{"product_id":"bias-and-beyond","title":"Bias and Beyond","description":"\u003cp\u003eThe rapid expansion of data in every facet of modern life from research and education to public policy and private industry demands a critical re-examination of how data is collected, analyzed, interpreted, and used. \u003cem\u003eBias and Beyond: Rethinking Data Practices and Inspiring collective dialogue \u003c\/em\u003eresponds to this call by exploring how bias enters the data lifecycle and how inclusive, reflexive, and equity-centered methodologies can improve the validity and impact of data-driven decisions.\u003c\/p\u003e\n\u003cp\u003eStructured around the four stages of the data lifecycle including problem formulation, data collection, analysis, and use, this volume brings together diverse voices to interrogate systemic inequities and offer practical strategies for inclusive data practices. Drawing from qualitative, quantitative, and mixed methods, each chapter highlights the role of researcher positionality, power, and representation in shaping outcomes and knowledge.\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eBias and Beyond\u003c\/em\u003e is anchored in a commitment to Diversity, Equity, and Inclusion (DEI), not only as aspirational values but as methodological imperatives that must inform every aspect of data practice. It will serve as a timely and essential resource for researchers, educators, policymakers, and students committed to data justice and ethical inquiry.\u003c\/p\u003e","brand":"Emerald Publishing Limited","offers":[{"title":"Default Title","offer_id":56425032810840,"sku":"9781806866687","price":38.99,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0278\/1295\/4195\/files\/9781806866687.jpg?v=1780117272","url":"https:\/\/agendabookshop.com\/products\/bias-and-beyond","provider":"Agenda Bookshop","version":"1.0","type":"link"}