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1321 andrew gelman stats-2012-05-15-A statistical research project: Weeding out the fraudulent citations


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Introduction: John Mashey points me to a blog post by Phil Davis on “the emergence of a citation cartel.” Davis tells the story: Cell Transplantation is a medical journal published by the Cognizant Communication Corporation of Putnam Valley, New York. In recent years, its impact factor has been growing rapidly. In 2006, it was 3.482 [I think he means "3.5"---ed.]. In 2010, it had almost doubled to 6.204. When you look at which journals cite Cell Transplantation, two journals stand out noticeably: the Medical Science Monitor, and The Scientific World Journal. According to the JCR, neither of these journals cited Cell Transplantation until 2010. Then, in 2010, a review article was published in the Medical Science Monitor citing 490 articles, 445 of which were to papers published in Cell Transplantation. All 445 citations pointed to papers published in 2008 or 2009 — the citation window from which the journal’s 2010 impact factor was derived. Of the remaining 45 citations, 44 cited the Me


Summary: the most important sentenses genereted by tfidf model

sentIndex sentText sentNum sentScore

1 John Mashey points me to a blog post by Phil Davis on “the emergence of a citation cartel. [sent-1, score-0.247]

2 ” Davis tells the story: Cell Transplantation is a medical journal published by the Cognizant Communication Corporation of Putnam Valley, New York. [sent-2, score-0.477]

3 In recent years, its impact factor has been growing rapidly. [sent-3, score-0.288]

4 When you look at which journals cite Cell Transplantation, two journals stand out noticeably: the Medical Science Monitor, and The Scientific World Journal. [sent-10, score-0.368]

5 According to the JCR, neither of these journals cited Cell Transplantation until 2010. [sent-11, score-0.295]

6 Then, in 2010, a review article was published in the Medical Science Monitor citing 490 articles, 445 of which were to papers published in Cell Transplantation. [sent-12, score-0.54]

7 All 445 citations pointed to papers published in 2008 or 2009 — the citation window from which the journal’s 2010 impact factor was derived. [sent-13, score-0.899]

8 Of the remaining 45 citations, 44 cited the Medical Science Monitor, again, to papers published in 2008 and 2009. [sent-14, score-0.427]

9 Three of the four authors of this paper sit on the editorial board of Cell Transplantation. [sent-15, score-0.402]

10 Two are associate editors, one is the founding editor. [sent-16, score-0.157]

11 The fourth is the CEO of a medical communications company. [sent-17, score-0.381]

12 What’s more, editors can protect these “reviews” from peer review if they are labeled as “editorial material,” as some are. [sent-20, score-0.257]

13 I’d think this sort of thing should be detectable using statistical analysis. [sent-22, score-0.101]

14 This seems like the sort of fight-fire-with-fire situation where there will be at least a partial technological solution. [sent-23, score-0.08]

15 Lots more interesting stuff on that blog, for example this post by Kent Anderson disparaging open-access publishing. [sent-30, score-0.091]


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Introduction: John Mashey points me to a blog post by Phil Davis on “the emergence of a citation cartel.” Davis tells the story: Cell Transplantation is a medical journal published by the Cognizant Communication Corporation of Putnam Valley, New York. In recent years, its impact factor has been growing rapidly. In 2006, it was 3.482 [I think he means "3.5"---ed.]. In 2010, it had almost doubled to 6.204. When you look at which journals cite Cell Transplantation, two journals stand out noticeably: the Medical Science Monitor, and The Scientific World Journal. According to the JCR, neither of these journals cited Cell Transplantation until 2010. Then, in 2010, a review article was published in the Medical Science Monitor citing 490 articles, 445 of which were to papers published in Cell Transplantation. All 445 citations pointed to papers published in 2008 or 2009 — the citation window from which the journal’s 2010 impact factor was derived. Of the remaining 45 citations, 44 cited the Me

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Introduction: John Mashey points me to a blog post by Phil Davis on “the emergence of a citation cartel.” Davis tells the story: Cell Transplantation is a medical journal published by the Cognizant Communication Corporation of Putnam Valley, New York. In recent years, its impact factor has been growing rapidly. In 2006, it was 3.482 [I think he means "3.5"---ed.]. In 2010, it had almost doubled to 6.204. When you look at which journals cite Cell Transplantation, two journals stand out noticeably: the Medical Science Monitor, and The Scientific World Journal. According to the JCR, neither of these journals cited Cell Transplantation until 2010. Then, in 2010, a review article was published in the Medical Science Monitor citing 490 articles, 445 of which were to papers published in Cell Transplantation. All 445 citations pointed to papers published in 2008 or 2009 — the citation window from which the journal’s 2010 impact factor was derived. Of the remaining 45 citations, 44 cited the Me

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