[{"data":1,"prerenderedAt":-1},["ShallowReactive",2],{"detail-sidebar-cat-0-en-105":3,"doc-seo-293126-105":59,"doc-detail-293126-en":131},{"code":4,"msg":5,"data":6},0,"success",[7,13,18,23,28,33,38,43,48,51,55],{"id":8,"doc_module":4,"doc_module_name":9,"category_name":10,"show_sort_weight":11,"slug":12},1,"Document","Story & Novel",90,"story-novel",{"id":14,"doc_module":4,"doc_module_name":9,"category_name":15,"show_sort_weight":16,"slug":17},2,"Literature",80,"literature",{"id":19,"doc_module":4,"doc_module_name":9,"category_name":20,"show_sort_weight":21,"slug":22},4,"Exam",70,"exam",{"id":24,"doc_module":4,"doc_module_name":9,"category_name":25,"show_sort_weight":26,"slug":27},5,"Comic",60,"comic",{"id":29,"doc_module":4,"doc_module_name":9,"category_name":30,"show_sort_weight":31,"slug":32},6,"Technology",50,"technology",{"id":34,"doc_module":4,"doc_module_name":9,"category_name":35,"show_sort_weight":36,"slug":37},7,"Healthcare",40,"healthcare",{"id":39,"doc_module":4,"doc_module_name":9,"category_name":40,"show_sort_weight":41,"slug":42},8,"Research & Report",30,"research-report",{"id":44,"doc_module":4,"doc_module_name":9,"category_name":45,"show_sort_weight":46,"slug":47},9,"Religion & Spirituality",20,"religion-spirituality",{"id":46,"doc_module":4,"doc_module_name":9,"category_name":49,"show_sort_weight":46,"slug":50},"World Cup","world-cup",{"id":52,"doc_module":4,"doc_module_name":9,"category_name":53,"show_sort_weight":52,"slug":54},10,"Lifestyle","lifestyle",{"id":56,"doc_module":4,"doc_module_name":9,"category_name":57,"show_sort_weight":24,"slug":58},19,"General","general",{"code":4,"msg":60,"data":61},"ok",{"site_id":62,"language":63,"slug":64,"title":65,"keywords":66,"description":67,"schema_data":68,"social_meta":124,"head_meta":126,"extra_data":128,"updated_unix":130},105,"en","mind-to-move-differences-in-running-biomechanics-between-sensing-and-intuition-shod-runners","Mind to move - Differences in running biomechanics between sensing and intuition shod runners","","The study investigates embodied cognition by testing whether personality traits relate to running biomechanics. Eighty runners completed randomized 50 m trials at 3.3, 4.2, and 5 m/s while biomechanical variables (ground contact time, flight time, duty factor, step frequency, leg stiffness, maximal vertical ground reaction force, and spring-like leg compression) were measured. Myers-Briggs Type Indicator results were used to classify runners as sensing or intuition. Findings show sensing runners adopt a more grounded style, while intuition runners show a more dynamic, elastic pattern, with differences confirmed across speeds.",{"@graph":69,"@context":123},[70,84,106],{"@type":71,"itemListElement":72},"BreadcrumbList",[73,77,79,82],{"item":74,"name":75,"@type":76,"position":8},"https://docshare.wps.com","Home","ListItem",{"item":78,"name":9,"@type":76,"position":14},"https://docshare.wps.com/document/",{"item":80,"name":40,"@type":76,"position":81},"https://docshare.wps.com/document/research-report/",3,{"item":83,"name":65,"@type":76,"position":19},"https://docshare.wps.com/document/mind-to-move-differences-in-running-biomechanics-between-sensing-and-intuition-shod-runners/293126/",{"url":83,"name":65,"@type":85,"image":86,"author":91,"headline":65,"publisher":94,"fileFormat":97,"inLanguage":63,"description":67,"dateModified":98,"datePublished":99,"encodingFormat":97,"isAccessibleForFree":100,"interactionStatistic":101},"DigitalDocument",{"url":87,"@type":88,"width":89,"height":90},"https://docshare.wps.com/thumbnails/mind-to-move-differences-in-running-biomechanics-between-sensing-and-intuition-shod-runners/293126.png","ImageObject",300,407,{"name":92,"@type":93},"Berry Peter","Person",{"url":74,"name":95,"@type":96},"DocShare","Organization","application/pdf","2026-10-27","2026-09-17",true,{"@type":102,"interactionType":103,"userInteractionCount":105},"InteractionCounter",{"@type":104},"ViewAction",11,{"@type":107,"mainEntity":108},"FAQPage",[109,115,119],{"name":110,"@type":111,"acceptedAnswer":112},"What question does the study address?","Question",{"text":113,"@type":114},"Whether personality traits are associated with biomechanical variables characterizing how people run.","Answer",{"name":116,"@type":111,"acceptedAnswer":117},"How were runners tested and which running metrics were measured?",{"text":118,"@type":114},"Eighty runners completed randomized 50 m trials at 3.3, 4.2, and 5 m/s, while variables such as ground contact time, flight time, duty factor, step frequency, leg stiffness, maximal vertical ground reaction force, and leg compression were evaluated.",{"name":120,"@type":111,"acceptedAnswer":121},"What biomechanical differences emerged between sensing and intuition runners?",{"text":122,"@type":114},"Sensing runners showed a more grounded style (longer ground contact time, shorter flight time, higher duty factor, and greater leg compression), whereas intuition runners displayed a more dynamic and elastic style (shorter ground contact time and higher leg stiffness), with significant post-hoc differences across speeds.","https://schema.org",{"og:url":83,"og:type":125,"og:title":65,"og:site_name":95,"og:description":67},"article",{"robots":127,"canonical":83},"index,follow",{"doc_id":129,"site_id":62},293126,1789660034,{"code":4,"msg":5,"data":132},{"doc_id":129,"user_id":133,"nickname":92,"user_avatar":134,"doc_module":4,"category_id":39,"category_name":40,"doc_title":65,"doc_description":67,"doc_content":135,"file_id":136,"file_url":137,"file_type":138,"file_size":139,"view_count":105,"is_deleted":4,"is_public":8,"is_downloadable":8,"audit_status":8,"page_count":140,"language":141,"language_code":63,"site_id":62,"html_lang":63,"table_of_contents":142,"faqs":143,"seo_title":144,"seo_description":67,"update_tm":130,"read_time":145,"preview_page_count":4},1374402524268,"https://ap-avatar.wpscdn.com/davatar_3d24733baf745e90a7e4bdd5f77d97b2","PLOS ONE  \nOPEN ACCESS  \nCitation: Gindre C, Patoz A, Breine B, Lussiana T (2024) Mind to move: Differences in running biomechanics between sensing and intuition shod runners. PLoS ONE 19(4): e0300108 . [https://doi](https://doi). org/10 .1371/journal.pone.0300108  \nEditor: Yaodong Gu, Ningbo University, CHINA  \nReceived: November 7, 2023  \nAccepted: February 21, 2024  \nPublished: April 3, 2024  \nPeer Review History: PLOS recognizes the benefits of transparency in the peer review process; therefore, we enable the publication of all of the content of peer review and author responses alongside final, published articles. The editorial history of this article is available here:  \n[https://doi.org/10.1371/journal.pone.0300108](https://doi.org/10.1371/journal.pone.0300108)  \n[Copyright:](Copyright:) © [2024](2024) Gindre et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.  \nData Availability Statement: The datasets for this study are freely available using the access link  \n[https://github.com/aurelienPatoz/we-run-the-way](https://github.com/aurelienPatoz/we-run-the-way)we-are.  \nFunding: The author(s) received no specific funding for this work.  \nRESEARCH ARTICLE  \nMind to move: Differences in running biomechanics between sensing and intuition shod runners  \nCyrille Gindre1,2,3,4☯, Aur´elien Patoz2,5☯*, Bastiaan Breine2,6☯, Thibault Lussiana1,2,3,4☯  \n1 Research and Development Department, Volodalen, Chav´eria, France, 2 Research and Development Department, Volodalen SwissSportLab, Aigle, Switzerland, 3 MPFRPV, Universit´e de Franche-Comt´e , Besanon, France, 4 Exercise Performance Health Innovation (EPHI) Platform, Besanon, France,  \n5 Institute of Sport Sciences, University of Lausanne, Lausanne, Switzerland, 6 Department of Movement and Sports Sciences, Ghent University, Ghent, Belgium  \n☯ These authors contributed equally to this work.  \n* [aurelien.patoz@unil.ch](aurelien.patoz@unil.ch)  \nAbstract  \nDelving into the complexities of embodied cognition unveils the intertwined influence of mind, body, and environment. The connection of physical activity with cognition sparks a hypothesis linking motion and personality traits. Hence, this study explored whether personality traits could be linked to biomechanical variables characterizing running forms. To do so, 80 runners completed three randomized 50-m running-trials at 3 .3, 4 .2, and 5m/s during which their running biomechanics [ground contact time (tc), flight time (tf), duty factor (DF), step frequency (SF), leg stiffness (kleg), maximal vertical ground reaction force (Fmax), and maximal leg compression of the spring during stance (ΔL)] was evaluated. In addition, participants’ personality traits were assessed through the Myers-Briggs Type Indicator (MBTI) test. The MBTI classifies personality traits into one of two possible categories along four axes: extraversion-introversion; sensing-intuition; thinking-feeling; and judging-perceiving. This exploratory study offers compelling evidence that personality traits, specifically sensing and intuition, are associated with distinct running biomechanics. Individuals classified as sensing demonstrated a more grounded running style characterized by prolonged tc, shorter tf, higher DF, and greater ΔL compared to intuition individuals (p􀀔0 .02) . Conversely, intuition runners exhibited a more dynamic and elastic running style with a shorter tc and higher kleg than their sensing counterparts (p􀀔0.02) . Post-hoc tests revealed a significant difference in tc between intuition and sensing runners at all speeds (p􀀔0 .02) . According to the definition of each category provided by the MBTI, sensing individuals tend to focus on concrete facts and physical realities while intuition individuals emphasize abstract concepts and patterns of information. These re","cbCaidiZrrurU6aL","https://ap.wps.com/l/cbCaidiZrrurU6aL","pdf",918854,14,"English","# Abstract\n# Introduction\n## Theoretical background: embodied cognition\n## Evidence linking personality and movement","[{\"question\":\"What question does the study address?\",\"answer\":\"Whether personality traits are associated with biomechanical variables characterizing how people run.\"},{\"question\":\"How were runners tested and which running metrics were measured?\",\"answer\":\"Eighty runners completed randomized 50 m trials at 3.3, 4.2, and 5 m/s, while variables such as ground contact time, flight time, duty factor, step frequency, leg stiffness, maximal vertical ground reaction force, and leg compression were evaluated.\"},{\"question\":\"What biomechanical differences emerged between sensing and intuition runners?\",\"answer\":\"Sensing runners showed a more grounded style (longer ground contact time, shorter flight time, higher duty factor, and greater leg compression), whereas intuition runners displayed a more dynamic and elastic style (shorter ground contact time and higher leg stiffness), with significant post-hoc differences across speeds.\"}]","Mind to move - Differences in running biomechanics between sensing and intuition shod runners | PDF",35]