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Data-Driven DEI

Data-Driven DEI
Author: Randal Pinkett
Publisher: John Wiley & Sons
Total Pages: 329
Release: 2023-03-14
Genre: Business & Economics
ISBN: 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 DEI

Data-Driven DEI
Author: Randal Pinkett
Publisher: John Wiley & Sons
Total Pages: 329
Release: 2023-03-07
Genre: Business & Economics
ISBN: 1119856922
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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
Total Pages: 328
Release: 2024-04-02
Genre: Business & Economics
ISBN: 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
Total Pages: 268
Release: 2021-11-16
Genre: Business & Economics
ISBN: 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.

Data Visualisation

Data Visualisation
Author: Andy Kirk
Publisher: SAGE
Total Pages: 502
Release: 2019-07-08
Genre: Social Science
ISBN: 1526482886
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One of the "six best books for data geeks" - Financial Times With over 200 images and extensive how-to and how-not-to examples, this new edition has everything students and scholars need to understand and create effective data visualisations. Combining ‘how to think’ instruction with a ‘how to produce’ mentality, this book takes readers step-by-step through analysing, designing, and curating information into useful, impactful tools of communication. With this book and its extensive collection of online support, readers can: Decide what visualisations work best for their data and their audience using the chart gallery See data visualisation in action and learn the tools to try it themselves Follow online checklists, tutorials, and exercises to build skills and confidence Get advice from the UK’s leading data visualisation trainer on everything from getting started to honing the craft.

Reconstructing DEI

Reconstructing DEI
Author: Lily Zheng
Publisher: Berrett-Koehler Publishers
Total Pages: 329
Release: 2023-11-14
Genre: Business & Economics
ISBN: 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
Total Pages: 312
Release: 2021-11-30
Genre: Business & Economics
ISBN: 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.

Street Data

Street Data
Author: Shane Safir
Publisher: Corwin
Total Pages: 281
Release: 2021-02-12
Genre: Education
ISBN: 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.

Analysis of Straight-line Data

Analysis of Straight-line Data
Author: Forman S. Acton
Publisher:
Total Pages: 312
Release: 1966
Genre: Mathematics
ISBN:
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What Works

What Works
Author: Iris Bohnet
Publisher: Harvard University Press
Total Pages: 400
Release: 2016-03-08
Genre: Business & Economics
ISBN: 0674089030
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Gender equality is a moral and a business imperative. But unconscious bias holds us back and de-biasing minds has proven to be difficult and expensive. Behavioral design offers a new solution. Iris Bohnet shows that by de-biasing organizations instead of individuals, we can make smart changes that have big impacts—often at low cost and high speed.