Deepen your understanding of the power and politics of data in the public sector, including how values — in addition to data and evidence — are always part of public sector decision-making. In this course, you will explore common ethical challenges associated with data, data analytics, and randomized controlled trials in the public sector. You will also navigate and understand the ethical issues related to data systems and data analysis by understanding frameworks, codes of ethics, and professional guidelines. Using two technical case studies, you will understand common ethical issues, including participation bias in populations and how slicing analysis is used to identify bias in predictive machine learning models. This course also serves as a capstone experience for the Data Analytics in the Public Sector with R Specialization, where you will conduct an applied policy options analysis using authentic data from a real-world case study. In this capstone exercise, you will review data as part of policy options analysis, create a visualization of the results, and make a recommendation.
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Politics and Ethics of Data Analytics in the Public Sector
This course is part of Data Analytics in the Public Sector with R Specialization
Instructors: Christopher Brooks
Included with 
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What you'll learn
Explore common ethical challenges associated with data, data analytics, and randomized controlled trials in the public sector
Understand the ethical issues related to data systems and data analysis by understanding frameworks, codes of ethics, and professional guidelines
Conduct an applied policy options analysis using authentic data from a real-world case study
Skills you'll gain
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There are 3 modules in this course
Welcome to the fourth and the last course in the Data Analytics in the Public Sector with R Certificate— Politics and Ethics of Data Analytics in the Public Sector. This week, you will begin to develop a competent understanding of politics and ethical challenges in data analytics.
What's included
7 videos5 readings1 assignment2 discussion prompts1 ungraded lab
Welcome to Week 2! This week you will dive deeper into the ethical challenges in the profession of data analyst and learn how to respond to these ethical challenges. You will get learn through authentic examples and case studies.
What's included
12 videos1 reading1 assignment3 discussion prompts1 ungraded lab
Welcome to Week 3, the last week of this course! This week you will get to apply all that you learned in this course and the Data Analytics in the Public Sector with R Certificate through a capstone project. You will work with an authentic case study of “Providing Pensions for the Poor in Mexico.”
What's included
4 videos4 readings1 assignment1 app item
Offered by
Recommended if you're interested in Governance and Society
West Virginia University
University of Illinois Urbana-Champaign
University of Maryland, College Park
Lund University
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