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The purpose of the current study was to investigate the feasibility of using body worn accelerometers to identify previous highlighted performance related biomechanical changes in terms of substantial differences across skill levels and skating phases. Twenty\u2010two ice hockey players of different caliber were equipped with two 3D accelerometers, located on the skate and the waist, as they performed 30\u00a0m forward skating sprints on an ice rink. Two measures of the temporal stride characteristics (contact time and stride time) and one measure of the propulsive power (stride propulsion) of a skating stride were calculated and checked for discriminating effects across (i) skill levels and (ii) sprint phases as well as for their (iii) strength of association with the sprint performance (total sprint time). High caliber players showed an increased stride propulsion (+22%, <jats:italic>P<\/jats:italic> &lt; 0.05) and shorter contact time (\u22125%, <jats:italic>P<\/jats:italic> &lt; 0.05). All three analysed variables highlighted substantial biomechanical differences between the accelerative and constant velocity phases (<jats:italic>P<\/jats:italic> &lt; 0.05). Stride propulsion of acceleration strides primarily correlated to total sprint time (<jats:italic>r<\/jats:italic> = \u22120.57, <jats:italic>P<\/jats:italic> &lt; 0.05). The results demonstrate the potential of accelerometers to assess skating technique elements such as contact time or elements characterizing the propulsive power such as center of mass acceleration, to gauge skating performance. Thus, the findings of this study might contribute to establishing wearable sensors for in\u2010field ice hockey skating performance analysis.<\/jats:p>","DOI":"10.1080\/17461391.2018.1563634","type":"journal-article","created":{"date-parts":[[2019,1,4]],"date-time":"2019-01-04T08:26:33Z","timestamp":1546590393000},"page":"893-901","update-policy":"https:\/\/doi.org\/10.1080\/tandf_crossmark_01","source":"Crossref","is-referenced-by-count":26,"title":["Towards a wearable monitoring tool for in\u2010field ice hockey skating performance analysis"],"prefix":"10.1002","volume":"19","author":[{"given":"Bernd J.","family":"Stetter","sequence":"first","affiliation":[{"name":"Institute of Sports and Sports Science Karlsruhe Institute of Technology (KIT) Engler\u2010Bunte Ring 15 76131 Karlsruhe Germany"},{"name":"Human Performance Laboratory Faculty of Kinesiology University of Calgary 2500 University Dr. NW Calgary Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Erica","family":"Buckeridge","sequence":"additional","affiliation":[{"name":"Whitespace, lululemon athletica inc. 1818 Cornwall Avenue Vancouver Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sandro R.","family":"Nigg","sequence":"additional","affiliation":[{"name":"Human Performance Laboratory Faculty of Kinesiology University of Calgary 2500 University Dr. NW Calgary Canada"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stefan","family":"Sell","sequence":"additional","affiliation":[{"name":"Institute of Sports and Sports Science Karlsruhe Institute of Technology (KIT) Engler\u2010Bunte Ring 15 76131 Karlsruhe Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Thorsten","family":"Stein","sequence":"additional","affiliation":[{"name":"Institute of Sports and Sports Science Karlsruhe Institute of Technology (KIT) Engler\u2010Bunte Ring 15 76131 Karlsruhe Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"311","published-online":{"date-parts":[[2019,1,4]]},"reference":[{"issue":"4","key":"e_1_2_10_2_1","first-page":"698","article-title":"Assessing stride variables and vertical stiffness with GPS\u2010embedded accelerometers: Preliminary insights for the monitoring of neuromuscular fatigue on the field","volume":"14","author":"Buchheit M.","year":"2015","journal-title":"Journal of Sports Science & Medicine"},{"key":"e_1_2_10_3_1","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0127324"},{"key":"e_1_2_10_4_1","doi-asserted-by":"publisher","DOI":"10.3390\/s18030873"},{"key":"e_1_2_10_5_1","doi-asserted-by":"publisher","DOI":"10.1007\/s40279-015-0332-9"},{"key":"e_1_2_10_6_1","volume-title":"Statistical power analysis for the behavioral sciences","author":"Cohen J.","year":"1988"},{"key":"e_1_2_10_7_1","doi-asserted-by":"publisher","DOI":"10.2165\/00007256-199519030-00004"},{"key":"e_1_2_10_8_1","doi-asserted-by":"publisher","DOI":"10.1249\/00005768-199512000-00019"},{"issue":"3","key":"e_1_2_10_9_1","first-page":"915","article-title":"Relationships to skating performance in competitive hockey players","volume":"21","author":"Farlinger C. 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