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Assisting Public Sector Decision Makers With Policy Analysis · LearnSpace
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Assisting Public Sector Decision Makers With Policy Analysis

Курс от University of Michigan
Средний≈ 16.3 чАнглийский
О курсеНавыкиПрограммаПреподаватели

О курсе

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.

Навыки, которые вы освоите

Policy AnalysisProgram EvaluationResearch DesignPolicy Analysis, Research, and DevelopmentStatistical AnalysisData Analysis SoftwareAnalyticsAnalytical SkillsStatistical InferenceGgplot2Policy DevelopmentStatistical Hypothesis TestingData AnalysisR ProgrammingPublic PoliciesStatistical SoftwareStatistical MethodsTime Series Analysis and ForecastingForecastingStatistical Programming

Программа курса

5 модулей · 70 учебных материалов

01Week 1 | Policy Frameworks & Types of Policy Analysis17 материалов

Welcome to Assisting Public Sector Decision Makers Through Policy Analysis

Introduction to Course 3: Assisting Public Sector Decision Makers with Data and Policy AnalysisВидеоCourse SyllabusЧтениеCourse Glossary of TermsЧтениеMeet Your Fellow Learners

Учитесь у экспертов

Christopher Brooks

Associate Professor

Paula Lantz

Professor Emerita of Public Policy, Gerald R Ford School of Public Policy and Professor Emerita of Health Management and Policy, School Public Health

 Assisting Public Sector Decision Makers With Policy Analysis
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Обучение на Coursera

≈ 16.3 ч

5 модулей

Язык: Английский

Субтитры: Арабский, Французский, Украинский, Китайский (Китай), Греческий, Итальянский, Бразильский португальский, Нидерландский, Корейский, Немецкий, Русский, Тайский, Индонезийский, Шведский, Турецкий, Испанский, Хинди, Японский, Казахский, Польский

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Обсуждение
Help Us Learn About YouЧтение

RStudio Lab

RStudio LabЛабораторная

What is Policy?

What is Policy and Why it MattersВидеоPolicy TypologyВидеоFacts About Public PolicyВидеоPolicy Typology Knowledge CheckЗаданиеPolicy Typology—ExamplesВидеоPolicy Typology ApplicationОбсуждение

Policy Making & Policy Analysis

The Policy Making ProcessВидеоPolicy Analysis: Definitions & ExamplesВидеоPolicy Analysis: Role of Data Analytics in the Policy AnalysisВидео

Week 1 Wrap-Up

Week 1 Quiz: Policy Frameworks & Types of Policy AnalysisЗаданиеWeek 1 Optional Readings & ResourcesЧтение
02Week 2 | Prospective Policy Analysis: What Should We Do?—Part 110 материалов

Steps in a Policy Options Analysis

Framework for Policy Options Analysis—Part 1ВидеоFramework for Policy Options Analysis—Part 2ВидеоKnowledge Check: Policy Options AnalysisЗадание

Inferential Statistical Analysis in R

Introduction to Inferential Statistical Analysis in RВидеоChi-squared Tests of AssociationВидеоt-Tests of Difference in MeansВидеоt-Tests of Difference in Means: Practice & Knowledge CheckЗаданиеANOVA ModelsВидеоp-Values & SimulationВидео

Week 2 Wrap-Up

Week 2 Quiz: EDA & Inferential Statistical Analysis in RЗадание
03Week 3 | Prospective Policy Analysis: What Should We Do?—Part 213 материалов

Policy Microsimulation Modeling

Introduction to Policy Simulation ModelingВидеоExamples of Policy Simulation ModelsВидеоEconomic Analysis in Simulation Modeling: Cost-Benefit AnalysisВидеоPolicy Microsimulation Modeling Knowledge CheckЗаданиеEconomic Analysis in Simulation Modeling: Cost-Effectiveness AnalysisВидеоDealing with Uncertainty: Sensitivity AnalysisВидеоExample of Sensitivity Analysis to Deal with UncertaintyВидеоPoint on Discussion: Are simulation models useful?ОбсуждениеPolicy Microsimulation: What is a Compartmental Model?ВидеоA Basic Tobacco Control Compartment ModelВидеоTobacco Control Compartmental Model: Menthol Cigarette ExampleВидео

Week 3 Wrap-Up

Week 3 Quiz: Policy Microsimulation Modeling ЗаданиеWeek 3 Optional Readings & ResourcesЧтение
04Week 4 | Program/Policy Evaluation: Did it Work?—Part 121 материалов

The Basics of Policy & Program Evaluation

What is Program Evaluation and Why it matters?ВидеоRaise Taxes on TobaccoЧтениеTypes of Program EvaluationВидеоProgram Evaluation FrameworkВидеоProgram Evaluation Knowledge CheckЗадание

Fundamentals of Research Design—the Core of Program Evaluation

Focusing the Design and Gathering Credible EvidenceВидеоExample of a Research DesignВидеоInternal and External Validity: the BasicsВидеоInternal and External Validity: ExamplesВидеоResearch Design Knowledge CheckЗадание

Research Designs for Program Evaluation

Common Research Designs for Evaluation In Public SectorВидеоExperimental DesignsВидеоExamples of Randomized-Controlled Trials (RCTs) of Public ProgramsВидеоComing Up Next: The DC Garbage Can Case StudyВидео

Worked Example: DC Garbage Can Intervention

The DC Garbage Can Intervention: Data AnalysisВидеоThe DC Garbage Can Intervention: Joining DataВидеоThe DC Garbage Can Intervention: Practice & Knowledge CheckЗаданиеThe DC Garbage Can Intervention: Wrap-UpВидео

Week 4 Wrap-Up

Week 4 Quiz: Program/Policy EvaluationЗаданиеOne More Thing For This Week: Random Assignment vs Random SelectionВидеоWeek 4 Optional Readings & ResourcesЧтение
05Week 5 | Program/Policy Evaluation: Did it Work?—Part 29 материалов

What are Quasi-Experimental Designs?

Quasi Experimental DesignsВидеоThe Basics of Time-Series DesignВидеоTime-Series Design: ExamplesВидеоQuasi Experimental Designs Knowledge CheckЗаданиеComing Up Next: The Sicily Smoking Ban Case StudyВидеоThe Sicily Smoking Ban Case Study: A Worked Example of EpidemiologyВидео

Week 5 Wrap-Up

Week 5 Optional Readings & ResourcesЧтениеCongratulations on Completing the Course!ВидеоPost- Course SurveyЧтение