University of Michigan - Assisting Public Sector Decision Maker With Policy Analysis
- Offered byCoursera
Assisting Public Sector Decision Maker With Policy Analysis at Coursera Overview
Duration | 16 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Assisting Public Sector Decision Maker With Policy Analysis at Coursera Highlights
- Earn a Certificate upon completion
Assisting Public Sector Decision Maker With Policy Analysis at Coursera Course details
- Develop data analysis skills that support public sector decision-makers by performing policy analysis through all phases of the policymaking process
- You will learn how to apply data analysis techniques to the core public sector principles of efficiency, effectiveness, and equity
- Through authentic case studies and data sets, you will develop analytical skills commonly used to analyze and assess policies and programs, including policy options analysis, microsimulation modeling, and research designs for program and policy evaluation
- In addition, you will practice statistical testing and create ggplot visuals for two real-world datasets using the R programming language
Assisting Public Sector Decision Maker With Policy Analysis at Coursera Curriculum
Week 1
Policy Frameworks & Types of Policy Analysis
Introduction to Course 3: Assisting Public Sector Decision Makers with Data and Policy Analysis
What is Policy and Why it Matters
Policy Typology
Facts About Public Policy
Policy Typology-Examples
The Policy Making Process
Policy Analysis: Definitions & Examples
Policy Analysis: Role of Data Analytics in the Policy Analysis
Course Syllabus
Course Glossary of Terms
Help Us Learn About You
Week 1 Optional Readings & Resources
Policy Typology Knowledge Check
Week 1 Quiz: Policy Frameworks & Types of Policy Analysis
Week 2
Prospective Policy Analysis: What Should We Do?-Part 1
Framework for Policy Options Analysis-Part 1
Framework for Policy Options Analysis-Part 2
Introduction to Inferential Statistical Analysis in R
Chi-squared Tests of Association
t-Tests of Difference in Means
ANOVA Models
p-Values & Simulation
Knowledge Check: Policy Options Analysis
t-Tests of Difference in Means: Practice & Knowledge Check
Week 2 Quiz: EDA & Inferential Statistical Analysis in R
Week 3
Prospective Policy Analysis: What Should We Do?-Part 2
Introduction to Policy Simulation Modeling
Examples of Policy Simulation Models
Economic Analysis in Simulation Modeling: Cost-Benefit Analysis
Economic Analysis in Simulation Modeling: Cost-Effectiveness Analysis
Dealing with Uncertainty: Sensitivity Analysis
Example of Sensitivity Analysis to Deal with Uncertainty
Policy Microsimulation: What is a Compartmental Model?
A Basic Tobacco Control Compartment Model
Tobacco Control Compartmental Model: Menthol Cigarette Example
Week 3 Optional Readings & Resources
Policy Microsimulation Modeling Knowledge Check
Week 3 Quiz: Policy Microsimulation Modeling
Week 4
Program/Policy Evaluation: Did it Work?-Part 1
What is Program Evaluation and Why it matters?
Types of Program Evaluation
Program Evaluation Framework
Focusing the Design and Gathering Credible Evidence
Example of a Research Design
Internal and External Validity: the Basics
Internal and External Validity: Examples
Common Research Designs for Evaluation In Public Sector
Experimental Designs
Examples of Randomized-Controlled Trials (RCTs) of Public Programs
Coming Up Next: The DC Garbage Can Case Study
The DC Garbage Can Intervention: Data Analysis
The DC Garbage Can Intervention: Joining Data
The DC Garbage Can Intervention: Wrap-Up
One More Thing For This Week: Random Assignment vs Random Selection
Raise Taxes on Tobacco
Week 4 Optional Readings & Resources
Program Evaluation Knowledge Check
Research Design Knowledge Check
The DC Garbage Can Intervention: Practice & Knowledge Check
Week 4 Quiz: Program/Policy Evaluation
Week 5
Program/Policy Evaluation: Did it Work?-Part 2
Quasi Experimental Designs
The Basics of Time-Series Design
Time-Series Design: Examples
Coming Up Next: The Sicily Smoking Ban Case Study
The Sicily Smoking Ban Case Study: A Worked Example of Epidemiology
Congratulations on Completing the Course!
Week 5 Optional Readings & Resources
Post- Course Survey
Quasi Experimental Designs Knowledge Check
Assisting Public Sector Decision Maker With Policy Analysis at Coursera Admission Process
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