More Judgment Than Data

Data Literacy and Decision-Making
1. Auflage 2022
ISBN: 978-3-030-99471-6
Verlag: Springer International Publishing

Buch, Englisch, 160 Seiten, Format (B × H): 153 mm x 216 mm, Gewicht: 348 g

More data has been produced in the 21st century than all of human history combined. Yet, are we making better decisions today than in the past? How many poor decisions result from the absence of data? The existence of an overwhelming amount of data has affected how we make decisions, but it has not necessarily improved how we make decisions. To make better decisions, people need good judgment based on data literacy—the ability to extract meaning from data.

Including data in the decision-making process can bring considerable clarity in answering our questions. Nevertheless, human beings can become distracted, overwhelmed, and even confused in the presence of too much data. The book presents cautionary tales of what can happen when too much attention is spent on acquiring more data instead of understanding how to best use the data we already have. Data is not produced in a vacuum, and individuals who possess data literacy will understand the environment and incentives in the data-generating process. Readers of this book will learn what questions to ask, what data to pay attention to, and what pitfalls to avoid in order to make better decisions. They will also be less vulnerable to those who manipulate data for misleading purposes.

Zielgruppe

Research

Autoren/Hrsg.

Jones, Michael

Fachgebiete

• Mathematik | Informatik EDV | Informatik Daten / Datenbanken Big Data
• Wirtschaftswissenschaften Betriebswirtschaft Management Entscheidungsfindung
• Mathematik | Informatik Mathematik Stochastik Mathematische Statistik
• Wirtschaftswissenschaften Volkswirtschaftslehre Volkswirtschaftslehre Allgemein Wirtschaftstheorie, Wirtschaftsphilosophie

Inhaltsverzeichnis

Chapter 1: Introduction.- Chapter 2: Know Your Limits.- Chapter 3: See the Unseen.- Chapter 4: Unintended Consequences.- Chapter 5: When More is Better.- Chapter 6: Everything has a Price.- Chapter 7: Map the Environment.- Chapter 8: Establish a theory.- Chapter 9: Conclusion.

Über Autor(innen)

Michael Jones is an Associate Professor of Economics and the Executive Director for the Kautz-Uible Economics Institute at the University of Cincinnati, USA. He earned his Ph.D. in Economics at the University of Notre Dame and his MBA from the University of Cincinnati. Prior to receiving his Ph.D., he worked as a Senior Research Analyst for the Nielsen Company and as a Senior Business Development Manager at Cincinnati Bell. He has served on the Board of Directors for the Association of Universities for Business and Economics Research (AUBER), and has published in the Economics of Education Review, the IZA Journal of Labor of Economics, Public Administration Review, Applied Economics Letters, and other journals. He has written business cases published with Harvard Business Publishing Education and the University of Michigan.