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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\u2014published in a highly-cited landmark publication\u2014have 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) <jats:italic>The structure of scientific revolutions<\/jats:italic> by Thomas S. Kuhn, (2) <jats:italic>The logic of scientific discovery<\/jats:italic>\u2014<jats:italic>Logik der Forschung: Zur Erkenntnistheorie der modernen Naturwissenschaft<\/jats:italic> in German\u2014, and (3) <jats:italic>Conjectures and refutations: the growth of scientific knowledge<\/jats:italic> by Karl R. Popper. It is not surprising\u2014as our results show\u2014that Kuhn\u2019s \u201cparadigm\u201d concept seems to have had a significant impact. What is surprising is that our results indicate a much larger impact of the concept \u201cparadigm\u201d than Kuhn\u2019s other concepts, e.g., \u201cscientific revolution\u201d. The paradigm concept accounts for about 40% of the concept-related citations to Kuhn\u2019s work, and its impact is resilient across all disciplines and over time. With respect to Popper, \u201cfalsification\u201d is the most used concept derived from his books. Falsification is the cornerstone of Popper\u2019s critical rationalism.<\/jats:p>","DOI":"10.1007\/s11192-019-03326-2","type":"journal-article","created":{"date-parts":[[2019,12,21]],"date-time":"2019-12-21T08:02:42Z","timestamp":1576915362000},"page":"1051-1074","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":45,"title":["Citation concept analysis (CCA): a new form of citation analysis revealing the usefulness of concepts for other researchers illustrated by exemplary case studies including classic books by Thomas S. Kuhn and Karl R. Popper"],"prefix":"10.1007","volume":"122","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0810-7091","authenticated-orcid":false,"given":"Lutz","family":"Bornmann","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8688-3390","authenticated-orcid":false,"given":"K. 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