Assisting Public Sector Decision Makers With Policy Analysis from Coursera

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. You will also learn intermediate technical skills, such as Chi-squared tests and contingency tables, comparing samples through t-tests and ANOVA, applying Tukey's honest significant difference to correct for multiple tests, understanding p-values, and visualizing simulations of statistical functions to help answer questions policymakers ask such as “What should we do?” and “Did it work?” In addition, you will practice statistical testing and create ggplot visuals for two real-world datasets using the R programming language.

All coursework is completed in RStudio in Coursera without the need to install additional software.

This is the third of four courses within the Data Analytics in the Public Sector with R Specialization. The series is ideal for current or early career professionals working in the public sector looking to gain skills in analyzing public data effectively. It is also ideal for current data analytics professionals or students looking to enter the public sector.

What's inside

Syllabus

Week 1 | Policy Frameworks & Types of Policy Analysis

Welcome to the third course in the Data Analytics in the Public Sector with R Certificate— Assisting Public Sector Decision Makers with Data and Policy Analysis. This week, you will begin to develop a competent understanding of different Policy Frameworks and Types of Policy Analyses. You will also get to recognize the important role of data analytics in the policy analysis process.

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Read about what's good

what should give you pause

and possible dealbreakers

Develops skills in policy analysis, which are core for working in the public sector

Emphasizes efficiency, effectiveness, and equity, which are fundamental principles in public sector decision-making

Provides hands-on practice with statistical testing and ggplot visuals using R, which are valuable tools for data analysis

Teaches prospective policy analysis, which helps develop skills in choosing appropriate policy options and forecasting

Covers program/policy evaluation, which is crucial for assessing the effectiveness of public sector initiatives

Utilizes authentic case studies and data sets, which provide practical context for the analysis techniques

Reviews summary

Policy analysis for public sector

According to students, this course offers an excellent foundation in policy analysis, specifically tailored for the public sector, effectively bridging theoretical frameworks with practical R applications. Learners frequently commend the course's relevance to real-world challenges and the utility of its authentic case studies and datasets. While the hands-on RStudio assignments are generally seen as a strong point, some learners note that the pace of technical content can be fast, suggesting a prior basic understanding of R is beneficial to avoid struggle. The course is highlighted for its focus on efficiency, effectiveness, and equity, making it highly valuable for current or aspiring public sector professionals.

Covers key statistical methods for policy questions.

"I think more time could have been spent on foundational statistical principles."

"I appreciated the clear explanations of p-values and Tukey's HSD."

"Some of the explanations for statistical concepts felt a bit rushed."

Engaging, real-world examples and datasets.

"The content on microsimulation modeling was insightful..."

"The emphasis on real-world public policy examples was fantastic."

"The case studies were engaging, and the R exercises were well-designed."

Strong emphasis on hands-on data analysis in R.

"I particularly enjoyed the hands-on RStudio assignments; they truly solidified my understanding of Chi-squared tests and ANOVA."

"The practical application of statistical tests like t-tests and ANOVA was very useful."

"I learned a lot about applying statistical methods to policy questions. The focus on public sector specific problems is a huge plus."

Highly applicable skills for real public sector work.

"This course provided an excellent foundation in policy analysis using R. ...highly relevant to real-world public sector challenges."

"Absolutely invaluable for my career in local government."

"The course content is highly relevant for public sector professionals. It bridges the gap between theory and practical application using R."

Pace of R content can be challenging for beginners.

"The R coding part felt a bit rushed, especially in the later weeks. ...if you're a complete beginner, you might struggle."

"I found the R coding aspects quite challenging, and the support wasn't always clear. Perhaps it assumes more R background than I possessed."

"The R parts were useful, but if you're not strong in statistics, you might need to supplement."

Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Assisting Public Sector Decision Makers With Policy Analysis with these activities:

Review 'Public Policy Analysis: A Systematic Approach'

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Review the core concepts of public policy analysis and develop a solid foundation for the course.

View Designing Public Policies: Principles and... on Amazon

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Read chapters 1-3 to gain an overview of the public policy process.
Complete the end-of-chapter exercises to test understanding.
Identify the key concepts and theories covered in the readings.

Organize and Review Course Materials

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Stay organized and refreshed on course concepts by compiling and reviewing materials regularly.

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Create a system for organizing notes, assignments, and readings.
Review materials regularly to reinforce understanding.
Use flashcards or other study aids to test your knowledge.

Solve Statistical Hypothesis Testing Problems

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Sharpen your skills in statistical hypothesis testing by practicing problem-solving.

Browse courses on Statistical Hypothesis Testing

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Find practice problems on statistical hypothesis testing.
Solve the problems, showing your work and explaining your reasoning.
Review your solutions and identify areas for improvement.

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Complete 'Applied Econometrics with R Coursera Specialization'

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Enhance your understanding of econometric techniques and R programming for policy analysis.

Browse courses on Econometrics

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Enroll in the 'Applied Econometrics with R Coursera Specialization'.
Complete the four courses in the specialization.
Apply the econometric methods learned in the specialization to real-world policy issues.

Attend a Workshop on Data Visualization for Public Policy

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Develop your skills in presenting data in a clear and compelling way for public policy purposes.

Browse courses on Data Visualization

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Find a workshop on data visualization for public policy.
Register for the workshop and attend all sessions.
Actively participate in the workshop activities and discussions.
Apply the techniques learned in the workshop to your own policy analysis projects.

Volunteer at a Local Government Agency

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Gain practical experience in public sector operations and policy implementation.

Browse courses on Public Policy

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Identify a local government agency that aligns with your interests.
Contact the agency to inquire about volunteer opportunities.
Contribute your time and skills to the agency's projects and initiatives.
Network with professionals and gain insights into public sector practices.

Design an Infographic: Data Analytics in Public Sector

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Create a visual representation of the role and benefits of data analytics in the public sector.

Browse courses on Data Analytics

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Gather data on the use of data analytics in public sector organizations.
Analyze the data to identify key trends and insights.
Design an infographic to visually present the findings.
Share the infographic with peers or on social media for feedback.

Develop a Policy Paper on a Public Sector Issue

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Apply the principles of policy analysis to a real-world public sector issue.

Browse courses on Public Policy

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Identify a public sector issue that interests you.
Research the issue and gather data and evidence.
Analyze the data and develop policy options.
Write a policy paper that presents your findings and recommendations.
Present the policy paper to a relevant audience (e.g., policymakers, community groups).

Career center

Learners who complete Assisting Public Sector Decision Makers With Policy Analysis will develop knowledge and skills that may be useful to these careers:

Research Scientist

Data analytics is at the core of what a Research Scientist does. This course can help you develop the skills needed to analyze public data and use it to inform decision-making. The course covers a variety of topics relevant to Research Scientists, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to conduct independent research and make meaningful contributions to your field.

See salaries and explore the career path for Research Scientist

Policy Analyst

Policy Analysts use data to inform policy decisions. This course can help you develop the skills you need to analyze public data and use it to make recommendations to policymakers. The course covers a variety of topics relevant to Policy Analysts, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Policy Analyst

Data Analyst

Data Analysts use data to solve problems and make informed decisions. This course can help you develop the skills you need to analyze public data and use it to make recommendations to policymakers. The course covers a variety of topics relevant to Data Analysts, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Data Analyst

Statistician

Statisticians use data to solve problems and make informed decisions. This course can help you develop the skills you need to analyze public data and use it to make recommendations to policymakers. The course covers a variety of topics relevant to Statisticians, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Statistician

Economist

Economists use data to analyze economic trends and make recommendations to policymakers. This course can help you develop the skills you need to analyze public data and use it to make recommendations to policymakers. The course covers a variety of topics relevant to Economists, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Economist

Program Manager

Program Managers use data to manage and evaluate programs. This course can help you develop the skills you need to analyze public data and use it to make decisions about how to improve programs. The course covers a variety of topics relevant to Program Managers, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Program Manager

Project Manager

Project Managers use data to manage and evaluate projects. This course can help you develop the skills you need to analyze public data and use it to make decisions about how to improve projects. The course covers a variety of topics relevant to Project Managers, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

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Consultant

Consultants use data to help clients solve problems and make informed decisions. This course can help you develop the skills you need to analyze public data and use it to make recommendations to clients. The course covers a variety of topics relevant to Consultants, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Consultant

Researcher

Researchers use data to conduct research and make discoveries. This course can help you develop the skills you need to analyze public data and use it to conduct research. The course covers a variety of topics relevant to Researchers, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Researcher

Data Scientist

Data Scientists use data to solve problems and make informed decisions. This course can help you develop the skills you need to analyze public data and use it to make recommendations to clients. The course covers a variety of topics relevant to Data Scientists, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Data Scientist

Business Analyst

Business Analysts use data to analyze business problems and make recommendations to stakeholders. This course can help you develop the skills you need to analyze public data and use it to make recommendations to stakeholders. The course covers a variety of topics relevant to Business Analysts, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Business Analyst

Financial Analyst

Financial Analysts use data to analyze financial trends and make recommendations to investors. This course can help you develop the skills you need to analyze public data and use it to make recommendations to investors. The course covers a variety of topics relevant to Financial Analysts, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Financial Analyst

Market Researcher

Market Researchers use data to analyze market trends and make recommendations to businesses. This course can help you develop the skills you need to analyze public data and use it to make recommendations to businesses. The course covers a variety of topics relevant to Market Researchers, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

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Operations Research Analyst

Operations Research Analysts use data to analyze operations and make recommendations to improve efficiency. This course can help you develop the skills you need to analyze public data and use it to make recommendations to improve efficiency. The course covers a variety of topics relevant to Operations Research Analysts, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

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Software Engineer

Software Engineers use data to design and develop software. This course can help you develop the skills you need to analyze public data and use it to design and develop software. The course covers a variety of topics relevant to Software Engineers, including policy analysis, program evaluation, and statistical modeling. By taking this course, you can gain the skills you need to succeed in this role.

See salaries and explore the career path for Software Engineer