{"product_id":"algorithm-audit-why-what-and-how-practical-guide-for-researchers","title":"Algorithm Audit: Why, What, and How? - Practical Guide for Researchers","description":"\u003cp\u003eIn this review of Algorithm Audit: Why, What, and How? the bottom line is clear: this book is a practical, interdisciplinary introduction for anyone wanting to understand the rationale and methods behind auditing algorithmic decision systems. Written to increase social awareness of the risks of acritical algorithm use, the text supplies clear definitions and hands-on tools that make it especially valuable to students, researchers, and practitioners who need a grounded, methodical approach to the emerging field of \u003cstrong\u003ealgorithm audit\u003c\/strong\u003e.\u003c\/p\u003e\n\n\u003ch2\u003eKey Features\u003c\/h2\u003e\n\u003cul\u003e\n \u003cli\u003e\n\u003cstrong\u003eInterdisciplinary approach:\u003c\/strong\u003e Combines perspectives from social sciences and humanities to situate algorithmic audit in political and social contexts.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003eClear definitions:\u003c\/strong\u003e Offers precise terminology that helps readers distinguish audit goals, scope, and methods without technical overload.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003ePractical tools:\u003c\/strong\u003e Supplies actionable methods and frameworks that can be adapted for institutional, corporate, or civic audits.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003eContextual awareness:\u003c\/strong\u003e Addresses political, business, and vocational obstacles so auditors can anticipate real-world constraints.\u003c\/li\u003e\n \u003cli\u003e\n\u003cstrong\u003eEducational focus:\u003c\/strong\u003e Structured to serve as a resource for students and researchers learning how to design and evaluate algorithmic audits.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch2\u003eWho It's For\u003c\/h2\u003e\n\u003cp\u003eAlgorithm Audit is well suited to graduate students, social science researchers, policy analysts, and organizational auditors who need an accessible yet rigorous introduction to auditing algorithmic decisions. Its focus on societal risks and institutional barriers makes it useful for those designing oversight processes or seeking to critique algorithmic decision-making from an ethical or political standpoint.\u003c\/p\u003e\n\n\u003cp\u003eThose looking for deep technical walkthroughs of machine learning code, algorithm internals, or software engineering practices should look elsewhere; the book emphasizes social, methodological, and practical audit techniques rather than line-by-line technical debugging.\u003c\/p\u003e\n\n\u003ch2\u003ePros \u0026amp; Cons\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003ePros\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n \u003cli\u003eProvides a systematic overview that clarifies what an \u003cstrong\u003ealgorithm audit\u003c\/strong\u003e entails and why it matters for civil society.\u003c\/li\u003e\n \u003cli\u003eBalances theory and practice with concrete tools that readers can apply to real cases.\u003c\/li\u003e\n \u003cli\u003eConsiders institutional and political barriers, helping readers foresee implementation challenges.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eCons\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n \u003cli\u003eNot a technical manual: readers seeking code-level audit techniques will find limited coverage.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch2\u003eSpecifications\u003c\/h2\u003e\n\u003ctable\u003e\n \u003ctr\u003e\n\u003ctd\u003eTitle\u003c\/td\u003e\n\u003ctd\u003eAlgorithm Audit: Why, What, and How?\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eSeries\u003c\/td\u003e\n\u003ctd\u003eRoutledge Advances in Research Methods\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eAuthor\u003c\/td\u003e\n\u003ctd\u003eBiagio Aragona\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eApproach\u003c\/td\u003e\n\u003ctd\u003eInterdisciplinary social sciences and humanities\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eFocus\u003c\/td\u003e\n\u003ctd\u003eRationale and methods for algorithm audit\u003c\/td\u003e\n\u003c\/tr\u003e\n \u003ctr\u003e\n\u003ctd\u003eAudience\u003c\/td\u003e\n\u003ctd\u003eStudents, researchers, professionals, policymakers\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e\n\n\u003ch2\u003eOur Verdict\u003c\/h2\u003e\n\u003cp\u003eAlgorithm Audit: Why, What, and How? is a concise, well-structured resource for those who need to understand and implement audits of algorithmic decision-making in social contexts. It delivers useful methods and contextual analysis that make it good value for academics and practitioners focused on governance, policy, and the social implications of automated systems.\u003c\/p\u003e\n\n\u003ch2\u003eFrequently Asked Questions\u003c\/h2\u003e\n\u003cp\u003e\u003cstrong\u003eDoes this book teach technical coding audits?\u003c\/strong\u003e\u003cbr\u003eAnswer. The book emphasizes methodological and social audit approaches rather than low-level code or machine learning engineering techniques.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eWho would gain most from reading this book?\u003c\/strong\u003e\u003cbr\u003eAnswer. Students, social science researchers, policymakers, and auditors seeking practical frameworks for assessing algorithmic decision-making will benefit most.\u003c\/p\u003e\n\u003cp\u003e\u003cstrong\u003eDoes it address institutional barriers?\u003c\/strong\u003e\u003cbr\u003eAnswer. Yes; the text explicitly discusses political, business, and vocational obstacles to developing algorithm audit practices.\u003c\/p\u003e","brand":"Biagio Aragona","offers":[{"title":"Default Title","offer_id":48756840726747,"sku":"0367530910","price":66.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0724\/1043\/1707\/files\/41n0yulb7JL._SL1200.jpg?v=1778267895","url":"https:\/\/gearmusthave.com\/products\/algorithm-audit-why-what-and-how-practical-guide-for-researchers","provider":"GearMustHave","version":"1.0","type":"link"}