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For this purpose, a sample of 41 professional soccer players was evaluated considering five anthropometric characteristics, 11 motor abilities (including sprint and acceleration performance, agility, power, and endurance) as regressors, and six variables describing MRP (time spent in running at &lt; 8 km\/h, 8\u201315 km\/h, 15.1\u201319 km\/h, 19.1\u201323 km\/h, &gt; 23 km\/h and total time spent in running) as criteria. Regression analysis identified significant regression models (p &lt; 0.05) predicting 8.1\u201315 km\/h, 19.1\u201323 km\/h, and total time spent in running variables for both sets of regressors, with morphology explaining 29.6%, 29.8%, and 37.4%, and motor abilities explaining 59.6%, 65.9% and 68.7% of criterion variables, respectively. It can be concluded that body composition variables such as muscle and fat percentages are associated with jogging, high-speed running, and total distance covered, whilst sprinting variables at 10, 20, and 30 m, the 10\/20 index, and the CMJ are associated with jogging and total distance covered. Also, the squat jump is associated with jogging, while shuttle run test performance is associated with high-speed running only. Results provide deep insight into the structure of relationships between MRP and both morphological and motor variables, which are essential to structure advanced training systems focused on optimization of MRP in elite soccer players.<\/jats:p>","DOI":"10.5114\/jhk\/207525","type":"journal-article","created":{"date-parts":[[2025,11,19]],"date-time":"2025-11-19T11:40:33Z","timestamp":1763552433000},"source":"Crossref","is-referenced-by-count":1,"title":["The Impact of Anthropometric Characteristics \nand Motor Abilities on Match Running Performance (MRP) \nin Elite Soccer Players: A Multiple Regression Approach"],"prefix":"10.5114","author":[{"given":"Radivoje","family":"Radakovi\u0107","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Borko","family":"Katani\u0107","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3328-0830","authenticated-orcid":true,"given":"Mima","family":"Stankovic","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Igor","family":"Jelaska","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Goran","family":"Jelaska","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"3061","published-online":{"date-parts":[[2025,11,19]]},"reference":[{"key":"ref-1585565","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0b013e318279423e"},{"key":"ref-1585566","doi-asserted-by":"publisher","DOI":"10.3390\/ijerph19052931"},{"key":"ref-1585567","doi-asserted-by":"publisher","DOI":"10.3389\/fphys.2024.1376047"},{"key":"ref-1585568","doi-asserted-by":"publisher","DOI":"10.1007\/s40279-024-02071-8"},{"key":"ref-1585569","doi-asserted-by":"publisher","DOI":"10.1001\/jama.2013.281053"},{"key":"ref-1585570","doi-asserted-by":"publisher","DOI":"10.1080\/24748668.2020.1746555"},{"key":"ref-1585571","doi-asserted-by":"publisher","DOI":"10.23736\/s0022-4707.17.06651-8"},{"key":"ref-1585572","doi-asserted-by":"publisher","DOI":"10.5114\/biolsport.2023.114289"},{"key":"ref-1585573","doi-asserted-by":"publisher","DOI":"10.1080\/15438627.2020.1809410"},{"key":"ref-1585574","doi-asserted-by":"publisher","DOI":"10.1080\/02640414.2014.884721"},{"key":"ref-1585575","doi-asserted-by":"publisher","DOI":"10.1055\/s-0030-1262838"},{"key":"ref-1585576","doi-asserted-by":"publisher","DOI":"10.1055\/a-0781-2473"},{"key":"ref-1585577","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0b013e3182610999"},{"key":"ref-1585578","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0b013e3181b7f743"},{"key":"ref-1585579","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0b013e3181e72709"},{"key":"ref-1585580","doi-asserted-by":"publisher","DOI":"10.31083\/j.jomh1807147"},{"key":"ref-1585581","doi-asserted-by":"publisher","DOI":"10.1016\/j.jsams.2020.04.015"},{"key":"ref-1585582","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0b013e3181889324"},{"key":"ref-1585583","doi-asserted-by":"publisher","DOI":"10.4067\/S0717-95022024000501306"},{"key":"ref-1585584","doi-asserted-by":"publisher","DOI":"10.1080\/24748668.2006.11868359"},{"key":"ref-1585585","doi-asserted-by":"publisher","DOI":"10.1055\/s-0032-1327660"},{"key":"ref-1585586","doi-asserted-by":"publisher","DOI":"10.2165\/00007256-200737090-00003"},{"key":"ref-1585587","doi-asserted-by":"publisher","DOI":"10.1519\/1533-4287(2004)18"},{"key":"ref-1585588","doi-asserted-by":"publisher","DOI":"10.1519\/JSC.0000000000001093"},{"key":"ref-1585589","doi-asserted-by":"publisher","DOI":"10.1113\/jphysiol.2007.139477"},{"key":"ref-1585590","doi-asserted-by":"publisher","DOI":"10.3390\/sports6040105"},{"key":"ref-1585591","doi-asserted-by":"crossref","unstructured":"Eston, R. 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