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Therefore, a novel model to analyze users\u2019 errors and insights is outlined that is derived from Rasmussen\u2019s model on different levels of cognitive processing, and integrates explorers\u2019 skills, schemes, and knowledge (skill\u2013rule\u2013knowledge model). After locating this model in the landscape of theories for visual analytics, the main building blocks of the model, where three cognitive processing levels are interlinked, are described in detail. A case study illustrates how the cognitive processing efforts can be identified from triangulated eye-tracking and think-aloud data. Finally, the model\u2019s applicability, challenges in measurement, and future research options are discussed.<\/jats:p>","DOI":"10.1177\/1473871615598641","type":"journal-article","created":{"date-parts":[[2015,8,19]],"date-time":"2015-08-19T21:40:36Z","timestamp":1440020436000},"page":"312-324","update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":3,"title":["Just the other side of the coin? From error to insight analysis"],"prefix":"10.1177","volume":"15","author":[{"given":"Michael","family":"Smuc","sequence":"first","affiliation":[{"name":"Danube University Krems, Krems, Austria"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"179","published-online":{"date-parts":[[2016,7,26]]},"reference":[{"key":"bibr1-1473871615598641","doi-asserted-by":"crossref","unstructured":"Lam H, Isenberg P, Isenberg T, BELIV\u201914\u2014proceedings of the fifth workshop on beyond time and errors: novel evaluation methods for visualization. New York: ACM, 2014, http:\/\/dx.doi.org\/10.1145\/2669557","DOI":"10.1145\/2669557"},{"key":"bibr2-1473871615598641","doi-asserted-by":"crossref","unstructured":"Bertini E, Plaisant C, Santucci G. BELIV\u201906: beyond time and errors; novel evaluation methods for information visualization. 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