Data Driven Decision Making
In-Person/Online
3 Days
English/Arabic
Learning Objectives
Use data analysis techniques and tools. Break down complex problems and situations into smaller, manageable components. Visualize data. Evaluate and makes decisions in accordance with data analysis. Demonstrate knowledge of the benefits and risks of a chosen decision by setting up or recommending plans to mitigate or strengthen decisions. Implement data-driven decision-making project.
In-Person/Online3 Days
English/Arabic
Learning Objectives
Use data analysis techniques and tools. Break down complex problems and situations into smaller, manageable components. Visualize data. Evaluate and makes decisions in accordance with data analysis. Demonstrate knowledge of the benefits and risks of a chosen decision by setting up or recommending plans to mitigate or strengthen decisions. Implement data-driven decision-making project.
Modules
Module 1: Introduction
- Understand the context
- Win-Win decisions
- Problem-solving model overview
- Decision making process
Module 2: Information Gathering
- Types of information
- Methods of gathering information
- Key questions to ask
- Data interpretation
- Bad data
Module 3: Defining the Problem/Situation Analysis
- Developing a problem statement
Module 4: Impact of Data Analysis and Visualization
- Distinguishing between symptoms and causes
- Fishbone diagram / “Ishikawa Diagram”
- Possible causes – interrelationship diagrams
Module 5: Data Driven Process Improvement
Module 6: Data Focused Vs Outcome Driven
Module 7: Create Alternative Solutions
- The Thinking mechanism, group thinking, brainstorming, brainwriting, affinity diagrams, the six thinking hats, the wheel of multiple perspectives, concept fans, and nominal grouping
Module 8: Enhanced Decision-Making Strategy
Module 9: Evaluating Options and Decision Making
- Deciding how to decide
- Grid analysis (weighted work sheet)
- The decision Matrix
- Paired comparison analysis
- The morphological Matrix
- Force field analysis
Module 10: Planning, Implementation, Monitoring and Evaluating
Module 11: Data-Driven Decision-Making Project
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