Citation Analysis for Shared Print Programs

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Citation Analysis for Shared Print Programs Extracting citations from digitized doctoral dissertations (a first attempt)

Citation Analysis Definition: “bibliometric method used to identify patterns in scholars’ publication habits” Philip White, Using Data Mining for Citation Analysis, pre-print 2018 Questions to Answer: Are we preserving the right titles? Are we preserving enough copies? Can we make strategic collaborative decisions and develop core lists of titles across institutions that benefit all? Will the change from a local collection to an off-site collection affect what scholar’s use? Source of Citations: Doctoral dissertations and master’s theses digitized or born digital. Method of Citation Gathering: Python script and lots of regular expression extract the journal titles. Author’s name, Institution, Department, Publication Year obtained from metadata.

Same Citation Extracted From embedded/ocr text Sample Citation Same Citation Extracted From embedded/ocr text

Results Extracted 4,874 citations from 84 dissertations. Success rate for extracting citations ranged from 14% to 71%. 78% of the results from one dissertation were not journals, but other types of serial or multipart publications.   Number of Dissertations in the Sample by Year and Department Department 1970 2004 2009 2015 2016 2017 Total History 83 6 89 Political Science 1 Social Sciences 335 3,005 1,354 4,694 4,784

Questions Amy Wood awood@crl.edu