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Insights from athletes can also inform adjustments to talent development models designed to facilitate Olympic success. The current study aims to describe the training practices of Olympic athletes and explore how these practices relate to the number of Olympic Games they have participated in. The sample consisted of 20 Olympic athletes who completed a retrospective questionnaire regarding their training and competition practices from youth through adulthood. The duration of practice varied significantly among Olympic athletes. Analysis revealed that total training time, as well as the percentage of time dedicated to velocity, strength, and conditioning practices, systematically increased during developmental years. The percentage of time devoted to technical training was higher during childhood and adolescence compared to velocity and strength training; however, it tended to decrease over this period. Notably, reaching an international competition level at younger ages was associated with more emphasis on physical conditioning through late adolescence and adulthood. However, early specialization in one's respective Olympic sport did not correlate with achieving peak performance in adulthood. These findings provide significant insight about how Colombian athletes reached the Olympic Games.<\/jats:p>","DOI":"10.1177\/17479541251363874","type":"journal-article","created":{"date-parts":[[2025,8,12]],"date-time":"2025-08-12T08:23:37Z","timestamp":1754987017000},"update-policy":"https:\/\/doi.org\/10.1177\/sage-journals-update-policy","source":"Crossref","is-referenced-by-count":2,"title":["Training and competition pathways to the Olympic games: Insights from developmental experiences of Colombian Olympians"],"prefix":"10.1177","author":[{"given":"Diego","family":"Sanch\u00e9z","sequence":"first","affiliation":[{"name":"University of Applied and Environmental Sciences, Faculty of Health Sciences, Bogota, Colombia"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0825-4032","authenticated-orcid":false,"given":"Diogo V.","family":"Martinho","sequence":"additional","affiliation":[{"name":"University of Coimbra, Faculty of Sport Sciences and Physical Education, Coimbra, Portugal"},{"name":"Laboratory of Robotics and Engineering Systems, Interactive Technologies Institute, Funchal, Portugal"}]},{"given":"Duarte","family":"Ara\u00fajo","sequence":"additional","affiliation":[{"name":"CIPER, Faculdade de Motricidade Humana, Universidade de Lisboa, Cruz Quebrada, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0927-692X","authenticated-orcid":false,"given":"\u00c9lvio R.","family":"Gouveia","sequence":"additional","affiliation":[{"name":"Laboratory of Robotics and Engineering Systems, Interactive Technologies Institute, Funchal, Portugal"},{"name":"University of Madeira, Department of Physical Education and Sport, Funchal, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6956-0514","authenticated-orcid":false,"given":"Ant\u00f3nio","family":"Figueiredo","sequence":"additional","affiliation":[{"name":"University of Coimbra, Faculty of Sport Sciences and Physical Education, Coimbra, Portugal"},{"name":"University of Coimbra, CIPER, FCDEFUC, Coimbra, Portugal"}]},{"given":"Nestor","family":"Saavedra","sequence":"additional","affiliation":[{"name":"University of Applied and Environmental Sciences, Faculty of Health Sciences, Bogota, Colombia"}]},{"given":"Adam","family":"Field","sequence":"additional","affiliation":[{"name":"Department of Sport and Exercise Science, Manchester Metropolitan University, Manchester, UK"}]},{"given":"Hugo","family":"Sarmento","sequence":"additional","affiliation":[{"name":"University of Coimbra, Faculty of Sport Sciences and Physical Education, Coimbra, Portugal"},{"name":"University of Coimbra, CIPER, FCDEFUC, Coimbra, Portugal"}]}],"member":"179","published-online":{"date-parts":[[2025,8,12]]},"reference":[{"key":"e_1_3_2_2_2","doi-asserted-by":"publisher","DOI":"10.3389\/fpsyg.2020.00664"},{"key":"e_1_3_2_3_2","doi-asserted-by":"publisher","DOI":"10.1016\/S1440-2440(00)80082-1"},{"key":"e_1_3_2_4_2","doi-asserted-by":"publisher","DOI":"10.1007\/s40279-016-0476-2"},{"key":"e_1_3_2_5_2","doi-asserted-by":"publisher","DOI":"10.1016\/bs.pbr.2017.03.004"},{"key":"e_1_3_2_6_2","first-page":"23","article-title":"Developmental biographies of Olympic super-elite and elite athletes: a multidisciplinary pattern recognition analysis","volume":"2","author":"G\u00fcllich A","year":"2019","unstructured":"G\u00fcllich A, Hardy L, Kuncheva L, et al. 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