A citation index is a bibliographic database that provides citation links between documents. The first modern citation index was suggested by the researcher Eugene Garfield in 1955 and created by him in 1964, and it represents an important innovation to knowledge organization and information retrieval. This article describes citation indexes in general, considering the modern citation indexes, including Web of Science, Scopus, Google Scholar, Microsoft Academic, Crossref, Dimensions and some special citation indexes and predecessors to the modern citation index like (...) Shepard’s Citations. We present comparative studies of the major ones and survey theoretical problems related to the role of citation indexes as subject access points (SAP), recognizing the implications to knowledge organization and information retrieval. Finally, studies on citation behavior are presented and the influence of citation indexes on knowledge organization, information retrieval and the scientific information ecosystem is recognized. (shrink)

In recent years, the full text of papers are increasingly available electronically which opens up the possibility of quantitatively investigating citation contexts in more detail. In this study, we introduce a new form of citation analysis, which we call citation concept analysis (CCA). CCA is intended to reveal the cognitive impact certain concepts—published in a highly-cited landmark publication—have on the citing authors. It counts the number of times the concepts are mentioned (cited) in the citation context of citing publications. We (...) demonstrate the method using three classical highly cited books: (1) The structure of scientific revolutions by Thomas S. Kuhn, (2) The logic of scientific discovery—Logik der Forschung: Zur Erkenntnistheorie der modernen Naturwissenschaft in German—, and (3) Conjectures and refutations: the growth of scientific knowledge by Karl R. Popper. It is not surprising—as our results show—that Kuhn’s “paradigm” concept seems to have had a significant impact. What is surprising is that our results indicate a much larger impact of the concept “paradigm” than Kuhn’s other concepts, e.g., “scientific revolution”. The paradigm concept accounts for about 40% of the concept-related citations to Kuhn’s work, and its impact is resilient across all disciplines and over time. With respect to Popper, “falsification” is the most used concept derived from his books. Falsification is the cornerstone of Popper’s critical rationalism. (shrink)

The objective of this study is to compare the quantity of citations that retracted and nonretracted articles received in engineering based on articles indexed in the Web of Science database and published between 1945 and 2015. For data analysis, the Statistical Package for the Social Sciences was used along with the Kolmogorov–Smirnov, Mann–Whitney, Tukey–Kramer tests and descriptive statistics. The data set included 238 retracted and 236 nonretracted articles, with the retracted articles cited 2,348 times and nonretracted articles cited 2,957 (...) times. The results highlight that retraction does not end citation, thus threatening scientific credibility. (shrink)

I discuss a neglected solution to the skeptical problem introduced by Lewis Carroll’s “What the Tortoise Said to Achilles” (1895) in terms of a self-citational inferential license. I then consider some responses to this solution. The most significant response on behalf of the skeptic utilizes the familiar distinction between two ways of accepting a rule: as action-guiding and as a mere truth. I argue that this is ultimately unsatisfactory and conclude by opting for an alternative conception of rules as representations (...) of behavior deployed for various purposes, some theoretical and others practical. This alternative conception does not allow the skeptical problem to get off the ground. (shrink)

While many bibliometric techniques have been employed to represent the structure of academic research communities over the years, much of this work has been conducted on scientific fields as opposed to those in the humanities. Here we use graphing techniques to present two networks that allow us to explore the structure of a subset of the philosophy community by mapping the citations between philosophical texts on the topic of ontology (the study of what exists). We find a citation gap (...) between philosophers studying material and abstract objects, and between analytic and continental ontologists, but other predictions were not confirmed by this method. We conclude by considering several additional methods for further exploring both the structure of philosophy and other disciplines in the humanities. (shrink)

ArgumentIn this paper we comparatively explore three claims concerning the disciplinary character of economics by means of citation analysis. The three claims under study are: economics exhibits strong forms of institutional stratification and, as a byproduct, a rather pronounced internal hierarchy; economists strongly conform to institutional incentives; and modern mainstream economics is a largely self-referential intellectual project mostly inaccessible to disciplinary or paradigmatic outsiders. The validity of these claims is assessed by means of an interdisciplinary comparison of citation patterns aiming (...) to identify peculiar characteristics of economic discourse. In doing so, we emphasize that citation data can always be interpreted in different ways, thereby focusing on the contrast between a “cognitive” and an “evaluative” approach towards citation data. (shrink)

The purpose of this investigation is to develop a ranking of academic business ethics journals. For this, a revealed preference approach, also known as a citation impact method, was employed. The citation data were generated by using Google Scholar; h-index, g-index and hc-index were utilised to obtain a ranking. It was observed that the scores of these three indices correlated almost perfectly. This study also demonstrates that business ethics is a well-established discipline that should have its own set of recognised (...) academic outlets. (shrink)

References to publications written by women constitute a significantly larger proportion of citations in articles written by women than in articles written by men in the same subfields. Further, the difference between citation patterns of men and women authors increases as the proportion of women in the discipline decreases, showing that these women are doubly disadvantaged in accumulating citations. These results suggest that the problems of members of an out-group tend to be most serious when their numbers are (...) small and that they will find it increasingly easier to gain acceptance and recognition as their numbers increase. (shrink)

Citation metrics are statistical measures of scientific output that draw on citation indexes. They purport to capture the impact of scientific articles and the journals in which they appear. As evaluative tools they are mostly used in the natural sciences, but they are also acquiring an important role in the humanities. While the strengths and weaknesses of citation metrics are extensively debated in a variety of fields, they have only recently started attracting attention in the philosophy of science. This paper (...) takes a further step in this direction and presents an analysis of citation metrics from the perspective of a Kuhnian model for the development of science. To do so, it assesses the argument made against the use of citation metrics for scientific research by Gillies (2008). According to Gillies, citations metrics tend to over-protect normal science at the expenses of revolutionary science–in other words, reinforce the status quo rather than supporting innovations and breakthroughs. Unlike Gillies, this paper focuses on the context of normal science and shows that citation metrics can in fact arbitrarily hinder its development when they do not take field-specific differences into account. In light of this, the paper cautions against their use for evaluative purposes. To argue for this conclusion, the paper shows that citation metrics fail to “carve science at its joints” and thus cannot be relied upon as indicators of scientific quality that can support the development of normal science. (shrink)

Several uncorroborated, false, or misinterpreted conceptions have for years been widely distributed in academic publications, thus becoming scientific myths. How can such misconceptions persist and proliferate within the inimical environment of academic criticism? Examining 613 articles we demonstrate that the reception of three myth-exposing publications is skewed by an ‘affirmative citation bias’: The vast majority of articles citing the critical article will affirm the idea criticized. 468 affirmed the myth, 105 were neutral, while 40 took a negative stance. Once misconceptions (...) proliferate wide and long enough, criticizing them not only becomes increasingly difficult, efforts may even contribute to the continued spreading of the myths. (shrink)

IntroductionBisphenol A is highly debated and studied in relation to a variety of health outcomes. This large variation in the literature makes BPA a topic that is prone to selective use of literature, in order to underpin one’s own findings and opinion. Over time, selective use of literature, by means of citations, can lead to a skewed knowledge development and a biased scientific consensus. In this study, we assess which factors drive citation and whether this results in the overrepresentation (...) of harmful health effects of BPA.MethodsA citation network analysis was performed to test various determinants of citation. A systematic search identified all relevant publications on the human health effect of BPA. Data were extracted on potential determinants of selective citation, such as study outcome, study design, sample size, journal impact factor, authority of the author, self-citation, and funding source. We applied random effect logistic regression to assess whether these determinants influence the likelihood of citation.ResultsOne hundred sixty-nine publications on BPA were identified, with 12,432 potential citation pathways of which 808 citations occurred. The network consisted of 63 cross-sectional studies, 34 cohort studies, 29 case-control studies, 35 narrative reviews, and 8 systematic reviews. Positive studies have a 1.5 times greater chance of being cited compared to negative studies. Additionally, the authority of the author and self-citation are consistently found to be positively associated with the likelihood of being cited. Overall, the network seems to be highly influenced by two highly cited publications, whereas 60 out of 169 publications received no citations.ConclusionIn the literature on BPA, citation is mostly driven by positive study outcome and author-related factors, such as high authority within the network. Interpreting the impact of these factors and the big influence of a few highly cited publications, it can be questioned to which extent the knowledge development in human literature on BPA is actually evidence-based. (shrink)

BackgroundKnowledge development depends on an unbiased representation of the available evidence. Selective citation may distort this representation. Recently, some controversy emerged regarding the possible impact of swimming on childhood asthma, raising the question about the role of selective citation in this field. Our objective was to assess the occurrence and determinants of selective citation in scientific publications on the relationship between swimming in chlorinated pools and childhood asthma.MethodsWe identified scientific journal articles on this relationship via a systematic literature search. The (...) following factors were taken into account: study outcome (authors’ conclusion, data-based conclusion), other content-related article characteristics (article type, sample size, research quality, specificity), content-unrelated article characteristics (language, publication title, funding source, number of authors, number of affiliations, number of references, journal impact factor), author characteristics (gender, country, affiliation), and citation characteristics (time to citation, authority, self-citation). To assess the impact of these factors on citation, we performed a series of univariate and adjusted random-effects logistic regressions, with potential citation path as unit of analysis.ResultsThirty-six articles were identified in this network, consisting of 570 potential citation paths of which 191 (34%) were realized. There was strong evidence that articles with at least one author in common, cited each other more often than articles that had no common authors (odds ratio (OR) 5.2, 95% confidence interval (CI) 3.1–8.8). Similarly, the chance of being cited was higher for articles that were empirical rather than narrative (OR 4.2, CI 2.6–6.7), that reported a large sample size (OR 5.8, CI 2.9–11.6), and that were written by authors with a high authority within the network (OR 4.1, CI 2.1–8.0). Further, there was some evidence for citation bias: articles that confirmed the relation between swimming and asthma were cited more often (OR 1.8, CI 1.1–2.9), but this finding was not robust.ConclusionsThere is clear evidence of selective citation in this research field, but the evidence for citation bias is not very strong. (shrink)

This study provides a global perspective on citations of articles published in ten business ethics journals between 1999 and 2012 and establishes three findings. First, the results indicate that Journal of Business Ethics and Business and Society are the two top business ethics journals based on the distribution of normalized citations received. Second, although North America, particularly the US, remains the top producer of business ethics research, it has been surpassed by Europe in terms of weighted normalized research (...) citations received in 2012, implying a potential diminishing global role of US influence in business ethics research over time. Third, the top-ranked US institutions have reduced their business ethics research impact in recent years, while the European institutions have sharply increased theirs. (shrink)

Deliberations and discussions on inter-caste relationships in South Asia so far have been fixed within the confines of heterosexuality. Not only are heterosexual inter-caste relationships the default imagination of an inter-caste love, but also notions of heteronormativity dominate discussions of inter-caste love, relationship and, importantly, inter-caste marriages. In asking ‘queer’ questions about caste, this article analyses what an inter-caste dynamic means for social movements which rally around notions of love and desire or choose to reject them. This article recentres desire (...) and intimacy into caste to imagine queer (im)possibilities of dalit love. In doing so, the article asks: where is the dalit lover? Building upon conversations and interviews with five dalit-queer scholars, intellectuals and activists, as well as provocations offered by them, this article complicates ‘inter-caste love’ itself as a site of power and politics, of social categorisation as well as of critical theorisation. (shrink)

Citation metrics are statistical measures of scientific outputs that draw on citation indexes. They purport to capture the impact of scientific articles and the journals in which they appear. As evaluative tools, citation metrics are mostly used in the natural sciences, but they are also acquiring an important role in the humanities, thereby affecting the development of research programs and institutions. While the strengths and weaknesses of citation metrics are extensively debated in a variety of fields, they have only recently (...) started attracting attention in the philosophy of science. This paper takes a further step in this direction and presents an analysis of citation metrics from the perspective of a Kuhnian model for the development of science. To do that, it starts with an overview of citation metrics both at the general level and at the level of specific metrics, such as Impact Factor, h-index, and field-specific indicators. After that, it engages with Gillies’ argument against the use of citation metrics for scientific research. According to Gillies (2008), citation metrics tend to over-protect normal science at the expenses of revolutionary science. This paper shows that, under certain conditions, citation metrics can in fact arbitrarily hinder the development of normal science and, in light of this, it cautions against using them for evaluative purposes. (shrink)

This article defends the thesis that there are multiple points of exchange between the categories of “word” and “image” in Walter Benjamin’s Arcades Project. Benjamin describes the truth of the articulate wish of the past as “graphically perceptible” and the image as “readable.” In this respect the vocabulary of “word” and “image” that Benjamin’s early work had opposed are not just deployed in concert, but specific features of the vocabulary of “word” and “image” become exchangeable. The distinctive features of this (...) exchange can be used to expound on Benjamin’s peculiar understanding of revolutionary experience and the significance of the break that it marks with his early way of opposing the word and the image. In particular, the exchange of features between word and image can explain the mechanics and intended effect of his idea that the meaning of history can be perceived in an image. The study of this exchange also shows that although the framework of “graphic perception” entails an experience of motivating meaning that is epistemologically grounded, the citation model of history is unable to secure the extension of the sought after legibility of the nineteenth century to a recipient. (shrink)

The notion of science as a stratified system is clearly manifested in the markedly uneven distribution of productivity, rewards, resources, and recognition. Although previous studies have shown that institutional environments for conducting research differ significantly between national science systems, disciplines, and subfields, it remains to be shown whether any systematic variations and patterns in inequalities exist among researchers in different national and domain specific settings. This study investigates the positioning of citation elites as opposed to ‘ordinary’ researchers by way of (...) examining three dimensions of concentration (accumulation of publications and citations, specialisation, and institutional concentration) in biology, economics and physics in Denmark and the UK. Across all three dimensions, we put Richard Whitley’s bipartite theory to the test, suggesting a nexus between the intellectual structure of a discipline and the configuration of its elite. The study draws on a dataset of researchers who published most of their publications in either physics, biology, or economics over the 1980–2018 period and with at least one publication in 2017–2018 while affiliated to either a British or a Danish university. We find higher degrees of concentration in the UK compared to Denmark, and that physics and biology respectively display the greatest and lowest degree of concentration. Similar patterns in disciplinary differences are observed in both countries, suggesting that concentration patterns are largely rooted in disciplinary cultures and merely amplified by the national context. (shrink)

This essay argues that the Guodian citations relating to the Documents classic, when read together with other evidence regarding early manuscript cultures in China, contradict the dominant scholarly view in the present-day People’s Republic of China, which imagines not only a single Urtext for the pre-Qin Documents classic, but also a single textual community familiar with the same masterworks and Classics across the entire swathe of land held by the modern nation-state of China. Contrary to this view, the early (...) transmission of manuscripts, both oral and transcribed, generated multiple variants that allowed small textual communities to adapt their authoritative texts to local concerns and agendas and current affairs. (shrink)

We describe the ongoing citations to biomedical articles affected by scientific misconduct, and characterize the papers that cite these affected articles. The citations to 102 articles named in official findings of scientific misconduct during the period of 1993 and 2001 were identified through the Institute for Scientific Information Web of Science database. Using a stratified random sampling strategy, we performed a content analysis of 603 of the 5,393 citing papers to identify indications of awareness that the cited articles (...) affected by scientific misconduct had validity issues, and to examine how the citing papers referred to the affected articles. Fewer than 5% of citing papers indicated any awareness that the cited article was retracted or named in a finding of misconduct. We also tested the hypothesis that affected articles would have fewer citations than a comparison sample; this was not supported. Most articles affected by misconduct were published in basic science journals, and we found little cause for concern that such articles may have affected clinical equipoise or clinical care. (shrink)

Freudian and phenomenological approaches to subjectivity allow the existence of a residual core self. Recent work within cultural analysis and sociology has rejected such a residue. The writings of Judith Butler and Pierre Bourdieu are two cases in point. In the former case, this refusal functions to provide the possibility of reconstructable gendered identities. For Bourdieu, it confirms the primacy of the social. In both cases, the refusal is part of a case made against psychological essentialism. However, the campaign against (...) essentialism may not be served by the rejection of all aspects of the autonomous embodied self. As a test of the implications of this self-denial, an examination is made of the shift in transsexual discourse from the early culture of dissimulation to current trends of openness and the transcendence of dichotomous models of gender. It is shown that the model of citation found in the work of Judith Butler works poorly in the early stage, but works well in the later culture if stripped of its contingent association with dissimulation. The culture of open citation is shown to be dependent upon external certitudes which duplicate, in potentially stronger terms, the very essentialism which the rejection of residual selfhood was first meant to defeat. (shrink)

Empirically-informed philosophy of mind (EIPM) has become a dominant research style in the twenty-first century. EIPM relies on empirical results in various ways. However, the extant literature lacks an empirical description of how EIPM philosophers rely on empirical results. Moreover, though EIPM is essentially a form of cross-disciplinary research, it has not been analyzed as cross-disciplinary research so far. We aim to fill the above two gaps in the literature by producing quantitative and qualitative descriptions of EIPM as a kind (...) of cross-disciplinary research. Our descriptions aim to enable metaphilosophers to evaluate EIPM methodologically and epistemically. Our analyses use co-citation and categorization analyses informed by the literature on interdisciplinarity. We present five sets of descriptions and identify the three most common types of cross-disciplinary interactions in EIPM. The resulting descriptions enable us to locate two metaphilosophical challenges for EIPM philosophers. One concerns how they should incorporate empirical results in different disciplinary contexts, and the other concerns which theoretical virtue(s) they should aim for when tinkering with scientific theories. (shrink)

In C.Q. xxiii. 2 Dr. C. M. Bowra examined the Ennian phrases in the Aeneid which Virgil adopted but transformed. Bowra, whose object was to investigate the reasons which led Virgil to make slight changes in these echoes, naturally had nothing to say about those borrowings which remained unaltered in Virgil. Of these, perhaps the most striking is the allusion to Q. Fabius Maximus Cunctator in v. 846 above. The following points can be noted about the line: 1. It is (...) not a subconscious, or apparently purposeless, reminiscence of familiar words, a habit of which the best-known example is Aen. vi. 460, invitus, regina, tuo de litore cessi, cf. Cat. lxvi. 39. (shrink)

With the ever-growing accessibility of case law online, it has become challenging to manually identify case law relevant to one’s legal issue. In the Netherlands, the planned increase in the online publication of case law is expected to exacerbate this challenge. In this paper, we tried to predict whether court decisions are cited by other courts or not after being published, thus in a way distinguishing between more and less authoritative cases. This type of system may be used to process (...) the large amounts of available data by filtering out large quantities of non-authoritative decisions, thus helping legal practitioners and scholars to find relevant decisions more easily, and drastically reducing the time spent on preparation and analysis. For the Dutch Supreme Court, the match between our prediction and the actual data was relatively strong (with a Matthews Correlation Coefficient of 0.60). Our results were less successful for the Council of State and the district courts (MCC scores of 0.26 and 0.17, relatively). We also attempted to identify the most informative characteristics of a decision. We found that a completely explainable model, consisting only of handcrafted metadata features, performs almost as well as a less well-explainable system based on all text of the decision. (shrink)