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Data Literacy in Practice

You're reading from   Data Literacy in Practice A complete guide to data literacy and making smarter decisions with data through intelligent actions

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Product type Paperback
Published in Nov 2022
Publisher Packt
ISBN-13 9781803246758
Length 396 pages
Edition 1st Edition
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Authors (2):
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Kevin Hanegan Kevin Hanegan
Author Profile Icon Kevin Hanegan
Kevin Hanegan
Angelika Klidas Angelika Klidas
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Angelika Klidas
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Table of Contents (21) Chapters Close

Preface 1. Part 1: Understanding the Data Literacy Concepts
2. Chapter 1: The Beginning – The Flow of Data FREE CHAPTER 3. Chapter 2: Unfolding Your Data Journey 4. Chapter 3: Understanding the Four-Pillar Model 5. Chapter 4: Implementing Organizational Data Literacy 6. Chapter 5: Managing Your Data Environment 7. Part 2: Understanding How to Measure the Why, What, and How
8. Chapter 6: Aligning with Organizational Goals 9. Chapter 7: Designing Dashboards and Reports 10. Chapter 8: Questioning the Data 11. Chapter 9: Handling Data Responsibly 12. Part 3: Understanding the Change and How to Assess Activities
13. Chapter 10: Turning Insights into Decisions 14. Chapter 11: Defining a Data Literacy Competency Framework 15. Chapter 12: Assessing Your Data Literacy Maturity 16. Chapter 13: Managing Data and Analytics Projects 17. Chapter 14: Appendix A – Templates 18. Chapter 15: Appendix B – References 19. Index 20. Other Books You May Enjoy

Reviewing for unintended consequences

While KPIs are hard to directly influence, they are easily susceptible to causing unintended consequences and driving the wrong behaviors. Revisiting the health example from earlier in the chapter, there are lots of diets out there that recommend some crazy things, such as never eating fat, or only eating fat, and everything in between. Maybe those diets will temporarily lower your weight on a short-term basis, but doing that also potentially has some unintended consequences on your body. Maybe you are vitamin or mineral deficient as a result. Someone that runs every day to stay in shape can potentially have the unintended consequence of directly causing damage to their knees or back.

The key to KPIs is balance and alignment. You don’t want to over-rotate one part of a system as you will then deplete another part of it. It is incredibly important to review your planned KPIs against those qualities. Failure to do so will end up in KPIs...

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