Data-Driven DEI
Data-Driven DEI

Author: Randal Pinkett

Publisher: John Wiley & Sons

Published: 2023-03-14

Total Pages: 329

ISBN-13: 1119856876

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A practical blueprint for successful, measurable, and impactful DEI initiatives In Data-Driven DEI: The Tools and Metrics You Need to Measure, Analyze, and Improve Diversity, Equity, & Inclusion, Dr. Randal Pinkett, a renowned diversity, equity, and inclusion (DEI) thought leader delivers a practical and evidence-based blueprint to achieving lasting impact with your DEI initiatives. Dr. Pinkett has created a simple, step-by-step process to assess the current state of your DEI, analyze that data to create a personal and organizational action plan, and implement data-driven, science-based, and technology-enabled interventions for greater diversity, equity, and inclusion. The book provides: Tools and instruments to assess your personal preferences and competencies as well as your organizational culture, climate, policies, and practices Strategies and proven practices to mitigate bias, improve decision-making, foster innovation, and expand thinking preferences, cultural competence, inclusive leadership, allyship and more A library of measures, metrics, and key performance indicators (KPIs) to gauge progress, evaluate results and demonstrate impact An indispensable resource for individual contributors, managers, executives, founders, entrepreneurs, and other business leaders, Data-Driven DEI deserves a place on the bookshelf of any professional seeking to have a real-world impact that delivers personal and organizational results.

Data-Driven Decision Making in Entrepreneurship
Data-Driven Decision Making in Entrepreneurship

Author: Nikki Blackmith

Publisher: CRC Press

Published: 2024-04-02

Total Pages: 328

ISBN-13: 1040017649

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Since the beginning of the 21st century, there has been an explosion in startup organizations. Together, these organizations have been valued at over $3 trillion. In 2019, alone, nearly $300 billion of venture capital was invested globally (Global Startup Ecosystem Report 2020). Simultaneously, an explosion in high volume and high velocity of big data is rapidly changing how organizations function. Gone are the days where organizations can make decisions solely on intuition, logic, or experience. Some have gone as far as to say that data is the most valuable currency and resource available to businesses, and startups are no exception. However, startups and small businesses do differ from their larger counterparts and corporations in three distinct ways: 1) they tend to have fewer resources, time, and specialized training to devote to data analytics; 2) they are part of a unique entrepreneurial ecosystem with unique needs; 3) scholarship and academic research on human capital data analytics in startups is lacking. Existing entrepreneurship research focuses almost exclusively on macro-level aspects. There has been little to no integration of micro- and meso-level research (i.e., individual and team sciences), which is unfortunate given how organizational scientists have significantly advanced human capital data analytics. Unlike other books focused on data analytics and decision for organizations, this proposed book is purposefully designed to be more specifically aimed at addressing the unique idiosyncrasies of the science, research, and practice of startups. Each chapter highlights a specific organizational domain and discuss how a novel data analytic technique can help enhance decision-making, provides a tutorial of said regarding the data analytic technique, and lists references and resources for the respective data analytic technique. The volume will be grounded in sound theory and practice of organizational psychology, entrepreneurship and management and is divided into two parts: assessing and evaluating human capital performance and the use of data analytics to manage human capital.

Bias Interrupted
Bias Interrupted

Author: Joan C. Williams

Publisher: Harvard Business Press

Published: 2021-11-16

Total Pages: 268

ISBN-13: 1647822734

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A cutting-edge, relentless, objective approach to inclusion. Companies spend billions of dollars annually on diversity efforts with remarkably few results. Too often diversity efforts rest on the assumption that all that's needed is an earnest conversation about "privilege." That's not enough. To truly make progress we need to stop celebrating the problem and instead take effective steps to solve it. In Bias Interrupted, Joan C. Williams shows how it's done, and, reassuringly, how easy it is to get started. One of today's preeminent voices on inclusive workplaces, Williams explains how leaders can use standard business tools—data, metrics, and persistence—to interrupt the bias that is continually transmitted through formal systems like performance appraisals, as well as the informal systems that control access to career-enhancing opportunities. The book presents fresh evidence, based on Williams's exhaustive research and work with companies, that interrupting bias helps every group—including white men. Comprehensive, though compact and straightforward, Bias Interrupted delivers real, practical value in an efficient and accessible manner to an audience that has never needed it more. It's possible to interrupt bias. Here's where you start.

Introduction to People Analytics
Introduction to People Analytics

Author: Nadeem Khan

Publisher: Kogan Page Publishers

Published: 2020-04-03

Total Pages: 350

ISBN-13: 178966182X

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An understanding of people analytics is a crucial skill for all HR professionals. No longer limited to employees in data teams or those with analyst in their job titles, people analytics is now an integral part of every HR job. Introduction to People Analytics allows all HR professionals to get to grips with analytics, feel confident in their ability to handle employee and organizational data and use analytics to move from opinions to insights. From where to find data in an organization, how to collect it and analyse it through to how to use these findings to add business value, Introduction to People Analytics is essential reading for all HR professionals. With case studies and thought leadership insights from companies who have leveraged people analytics to improve culture and employee engagement, increase performance and reduce costs including NHS, Brompton Bikes, British Heart Foundation, King, Experian and AstraZeneca, FIS and Swarovski, this book shows how and where HR analytics can make a tangible difference to organizations. There is also expert guidance and practical advice on how to embed analytics into HR processes and adopt a data-driven approach to all workplace activities.

Reconstructing DEI
Reconstructing DEI

Author: Lily Zheng

Publisher: Berrett-Koehler Publishers

Published: 2023-11-14

Total Pages: 329

ISBN-13: 1523006072

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Author of the bestselling DEI Deconstructed returns with a companion workbook filled with practical and actionable techniques for changemakers at all stages of their DEI journey. The next step in your DEI journey starts here. Building on the knowledge base of DEI Deconstructed, Lily Zheng offers a workbook with 40 original exercises, worksheets, and other tools to help guide you and your organization toward more substantive and lasting DEI outcomes. Whether you're a new or veteran DEI practitioner looking to improve your practice, a leader looking to grow your leadership skills, or an advocate looking to play more powerful roles in movements, this book will give you the practical tools to do just that. From self-work to organizational change, this workbook will upskill you with the core competencies required for impactful DEI work, such as diagnosing inequity, working with constituents, building movements, creating psychological safety, stewarding inclusive cultures, resolving conflict and harm, and achieving systems change. Most importantly, it will give you valuable experience putting these skills into action. Each activity can stand on its own and is designed to stimulate valuable reflection and practice. Included are recommendations for targeted exercise roadmaps to supplement your learning journey. Taken all together, these exercises are a complete masterclass in any practitioner's DEI education.

Leading Global Diversity, Equity, and Inclusion
Leading Global Diversity, Equity, and Inclusion

Author: Rohini Anand

Publisher: Berrett-Koehler Publishers

Published: 2021-11-30

Total Pages: 312

ISBN-13: 1523000260

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This book offers five proven principles so multinational companies can advance diversity, equity, and inclusion with a nuanced understanding of local contexts across countries and cultures. It's easy to fall into the trap of using a single-culture worldview when implementing global DEI in organizations. But what makes DEI change efforts successful in one country may have opposite, unintended consequences in another. How do companies find the right balance between anchoring their efforts locally while pushing for change that may disrupt existing power dynamics? This is the question at the heart of global DEI work. Along with practical advice and examples, Rohini Anand offers five overarching principles derived from her own experience leading global DEI transformation and interviews with more than sixty-five leaders to provide a through line for leading global DEI transformation in divergent cultures. Local relevance—understanding markets and acknowledging local beliefs, regulations, and history—is essential for global success. This groundbreaking book explicitly details how to take local histories, laws, and practices into account in DEI transformation work while promoting social justice worldwide.

Diversity, Equity, and Inclusion for Trainers
Diversity, Equity, and Inclusion for Trainers

Author: Maria Morukian

Publisher: Association for Talent Development

Published: 2022-01-11

Total Pages: 251

ISBN-13: 1953946062

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Make DEI Training Foundational in Your Organization When done well, diversity, equity, and inclusion (DEI) training creates space for courageous conversations that acknowledge hard truths around systemic inequities and explores topics that touch on people’s vulnerabilities in all facets of their lives. For those of you who do this work, there has not been a clear path to follow for making progress. As a DEI trainer, you have forged your own way and learned as you went. With Diversity, Equity, and Inclusion for Trainers: Fostering DEI in the Workplace, the need for DEI trainers to go at it alone comes to an end. Expert facilitator Maria Morukian provides the guidance you need to develop the knowledge and skills required for DEI training. Morukian covers the historical underpinnings and rationale for DEI work; takes you through the process of organizational assessment, design, and delivery; and offers strategies for embedding DEI and promoting sustainability through collaborative practices and dialogues, allowing you to develop and understand your own identity lenses and biases. Reflection questions and worksheets are included in every chapter.

Street Data
Street Data

Author: Shane Safir

Publisher: Corwin

Published: 2021-02-12

Total Pages: 281

ISBN-13: 1071812661

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Radically reimagine our ways of being, learning, and doing Education can be transformed if we eradicate our fixation on big data like standardized test scores as the supreme measure of equity and learning. Instead of the focus being on "fixing" and "filling" academic gaps, we must envision and rebuild the system from the student up—with classrooms, schools and systems built around students’ brilliance, cultural wealth, and intellectual potential. Street data reminds us that what is measurable is not the same as what is valuable and that data can be humanizing, liberatory and healing. By breaking down street data fundamentals: what it is, how to gather it, and how it can complement other forms of data to guide a school or district’s equity journey, Safir and Dugan offer an actionable framework for school transformation. Written for educators and policymakers, this book · Offers fresh ideas and innovative tools to apply immediately · Provides an asset-based model to help educators look for what’s right in our students and communities instead of seeking what’s wrong · Explores a different application of data, from its capacity to help us diagnose root causes of inequity, to its potential to transform learning, and its power to reshape adult culture Now is the time to take an antiracist stance, interrogate our assumptions about knowledge, measurement, and what really matters when it comes to educating young people.

Privacy, Data Protection and Data-driven Technologies
Privacy, Data Protection and Data-driven Technologies

Author: Martin Ebers

Publisher: Taylor & Francis

Published: 2024-08-29

Total Pages: 321

ISBN-13: 1040111173

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This book brings together contributions from leading scholars in law and technology, analysing the privacy issues raised by new data-driven technologies. Highlighting the challenges that technology poses to existing European Union (EU) data protection laws, the book assesses whether current legal frameworks are fit for purpose, while maintaining a balance between supporting innovation and the protection of individual’s privacy. Data privacy issues range from targeted advertising and facial recognition, systems based on artificial intelligence (AI) and blockchain, and machine-to-machine (M2M) communication, to technologies that enable the detection of emotions and personal care robots. The book will be of interest to scholars, policymakers and practitioners working in the fields of law and technology, EU law and data protection.

Hiring for Diversity
Hiring for Diversity

Author: Arthur Woods

Publisher: John Wiley & Sons

Published: 2021-07-27

Total Pages: 310

ISBN-13: 1119800919

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You want to build a more diverse organization, but how will you shift your hiring practices? Learn the playbook from the world’s top talent executives and the global leader in diversity recruiting. Hiring for Diversity: The Guide to Building an Inclusive and Equitable Organization brings together the most cutting-edge practices for implementing a diversity hiring strategy that leaves your organization with a comprehensive view and an actionable plan. Using the author’s research-backed Equal Hiring Index ® and work with hundreds of leading employers, the book offers readers the most actionable examples of the policies and practices that inclusive hiring leaders employ today. You’ll learn: How to take stock of your existing hiring and retention practices to identify the most urgent and high impact opportunities Where to enact tactical changes to your hiring practices and policies that will reduce bias and improve accessibility How to develop a comprehensive diversity sourcing strategy by building a holistic understanding of underrepresented communities How to shift the mindset and behavior of people in your organization to collectively advance your diversity hiring efforts How to measure your progress and report your impact in your diversity hiring Perfect for human resources professionals, managers, executives, and board members, and existing and aspiring leaders passionate about diversity, Hiring for Diversity will also earn a prominent spot on the bookshelves of anyone interested in making the company they work in more inclusive, fair, and equitable.