{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T15:12:12Z","timestamp":1776438732778,"version":"3.51.2"},"reference-count":65,"publisher":"MDPI AG","issue":"8","license":[{"start":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T00:00:00Z","timestamp":1776384000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Sensors"],"abstract":"<jats:p>The aim of the current study was to examine whether weekly dynamic stress load (DSL) volume could be associated with competition internal and external load outcomes in professional soccer players. Weekly DSL volume was recorded across standardized one-match microcycles. Match outcomes included total distance covered (TDC), high-speed running distance (HSRD), sprint distance (SPRD), high-intensity accelerations (HIACC), high-intensity decelerations (HIDEC), high-metabolic-load distance (HMLD), time spent &gt; 85% of maximum heart rate (HRmax), and Edwards training impulse (Edwards\u2019 TRIMP). Analyses of our results revealed that higher weekly DSL volume was associated with greater time &gt; 85%HRmax in the first half (\u03b2 = 0.00647; p = 0.002) and second half (\u03b2 = 0.00764; p = 0.026). In the second half, weekly DSL was negatively associated with HSRD (\u03b2 = \u22120.3068; p &lt; 0.001) and SPRD (\u03b2 = \u22120.0619; p &lt; 0.001), and positively with HMLD (\u03b2 = 0.3532; p = 0.002). Across the full match, weekly DSL was negatively associated with TDC (\u03b2 = \u22120.5080; p = 0.002), HSRD (\u03b2 = \u22120.4159; p &lt; 0.001), SPRD (\u03b2 = \u22120.0988; p &lt; 0.001), HIACC (\u03b2 = \u22120.0265; p = 0.003), and Edwards\u2019 TRIMP (\u03b2 = \u22120.2251; p = 0.001). Weekly DSL volume may represent an important monitoring tool providing useful information for practitioners aiming to manage fatigue and support competition performance maintenance; however, these findings should be interpreted cautiously until confirmed in larger samples.<\/jats:p>","DOI":"10.3390\/s26082496","type":"journal-article","created":{"date-parts":[[2026,4,17]],"date-time":"2026-04-17T14:24:51Z","timestamp":1776435891000},"page":"2496","update-policy":"https:\/\/doi.org\/10.3390\/mdpi_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Relationships Between Weekly Dynamic Stress Load Volume and Match-Play External and Internal Load: Half-Specific and Full-Competition Analyses in Professional Soccer Players"],"prefix":"10.3390","volume":"26","author":[{"given":"Nikolaos E.","family":"Koundourakis","sequence":"first","affiliation":[{"name":"Faculty of Sports Science and Physical Education, Metropolitan College, Campus Crete, 71202 Heraklion, Greece"},{"name":"Department of Clinical Chemistry\/Biochemistry, School of Medicine, University of Crete, Voutes, 71003 Heraklion, Greece"},{"name":"Sports Science Department, OFI Crete FC, 71303 Heraklion, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8842-2360","authenticated-orcid":false,"given":"Nikolaos","family":"Androulakis","sequence":"additional","affiliation":[{"name":"Hematology Laboratory, University Hospital of Heraklion, 71500 Heraklion, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Minas Panagiotis","family":"Ispirlidis","sequence":"additional","affiliation":[{"name":"Department of Physical Education and Sports Science, School of Physical Education, Sports and Occupational Therapy Science, Democritus University of Thrace, 69100 Komotini, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dimitra","family":"Sifaki-Pistolla","sequence":"additional","affiliation":[{"name":"Faculty of Psychology, Metropolitan College, Campus Crete, 71202 Heraklion, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Michalis","family":"Mitrotasios","sequence":"additional","affiliation":[{"name":"School of Physical Education & Sport Science, National & Kapodistrian University of Athens, 10558 Athens, Greece"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Adam L.","family":"Owen","sequence":"additional","affiliation":[{"name":"Research and Innovation Center on Sport (CRIS), Claude Bernard University Lyon 1, 69100 Villeurbanne, France"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1968","published-online":{"date-parts":[[2026,4,17]]},"reference":[{"key":"ref_1","doi-asserted-by":"crossref","first-page":"S2-2\u2013S2-8","DOI":"10.1123\/IJSPP.2016-0388","article-title":"Monitoring Training Loads: The Past, the Present, and the Future","volume":"12","author":"Foster","year":"2017","journal-title":"Int. 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