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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.
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.
"Gathering data and using it to inform instruction is a requirement for many schools, yet educators are not necessarily formally trained in how to do it. This book helps bridge the gap between classroom practice and the principles of educational psychology. Teachers will find cutting-edge advances in research and theory on human learning and teaching in an easily understood and transferable format. The text's integrated model shows teachers, school leaders, and district administrators how to establish a data culture and transform quantitative and qualitative data into actionable knowledge based on: assessment; statistics; instructional and differentiated psychology; classroom management."--Publisher's description.
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.
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.
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.
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.
Design systemic equity and diversity into your organization Inclusion, Inc: How to Design Intersectional Equity into the Workplace moves beyond having tough conversations to deliver an innovative and proven approach to organizational diversity. Eschewing the “mindset-first” approach taken by many diversity, equity, and inclusion (DEI) programs, author and GEN founder Sara Sanford focuses on countering the systemic barriers that abet inequity by adjusting “cultural levers” to facilitate organization-wide change. Inclusion, Inc offers sustainable and cost-effective solutions that yield real, measurable returns, supported by: Data from thousands of surveys and interviews with executive-level changemakers. Case studies from GEN-certified organizations. Innovations drawn directly from the latest in behavioral economics and design-centered thinking. Perfect for business leaders, human resources and DEI professionals, and scholars and students of business, Inclusion, Inc will also prove invaluable to underrepresented employees and their allies seeking real, evidence-based solutions to the dilemma they frequently face: assimilate, or leave.
"What does a workplace utopia look like to you?" This is the question Dr. Ella F. Washington asks company leaders, and often she hears about an ideal vision of an organization that values diversity and inclusion and wants employees to bring their whole selves to work. But how can you get there? Organizations have largely missed the mark when it comes to creating environments where all employees thrive in an equal and equitable way, because they treat diversity, equity, and inclusion (DEI) as a program that gets done rather than the necessary and difficult journey it is. A truly inclusive workplace requires invention and reinvention, mistakes and humility, adaptation to a changing world, constant reflection, and sometimes significant sacrifice. The road to an inclusive workplace is a difficult one, but you can traverse it, and there's help along the way. Start here with stories of companies making the necessary journey, including Slack, PwC, Best Buy, Denny's, and many others. Hear from company leaders about their successes and failures, the times they were on the vanguard, and the moments they realized they had much more work to do. These are profiles in perseverance from people who are keen enough to recognize the need for inclusive workplaces and humble enough to know they're not there yet. Along the way, Washington provides a framework for thinking about where these companies are on their journeys and where you and your company may be too. Progress is hard won on the necessary journey to becoming an inclusive organization, but it must be won. John Lewis said it best: "You see something you want to get done, you cannot give up, and you cannot give in."
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.