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.
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 
(11 reviews)
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
Details to know
Add to your LinkedIn profile
3 assignments
See how employees at top companies are mastering in-demand skills
Build your subject-matter expertise
- Learn new concepts from industry experts
- Gain a foundational understanding of a subject or tool
- Develop job-relevant skills with hands-on projects
- Earn a shareable career certificate
Earn a career certificate
Add this credential to your LinkedIn profile, resume, or CV
Share it on social media and in your performance review
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
Why people choose Coursera for their career
Open new doors with Coursera Plus
Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Advance your career with an online degree
Earn a degree from world-class universities - 100% online
Join over 3,400 global companies that choose Coursera for Business
Upskill your employees to excel in the digital economy
Frequently asked questions
Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:
The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.
The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.
When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.
If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.