{"product_id":"hr-analytics-with-r-reduce-employee-attrition-forecast-workforce-needs-and-build-data-driven-decisions-that-actually-work-9798254194439","title":"HR Analytics with R: Reduce Employee Attrition, Forecast Workforce Needs, and Build Data-Driven Decisions That Actually Work","description":"\u003cp\u003e • Author(s): Brooks Saint\u003cbr\u003e • Publisher: Independently Published\u003cbr\u003e • Publisher Imprint: Independently Published\u003cbr\u003e • BISAC: Probability \u0026amp; Statistics - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\u003cp\u003e\u003cb\u003eR for HR Analytics 2026\u003c\/b\u003e is not another theory-heavy data science book. it is a practical, decision-driven guide built for real-world HR challenges.\u003c\/p\u003e\u003cp\u003eMost HR analytics fails for one reason: it produces reports instead of results. Organizations track metrics but struggle to reduce attrition, plan workforce needs, or prove the impact of DEI initiatives. This book closes that gap.\u003c\/p\u003e\u003cp\u003eInstead of focusing on abstract models, it shows how to build \u003cb\u003ecomplete HR analytics systems in R \u003c\/b\u003efrom messy data to decisions that actually influence outcomes.\u003c\/p\u003e\u003cp\u003eInside this book, readers will learn how to: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003ePredict employee turnover and identify risk before it becomes costly\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eForecast workforce needs under uncertainty using real data models\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eBuild defensible DEI metrics that stand up to audit and scrutiny\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eMeasure what actually works using causal analysis not guesswork\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eIdentify high performers without reinforcing bias or flawed evaluation systems\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eTurn analytics into executive-level decisions that drive business impact\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eBuild automated HR analytics pipelines that run without constant intervention\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eEvery chapter is grounded in \u003cb\u003ereal-world application\u003c\/b\u003e, not academic theory. The methods presented are designed to work with imperfect data, evolving organizations, and real operational constraints.\u003c\/p\u003e\u003cp\u003eThis book is built for: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003eHR professionals who want to move beyond reporting into strategic impact\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eData analysts working with workforce and people data\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003ePeople analytics teams building scalable systems\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eBusiness leaders who need data-driven workforce decisions\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eWhat makes this book different: \u003c\/p\u003e\u003cul\u003e\n\u003cli\u003e\u003cb\u003eFocus on actionable outcomes, not just models\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eEnd-to-end workflows using R for real HR environments\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003ePractical frameworks for attrition, workforce planning, and DEI\u003c\/b\u003e\u003c\/li\u003e\n\u003cli\u003e\u003cb\u003eEmphasis on decision-making, not dashboards\u003c\/b\u003e\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eHR analytics is no longer optional. Organizations that fail to use data effectively will continue to lose talent, misallocate resources, and make decisions based on assumptions.\u003c\/p\u003e\u003cp\u003eThis book provides the systems, methods, and clarity needed to change that.\u003c\/p\u003e","brand":"Independently Published","offers":[{"title":"Paperback","offer_id":47775363596439,"sku":"9798254194439","price":1721.0,"currency_code":"INR","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9798254194439.webp?v=1777989893","url":"https:\/\/atlanticbooks.com\/products\/hr-analytics-with-r-reduce-employee-attrition-forecast-workforce-needs-and-build-data-driven-decisions-that-actually-work-9798254194439","provider":"Atlantic Books","version":"1.0","type":"link"}