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Among the main advantages mentioned is the potential possibility of creating individual ways of learning and teaching. The purpose of this article is to provide a description of the various approaches to adaptive learning, to present the comparative research results of a Polish-Ukrainian study, as well as to highlight the options offered by LMS Moodle (Modular object-oriented dynamic learning environment Learning Management System) for the implementation of adaptive learning and the possibility of taking into account the expectation of students regardless of the country. During the study, an online survey was administered to 59 students at the University of Silesia in Katowice (US), Poland and 121 students at the Borys Grinchenko Kyiv University (BGKU), Ukraine between March\u2013June 2020. All of the students were studying online due to the pandemic caused by COVID-19. The classes were conducted in synchronous and in asynchronous modes using e-learning courses in the Moodle system, as well as MS Teams for Polish students and Google Suite for Ukrainian students. At the same time, the majority of the surveyed students declared that they lack personalization, both in terms of materials and the learning process, which was limited in terms of fulfilment and they would like to have a choice of the level of study.<\/jats:p>","DOI":"10.1007\/s10639-021-10830-7","type":"journal-article","created":{"date-parts":[[2022,1,24]],"date-time":"2022-01-24T02:02:22Z","timestamp":1642989742000},"page":"6787-6818","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":37,"title":["Adaptive learning in university students\u2019 opinions: Cross-border research"],"prefix":"10.1007","volume":"27","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-1227-014X","authenticated-orcid":false,"given":"Eugenia","family":"Smyrnova-Trybulska","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Nataliia","family":"Morze","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Lilia","family":"Varchenko-Trotsenko","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2022,1,24]]},"reference":[{"key":"10830_CR1","volume-title":"Intelligenz-Struktur-Test: I-S-T 70","author":"R Amthauer","year":"1970","unstructured":"Amthauer, R. 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This article is only partially overlap (up to 10\u201320%) with Morze, N., Varchenko-Trotsenko, L., Terletska, T. & Smyrnova-Trybulska, E (2021). \u201cImplementation of adaptive learning at higher education institutions by means of Moodle LMS\u201d. Journal of Physics: Conference Series 1840 (2021) 012062 IOP Publishing doi:","order":4,"name":"Ethics","group":{"name":"EthicsHeading","label":"Additional comments"}}]}}