Data Fluency: empowering your organization with effective data communication
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| Main Authors: | , , , |
|---|---|
| Format: | Book |
| Language: | English |
| Published: |
Indianapolis, Ind.
Wiley
[2014]
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| Physical Description: | xxviii, 256 Seiten Illustrationen, Diagramme 24 cm |
| ISBN: | 9781118851012 |
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MARC
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| 245 | 1 | 0 | |a Data Fluency |b empowering your organization with effective data communication |c Zach Gemignani, Chris Gemignani, Dr. Richard Galentino, Dr. Patrick Schuermann |
| 264 | 1 | |a Indianapolis, Ind. |b Wiley |c [2014] | |
| 300 | |a xxviii, 256 Seiten |b Illustrationen, Diagramme |c 24 cm | ||
| 336 | |b txt |2 rdacontent | ||
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| 700 | 1 | |a Schuermann, Patrick |e Verfasser |0 (DE-588)1210445255 |4 aut | |
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Record in the Search Index
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| adam_text |
Contents
Foreword
.xix
introduction
.xxi
Chapter
1
The Last Mile Problem
1
The Information Age: Driving the Need for Data Fluency
.2
Data Fluency: Unlock the Potential Energy of Data in Your
Organization
.4
Big Data and Data Metaphors
.5
Our Data Fluency Framework
.7
Case Studies: A Window into the Framework for
Data Fluency
.8
Data Consumers: Fantasy Football
.8
Producers of Data Products: U.S. News
.11
Organizational-Level Consumers: School District Woes
13
Organizational-Level Producers: Insurance Company
Bottom Lines
./5
Chapter
2
The Data Fluency Framework
19
The Data Fluency Framework
.
2Î
Individuals and the Organization
.22
Using Data versus Presenting Data
.23
Element
1 :
Data Literate Consumers
.23
Element
2:
Data Fluent Producers
.24
Element
3:
The Data Fluent Culture
.26
Element
4:
The Data Product Ecosystem
.27
Connective Tissue
.28
Resources for More Depth
.28
Benefits of the Data Fluent Organization
.29
How to Use This Framework
.30
How Organizations Struggle
.31
Summary
.32
Chapter
3
How Organizations Struggle with Data Fluency
33
Pitfalls on the Path to Data Fluency
.35
Report Proliferation
.35
Balkanized Data
.36
Mlv
I Contents
Data Elitism
.38
The Supermodel
.39
Searching for Understanding
.40
Data Care
.42
Metric Fixation
.43
Finding Balance
.45
Chapter
4
A Consumer's Guide to Understanding Data
47
Data Products
.49
Everyday Data Products
.51
Barriers to Using Data Products
.55
Jargon
.55
Not Knowing Where to Start or What to Focus On
.57
Inconsistency
.58
Learning the Language of Data
.60
Atomic Data
.60
Summarized Data
.61
Exploring Data Tables
.63
Rows Tell Stones
.63
Columns Give the Bigger Picture
.64
Understanding Charts and Visualizations
.64
Comprehensibility
.65
Dissecting Data Products
.66
Where Does It Come From?
.67
What Can I Learn from It?
.
бо
What Can You Do with It?
.74
Wrapping Up
. .
.^
Chapter
5
Data Authors: Skilled Designers of Data Presentations
79
A Rare Skillset
.
What You'll Learn
.
'".ľ.!!."!!!!'
.81
Guided Conversations
. .
82
Finding Your Purpose and Message
. 84
Let the Data Speak
.[.[. 85
Your Objectives
. ·■.····.
Your Audience
. .
fi6
Information Discrimination
. .
88
Defining Meaningful and Actionable Metrics
.92
Creating Structure and Flow to Your Data Products
.95
A Guided Path: Structure and Flow.
""
95
Why Structure Matters?
. '
g?
Structure Options
.···.
Contents
І
xv
Designing Attractive, Easy-to-Understand
Data Products
.103
Form
.
W3
Visualizing Your Data
. 104
Color
. 107
Typography
. 109
Wrapping Data in Context
.
Ill
Language
.112
Creating Dialogue with Your Data Products
.114
Your Audience's Audience
.114
Data Leading to Dialogue
.114
Design Principles
.115
Visualizations
.115
Design Principles for Data Products
.121
Compactness and Modularity
. 121
Gradual Reveal
. 121
Guide Attention
. 122
Support Casual Use
. 122
Lead to Action
. 123
Customizable
. 124
Explanation before Information
. 124
Viva the Authors of Data Products
.125
Chapter
б
The Data Fluent Culture
127
Leadership, Culture, and Communicating Priorities
.129
Set and Communicate Expectations
.130
Articulate Specific, Measureable Indicators
.131
Celebrate Effective Data Use and Products
.132
Use Data to Inform Decisions and Actions
. 133
Establishing Key Metrics to Rally Around
.134
What Makes a Good Metric?
.134
Using Metrics to Drive Organizational Improvement
.137
Choose a Few Key Metrics at Any Given Level
. 138
Select Key Metrics That Align with the Mission
and Vision
. 138
Show Employees That Their Contributions Are Essential
138
Reference Key Metrics and Data Analysis When
Communicating Goals
. 139
Avoiding Metrics Pitfalls
. 139
Shared Understandings
.141
Common Vocabulary and Terminology Relating to
Organization-Specific Data
.143
Clear Definitions of Measures
. 143
Standard Forms for Collecting Data
. 143
«Vi
I Contents
Understanding and Appreciating Credible,
Reliable Data Sources
.
145
Understand the Strengths and Weaknesses
of Data Sources
.
145
Provide Transparency into How Data Is
Manipulated and Modeled
.147
Define a Shared Set of Key Metrics
.148
Understanding the Purpose and Motivation for
Data Products
.149
Everyday Activities
.151
Data Consumers
.152
Help Individuals Evaluate Data without Distraction.
. 152
Focus on the Message
.'53
Data Products
.153
Establish Clear Guidelines for Quality
Data Products
.153
Develop a Feedback Mechanism for Data
Products to Help Evolve and Improve Content.
. 155
Celebrate Examples of Quality Data Products
.156
Data Usage
.156
Encourage Data-Driven Decision-Making
.157
Evaluating Effective Data Use within the
Organization
.157
Evolution of Data Fluent Cultures
.158
Chapter
7
Tht
Dita
Product Ecosystem
161
Data Products for Information Delivery
.162
Necessary Conditions
.163
Learning from the App Store
.165
Demand
.167
Top-Down Demand Map
.167
Grassroots Needs
.169
Where to Begin
.169
Design
.-170
Objective
.170
Start with a Style Guide
.172
Develop
.172
"It's a Poor Craftsman Who Blames His Tools"
.174
Discover
. 175
Objective
.176
Where to Begin: A Centralized Inventory of
Data Products
. 176
Contents
І
xvii
Discuss
.177
Objective
.177
Where to Begin: Create a Place to Capture Insights
.178
Distill
.179
Learning from Wikipedia
.179
Objective
. 180
What Can You Do Without?
. 180
"Only Connect"
.181
Chapter
8
The Journey to Data Fluency
183
Why Data Fluency?
.185
Data Consumers: Creating a Sophisticated Audience
.187
Data Product Producers: The Skills to Enable Effective Data
Communication
.188
Data Fluent Culture: Building a Shared Understanding of Data
.189
Data Product Ecosystem: Tools and Processes to Facilitate the
Fluid Exchange of Information
.189
Begin the Journey
.190
Feature The Data Fluency Inventory
193
The Data Fluency Inventory Survey Questions
.194
Component
1:
Data Consumer Literacy
. 196
Use of Data
. 197
Data Skills
.198
Value Placed on Data
.199
Component
2:
Data Product Author Skills
.200
Tools
.201
Skills
.202
Perceptions and Attitudes
.203
Component
3:
Data Fluent Culture
.204
Leadership
.205
Key Metrics
.205
Shared Understanding and Everyday Data Use
.206
Component
4:
Data Product Ecosystem
.207
Demand and Design
.208
Develop
.208
Discover
.209
Discuss and Distill
.209
Summary of the DPI
.210
DFI Scoring Guide (for Organizations)
.210
Question Types and Point Values
.211
Organization Scores
.211
Component
1 :
Data Consumer Literacy
.211
Thoughts for an Organizational Leader
.212
xviii
I Contents
Appendix A
Appendix
В
Component
2:
Data Product Authors
.212
Thoughts for an Organizational Leader
.213
Component
3:
Data Fluent Culture
.213
Thoughts for an Organizational Leader
.214
Component
4:
Data Product Ecosystem
.214
Thoughts for an Organizational Leader
.214
Organizational Scoring Summary
.215
Scoring Guide (for Individuals)
.215
What Can You Measure as an Individual?
.216
Component
1:
Data Consumer (Individual Only)
.216
Component
2:
Data Authors (Individual Only)
.217
Individual Scoring Guide Summary
.217
DFI Supporting Materials
.218
Survey Introduction E-mail
.218
Data Literacy Quiz
.219
Designing Data Products
223
A Checklist for Creating Data Products
.224
Think Like a Designer
.226
Designed to Be Used
.228
Breaking Free of the One-Page Dashboard Rule
.229
Dashboard Alerts Checklist
.231
Context: Users Need to Understand How an Alert Is
Defined and How It Fits into the Larger Picture
.232
Cogency: An Alerting System Needs to Avoid Causing
Unnecessary Alarm While Delivering Easy-to-
Understand Information That Can Be Acted Upon.
. 232
Communication: Alerts Must Be Designed to
Effectively Capture Attention and Inform
.233
Control: Advanced Alert System Should Give Users the
Ability to Customize and Manage Alerts
.233
8
Features of Successful Real-time Dashboards
.234
Styl«
Guide
237
Style Guide Sample
1:
Fonts
.239
Style Guide
Sampie
2:
Colors
.240
Style Guide Sample
3:
Date/Number Formatting
.241
Style Guide Sample
4:
Bar Charts
.242
Style Guide Sample S: Trend Charts
.243
Style Guide Sample
6:
Tables
. 244
index
.,,,,.245 |
| any_adam_object | 1 |
| author | Gemignani, Zach Gemignani, Chris Galentino, Richard Schuermann, Patrick |
| author_GND | (DE-588)1210444178 (DE-588)1210444402 (DE-588)121044500X (DE-588)1210445255 |
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| spelling | Gemignani, Zach Verfasser (DE-588)1210444178 aut Data Fluency empowering your organization with effective data communication Zach Gemignani, Chris Gemignani, Dr. Richard Galentino, Dr. Patrick Schuermann Indianapolis, Ind. Wiley [2014] xxviii, 256 Seiten Illustrationen, Diagramme 24 cm txt rdacontent n rdamedia nc rdacarrier Visuelle Kommunikation (DE-588)4131112-7 gnd rswk-swf Visualisierung (DE-588)4188417-6 gnd rswk-swf Visualisierung (DE-588)4188417-6 s Visuelle Kommunikation (DE-588)4131112-7 s DE-604 Gemignani, Chris Verfasser (DE-588)1210444402 aut Galentino, Richard Verfasser (DE-588)121044500X aut Schuermann, Patrick Verfasser (DE-588)1210445255 aut Erscheint auch als Online-Ausgabe 978-1-118-85089-3 Erscheint auch als Online-Ausgabe 978-1-118-85100-5 Digitalisierung UB Bamberg - ADAM Catalogue Enrichment application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027723022&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Data Fluency empowering your organization with effective data communication Visuelle Kommunikation (DE-588)4131112-7 gnd Visualisierung (DE-588)4188417-6 gnd Gemignani, Zach Gemignani, Chris Galentino, Richard Schuermann, Patrick |
| subject_GND | (DE-588)4131112-7 (DE-588)4188417-6 |
| title | Data Fluency empowering your organization with effective data communication |
| title_auth | Data Fluency empowering your organization with effective data communication |
| title_exact_search | Data Fluency empowering your organization with effective data communication |
| title_full | Data Fluency empowering your organization with effective data communication Zach Gemignani, Chris Gemignani, Dr. Richard Galentino, Dr. Patrick Schuermann |
| title_fullStr | Data Fluency empowering your organization with effective data communication Zach Gemignani, Chris Gemignani, Dr. Richard Galentino, Dr. Patrick Schuermann |
| title_full_unstemmed | Data Fluency empowering your organization with effective data communication Zach Gemignani, Chris Gemignani, Dr. Richard Galentino, Dr. Patrick Schuermann |
| title_short | Data Fluency |
| title_sort | data fluency empowering your organization with effective data communication |
| title_sub | empowering your organization with effective data communication |
| topic | Visuelle Kommunikation (DE-588)4131112-7 gnd Visualisierung (DE-588)4188417-6 gnd |
| topic_facet | Visuelle Kommunikation Visualisierung |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027723022&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
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