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E-grāmata: Visual Analytics for Management: Translational Science and Applications in Practice

Edited by (Ohio State University, USA), Edited by (Mulsanne Management, USA)
  • Formāts: 198 pages
  • Izdošanas datums: 25-Nov-2016
  • Izdevniecība: Routledge
  • Valoda: eng
  • ISBN-13: 9781317278382
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  • Formāts: 198 pages
  • Izdošanas datums: 25-Nov-2016
  • Izdevniecība: Routledge
  • Valoda: eng
  • ISBN-13: 9781317278382
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This book provides students with an in-depth understanding of the concepts, frameworks, and processes used to analyze and present visual data for better decision-making. Expert contributors provide guidance in translating complex concepts from large data sets and how this translation drives management practice.

The book’s first part provides a descriptive consideration of the state-of-the-art science in visual design. The second part compliments the first with a rich set of cases and visual examples, illustrating development and best practice to provide students with real-world context. Through their presentation of modern scientific principles, the editors inspire structured discussions of audience and design, recognizing differences in need, bias, and effective processes across contexts and stakeholders.

This cutting-edge resource will be of value to students in business analytics, business communication, and management science classes, who will learn to be capable managers through the effective and direct visual communication of data. Researchers and practitioners will also find this an engaging and informative book.

Recenzijas

"In no other source will you find so much helpful knowledge and so many examples of the psychological and decision-making context behind visual representations of data. Serious visual analytics professionals need to be aware of and address these issues if they wish to be effective."

Thomas H. Davenport, Babson College, USA

"We are at an inflection point in management reporting where the volume and velocity of data has overwhelmed traditional reporting techniques. This book provides the frameworks and case studies to turn management dashboards into actionable decision tools."

John L Merino, Corporate Vice President and Chief Accounting Officer, FedEx Corporation, USA

List of Figures
vii
List of Tables
x
List of Contributors
xi
Preface xv
Introduction xix
PART I The Science of the Art
1(72)
1 Incomplete Pictures
3(14)
Elliot Bendoly
2 Coping with Haystacks
17(13)
Elliot Bendoly
3 Best Practices in Visual Design
30(12)
Elliot Bendoly
4 Sustaining Collective Sensemaking in Teams: Five Patterns of Interaction
42(14)
Alice Comi
Martin Eppler
L. Alberto Franco
5 Processing Data for Visual Network Analysis
56(17)
Jukka Huhtamaki
Martha G. Russell
Kaisa Sill
PART II Applied Cases
73(96)
6 Visualizing a Real-world Sales Pipeline Process
75(10)
Jeremy C. Adams
7 Framing Wicked Problems Using Co-design and a Hybrid Design Toolset
85(15)
Erika Braun
8 Visual Support for Complex Repair Operations in a Global Aerospace Company
100(13)
Sian Joel-Edgar
Lei Shi
Lia Emanuel
Simon Jones
Leon Watts
Linda Newnes
Stephen Payne
Ben Hicks
Stephen Culley
9 Electronic Health Record-based Visualization Tools
113(11)
Randi Foraker
10 Optimization, Visualization and Data Mapping for HVAC Product Distribution
124(14)
James W. Hamister
Michael J. Magazine
George G. Polak
11 The Long Way to Intuitive Visual Analysis of Air Traffic Control Data
138(10)
Paul Rosenthal
Linda Pfeiffer
Nicholas Hugo Muller
Georg Valtin
12 Data Visualization in History
148(11)
David J. Staley
13 An Energy Information System to Conserve Electricity in Campus Buildings
159(10)
Shaun Fontanella
Index 169
Elliot Bendoly is the 2015 Academy of Managements Operations Management Division Distinguished Scholar and a Full Professor in the Fisher College of Business at Ohio State University, USA.



Sacha Clark is the founder of Mulsanne Management, USA, a firm that assists clients with business strategy development and implementation, productivity enhancement and technology exploitation, and change and transformation management. He has worked with leading companies such as FedEx, General Motors, IBM, Mitsubishi, Procter & Gamble, Pennzoil, Shell, Samsung and WestPac.