C: "[CRs] are perceived to have higher community salience than one's affiliate institution."Right now, the only two CRs with any appreciable content -- Arxiv and PubMed Central -- certainly do have "higher community salience" than IRs, since most IRs are mostly empty. But institutions need merely mandate depositing and the "salience" of their IRs will sail, along with the size of their contents. (Moreover, the true success rate of a repository -- whether IR or CR -- is the percentage of its total annual target content that it is currently capturing. By that proportionate measure, central disciplinary CRs are in fact doing just as badly as unmandated IRs and the real champions are (unsurprisingly) the harvesters like Citeseer, OAIster and Google Scholar that trawl their contents from the distributed IRs and CRs.) All IRs are OAI-compliant and interoperable. Researchers' institutions cover all of research output space. Hence researchers' own IRs are the natural and optimal locus for direct deposit. Institutions also have a proprietary interest in showcasing, monitoring, evaluating and storing their own research output -- as well as in maximizing its research impact. Hence both funders and institutions should mandate direct deposit in the researcher's own IR. (CRs can then harvest therefrom, if they wish.) (See: Optimizing OA Self-Archiving Mandates: What? Where? When? Why? How?) D & C: "Faculty gave many reasons for not using repositories: redundancy with other modes of disseminating information"There is no "redundancy" with OA's target content: peer-reviewed journal articles. Those users who can afford paid access, have paid access. Those who do not, have no access. The purpose of OA self-archiving in IRs is to supplement the existing paid access, providing free access to the author's final draft, self-archived online, for those would-be users who do not have paid access to the journal's proprietary version. (The authors of this article, D & C, as we shall see, draw precisely the conclusions from their article that they have themselves put into it, in the form of assumptions, often incorrect ones. Apart from that, all the do is amplify the volume of the faculty misunderstandings they sample, instead of correcting them.) The purpose of maximizing research access is to maximise research impact (download, usage, applications, citations, productivity, progress). D & C: "the learning curve [for depositing articles online]"A non-problem, cured by a few moments of instruction, plus a mandate: Carr, L. and Harnad, S. (2005) Keystroke Economy: A Study of the Time and Effort Involved in Self-Archiving) D & C: "confusion with copyright"A non-problem, already completely mooted by the Immediate-Deposit/Optional-Access Mandate: (See: Generic Rationale and Model for University Open Access Self-Archiving Mandate: Immediate-Deposit/Optional Access (ID/OA)) Only the depositing itself is mandated; setting access to the deposit as Open Access versus Closed Access is recommended but optional. D & C: "fear of plagiarism"An old canard, cured by referring to Self-Archiving FAQ. D & C: "having one's work scooped"Another old canard. D & C: "associating one's work with inconsistent quality"Yet another old canard. D & C: "concerns about whether posting a manuscript constitutes 'publishing'."One of the oldest canards of them all. D & C: "Conclusion: While some librarians perceive a crisis in scholarly communication as a crisis in access to the literature, Cornell faculty perceive this essentially as a non-issue."Librarians' journal affordability problems helped draw attention to the research accessibility problem, but the affordability and accessibility problems are not the same, nor are their solutions. Cornell faculty are right to regard the affordability problem as not their problem. The accessibility problem, however, is their problem, both from the point of view of Cornell researchers' own lost access to the work of researchers at other institutions (in journals that even Cornell cannot afford to subscribe to) and -- even more important (as most researchers at other institutions are not sitting as pretty as Cornell for subscriptions) -- from the point of view of Cornell researchers' lost research impact (owing to the access problems of would-be users at other institutions). D & C: "Each discipline has a normative culture, largely defined by their reward system and traditions. If the goal of institutional repositories is to capture and preserve the scholarship of one's faculty, institutional repositories will need to address this cultural diversity."The target content of OA IRs is peer-reviewed journal articles. If there are any disciplines that do not care about maximising the usage and impact of their peer-reviewed journal article output, then there are indeed reasons to examine discipline differences. If not, then what is needed is not discipline-difference studies but pandisciplinary deposit mandates. D & C: "most faculty host their digital objects on a personal website, where their long-term preservation is not secure. If institutions truly value the content created by their faculty, they must take some responsibility for the long-term curation of this content."OA IRs are for supplementary access-provision and usage-maximisation, not for preservation. (What needs preservation is the journal published version, not the author's OA draft.) (See: Against Conflating OA Self-Archiving With Preservation-Archiving) But of course IRs can and will preserve their contents, to make sure their supplementary access provision perdures. D & C: "There are two opposing philosophical camps among those who work to justify institutional repositories: one that views IRs as competition for traditional publishing, the other that sees IRs as a supplement to traditional publishing."There are indeed two opposing views of what IRs are for, but the opposition is certainly not about whether IRs compete with or supplement traditional publishing. It is about whether IRs are primarily for OA content (i.e., peer-reviewed research) or for other kinds of content (e.g., "grey literature"). (There is also some related confusion about whether IRs are primarily for supplementing access or for digital preservation.) Among OA advocates there is no divergence whatsoever on the fact that OA IRs (Green OA) supplement journal publishing; they are not a substitute for it, nor a competitor to it. (There is competition between subscription-based publishing and Gold OA publishing, but that is an entirely different matter, having nothing to do with IRs or Green OA.) Here is a core example of how the authors of this article first make incorrect assumptions, and then simply proceed to derive their inevitably incorrect consequences: D & C: "In 1994, Stevan Harnad wrote his Subversive Proposal for Electronic Publishing, in which he argued that all academics should make their research articles publicly available through open repositories. This collective effort would help to reduce the power wielded by publishers who have built economic barriers to limit scholars' access to the literature."(1) From the very outset, the Subversive Proposal was to supplement traditional publishing with (what we have since come to call) Green OA self-archiving of the author's peer-reviewed final draft. Self-archiving was never proposed as a substitute for peer-reviewed journal publication -- as a google search on "harnad supplement substitute" will repeatedly confirm! Latent in the Subversive Proposal -- a Green OA supplement proposal -- was, of course, the possibility of an eventual transition to Gold OA publishing. But that is and always was treated as a hypothetical possibility, whereas Green OA self-archiving (which eventually led to the first OA IR software, EPrints, and eventually to the OA IR movement) was proposed as a concrete, practical action, within reach of all researchers -- a practical action that has since been widely tried, tested, and confirmed empirically to work, and to deliver the enhanced research usage and impact for which it was intended. (2) Davis & Connolly have also completely conflated the explicitly stated purpose of the Subversive Proposal -- which was to maximize research access and usage -- with the library community's struggle with the journal affordability problem. Green OA self-archiving is not about "reducing publisher power" nor about changing economics. It is just about maximizing research access. D & C: "In opposition, Clifford Lynch views IRs as supplements, not primary venues for scholarly publishing, and warns against assuming the role of certification in the scholarly publishing process."All OA IR advocates view IRs as supplements: a way to provide free access to the author's peer-reviewed final draft, accepted for publication by the "primary venue" (the journal) -- not as a substitute form of peer review or certification or publication. D & C: "[Lynch] argues that "the institutional repository isn't a journal, or a collection of journals, and should not be managed like one""Preaching to the choir: No one thinks IRs are journals. D & C: "Lynch fears that viewing IRs as instruments for undermining the economics of the current publishing system discounts their importance and reduces their ability to promote a broader spectrum of scholarly communication."IRs are not "instruments for undermining the economics of the current publishing system" they are instruments for maximizing the access and impact of currently published research articles. D & C: "Institutional repositories may better serve to disseminate the so-called "grey literature": documents such as pamphlets, bulletins, visual conference presentations, and other materials that are typically ignored by traditional publishers."The idea that IRs should focus on the grey (unpublished) literature instead of the OA Green literature remains just as off-the-mark and wrong-headed today as on the day it was first mooted: (See: Cliff Lynch on Institutional Archives) D & C: "DSpace was not conceived as competition to commercial publishers, but as a resource to capture, preserve and communicate the diversity of intellectual output of an institution's faculty and researchers It was designed specifically to deal with a wide range of content types including research articles, grey literature, theses, cultural materials, scientific datasets, institutional records, and educational materials, among others."More's the pity that DSpace does not now, nor did it ever, have its priorities straight. The #1 priority for IRs is and always has been (or ought to have been!) OA. (See: EPrints, DSpace or ESpace?) D & C: "On May 1st, 2005, a policy was enacted that recommended, not required, that all researchers receiving grant monies from the National Institutes of Heath deposit final copies of their manuscripts in PubMed Central (PMC), a free digital archive of biomedical and life sciences journal literature. PMC offers many valuable services to authors, such as indexing in Medline (the primary literature index for the biomedical and life sciences), as well as dynamic links to the published version of their article. After eight months, the participation rate remained a dismal 3.8%. Lack of awareness of the policy was not cited as contributing to the low compliance rate. On December 14th, 2005, Senator Joseph Lieberman introduced the CURES Act (S.2104), which would require (not recommend) mandatory deposit of final manuscripts"The NIH Public Access Policy failed for three reasons (in order of priority): The remedy for this was pointed out in advance to NIH (but went unheeded): "A Simple Way to Optimize the NIH Public Access Policy")(1) because it was not a mandate, but merely a request, The remedy -- the ID/OA mandate -- has since been taken on board in the European Research Advisory Board's policy recommendation. ID/OA has just been adopted by University of Liege -- the first, let's hope, of many adopters, including the US's omnibus Federal Research Public Access Act (FRPAA). (See: How to Counter All Opposition to the FRPAA Self-Archiving Mandate) D & C: "Cornell's DSpace is largely underpopulated and underused by its faculty. Its complex organization is seen at comparable institutions, but may discourage contributions to DSpace by making it appear empty. In addition, faculty have little knowledge of and no motivation to use DSpace."The only thing Cornell's DSpace is missing is the ID/OA mandate. That mandate needs to replace or at least complement Cornell's Copyright Advice: Guide for the Perplexed Self-Archiver. D & C: "Each discipline has a normative culture, largely defined by their reward system and inertia. If the goal of institutional repositories is to capture and preserve the scholarship of one's faculty, IRs will need to address this cultural diversity."No, the remedy is not to delve into disciplinary diversity. It is to promote what all disciplines (indeed all of research) have in common, which is the need to maximize the usage and impact of their peer-reviewed research findings -- by mandating Green OA. Stevan HarnadSwan, A. (2005) Open access self-archiving: An Introduction. JISC Technical Report. American Scientist Open Access Forum Sunday, January 21. 2007The Open Access Citation Advantage: Quality Advantage Or Quality Bias?
This is a preview of some preliminary data (not yet refereed), collected by my doctoral student at UQaM, Chawki Hajjem. This study was done in part by way of response to Henk Moed's replies to my comments on Moed's (self-archived) preprint: Moed, H. F. (2006) The effect of 'Open Access' upon citation impact: An analysis of ArXiv's Condensed Matter SectionMoed's study is about the "Open Access Advantage" (OAA) -- the higher citation counts of self-archived articles -- observable across disciplines as well as across years as in the following graphs from Hajjem et al. 2005 (red bars are the OAA): The focus of the present discussion is the factors underlying the OAA. There are at least five potential contributing factors, but only three of them are under consideration here: (1) Early Advantage (EA), (2) Quality Advantage (QA) and (3) Quality Bias (QB -- also called "Self-Selection Bias").FIGURE 1. Open Access Citation Advantage By Discipline and By Year. Preprints that are self-archived before publication have an Early Advantage (EA): they get read, used and cited earlier. This is uncontested. Kurtz, Michael and Brody, Tim (2006) The impact loss to authors and research. In, Jacobs, Neil (ed.) Open Access: Key strategic, technical and economic aspects. Oxford, UK, Chandos Publishing.In addition, the proportion of articles self-archived at or after publication is higher in the higher "citation brackets": the more highly cited articles are also more likely to be the self-archived articles. The question, then, is about causality: Are self-archived articles more likely to be cited because they are self-archived (QA)? Or are articles more likely to be self-archived because they are more likely to be cited (QB)?FIGURE 2. Correlation between Citedness and Ratio of Open Access (OA) to Non-Open Access (NOA) Ratios. The most likely answer is that both factors, QA and QB, contribute to the OAA: the higher quality papers gain more from being made more accessible (QA: indeed the top 10% of articles tend to get 90% of the citations). But the higher quality papers are also more likely to be self-archived (QB). As we will see, however, the evidence to date, because it has been based exclusively on self-selected (voluntary) self-archiving, is equally compatible with (i) an exclusive QA interpretation, (ii) an exclusive QB interpretation or (iii) the joint explanation that is probably the correct one. The only way to estimate the independent contributions of QA and QB is to compare the OAA for self-selected (voluntary) self-archiving with the OAA for imposed (obligatory) self-archiving. We report some preliminary results for this comparison here, based on the (still small sample of) Institutional Repositories that already have self-archiving mandates (chiefly CERN, U. Southampton, QUT, U. Minho, and U. Tasmania). FIGURE 3. Self-Selected Self-Archiving vs. Mandated Self-Archiving: Within-Journal Citation Ratios (for 2004, all fields). Summary: These preliminary results suggest that both QA and QB contribute to OAA, and that the contribution of QA is greater than that of QB. Discussion: On Fri, 8 Dec 2006, Henk Moed [HM] wrote: HM: "Below follow some replies to your comments on my preprint 'The effect of 'Open Access' upon citation impact: An analysis of ArXiv's Condensed Matter Section'...The findings are definitely consistent for Astronomy and for Condensed Matter Physics. In both cases, most of the observed OAA came from the self-archiving of preprints before publication (EA). Moreover, in Astronomy there is already 100% "OA" to all articles after publication, and this has been the case for years now (for the reasons Michael Kurtz and Peter Boyce have pointed out: all research-active astronomers have licensed access as well as free ADS access to all of the closed circle of core Astronomy journals: otherwise they simply cannot be research-active). This means that there is only room for EA in Astronomy's OAA. And that means that in Astronomy all the questions about QA vs QB (self-selection bias) apply only to the self-archiving of prepublication preprints, not to postpublication postprints, which are all effectively "OA." To a lesser extent, something similar is true in Condensed-Matter Physics (CondMP): In general, research-active physicists have better access to their required journals via online licensing than other fields do (though one does wonder about the "non-research-active" physicists, and what they could/would do if they too had OA!). And CondMP too is a preprint self-archiving field, with most of the OAA differential again concentrated on the prepublication preprints (EA). Moreover, Moed's test for whether or not a paper was self-archived was based entirely on its presence/absence in ArXiv (as opposed to elsewhere on the Web, e.g., on the author's website or in the author's Institutional Repository). Hence Astronomy and CondMP are fields that are "biassed" toward EA effects. It is not surprising, therefore, that the lion's share of the OAA turns out to be EA in these fields. It also means that the remaining variance available for testing QA vs. QB in these fields is much narrower than in fields that do not self-archive preprints only, or mostly. Hence there is no disagreement (or surprise) about the fact that most of the OAA in Astronomy and CondMP is due to EA. (Less so in the slower-moving field of maths; see: "Early Citation Advantage?.") I agree with all this: The probable quality of the article was estimated from the probable quality of the author, based on citations for non-OA articles. Now, although this correlation, too, goes both ways (are authors' non-OA articles more cited because their authors self-archive more or do they self-archive more because they are more cited?), I do agree that the correlation between self-archiving-counts and citation-counts for non-self-archived articles by the same author is more likely to be a QB effect. The question then, of course, is: What proportion of the OAA does this component account for?SH: "The fact that highly-cited articles (Kurtz) and articles by highly-cited authors (Moed) are more likely to be Arxived certainly does not settle the question of cause and effect: It is just as likely that better articles benefit more from Arxiving (QA) as that better authors/articles tend to Arxive/be-Arxived more (QB)."HM: "2. Quality bias. I am fully aware that in this research context one cannot assess whether authors publish [sic] their better papers in the ArXiv merely on the basis of comparing citation rates of archived and non-archived papers, and I mention this in my paper. Citation rates may be influenced both by the 'quality' of the papers and by the access modality (deposited versus non-deposited). This is why I estimated author prominence on the basis of the citation impact of their non-archived articles only. But even then I found evidence that prominent, influential authors (in the above sense) are overrepresented in papers deposited in ArXiv." HM: "But I did more that that. I calculated Arxiv Citation Impact Differentials (CID, my term, or ArXiv Advantage, AA, your term) at the level of individual authors. Next, I calculated the median CID over authors publishing in a journal. How then do you explain my empirical finding that for some authors the citation impact differential (CID) or ArXiv Advantage is positive, for others it is negative, while the median CID over authors does not significantly differ from zero (according to a Sign test) for all journals studied in detail except Physical Review B, for which it is only 5 per cent? If there is a genuine 'OA advantage' at stake, why then does it for instance not lead to a significantly positive median CID over authors? Therefore, my conclusion is that, controlling for quality bias and early view effect, in the sample of 6 journals analysed in detail in my study, there is no sign of a general 'open access advantage' of papers deposited in ArXiv's Condensed Matter Section."My interpretation is that EA is the largest contributor to the OAA in this preprint-intensive field (i.e., most of the OAA comes from the prepublication component) and that there is considerable variability in the size of the (small) residual (non-EA) OAA. For a small sample, at the individual journal level, there is not enough variance left for a significant OAA, once one removes the QB component too. Perhaps this is all that Henk Moed wished to imply. But the bigger question for OA concerns all fields, not just those few that are preprint-intensive and that are relatively well-heeled for access to the published version. Indeed, the fundamental OA and OAA questions concern the postprint (not the preprint) and the many disciplines that do have access problems, not the happy few that do not! The way to test the presence and size of both QB and QA in these non-EA fields is to impose the OA, preferably randomly, on half the sample, and then compare the size of the OAA for imposed ("mandated") self-archiving (Sm) with the size of the OAA for self-selected ("nonmandated") self-archiving (Sn), in particular by comparing their respective ratios to non-self-archived articles in the same journal and year: Sm/N vs. Sn/N). If Sn/N > Sm/N then QB > QA, and vice versa. If Sn/N = 1, then QB is 0. And if Sm/N = 1 then QA is 0. It is a first approximation to this comparison that has just been done (FIGURE 3) by my doctoral student, Chawki Hajjem, across fields, for self-archived articles in five Institutional Repositories (IRs) that have OA self-archiving mandates, for 106,203 articles published in 276 biomedical journal 2004, above. The mandates are still very young and few, hence the sample is still small; and there are many potential artifacts, including selective noncompliance with the mandate as well as disciplinary bias. But the preliminary results so far suggest that (1) QA is indeed > 0, and (2) QA > QB. [I am sure that we will now have a second round from die-hards who will want to argue for a selective-compliance effect, as a 2nd-order last gasp for the QB-only hypothesis, but of course that loses all credibility as IRs approach 100% compliance: We are analyzing our mandated IRs separately now, to see whether we can detect any trends correlated with an IR's %OA. But (except for the die-hards, who will never die), I think even this early sample already shows that the OA advantage is unlikely to be only or mostly a QB effect.] HM: "3. Productive versus less productive authors. My analysis of differences in Citation Impact differentials between productive and less productive authors may seem "a little complicated". My point is that if one selects from a set of papers deposited in ArXiv a paper authored by a junior (or less productive) scientist, the probability that this paper is co-authored by a senior (or more productive) author is higher than it is for a paper authored by a junior scientist but not deposited in ArXiv. Next, I found that papers co-authored by both productive and less productive authors tend to have a higher citation impact than articles authored solely by less productive authors, regardless of whether these papers were deposited in ArXiv or not. These outcomes lead me to the conclusion that the observed higher CID for less productive authors compared to that of productive authors can be interpreted as a quality bias."It still sounds a bit complicated, but I think what you mean is that (1) mixed multi-author papers (ML, with M = More productive authors, L = less productive authors) are more likely to be cited than unmixed multi-author (LL) papers with the same number of authors, and that (2) such ML papers are also more likely to be self-archived. (Presumably MM papers are the most cited and most self-archived of multi-author papers.) That still sounds to me like a variant on the citation/self-archiving correlation, and hence intepretable as either QA or QB or both. (Chawki Hajjem has also found that citation counts are positively correlated with the number of authors an article has: this could either be a self-citation bias or evidence that multi-authored paper tend to be better ones.) HM: "4. General comments. In the citation analysis by Kurtz et al. (2005), both the citation and target universe contain a set of 7 core journals in astronomy. They explain their finding of no apparent OA effect in his study of these journals by postulating that "essentially all astronomers have access to the core journals through existing channels". In my study the target set consists of a limited number of core journals in condensed matter physics, but the citation universe is as large as the total Web of Science database, including also a number of more peripherical journals in the field. Therefore, my result is stronger than that obtained by Kurtz at al.: even in this much wider citation universe, I do not find evidence for an OA advantage effect."I agree that CondMP is less preprint-intensive, less accessible and less endogamous than Astrophysics, but it is still a good deal more preprint-intensive and accessible than most fields (and I don't yet know what role the exogamy/enodgamy factor plays in either citations or the OAA: it will be interesting to study, among many other candidate metrics, once the entire literature is OA). HM: "I realize that my study is a case study, examining in detail 6 journals in one subfield. I fully agree with your warning that one should be cautious in generalizing conclusions from case studies, and that results for other fields may be different. But it is certainly not an unimportant case. It relates to a subfield in physics, a discipline that your pioneering and stimulating work (Harnad and Brody, D-Lib Mag., June 2004) has analysed as well at a more aggregate level. I hope that more case studies will be carried out in the near future, applying the methodologies I proposed in my paper."Your case study is very timely and useful. However, robot-based studies based on much larger samples of journals and articles have now confirmed the OAA in many more fields, most of them not preprint-based at all, and with access problems more severe than those of physics. Conclusions I would like to conclude with a summary of the "QB vs. QA" evidence to date, as I understand it: (1) Many studies have reported the OA Advantage, across many fields.This will all be resolved soon, and the outcome of our QA vs. QB comparison for mandated vs. self-selected self-archiving already heralds this resolution. I am pretty confident that the empirical facts will turn out to have been the following: Yes, there is a QB component in the OA advantage (especially in the preprinting fields, such as astro, cond-mat and maths). But that QB component is neither the sole factor nor the largest factor in the OA advantage, particularly in the non-preprint fields with access problems -- and those fields constitute the vast majority. That will be the outcome that is demonstrated, and eventually not only the friends of OA but the foes of OA will have no choice but to acknowledge the new reality of OA, its benefits to research and researchers, and its immediate reachability through the prompt universal adoption of OA self-archiving mandates. Stevan Harnad & Chawki Hajjem American Scientist Open Access Forum Monday, November 20. 2006The Self-Archiving Impact Advantage: Quality Advantage or Quality Bias?
Michael Kurtz's papers have confirmed that in astronomy/astrophysics (astro), articles that have been self-archived -- let's call this "Arxived" to mark it as the special case of depositing in the central Physics Arxiv -- are cited (and downloaded) twice as much as non-Arxived articles. Let's call this the "Arxiv Advantage" (AA). Henneken, E. A., Kurtz, M. J., Eichhorn, G., Accomazzi, A., Grant, C., Thompson, D., and Murray, S. S. (2006) Effect of E-printing on Citation Rates in Astronomy and Physics. Journal of Electronic Publishing, Vol. 9, No. 2, Summer 2006Kurtz analyzed AA and found that it consisted of at least 2 components: (1) EARLY ACCESS (EA): There is no detectable AA for old articles in astro: AA occurs while an article is young (1-3 years). Hence astro articles that were made accessible as preprints before publication show more AA: This is the Early Access effect (EA). But EA alone does not explain why AA effects (i.e., enhanced citation counts) persist cumulatively and even keep growing, rather than simply being a phase-advancing of otherwise unenhanced citation counts, in which case simply re-calculating an article's age so as to begin at preprint deposit time instead of publication time should eliminate all AA effects -- which it does not. (2) QUALITY BIAS (QB): (Kurtz called the second component "Self-Selection Bias" for quality, but I call it self-selection Quality Bias, QB): If we compare articles within roughly the same citation/quality bracket (i.e., articles having the same number of citations), the proportion of Arxived articles becomes higher in the higher citation brackets, especially the top 200 papers. Kurtz interprets this is as resulting from authors preferentially Arxiving their higher-quality preprints (Quality Bias). Of course the very same outcome is just as readily interpretable as resulting from Quality Advantage (QA) (rather than Quality Bias (QB)): i.e., that the Arxiving benefits better papers more. (Making a low-quality paper more accessible by Arxiving it does not guarantee more citations, whereas making a high-quality paper more accessible is more likely to do so, perhaps roughly in proportion to its higher quality, allowing it to be used and cited more according to its merit, unconstrained by its accessibility/affordability.) There is no way, on the basis of existing data, to decide between QA and QB. The only way to measure their relative contributions would be to control the self-selection factor: randomly imposing Arxiving on half of an equivalent sample of articles of the same age (from preprinting age to 2-3 years postpublication, reckoning age from deposit date, to control also for age/EA effects), and comparing also with self-selected Arxiving. We are trying an approximation to this method, using articles deposited in Institutional Repositories of institutions that mandate self-archiving (and comparing their citation counts with those of articles from the same journal/issue that have not been self-archived), but the sample is still small and possibly unrepresentative, with many gaps and other potential liabilities. So a reliable estimate of the relative size of QA and QB still awaits future research, when self-archiving mandates will have become more widely adopted. Henk Moed's data on Arxiving in Condensed Matter physics (cond-mat) replicates Kurtz's findings in astro (and Davis/Fromerth's, in math): Moed, H. F. (2006, preprint) The effect of 'Open Access' upon citation impact: An analysis of ArXiv's Condensed Matter SectionMoed too has shown that in cond-mat the AA effect (which he calls CID "Citation Impact Differential") occurs early (1-3 years) rather than late (4-6 years), and that there is more Arxiving by authors of higher-quality (based on higher citation counts for their non-Arxived articles) than by lower-quality authors. But this too is just as readily interpretable as the result of QB or QA (or both): We would of course expect a high correlation between an author's individual articles' citation counts and the author's average citation count, whether the author's citation count is based on Arxived or non-Arxived articles. These are not independent variables. (Less easily interpretable -- but compatible with either QA or QB interpretations -- is Moed's finding of a smaller AA for the "more productive" authors. Moed's explanations in terms of co-authorships between more productive and less productive authors, senior and junior, seem a little complicated.) The basic question is this: Once the AA has been adjusted for the "head-start" component of the EA (by comparing articles of equal age -- the age of Arxived articles being based on the date of deposit of the preprint rather than the date of publication of the postprint), how big is that adjusted AA, at each article age? For that is the AA without any head-start. Kurtz never thought the EA component was merely a head start, however, for the AA persists and keeps growing, and is present in cumulative citation counts for articles at every age since Arxiving began. This non-EA AA is either QB or QA or both. (It also has an element of Competitive Advantage, CA, which would disappear once everything was self-archived, but let's ignore that for now.) Harnad, S. (2005) OA Impact Advantage = EA + (AA) + (QB) + QA + (CA) + UA. Preprint.Moed's analysis, like Kurtz's, cannot decide between QB and QA. The fact that most of the AA comes in an article's first 3 years rather than its second 3 years simply shows that both astro and cond-mat are fast-developing fields. The fact that highly-cited articles (Kurtz) and articles by highly-cited authors (Moed) are more likely to be Arxived certainly does not settle the question of cause and effect: It is just as likely that better articles benefit more from Arxiving (QA) as that better authors/articles tend to Arxive/be-Arxived more (QB). Nor is Arxiv the only test of the self-archiving Open Access Advantage. (Let's call this OAA, generalizing from the mere Arxiving Advantage, AA): We have found an OAA with much the same profile as the AA in 10 further fields, for articles of all ages (from 1 year old to 10 years old), and as far as we know, with the exception of Economics, these are not fields with a preprinting culture (i.e., they don't self-archive preprublication preprints but only postpublication postprints). Hence the consistent pattern of OAA across all fields and across articles of all ages is very unlikely to have been just a head-start (EA) effect. Hajjem, C., Harnad, S. and Gingras, Y. (2005) Ten-Year Cross-Disciplinary Comparison of the Growth of Open Access and How it Increases Research Citation Impact. IEEE Data Engineering Bulletin 28(4) pp. 39-47.Is the OAA, then, QB or QA (or both)? There is no way to determine this unless the causality is controlled by randomly imposing the self-archiving on a subset of a sufficiently large and representative random sample of articles of all ages (but especially newborn ones) and comparing the effect across time. In the meantime, here are some factors worth taking into account: (1) Both astro and and cond-mat are fields where it has been repeatedly claimed that the accessibility/affordability problem for published postprints is either nonexistent (astro) or less pronounced than in other fields. Hence the only scope for an OAA in astro and cond-mat is at the prepublication preprint stage. (2) In many other fields, however, not only is there no prepublication preprint self-archiving at all, but there is a much larger accessibility/affordability barrier for potential users of the published article. Hence there is far more scope for OAA and especially QA (and CA): Access is a necessary (though not a sufficient) causal precondition for impact (usage and citation). It is hence a mistake to overgeneralize the phys/math AA findings to OAA in general. We need to wait till we have actual data before we can draw confident conclusions about the degree to which the AA or the OAA are a result of QB or QA or both (and/or other factors, such as CA). For the time being, I find the hypothesis of a causal QA (plus CA) effect, successfully sought by authors because they are desirous of reaching more users, far more plausible and likely than the hypothesis of an a-causal QB effect in which the best authors are self-archiving merely out of superstition or vanity! (And I suspect the truth is a combination of both QA/CA and QB.) Stevan Harnad American Scientist Open Access Forum Monday, September 25. 2006125 Provosts For, 10 Against FRPAA Self-Archiving MandatePeter Suber has already provided an excellent critique of the letter from a dissenting minority of 10 US provosts who oppose the proposed FRPAA Self-Archiving Mandate (versus the other 125 provosts who support it): But one can never say enough in support of a good thing (and against a bad one!), so what follows below is a detailed, systematic, point-by-point critique of the dissenting provosts' position and the arguments adduced in its support. It is fairly obvious that there is a biomedical publisher lobby behind some or all of these dissenting voices, since the statements of these 10 dissenting provosts (several of them members of executive committees of the American Physiological Society!) are almost a verbatim echo of the very same points that the publishing lobby has been making over and over, in trying to oppose self-archiving mandates worldwide [1, 2, 3, 4, 5], hence the accompanying press release from the American Physiological Society ["APhS"](not to be confused with the American Physical Society!) from which more will be heard below too [6, 7, 8]. (The attempted opposition to self-archiving mandates has already proven unsuccessful in the UK, where four of eight RCUK research funding councils have already mandated self-archiving, beginning October 1 2006.) But never mind, we will take the points made in both the American Physiological Society press release and the letter from the ten provosts at face value: On Fri, 22 Sep 2006, Martin Frank (American Physiological Society ["APhS"]) wrote:(If the $3 billion dollar figure is pertinent at all, then the first thing to call to mind is the more than $30 billion dollars in annual research investments of the 125 institutions that had expressed exactly the opposite concern...) But let us look at this more closely, for on the face of it, the effect of making research Open Access has already been demonstrated to have a highly positive impact on its impact (sic) -- i.e., the degree to which it is accessed, used, and cited. So now let us hear more about the alleged downside of this -- but let us be very careful to separate its actual impact on the academic community (which we already know to be positive) from its hypothetical impact on (some) publishers. For, lest we forget it: researchers do not conduct research -- nor does the tax-paying public fund research -- for the benefit of publishers [9, 10, 11, 12]. (APhS): In signing the letter in opposition to S.2695, Dr. Robert Rich, Senior Vice President and Dean, University of Alabama at Birmingham School of Medicine, expressed his concern that "the legislation would damage the special relationship between scholarly societies and academic communities who work in partnership to ensure that these communities are sustained and extended, science is advanced, research meets the highest standards, and patient care is enhanced with accurate and timely information."The sole point at issue with the FRPAA is whether or not self-archiving should be mandated. All evidence so far shows that self-archiving enhances research impact. No evidence so far shows that self-archiving reduces scholarly society publisher revenues, and this has been explicitly confirmed by the two scholarly society publishers whose published contents have been self-archived the longest and the most, the American Physical Society and the Institute of Physics Publishing: They both report that they have detected no subscription losses as a consequence of self-archiving. Nevertheless, some scholarly society publishers fear, despite the absence of any actual evidence, that self-archiving will cause "damage" if mandated by the FRPAA (and by other research funders and institutions worldwide). No one knows whether or when these fears of damage will actually come true, but let us agree that there is a non-zero risk for publisher subscription revenues here, and that it is definitely not outside the bounds of either logic or likelihood that universal availability of authors' final drafts could eventually generate cancellation pressure on subscriptions. Yet what needs to be done by the academic community is to weigh this hypothetical risk to publishers' subscription revenues against the demonstrated benefits to the research impact of researchers, their institutions, their funders, and the tax-paying public that funds them. Hence there are two very concrete questions that researchers and their institutions and funders need to put to themselves regarding this "special relationship" with scholarly society publishers: (i)Would (or should) researchers, their institutions and their funders knowingly choose to subsidise their scholarly societies with their own actual lost research impact in order to immunise those scholarly societies from any hypothetical risk of lost subscription revenue? (ii) If, contrary to all evidence to date, self-archiving were indeed destined one day to cause publisher revenue losses -- or even to force a shift to the open-access publishing cost-recovery model (with author-institutions paying the publication costs for their own institution's research output out of their own windfall savings from the cancellation of their former costs as user-institutions, buying in the published output of other institutions) -- is the prevention ofthat hypothetical outcome something that researchers, their institutions and their funders would (or should) knowingly choose to subsidise with their own actual lost research impact? (APhS): Rich also expressed concern that "S.2695 would divert scarce Federal dollars away from research in order to provide a service already provided to the public by society publishers."It is already a speculative hypothesis that self-archiving would damage subscription revenue; but it is wildly counterfactual to say that FRPAA is about diverting funds away from research in order to pay publishers! FRPAA is not a mandate to convert to OA publishing: it is a mandate to convert to author self-archiving. FRPAA says nothing about diverting funding from research to publication. The hypothetical long-term sequel of mandated self-archiving -- a conversion from institutional subscription-charges to institutional publication charges -- is merely speculation, in the absence of any objective supporting evidence (and in the face of counter-evidence). But even if the hypothesis were ever to prove true, it would not mean diverting a penny of research money from research funding to publication costs! It would mean redirecting the very same money that institutions currently spend on subscription charges toward paying instead for publication charges. (APhS): The nonprofit publishers comprising the DC Principles Coalition are among those who are able to provide public access to literature either immediately or within months of publication without government mandate through corporate and academic subscriptions.This is playing loose with the words "public access." The purpose of an Open Access self-archiving mandate is to provide access to all those would-be users who do not have subscription access, today. Voluntary provision of OA by publishers is of course very welcome, but it is far too few and far between. And the research impact loss problem is now, and urgent. It would be absurd for the research community to continue sustaining needless annual impact losses in order to wait passively for publisher voluntarism to decide whether and when to remedy them. If publisher voluntarism were indeed inclined to put an end to those impact losses, surely publishers would not be lobbying against the FRPAA self-archiving mandate: they would be supporting it: The distributed author mandate would be saving them the trouble of having to provide OA themselves, from their own resources! But it is clearly for access-denial, not access-provision, that (some) publishers are lobbying here. Let there be no doubt about that, and that the voluntarism of the DC Principles Coalition is far too little, too late. (APhS): According to Martin Frank, Ph.D., Executive Director of the American Physiological Society (APS) and a member of the Coalition, "a six-month release mandate may force some journals to shift to a publication model requiring authors to pay for their publications through their Federal grants, diminishing funds available for research to benefit the public good."(1) As noted, this hypothesis -- that mandated self-archiving will cause a conversion to the OA publishing cost-recovery model -- is pure speculation at this time, with no evidence in its support, and the prominent evidence from both the American Physical Society and IOPP contradicting it.Martin Frank, Ph.D. (2) But let us suppose, for the sake of argument, that the hypothesis should one day come to pass: does this mean "diminishing funds available for research to benefit the public good"? (3) What Martin Frank seems to be forgetting in his calculations is that in order to force a shift to the OA publishing cost-recovery model, there first have to be substantial revenue losses for publishers, from institutional subscription cancellations. (4) But for every single penny of revenue lost by publishers in the form of institutional subscription cancellations, there has to be a penny saved by institutions, in the form of windfall savings. (5) Hence if publisher revenue losses were ever indeed to force a shift to the OA cost-recovery model, the institutions would have a large annual pot of windfall savings from incoming subscription cancellations upon which to draw, in order to begin paying instead for their own outgoing publication costs. (6) Hence there would be nothing at all "requiring authors to pay for their publications through their Federal grants, diminishing funds available for research to benefit the public good." (7) The only thing that would have happened would be the augmentation of the public good derived from research, by maximising its access, usage and impact -- whether or not the hypothetical shift in publish models came to pass. (8) It is only now -- when there are neither any institutional subscription cancellation pressures, nor any institutional subscription windfall savings -- that it looks as if paying OA publishing costs would require diverting money form research. (9) Hence it is both self-serving and self-contradictory to float both the "damage" hypothesis and the "research fund diversion" hypothesis in the same breath: If the "damage" is subscription revenue loss, then that is also the diversion: no need to poach research funds! Issued on September 22, 2006, the letter reads:If this were indeed clearly thought-through and sincerely meant, we could stop right here. Because "the broadest dissemination of scientific literature" is Open Access, and the FRPAA self-archiving mandate will provide Open Access. Letter: However, mandating a six-month public release of journal articles would have negative unintended consequences for the academic community.Are these hypothetical negative unintended consequences negative for the academic community (i.e., researchers and their institutions and users), or for the publishing community? (The two are completely conflated in what follows below.) Letter: The free posting of unedited author manuscripts by government agencies [1] threatens the integrity of the scientific record, [2] potentially undermines the publisher peer review process, and [3] is not a smart use of funds that could be better used for research.(0) The posting is by authors, not by government agencies: the FRPAA proposal is for the government agencies to mandate that the authors post the manuscripts. (1) How does posting a free final, peer-reviewed, accepted draft of the author's paper for those would-be users webwide who cannot afford access to the publisher's version of record "threaten the integrity of the scientific record"? (2) What the FRPAA proposes to require to post is the author's final, peer-reviewed draft, accepted for publication; the only thing it might be missing is some copy-editing: How does that "undermine the publisher peer review process"? (3) And is it, then, smarter use of funds to subsidise copy-editing with lost research impact? If copy-editing is such an important added-value, what are publishers worried about? The subscription smart-money will then just keep on paying for it, since that added-value is missing from the author's peer-reviewed final draft, which is merely a supplement for those who cannot afford the publisher's official copy-edited version of record, online or on paper. (But please let's leave the "peer review process" out of this, because it is not even at issue. The peers review for free, as a service to both authors and publishers; their services are not what the subscription money is being spent on.) Letter: Scientific publishers, in collaboration with academic institutions, scientists, and libraries, have been at the forefront of innovations that have improved and continue to improve access to research information. As a result, more scientific papers are now available to more people than at any time in history.Absolutely true, and commendable, but irrelevant. Because it is not enough. Substantial amounts of potential research impact are still being needlessly lost, cumulatively, in an online age when this loss can easily be prevented, once and for all, at long last. The supplementary self-archived author's draft is for all those would-be users whose institutions cannot afford the above-mentioned "innovations and improvements." For without the author's self-archived version, they have no access at all. For an estimate of how many users are being denied access -- and hence how many authors are being denied impact -- simply look at the studies thay show the degree to which self-archiving enhances article usage and impact. Letter: Even when federal funds support the research reported in journal articles, these funds do not cover the costs associated with turning raw data into archived scientific manuscripts. The cost of peer review, copy editing, formatting, printing, online publication, search engine development, and permanent archiving ranges from $2,500 - $10,000 per article.Even without challenging those figures, one can point out that all those costs are currently being paid, in full, by subscriptions, with no evidence that self-archiving reduces those subscriptions. If and when self-archiving should ever reduce those subscriptions enough to require another way of meeting those costs, the costs will be met out of the windfall subscription savings. But for now, this is mere speculation. The only thing that is not speculation is the demonstrated benefits of OA self-archiving to research and researchers, in enhancing research usage and impact. Nor -- as long as we are speculating -- is it at all clear that if self-archiving were indeed ever to induce subscription cancellations, that "the cost of peer review, copy editing, formatting, printing, online publication, search engine development, and permanent archiving [$2,500 - $10,000 per article]" would all prove irreducible: It is not only hypothetically possible but quite likely that the cost of implementing peer review [since the peers review for free] could turn out to be the only essential remaining publication cost, and that is only about $500 per article. The value of copy editing remains to be determined empirically, but formatting, printing, online publication, search engine development, and permanent archiving look very much like the kinds of things that could readily be offloaded onto authors and their institutions, with their distributed network of OA IRs and their distributed and hence much diluted costs per article, nowhere near the current $2,500 - $10,000 figure. The above is of course all just speculation too, but hypothetical speculation invariably breeds counterspeculation. The only certainty here is that mandated OA self-archiving will be highly beneficial to research usage and impact, as has already been repeatedly demonstrated empirically."The True Cost of the Essentials (Implementing Peer Review)" (Feb 2000) Letter: At present, publishers cover these publication costs through the sale of subscriptions. A Federal policy mandating public access after six months would threaten the financial viability of many of these journals through the loss of subscription revenues, forcing them to identify other means to cover costs.First, to repeat: There is no evidence to date that this hypothesis is correct, even in fields that have been self-archiving at 100% for years now. But should the hypothesis ever prove true, then, yes, it will be necessary to "identify other means to cover costs" (whatever those irreducible costs turn out to be). And the other means of covering those costs is already obvious: Author-institution payment of publishing costs out of institutions' own windfall subscription savings. Even without cost-cutting and new efficiencies (such as phasing out the paper edition and relying on the worldwide network of OA IRs to provide access, hence leaving only the cost of implementing the peer review service), a forced shift to the OA publishing cost-recovery model after 100% OA had already been reached via mandated self-archiving would merely mean that the money that currently changes hands between institutions and publishers in the form of subscription costs would instead change hands between institutions and publishers in the form of publishing costs. Note, though, that no matter how shrilly one raises the volume on the hypothesizing and counter-hypothesizing, it is still merely a speculation that mandated self-archiving will force a shift in publishing models. The only objective certainty is that mandated self-archiving will greatly benefit research impact. Letter: One such means is to shift the costs to the scientists/authors. This is the business model currently used by the Public Library of Science, for example, which recently increased fees to $2,500 per manuscript. These fees either come from [1] the author's Federal research grant -- thereby decreasing the amount available for research -- or [2] from the university, which could ultimately lead to higher institutional costs than those needed for journal subscriptions.PLoS and other OA publishers today are struggling to make ends meet in a world where spontaneous OA self-archiving is still only hovering at 15%, and 100% of institutional journal budgets are still tied up in covering subscription costs. Hence these brave new OA publishers need to find other sources to pay their OA publishing costs. But on the above hypothetical scenario, a forced shift to OA publishing caused by mandated self-archiving would result from institutional subscription cancellations! Hence the institutions could then use their own windfall savings to pay the irreducible costs in another way: via the OA publishing model. No need to poach from either research funding (1) or other institutional resources (2). Letter: In fact, some studies have already shown that research intensive universities would have to pay considerably more to gain access to the same amount of research under an author-pays model than a subscription model.This is compounding speculation with speculation, since no one knows what the true costs would turn out to be, under pressure from subscription revenue declining to unsustainable levels because of institutional cancellations. There is clearly more than enough money in the system already to sustain publication today. Research-intensive universities are also subscription-intensive universities, so one would have to see just what assumptions are being made by studies that claim that these universities would be worse off if there were ever a transition to OA publishing. The only thing that is sure is that all research institutions would be far better off in terms of their own research impact (and access). The rest is all speculation, assumptions, and guesstimation. Letter: Mandating free dissemination of scientific manuscripts within six months would significantly limit the ability of non-profit and commercial publishers to cover the upfront reviewing, editing, and production costs of creating these manuscripts. Some journals would simply cease to exist. Others would be much less able to support innovation in scientific publishing and archiving. Ultimately, this could lead to a system in which NIH and other federal agencies must sustain a significant portion of the research publishing enterprise, maintaining 100+ years of archival journals, as well as producing new research articles.Not only is this merely a shriller version of the speculative scenario already mooted above, at a still higher volume, but it throws in a nonsensical and irrelevant alarum about legacy archiving, something that is not even at issue in the FRPAA self-archiving mandate, which only covers prospective author self-archiving, not retrospective journal archiving. (Let the journals hand over their legacy archives, and I'm sure the research and funder community will know what to do about them: don't fret about the cost...) On the coverage of the prospective costs if/when subscriptions should become unsustainable, the obvious answer remains the same: institutions will cover those costs out of their own subscription savings. Letter: As a member of the Senate Budget Committee, you are certainly sensitive to the various forces that shape and reshape the Federal budget from year to year. Recently, for example, we learned that the Biomolecular Interaction Network Database -- the world's largest free repository for proteomic data -- lost its funding and curtailed its curation efforts. As leaders in our respective academic institutions, we are profoundly concerned that one unintended consequence of S. 2695 would be to put both our current research publications and our research archives in jeopardy.The FRPAA self-archiving mandate devolves on the distributed network of institutional repositories (IRs) of all the US research institutions. In the unlikely event that someone would ever want to pull the plug on a major central repository such as PubMed Central, the primary research providers, the universities themselves, are certainly likely to become more and more reliant on the IRs, rather than less and less, in our distributed online, networked age. And the costs of creating and maintaining individual OA IRs are so risibly low that it is absurd even to discuss them. So the obvious and optimal prophylaxis against any risk of central funding loss for central archives is for researchers to do all their self-archiving locally, in their own institution's IR, and let central collections be harvests from those IRs, rather a locus for direct central self-archiving. Translation: Based on our evidence-free and counter-evidential speculations about risk to publishers, we urge you to renounce the demonstrated benefits to research, researchers, and the tax-paying public that funds them."Central vs. Distributed Archives" (began Jun 1999)(APhS) Given the widespread access to the scientific literature that already exists and the negative unintended consequences this bill will have on the academic community, we urge you to reconsider whether S.2695 is needed. Thank you for considering our request.As noted above, it would be absurd for the research community to keep sustaining its needless annual impact losses and just sit waiting passively for publisher voluntarism to decide whether and when to remedy them: The voluntarism of the DC Principles Coalition is far too little, too late. Stevan Harnad American Scientist Open Access Forum
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