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When reflective thought occurs, it sometimes leads to negative thought and emotion cycles. To help explain these cycles, we draw from Psychology to introduce the concept of rumination\u2014anxious, perseverative cognition focused on negative aspects of the self\u2014as a result of engaging with personal data. Rumination is an important concept for the Human Computer Interaction community because it can negatively affect users\u2019 well-being and lead to maladaptive use. Thus, preventing and mitigating rumination is beneficial. In this conceptual paper, we differentiate reflection from rumination. We also explain how self-tracking technologies may inadvertently lead to rumination and the implications this has for design. Our goal is to expand self-tracking research by discussing these negative cycles and encourage researchers to consider rumination when studying, designing, and promoting tools to prevent adverse unintended consequences among users.<\/jats:p>","DOI":"10.1007\/s00779-021-01573-w","type":"journal-article","created":{"date-parts":[[2021,5,10]],"date-time":"2021-05-10T19:03:46Z","timestamp":1620673426000},"page":"601-616","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":78,"title":["Beyond self-reflection: introducing the concept of rumination in personal informatics"],"prefix":"10.1007","volume":"25","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-3099-8081","authenticated-orcid":false,"given":"Elizabeth Victoria","family":"Eikey","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Clara Marques","family":"Caldeira","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Mayara Costa","family":"Figueiredo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yunan","family":"Chen","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Jessica L.","family":"Borelli","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Melissa","family":"Mazmanian","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Kai","family":"Zheng","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2021,5,10]]},"reference":[{"key":"1573_CR1","doi-asserted-by":"publisher","first-page":"405","DOI":"10.1145\/2030112.2030166","volume-title":"Proceedings of the 13th international conference on Ubiquitous Computing","author":"I Li","year":"2011","unstructured":"Li I, Dey A, Forlizzi J (2011) Understanding my data, myself: supporting self-reflection with ubicomp technologies. 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