{"id":1081,"date":"2019-09-19T00:00:00","date_gmt":"2019-09-19T00:00:00","guid":{"rendered":"https:\/\/leadersinsport.com\/performance-institute\/reports\/data-and-analytics-beyond-the-numbers-what-you-need-to-know\/"},"modified":"2025-12-15T05:12:29","modified_gmt":"2025-12-15T05:12:29","slug":"beyond-the-numbers-what-you-need-to-know","status":"publish","type":"article","link":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/","title":{"rendered":"Data and Analytics: Beyond the Numbers &#8211; What you Need to Know"},"content":{"rendered":"<!-- blocks\/hero-editorial -->\n<!-- inc\/hero-editorial -->\n<div class=\"hero es-hero__editorial hero--var-1\" role=\"banner\">\n\t<div class=\"hero__image\" style=\"background-image: url(https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg);\">\n\n\t\t<div class=\"hero__overlay grad-overlay content-bottom\">\n\t\t\t<div class=\"container\">\n\n\t\t\t\t<div class=\"hero__content\">\n                    \n\t\t\t\t\t<div class=\"hero__content__inner\">\n\t\t\t\t\t\t                            <p class=\"es-label es-label--md\">\n                                Sep 19, 2019                            <\/p>\n                        \t\t\t\t\t\t<a href=\"https:\/\/leadersinsport.com\/performance-institute\/articles\" class=\"theme-dark hero__back-link back-link es-label es-label--sm\">\n\t\t\t\t\t\t\t<span class=\"icon icon--md icon--arrow-left\"><\/span>Articles<\/a>\n\n\t\t\t\t\t\t<h1 class=\"hero__title\">Data and Analytics: Beyond the Numbers &#8211; What you Need to Know<\/h1>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\n        \n\t\t\t<\/div>\n\t\t<\/div>\n\n\t<\/div>\n<\/div>\n    <section class=\"es-section theme-light hero__sidebar-wrapper container\">\n        <div class=\"hero__sidebar\">\n                            <div class=\"category-list\">\n                  <div class=\"es-label es-label--sm\">Category<\/div>\n                  <a href=\"https:\/\/leadersinsport.com\/performance-institute\/category\/data-innovation\/\" rel=\"tag\">Data &amp; Innovation<\/a>                <\/div>\n                            <div class=\"share-list\">\n                  <div class=\"es-label es-label--sm\">Share<\/div>\n                  <a href=\"https:\/\/www.facebook.com\/sharer\/sharer.php?u=https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\">Facebook<\/a>\n                  <a href=\"https:\/\/twitter.com\/intent\/tweet?url=https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/&#038;text=Data and Analytics: Beyond the Numbers - What you Need to Know\">Twitter<\/a>\n                  <a href=\"mailto:?subject=Here's a Leaders In Sport article for you &amp;body=Check out this article: Data and Analytics: Beyond the Numbers - What you Need to Know. https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\">Email<\/a>\n                  <a href=\"#copyLink\" id=\"copyButton\" class=\"copy-link-clipboard\">Copy Link<\/a>\n                  <div id=\"textToCopy\" class=\"font-hidden\">https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/<\/div>\n                <\/div>\n                    <\/div>\n    <\/section>\n\n\n<!-- blocks\/section -->\n<section\n  class=\"es-section flexible-section  text-only theme-light\"\n    >\n                <div class=\"container\">\n                                    <div class=\"bg-striped-pattern__inner section-padding-top section-padding-bottom\">\n                <div class=\"es-section__inner col-parent col-parent--stack-sm\">\n                                            <div class=\"es-section__sidebar es-section__sidebar--sticky col col--12 \">\n                                                            <p class=\"es-section__label es-label es-label--md\">Why the aspiring data scientist would do well to prioritise an empathetic, people-focused approach to performance, of which data analysis is merely one component.<\/p>\n                            \n                            \n                            \n                                                            <div class=\"es-section__text content-area\">\n                                    <p><h4>The backdrop for data and analytics in sport is the desire for an increasing number of owners and proprietors to better understand their investments and this is reflected in the growth of analytics departments as teams go searching for the next frontier.<\/h4>\n<hr \/>\n<h6>By John Portch<\/h6>\n<p>That frontier will not be inefficiencies in the markets for trade and free agency but gains to be made in the fields of athlete education and development.<\/p>\n<p>Of the NBA model, David Martin says: \u201cOwners these days are intelligent successful business men that generally love the rush and excitement of the competition, they\u2019re used to data-driven decisions, statistics and analytics.\u201d<\/p>\n<p>Going are the days when the heirs to railroads or oil rigs, with a glass in hand and a steady supply of cigars were the dominant trope in North American sports ownership. Martin cites the contemporary example of the Golden State Warriors: \u201cThey have Silicon Valley investors, they\u2019re extremely bright, analytical, and highly educated. Similarly, the lead owners from the Sixers are educated at Harvard and Wharton School of Business. If you\u2019re going to be working for these types of owner they will be asking hard questions and they don\u2019t just want an opinion \u2013 they want hard data and they want thoughtful responses to their questions. They\u2019ll want to see trends, they\u2019ll want to understand risks and, if you\u2019re not measuring the players in a sophisticated, comprehensive and meaningful way then those conversations could be very awkward and unfulfilling.\u201d<\/p>\n<p>A generation of data scientists have long since realised that rushing into the head coach\u2019s office clutching reams of paper will likely spark the kind of scepticism that sees your bar graphs and spreadsheets consigned to the trash can. A more nuanced approach is needed and the aspiring data scientist would do well to prioritise an empathetic, people-focused approach to performance, of which data analysis is merely one component.<\/p>\n<p><strong>Putting an analyst in uniform<\/strong><\/p>\n<p>The front office imperative is one thing, but those working with data in the clubhouse or locker room must be able to demonstrate its performance value to the athletes, coaches and support staff. To achieve that, Chad Gerhard says that his analytics staff at the Orlando Magic have some learning to do. \u201cFirst season at Orlando was first and foremost about educating our analytics staff on what sports performance is,\u201d he begins, \u201cand they in turn have been educating me on basketball-specific metrics as well.\u201d<\/p>\n<p>That process is now five years down the line at the Texas Rangers where the analytics staff has grown four-fold since 2014. \u201cIn order to do that quickly you have to have a solid plan about how to develop those assets, how to best use the talents of those people in order to further data-driven decision-making throughout the organisation.\u201d Murray will ensure that analysts are deployed across different departments learning what matters to each stakeholder. \u201cOne analyst works in the sports science area, we\u2019ve got another in player development, and another in scouting,\u201d he continues. \u201cThey do a lot of travelling, they interact directly with people in those fields; they\u2019re with our coordinators. We had one assistant in uniform at Spring Training. We want to embed people throughout the organisation, not sitting in an ivory tower with email sending out spreadsheets and bar graphs \u2013 that\u2019s not compelling or useful and we really want to make the biggest impact we can.\u201d<\/p>\n<p>\u201cI say to the guys, \u2018let\u2019s not make assumptions, right?\u2019,\u201d says Karl Cooke of his colleagues at the Western Australia Institute of Sport [WAIS]. \u201cLet\u2019s not just assume that because one of us has been looking really closely at something that everyone is interested or aware. We do work around making sure that everyone on the team is aware of the developments happening in each department. We talk about \u2018culture\u2019 and it\u2019s culturally important that everyone on the performance staff is contributing, which means listening and questioning, being interested in what\u2019s happening.\u201d<\/p>\n<p><strong>\u201cNo dataset will win you a game\u201d<\/strong><\/p>\n<p>What emerges is a picture where the subjective matters as much as the objective. At the Texas Rangers, as Murray explains: \u201cSubjective information is becoming more and more involved in our modelling and predictive software, using that to our advantage as opposed to just an objective way of thinking. Getting to that point is so critical and it almost entirely comes from understanding that this is what\u2019s going to make us better and take us to the next level.\u201d<\/p>\n<p>The outlook is similar in English Premiership rugby at Harlequins, where Tom Batchelor says: \u201cNo dataset in the world of rugby tell you how to win a game. People outside of sport think that the sports scientists and data staff at teams are like <em>Moneyball<\/em>, forging their way through with a rationale. But you\u2019re not the lone voice, there\u2019s a lot of smart people in the room and it\u2019s trying to use that data intelligently to get a good idea \u2013 not necessarily an answer \u2013 but a good way forward. That\u2019s where I think data is in sport, especially in rugby because you\u2019ve got a lot of really good people working in it and it\u2019s about the collaborative effort and walking and talking through problems. So much of it can come down to cohesiveness, especially in rugby; your willingness to put your body on the line and that stuff goes far beyond data. It\u2019s about people.\u201d<\/p>\n<p><strong>Avoiding co-dependencies<\/strong><\/p>\n<p>Before all else, these people are the athletes, who, as the main protagonists, must have agency in the data-influenced conversations around performance. Athlete empowerment has become a stock phrase in recent times but there are, according to Martin, practical reasons. \u201cYou don\u2019t want to create co-dependencies, a situation where a player is relying on another individual like a fitness trainer or psychologist to produce the desirable performance,\u201d he explains.<\/p>\n<p>\u201cYou love mentors and teachers but if you create co-dependencies with high profile athletes in elite sport then you are producing an athlete that believes they cannot perform without the support staff; and the coach might believe the same thing. Of course, for the support staff it is a great way to build up job security but it\u2019s a terrible way for the coach and the player to develop their skillsets and their capabilities up to the highest level and be confident in who they are.\u00a0 Teaching a player to improve is very different than intervening in ways that make a player feel emotionally dependent on a member of the support team.\u201d<\/p>\n<hr \/>\n<p><strong>The Sport Performance Summit London<\/strong><\/p>\n<p>Data &amp; Innovation is one of the four key content pillars that will be covered at our flagship event this November 12-13 to prepare our members to out-think, out-prepare and out-perform the competition. <a href=\"https:\/\/leadersinsport.com\/event\/sport-performance-summit-london\/\">Click here<\/a> to find out more about the event.<\/p>\n<\/p>\n                                <\/div>\n                            \n                            \n                            \n                                                    <\/div>\n                                        <div class=\"col visibly-hidden col--flex-align-right\">\n                                            <\/div>\n                <\/div>\n            <\/div>\n        <\/div>\n        <\/section>\n","protected":false},"excerpt":{"rendered":"<p>Why the aspiring data scientist would do well to prioritise an empathetic, people-focused approach to performance, of which data analysis is merely one component.<\/p>\n","protected":false},"featured_media":1082,"menu_order":0,"template":"","categories":[23],"pathway":[],"topic":[],"sport":[],"class_list":["post-1081","article","type-article","status-publish","has-post-thumbnail","hentry","category-data-innovation"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Data and Analytics: Beyond the Numbers - What you Need to Know - Performance Institute<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Data and Analytics: Beyond the Numbers - What you Need to Know - Performance Institute\" \/>\n<meta property=\"og:description\" content=\"Why the aspiring data scientist would do well to prioritise an empathetic, people-focused approach to performance, of which data analysis is merely one component.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\" \/>\n<meta property=\"og:site_name\" content=\"Performance Institute\" \/>\n<meta property=\"article:modified_time\" content=\"2025-12-15T05:12:29+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2040\" \/>\n\t<meta property=\"og:image:height\" content=\"1093\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\",\"url\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\",\"name\":\"Data and Analytics: Beyond the Numbers - What you Need to Know - Performance Institute\",\"isPartOf\":{\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg\",\"datePublished\":\"2019-09-19T00:00:00+00:00\",\"dateModified\":\"2025-12-15T05:12:29+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#primaryimage\",\"url\":\"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg\",\"contentUrl\":\"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg\",\"width\":2040,\"height\":1093},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/leadersinsport.com\/performance-institute\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Data and Analytics: Beyond the Numbers &#8211; What you Need to Know\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/leadersinsport.com\/performance-institute\/#website\",\"url\":\"https:\/\/leadersinsport.com\/performance-institute\/\",\"name\":\"Performance Institute\",\"description\":\"\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/leadersinsport.com\/performance-institute\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Data and Analytics: Beyond the Numbers - What you Need to Know - Performance Institute","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/","og_locale":"en_US","og_type":"article","og_title":"Data and Analytics: Beyond the Numbers - What you Need to Know - Performance Institute","og_description":"Why the aspiring data scientist would do well to prioritise an empathetic, people-focused approach to performance, of which data analysis is merely one component.","og_url":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/","og_site_name":"Performance Institute","article_modified_time":"2025-12-15T05:12:29+00:00","og_image":[{"width":2040,"height":1093,"url":"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/","url":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/","name":"Data and Analytics: Beyond the Numbers - What you Need to Know - Performance Institute","isPartOf":{"@id":"https:\/\/leadersinsport.com\/performance-institute\/#website"},"primaryImageOfPage":{"@id":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#primaryimage"},"image":{"@id":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#primaryimage"},"thumbnailUrl":"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg","datePublished":"2019-09-19T00:00:00+00:00","dateModified":"2025-12-15T05:12:29+00:00","breadcrumb":{"@id":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#primaryimage","url":"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg","contentUrl":"https:\/\/leadersinsport.com\/app\/uploads\/sites\/2\/2021\/08\/Chapter-1-featured-image.jpg","width":2040,"height":1093},{"@type":"BreadcrumbList","@id":"https:\/\/leadersinsport.com\/performance-institute\/articles\/beyond-the-numbers-what-you-need-to-know\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/leadersinsport.com\/performance-institute\/"},{"@type":"ListItem","position":2,"name":"Data and Analytics: Beyond the Numbers &#8211; What you Need to Know"}]},{"@type":"WebSite","@id":"https:\/\/leadersinsport.com\/performance-institute\/#website","url":"https:\/\/leadersinsport.com\/performance-institute\/","name":"Performance Institute","description":"","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/leadersinsport.com\/performance-institute\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/article\/1081","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/article"}],"about":[{"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/types\/article"}],"version-history":[{"count":7,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/article\/1081\/revisions"}],"predecessor-version":[{"id":24292,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/article\/1081\/revisions\/24292"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/media\/1082"}],"wp:attachment":[{"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/media?parent=1081"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/categories?post=1081"},{"taxonomy":"pathway","embeddable":true,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/pathway?post=1081"},{"taxonomy":"topic","embeddable":true,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/topic?post=1081"},{"taxonomy":"sport","embeddable":true,"href":"https:\/\/leadersinsport.com\/performance-institute\/wp-json\/wp\/v2\/sport?post=1081"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}