Organizational Learning in the Age of Data

Organizational Learning in the Age of Data PDF Author: Andrew Banasiewicz
Publisher: Springer Nature
ISBN: 3030748669
Category : Technology & Engineering
Languages : en
Pages : 307

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.

Organizational Learning

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

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

Digital Transformation of Learning Organizations

Digital Transformation of Learning Organizations PDF Author: Christian Helbig
Publisher: Springer Nature
ISBN: 3030558789
Category : Education
Languages : en
Pages : 266

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.

Data and Information in Online Environments

Data and Information in Online Environments PDF Author: Rogério Mugnaini
Publisher: Springer Nature
ISBN: 3030500721
Category : Computers
Languages : en
Pages : 256

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.

Organizational Learning and Knowledge: Concepts, Methodologies, Tools and Applications

Organizational Learning and Knowledge: Concepts, Methodologies, Tools and Applications PDF Author: Management Association, Information Resources
Publisher: IGI Global
ISBN: 1609607848
Category : Business & Economics
Languages : en
Pages : 3216

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.

Learning in the Age of Immediacy

Learning in the Age of Immediacy PDF Author: Brandon Carson
Publisher: Association for Talent Development
ISBN: 1562869825
Category : Business & Economics
Languages : en
Pages : 218

Book Description
Welcome to the Age of Immediacy. We're in a new era of learning, one in which learners expect information to be available anywhere and anytime. How do you make sure your learning experiences keep up with the pace of workplace transformation? In Learning in the Age of Immediacy: 5 Factors for How We Connect, Communicate, and Get Work Done, learning strategist Brandon Carson argues that five edge technologies (augmented reality and virtual reality, the cloud, mobile, big data, and the Internet of Everything) are transforming the modern workplace, requiring new learning methods to empower the modern worker. Through real-world case studies and interviews with industry experts and business leaders, he shows how these technologies affect training's design, delivery, and evaluation. He also provides practical advice to integrate the five factors into your learning strategy, helping you answer important questions along the way: What will the workforce you support look like in the next several years? How will you provide in-the-moment learning for the streaming economy the cloud has introduced? Do you have a mobile learning strategy? (You should). And how will you use the emerging practice of data science to provide evidence of training’s value to the business? The stakes are high, and these factors could be the difference between achieving measurable results or driving your learners to seek solutions elsewhere. Use Learning in the Age of Immediacy to create a learning plan that will serve your workforce now and in the future!

Handbook of Research on Learning in the Age of Transhumanism

Handbook of Research on Learning in the Age of Transhumanism PDF Author: Sisman-Ugur, Serap
Publisher: IGI Global
ISBN: 1522584323
Category : Education
Languages : en
Pages : 480

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.

Data Analytic Literacy

Data Analytic Literacy PDF Author: Andrew Banasiewicz
Publisher: Walter de Gruyter GmbH & Co KG
ISBN: 3111001679
Category : Business & Economics
Languages : en
Pages : 268

Book Description
The explosive growth in volume and varieties of data generated by the seemingly endless arrays of digital systems and applications is rapidly elevating the importance of being able to utilize data; in fact, data analytic literacy is becoming as important now, at the onset of the Digital Era, as rudimentary literacy and numeracy were throughout the Industrial Era. And yet, what constitutes data analytic literacy is poorly understood. To some, data analytic literacy is the ability to use basic statistics, to others it is data science ‘light’, and to still others it is just general familiarity with common data analytic outcomes. Exploring the scope and the structure of rudimentary data analytic competencies is at the core of this book which takes the perspective that data analytics is a new and distinct domain of knowledge and practice. It offers application-minded framing of rudimentary data analytic competencies built around conceptually sound and practically meaningful processes and mechanics of systematically transforming messy and heterogeneous data into informative insights. Data Analytic Literacy is meant to offer an easy-to-follow overview of the critical elements of the reasoning behind basic data manipulation and analysis approaches and steps, coupled with the commonly used data analytic and data communication techniques and tools. It offers an all-inclusive guide to developing basic data analytic competencies.

Information Technology and Organizational Learning

Information Technology and Organizational Learning PDF Author: Arthur M. Langer
Publisher: CRC Press
ISBN: 1351387588
Category : Business & Economics
Languages : en
Pages : 269

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.

Organizational Learning in the Age of Data

Organizational Learning in the Age of Data PDF Author: Andrew Banasiewicz
Publisher:
ISBN: 9783030748678
Category :
Languages : en
Pages : 0

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.