{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T13:42:23Z","timestamp":1776174143609,"version":"3.50.1"},"reference-count":50,"publisher":"MDPI AG","issue":"4","license":[{"start":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T00:00:00Z","timestamp":1776124800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Data"],"abstract":"<jats:p>Introduction: Monitoring training load is essential in elite soccer to optimize performance and reduce injury risk. The training-to-match load ratio (TMr) has emerged as a useful metric to contextualize training demands relative to competitive match exposure. The objective of this study was to compare daily and accumulated TMr between starters and non-starters over a professional season, considering microcycle day and playing position. Methods: Twenty players (Tier 3) from a professional team were monitored during a full competitive season (30 microcycles; 144 training sessions; 30 matches). External load variables, namely total distance (TD), high-speed distance (HSD), sprint distance (SPD), high metabolic load distance (HMLD), acceleration (ACC) and deceleration (DCC), were collected using 10 Hz GPS devices (STATSports). Daily and microcycle TMr were calculated relative to each player\u2019s maximal match value registered during a full competitive period. Linear mixed-effects models examined the effects of starting status, microcycle day, and playing position. Results: Linear mixed models revealed significant three-way interactions (status \u00d7 day \u00d7 position) for locomotor variables: TD (F = 3.36, p &lt; 0.001), HSD (F = 2.49, p &lt; 0.001), and SPD (F = 3.37, p &lt; 0.001). Starters accumulated higher loads on match day, whereas non-starters showed higher TMr on MD + 1 and MD + 2. Position-specific differences emerged during acquisition sessions (i.e., MD \u2212 5 to MD \u2212 3), particularly for wide midfielders (WMs) and central defenders (CDs). No significant three-way interactions were observed for ACC, DCC, or HMLD absolute loads (p &gt; 0.05), nor for any accumulated microcycle TMr metrics (p &gt; 0.05). Conclusions: TMr effectively differentiates preparation strategies between starters and non-starters. Although \u201ctop-up conditioning\u201d sessions increase early-week relative loads for non-starters, position-specific variations\u2013particularly in mechanical variables during acquisition sessions\u2013highlight the need for individualized load prescription.<\/jats:p>","DOI":"10.3390\/data11040084","type":"journal-article","created":{"date-parts":[[2026,4,14]],"date-time":"2026-04-14T12:23:56Z","timestamp":1776169436000},"page":"84","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Daily and Accumulated Training-to-Match Load Ratios in Professional Soccer: The Influence of Starting Status and Playing Position Across a Full Competitive Season"],"prefix":"10.3390","volume":"11","author":[{"given":"Alejandro","family":"Sierra-Casas","sequence":"first","affiliation":[{"name":"Faculty of Physical Activity and Sports Sciences, Universidad de Le\u00f3n, 24071 Le\u00f3n, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4159-6475","authenticated-orcid":false,"given":"Daniel","family":"Castillo","sequence":"additional","affiliation":[{"name":"Valoraci\u00f3n del Rendimiento Deportivo, Actividad F\u00edsica y Salud y Lesiones Deportivas (REDAFLED), Faculty of Education, University of Valladolid, 42004 Soria, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9813-2842","authenticated-orcid":false,"given":"Filipe Manuel","family":"Clemente","sequence":"additional","affiliation":[{"name":"Applied Research Institute (i2A), Polytechnic University of Coimbra, 3045-601 Coimbra, Portugal"},{"name":"Sport Physical Activity and Health Research & Innovation Center, 3045-601 Coimbra, Portugal"},{"name":"Department of Biomechanics, Gdansk University of Physical Education and Sport, 80-336 Gda\u0144sk, Poland"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0893-7573","authenticated-orcid":false,"given":"Alejandro","family":"Rodr\u00edguez-Fern\u00e1ndez","sequence":"additional","affiliation":[{"name":"Faculty of Physical Activity and Sports Sciences, Universidad de Le\u00f3n, 24071 Le\u00f3n, Spain"},{"name":"VALFIS Research Group, Institute of Biomedicine (IBIOMED), Universidad de Le\u00f3n, 24071 Le\u00f3n, Spain"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2026,4,14]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1080\/24733938.2017.1282163","article-title":"Quantification of In-Season Training Load Relative to Match Load in Professional Dutch Eredivisie Football Players","volume":"1","author":"Stevens","year":"2017","journal-title":"Sci. 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