Organizational Learning in the Age of Data PDF Download

Author: Andrew Banasiewicz
Publisher: Springer Nature
ISBN: 3030748669
Category : Technology & Engineering
Languages : en
Pages : 307

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Book Description
This book discusses the impact of advanced information technologies, such as data processing, machine learning, and artificial intelligence, on organizational decision-making processes and practices. One of the book’s central themes is the interplay between human reasoning and machine logic in the context of organizational functioning, specifically, the fairly common situations in which subjective beliefs are pitted against objective evidence giving rise to conflict rather than enhancing the quality of organizational sensemaking. Aiming to not only raise the awareness of the potential challenges but also to offer solutions, the book delineates and discusses the core impediments to effective human-information technology interactions, and outlines strategies for overcoming those obstacles on the way to enhancing the efficacy of organizational decision-making.

Author: Vivienne Collinson
Publisher: SAGE
ISBN: 1452237948
Category : Education
Languages : en
Pages : 265

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Book Description
Reshapes the way teachers and administrators think about people, practices, and policies... This innovative book about organizational learning in K–12 settings reshapes the way teachers and administrators think about people, practices, and policies while providing a compelling roadmap for transformation from within today′s school systems. Key Features: Six interrelated conditions support organizational learning: prioritizing learning, fostering inquiry, facilitating the dissemination of knowledge, practicing democratic principles, attending to human relationships, and providing for members′ self-fulfillment. An on-going case study connects everyday practices in school systems to a holistic framework that helps practitioners understand how their thinking and behaviors influence learning, work environments, collegial interactions, decision making, and innovation. Numerous practical examples bring complex theoretical concepts to life, while a series of essential questions, activities for getting started, and reflective journal prompts allow practitioners to apply content and ideas to their own settings

Author: Christian Helbig
Publisher: Springer Nature
ISBN: 3030558789
Category : Education
Languages : en
Pages : 266

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Book Description
This open access volume provides insight into how organizations change through the adoption of digital technologies. Opportunities and challenges for individuals as well as the organization are addressed. It features four major themes: 1. Current research exploring the theoretical underpinnings of digital transformation of organizations. 2. Insights into available digital technologies as well as organizational requirements for technology adoption. 3. Issues and challenges for designing and implementing digital transformation in learning organizations. 4. Case studies, empirical research findings, and examples from organizations which successfully adopted digital workplace learning.

Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1609607848
Category : Business & Economics
Languages : en
Pages : 3216

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Book Description
Organizational Learning and Knowledge: Concepts, Methodologies, Tools and Applications demonstrates exhaustively the many applications, issues, and techniques applied to the science of recording, categorizing, using and learning from the experiences and expertise acquired by the modern organization. A much needed collection, this multi-volume reference presents the theoretical foundations, research results, practical case studies, and future trends to both inform the decisions facing today's organizations and the establish fruitful organizational practices for the future. Practitioners, researchers, and academics involved in leading organizations of all types will find useful, grounded resources for navigating the ever-changing organizational landscape.

Author: Rogério Mugnaini
Publisher: Springer Nature
ISBN: 3030500721
Category : Computers
Languages : en
Pages : 256

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Book Description
This book constitutes the refereed post-conference proceedings of the First International Conference on Data and Information in Online Environments, DIONE 2020, which took place in Florianópolis, Brazil, in March 2020. DIONE 2020 handles the growing interaction between the information sciences, communication sciences and computer sciences. The 18 revised full papers were carefully reviewed and selected from 37 submissions and focus on the production, dissemination and evaluation of contents in online environments. The goal is to improve cooperation between data science, natural language processing, data engineering, big data, research evaluation, network science, sociology of science and communication communities.

Author: Sisman-Ugur, Serap
Publisher: IGI Global
ISBN: 1522584323
Category : Education
Languages : en
Pages : 480

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Book Description
As a movement, transhumanism aims to upgrade the human body through science, constantly pushing back the limits of a person by using cutting-edge technologies to fix the human body and upgrade it beyond its natural abilities. Transhumanism can not only change human habits, but it can also change learning practices. By improving human learning, it improves the human organism beyond natural and biological limits. The Handbook of Research on Learning in the Age of Transhumanism is an essential research publication that discusses global values, norms, and ethics that relate to the diverse needs of learners in the digital world and addresses future priorities and needs for transhumanism. The book will identify and scrutinize the needs of learners in the age of transhumanism and examine best practices for transhumanist leaders in learning. Featuring topics such as cybernetics, pedagogy, and sociology, this book is ideal for educators, trainers, instructional designers, curriculum developers, professionals, researchers, academicians, policymakers, and librarians.

Author: Andrew Banasiewicz
Publisher:
ISBN: 9783030748678
Category :
Languages : en
Pages : 0

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Book Description
This book discusses the impact of advanced information technologies, such as data processing, machine learning, and artificial intelligence, on organizational decision-making processes and practices. One of the book's central themes is the interplay between human reasoning and machine logic in the context of organizational functioning, specifically, the fairly common situations in which subjective beliefs are pitted against objective evidence giving rise to conflict rather than enhancing the quality of organizational sensemaking. Aiming to not only raise the awareness of the potential challenges but also to offer solutions, the book delineates and discusses the core impediments to effective human-information technology interactions, and outlines strategies for overcoming those obstacles on the way to enhancing the efficacy of organizational decision-making. Tackles inherently technical aspects of advanced information technologies and cognitive functioning; Discusses what it means to 'learn' and 'know' in the age of data and advanced information technologies such as big data, data analytics, AI, and machine learning; Provides specific recommendations for how to effectively combine the power of information technology with human creative thinking.

Author: Veronica Schmidt Harvey
Publisher: Oxford University Press
ISBN: 0190085355
Category : Business & Economics
Languages : en
Pages : 613

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Book Description
"The Age of Agility: Building Learning Agile Leaders and Organizations focuses on learning agility, one of the most important trends in the business world during the past decade. Some surveys have found it was the most frequently used criterion to measure leadership potential. Despite this popularity there are fundamental questions that need to be answered such as (a) What specifically is learning agility? (b) How many facets or dimensions does it have? (c) How do we measure it? and (d) Can it be developed? It appears that much of what is known about the construct of learning agility has been gleaned from its application by practitioners. While this knowledge is an extremely useful place to begin, there is an urgent need to undergird this understanding with science. The purpose of this edited book is to systematically examine the construct through a more scholarly lens. Over 50 authors - both academic researchers and talent management practitioners - have contributed to the contents. The goal is to enhance knowledge of learning agility, distilling and synthesizing scientific evidence with best practices"--

Author: Alex J. Bowers
Publisher: IAP
ISBN: 1623967880
Category : Education
Languages : en
Pages : 281

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Book Description
Our fifth book in the International Research on School Leadership series focuses on the use of data in schools and districts as useful information for leadership and decision making. Schools are awash in data and information, from test scores, to grades, to discipline reports, and attendance as just a short list of student information sources, while additional streams of data feed into schools and districts from teachers and parents as well as local, regional and national policy levels. To deal with the data, schools have implemented a variety of data practices, from data rooms, to data days, data walks, and data protocols. However, despite the flood of data, successful school leaders are leveraging an analysis of their school’s data as a means to bring about continuous improvement in an effort to improve instruction for all students. Nevertheless, some drown, some swim, while others find success. Our goal in this book volume is to bring together a set of chapters by authors who examine successful data use as it relates to leadership and school improvement. In particular, the chapters in this volume consider important issues in this domain, including: • How educational leaders use data to inform their practice. • What types of data and data analysis are most useful to successful school leaders. • To what extent are data driven and data informed practices helping school leaders positively change instructional practice? • In what ways does good data collection and analysis feed into successful continuous improvement and holistic systems thinking? • How have school leadership practices changed as more data and data analysis techniques have become available? • What are the major obstacles facing school leaders when using data for decision making and how do they overcome them?

Author: Arthur M. Langer
Publisher: CRC Press
ISBN: 1351387588
Category : Business & Economics
Languages : en
Pages : 269

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Book Description
Focusing on the critical role IT plays in organizational development, the book shows how to employ action learning to improve the competitiveness of an organization. Defining the current IT problem from an operational and strategic perspective, it presents a collection of case studies that illustrate key learning issues. It details a dynamic model for effective IT management through adaptive learning techniques—supplying proven educational theories and practices to foster the required changes in your staff. It examines existing organizational learning theories and the historical problems that occurred with companies that have used them, as well as those that have failed to use them.