{"id":102381,"date":"2026-01-21T10:00:00","date_gmt":"2026-01-21T09:00:00","guid":{"rendered":"https:\/\/eiposgrados.com\/?p=102381"},"modified":"2025-12-17T11:18:19","modified_gmt":"2025-12-17T10:18:19","slug":"people-analytics-human-resources","status":"publish","type":"post","link":"https:\/\/eiposgrados.com\/eng\/blog-rrhh\/people-analytics-recursos-humanos\/","title":{"rendered":"People Analytics in HR: data for talent management"},"content":{"rendered":"<h2 class=\"gb-headline gb-headline-45f72f10 gb-headline-text\"><strong>The strategic engine of talent management in HR<\/strong><\/h2>\n\n\n\n<p>In recent years, the departments of <strong>Human Resources<\/strong> They have undergone an accelerated transformation: digitization, automation, and new technologies that allow them to move from intuition to evidence. In this context, <strong>People Analytics in HR<\/strong> It has become a key discipline for making objective decisions, anticipating change, and maximizing the potential of the workforce.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>What is People Analytics?<\/strong><\/h2>\n\n\n\n<p>The <strong>People Analytics<\/strong> (also known as <strong>people analytics<\/strong> either <em>HR Analytics<\/em>) is the application of data analysis techniques \u2014statistics, <em>machine learning<\/em> and predictive models\u2014to people management. Its purpose is to draw actionable conclusions from data to improve processes such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Selection and recruitment<\/li>\n\n\n\n<li>Professional development and training<\/li>\n\n\n\n<li>Employee commitment and experience (<em>employee experience<\/em>)<\/li>\n\n\n\n<li>Talent retention and reduced turnover<\/li>\n\n\n\n<li>Absenteeism and productivity<\/li>\n<\/ul>\n\n\n\n<p>In other words: it is the natural evolution of the HR area towards a model <strong>data-driven<\/strong>.<\/p>\n\n\n\n<figure class=\"gb-block-image gb-block-image-0eb03888\"><img fetchpriority=\"high\" decoding=\"async\" width=\"2560\" height=\"1707\" class=\"gb-image gb-image-0eb03888\" src=\"https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-scaled.jpg\" alt=\"People Analytics in Human Resources\" title=\"business-team-full-of-joy-happy-celebrating-the-corporate-victory (1)\" srcset=\"https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-scaled.jpg 2560w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-300x200.jpg 300w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-1024x683.jpg 1024w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-768x512.jpg 768w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-248x165.jpg 248w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-123x82.jpg 123w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-1536x1024.jpg 1536w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-2048x1365.jpg 2048w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-18x12.jpg 18w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-200x133.jpg 200w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-1320x880.jpg 1320w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-500x333.jpg 500w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-800x533.jpg 800w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-1280x853.jpg 1280w, https:\/\/eiposgrados.com\/wp-content\/uploads\/2025\/12\/equipo-de-negocios-lleno-de-alegria-feliz-celebrar-la-victoria-corporativa-1-1-1920x1280.jpg 1920w\" sizes=\"(max-width: 2560px) 100vw, 2560px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Why is People Analytics key to the evolution of Human Resources?<\/strong><\/h2>\n\n\n\n<p>Organizations compete in increasingly changing environments. In this scenario, interpreting human data becomes a <strong>strategic advantage<\/strong>. These are some direct contributions from People Analytics:<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1) Data-driven decisions (less bias)<\/h3>\n\n\n\n<p>It reduces reliance on subjective perceptions and improves consistency in talent decisions.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2) More efficient and precise selection<\/h3>\n\n\n\n<p>It helps identify patterns of success in profiles, interviews, tests and performance, improving the quality of hiring.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3) Prediction of turnover and absenteeism<\/h3>\n\n\n\n<p>It allows you to anticipate risks (demotivation, overload, lack of development, inequalities) and act before the problem escalates.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">4) Optimized professional development<\/h3>\n\n\n\n<p>Align training plans with real needs, skills gaps, and business objectives.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">5) Improvement of climate and commitment<\/h3>\n\n\n\n<p>It provides a deeper understanding of the employee experience and their &quot;moments of truth&quot; within the organization.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><strong><a href=\"https:\/\/www.cipd.org\/uk\/knowledge\/factsheets\/people-analytics-factsheet\/\" target=\"_blank\" rel=\"noopener\">CIPD \u2013 People analytics<\/a><\/strong><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>From traditional HR to data-driven HR<\/strong><\/h2>\n\n\n\n<p>HR professionals no longer just need soft skills and legal knowledge. The new profile incorporates analytical and technological capabilities to transform data into decisions.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Analytical competence<\/li>\n\n\n\n<li>Proficiency in using tools (BI, analytics, surveys, ATS\/HRIS)<\/li>\n\n\n\n<li>Interpretation and communication of insights<\/li>\n\n\n\n<li>Business-oriented strategic thinking<\/li>\n<\/ul>\n\n\n\n<p>Talent thus becomes an asset <strong>measurable, predictable, and manageable<\/strong> with the same rigor as other key areas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>Real-world examples: how People Analytics impacts<\/strong><\/h2>\n\n\n\n<p>Many organizations already use People Analytics to address previously \u201cintangible\u201d challenges, for example:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Competency-based predictive performance models<\/li>\n\n\n\n<li>Identifying cultural factors that drive innovation<\/li>\n\n\n\n<li>Early detection of unwanted rotation in critical equipment<\/li>\n\n\n\n<li>Optimizing selection processes to reduce <em>time-to-hire<\/em><\/li>\n<\/ul>\n\n\n\n<p>The result is usually clear: <strong>improved productivity, lower turnover, and better decisions<\/strong>.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p><a href=\"https:\/\/rework.withgoogle.com\/\" data-type=\"link\" data-id=\"https:\/\/rework.withgoogle.com\/\" target=\"_blank\" rel=\"noopener\">Google re:Work (people analytics and management)<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\">People Analytics and Data Protection<\/h2>\n\n\n\n<p>To apply people analytics responsibly, it is advisable to work with principles such as:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Data minimization and purpose<\/li>\n\n\n\n<li>Transparency with employees (what is measured and why)<\/li>\n\n\n\n<li>Security and access control<\/li>\n\n\n\n<li>Use of aggregated\/anonymized data where possible<\/li>\n<\/ul>\n\n\n\n<p>This helps to build internal trust and reduce legal and reputational risks.<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p>Data protection framework: <a href=\"https:\/\/commission.europa.eu\/law\/law-topic\/data-protection\/data-protection-eu_es\" data-type=\"link\" data-id=\"https:\/\/commission.europa.eu\/law\/law-topic\/data-protection\/data-protection-eu_es\" target=\"_blank\" rel=\"noopener\">GDPR \u2013 text and resources in the EU<\/a><\/p>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>The role of training in People Analytics<\/strong><\/h2>\n\n\n\n<p>Mastering People Analytics is not just about learning tools. It requires a combination of:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Strategic business vision<\/li>\n\n\n\n<li>Understanding human behavior<\/li>\n\n\n\n<li>Technological and analytical skills<\/li>\n\n\n\n<li>Ability to translate insights into actions<\/li>\n<\/ul>\n\n\n\n<p>That&#039;s why specialized programs\u2014like the <strong>Master&#039;s Degree in Human Resources from EIP International Business School<\/strong>\u2014 They incorporate people analytics methodologies to train professionals capable of turning data into knowledge and knowledge into competitive advantage.<\/p>\n\n\n\n<p><a href=\"https:\/\/eiposgrados.com\/eng\/programs\/master-human-resources-hr-online\/\" data-type=\"link\" data-id=\"https:\/\/eiposgrados.com\/programas\/master-recursos-humanos-rrhh-online\/\">\ud83d\udc49 <em>Discover the Master&#039;s in Human Resources and its focus on People Analytics<\/em><\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">Are People Analytics and HR Analytics the same thing?<\/h3>\n\n\n\n<p>In practice, they are used interchangeably. \u201cPeople Analytics\u201d tends to focus more on talent strategy and employee experience, but both aim to apply data to HR.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What data is analyzed in People Analytics?<\/h3>\n\n\n\n<p>HRIS data, performance evaluations, climate surveys, training, absenteeism, turnover, selection (ATS) and productivity metrics, always with an ethical approach and in compliance with GDPR.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">What tools are used?<\/h3>\n\n\n\n<p>From Excel\/Sheets and BI (Power BI, Tableau) to advanced analytics (Python\/R), plus HRIS, ATS and survey platforms.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">How to get started with People Analytics in a company?<\/h3>\n\n\n\n<p>Define a goal (e.g., reduce turnover), select relevant metrics, ensure data quality, and create a simple dashboard before moving on to predictive models.<\/p>\n\n\n\n<h2 class=\"gb-headline gb-headline-d7fd1d84 gb-headline-text\"><strong>A promising future within your reach<\/strong><\/h2>\n\n\n\n<p>Generative AI is here to stay and is changing the game in the business world. From name creation to customer service and social media management, this technology not only saves time but also boosts creativity and improves efficiency.<\/p>\n\n\n\n<p>The time to incorporate generative AI into your business is now. If you haven&#039;t already, what are you waiting for? Invest in training and discover everything this tool can offer you. The future of your company could depend on it.<\/p>\n\n\n\n<p>If you are interested in training and developing professionally in the field of human resources, you can find out about our&nbsp;<strong><a href=\"https:\/\/eiposgrados.com\/eng\/programs\/master-en-direccion-recursos-humanos\/\">Master in HR: People Management, Talent Development and Labor Management<\/a><\/strong>.<\/p>\n\n\n\n<p><strong>#Employment #Generation Z #GenerationY #OpportunitiesJob #BrandPersonal #HRHH<\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>Discover how generative AI can optimize processes and reduce time in your company. Learn how to automate tasks.<\/p>","protected":false},"author":4204,"featured_media":102384,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[173,143],"tags":[],"class_list":["post-102381","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog-rrhh","category-blog-gestion-de-recursos-humanos"],"acf":[],"_links":{"self":[{"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/posts\/102381","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/users\/4204"}],"replies":[{"embeddable":true,"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/comments?post=102381"}],"version-history":[{"count":0,"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/posts\/102381\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/media\/102384"}],"wp:attachment":[{"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/media?parent=102381"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/categories?post=102381"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eiposgrados.com\/eng\/wp-json\/wp\/v2\/tags?post=102381"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}