In this age of information, data is available everywhere and grows at an exponential rate. How can we make sense of all this data? How do we take advantage of data when making decisions? How do we use data to help us guide the management and planning of our policies?

您将获得的技能
- Statistical Analysis
- Data Presentation
- Program Evaluation
- Policty Analysis, Research, and Development
- Data Visualization Software
- Data Analysis
- Data Literacy
- Data Ethics
- Data Quality
- Policy Development
- Research Design
- Research
- Policy Analysis
- Research Methodologies
- Data Collection
- Data Visualization
- Public Policies
- Data Management
- Data-Driven Decision-Making
要了解的详细信息
了解顶级公司的员工如何掌握热门技能

该课程共有6个模块
This section of the course includes an introduction where we will detail the objectives, structure, assessments, and materials, including a welcome video and an essential participant guide, culminating in an initial survey. Following this, in this module, we will delve into the significance of incorporating data into decision making and planning. We will explore the importance of data quality and reliability in development contexts and how visualizations can aid in comprehending data and their interrelationships.
涵盖的内容
6个视频10篇阅读材料2个作业2个讨论话题1个插件
6个视频•总计24分钟
- 1.1.1 Welcome to the Course•2分钟
- 1.2.2 Why Is It Important to Use Data in Decision Making?•5分钟
- 1.2.4 What is Data Analysis?•4分钟
- 1.2.5 Using Data to Optimize Healthcare Outcomes•6分钟
- 1.4.1 The Benefit of Data Analysis for the Public Sector•3分钟
- 1.4.4 The Value of Data for the Design of Public Policy•5分钟
10篇阅读材料•总计216分钟
- 1.1.2 Important Course Information•6分钟
- 1.1.3 Meet Your Instructors•15分钟
- 1.2.1 Storytelling: Meet Reshma Smith•20分钟
- 1.2.3 What Is Evidence-Based Decision Making?•25分钟
- 1.2.6 Greenhouse Gas Emissions and Agricultural Policy•25分钟
- 1.4.2 The Importance of Data Quality and Reliability•25分钟
- 1.4.3 Decision Making and Artificial Intelligence•25分钟
- 1.4.5 Open Data Portals•25分钟
- 1.4.6 How Data Visualization Can Support the Process•25分钟
- 1.6.1 Key Takeaways•25分钟
2个作业•总计90分钟
- 1.3.1 Questionnaire 1.1•45分钟
- 1.5.1 Questionnaire 1.2•45分钟
2个讨论话题•总计55分钟
- 1.1.4 Introduce Yourself to Your Classmates•20分钟
- 1.4.7 Data: an Important Aspect of Decision Making?•35分钟
1个插件•总计15分钟
- 1.1.5 Tell Us About Yourself•15分钟
In this module, we will explore how to identify key problems when conducting research and how to engage teams of experts in identifying these issues. To accomplish this, we will introduce the problem tree methodology. Additionally, you will learn about variables, how to identify and analyze a problem, and the concept of indicators.
涵盖的内容
3个视频12篇阅读材料4个作业1次同伴评审
3个视频•总计10分钟
- 2.1.1 Welcome to Module 2•2分钟
- 2.4.3 Types of Variables•5分钟
- 2.4.5 Comparing Caribbean Data•4分钟
12篇阅读材料•总计340分钟
- 2.2.1 Storytelling: How to Identify the Main Problem. The Problem Tree Analysis•29分钟
- 2.2.2 Identifying the Main Problem of a Study•25分钟
- 2.2.3 Bird Flu Case-Study: Part One•25分钟
- 2.2.4 Practical Activity: Creating a Tree•45分钟
- 2.2.5 What it is a Hypothesis?•25分钟
- 2.2.6 How to Formulate a Hypothesis?•25分钟
- 2.4.1 Storytelling: Types of Variables and Converting Concepts into Measurable Variables•25分钟
- 2.4.2 Converting Concepts into Measurable Variables•25分钟
- 2.4.4 Indicators, Statistics, and Variables•25分钟
- 2.4.6 Evaluating the Effectiveness of Privately Managed Schools•25分钟
- 2.4.8 Statement of Purpose•25分钟
- 2.7.1 Key Takeaways•41分钟
4个作业•总计180分钟
- 2.3.1 Questionnaire 2.1•45分钟
- 2.6.1 Questionnaire 2.2•45分钟
- 2.2.7 Practical Activity: Identifying the Study's Hypothesis•45分钟
- 2.4.7 Practical Activity: Practicing with an Open Data Portal•45分钟
1次同伴评审•总计80分钟
- 2.5.1 Creative Challenge: Part One (Optional Activity)•80分钟
In this module, you will explore the key factors for data collection and various methods for analyzing them. It is important to keep in mind that the method selected for analysis depends on the type of data we are using. Understanding these methods will help you comprehend the relationship between the data and its significance. Specifically, you will learn about data collection strategies used in the public sector, types of studies that can be conducted, different analysis techniques, data conversion into variables, some tips on data quality, among other topics.
涵盖的内容
6个视频10篇阅读材料5个作业1次同伴评审
6个视频•总计36分钟
- 3.1.1 Welcome to Module 3•1分钟
- 3.2.3 Household Surveys to Calculate the Value of Environmental Goods•12分钟
- 3.2.4 Ethical Data Management•7分钟
- 3.4.1 Types of Studies•4分钟
- 3.6.2 Comparison Between Two Groups•5分钟
- 3.6.5 Analysis of Multiple Categories•6分钟
10篇阅读材料•总计270分钟
- 3.2.1 Storytelling: Utilizing Data for Statistical Analysis•25分钟
- 3.2.2 Data Collection Strategies•25分钟
- 3.2.5 Ethical Risks in Relation to Data•25分钟
- 3.2.6 InfoGuide•25分钟
- 3.4.2 Important Ideas on Data Quality•25分钟
- 3.4.3 Latest Trends in the Application of Statistical Methods•25分钟
- 3.6.1 Relationships Between Two Variables•25分钟
- 3.6.4 Chi Square•25分钟
- 3.6.6 Summary of Analysis Methods•45分钟
- 3.9.1 Key Takeaways•25分钟
5个作业•总计195分钟
- 3.3.1 Questionnaire 3.1•45分钟
- 3.5.1 Questionnaire 3.2•45分钟
- 3.8.1 Questionnaire 3.3•45分钟
- 3.6.3 Practical Activity: T-Test•45分钟
- 3.6.7 Practical Activity: Selecting a Method of Data Analysis•15分钟
1次同伴评审•总计85分钟
- 3.7.1 Creative Challenge: Part Two (Optional Activity)•85分钟
In this module, you will explore the use of graphical visualizations to display research results or to understand the results presented to us: as decision-makers, we are not always directly involved in the study, but we receive reports that we must not only understand, but also evaluate.
涵盖的内容
2个视频6篇阅读材料2个作业1个讨论话题
2个视频•总计6分钟
- 4.1.2 Welcome to Module 4•2分钟
- 4.4.2 How to Add Context•3分钟
6篇阅读材料•总计150分钟
- 4.2.1: Storytelling: Types of Graphics•25分钟
- 4.2.2 The History of Visualizations•25分钟
- 4.2.3 Chart Types•25分钟
- 4.2.4 How to Create Effective Visualizations•25分钟
- 4.4.1 Visualizations of Data and Statistics•25分钟
- 4.6.1 Key Takeaways•25分钟
2个作业•总计90分钟
- 4.3.1 Questionnaire 4.1•45分钟
- 4.5.1 Questionnaire 4.2•45分钟
1个讨论话题•总计25分钟
- 4.4.3 Practical Activity: Create the Best Visualization•25分钟
We have reviewed the path from problem identification to data analysis and visualization. Now, we have the most important task ahead: applying this knowledge to decision making, especially in the public sector. In this module, you will study a flowchart that represents the complete process from data to policy planning, including the evaluation phase. You will understand how this stage is essential for measuring the success or effectiveness of a policy.
涵盖的内容
4个视频10篇阅读材料3个作业1次同伴评审
4个视频•总计23分钟
- 5.1.2 Welcome to Module 5•3分钟
- 5.2.3 Best Practices for Data-Based Reports•4分钟
- 5.4.1 Evaluate Policy Results•9分钟
- 5.4.3 How to Detect If There Are Problems in Our Evaluation•7分钟
10篇阅读材料•总计240分钟
- 5.2.1 Storytelling: Introduction•25分钟
- 5.2.2 From Data to Planning: First Steps of the Process•25分钟
- 5.2.4 Bird Flu Case-Study: Part Two•25分钟
- 5.2.5 From Data to Planning: Part Two•25分钟
- 5.2.6 The Case of Brazil: Use of PISA Results for Education Decision Making•25分钟
- 5.4.2 How Do You Estimate the Impact of a Policy with an Impact Assessment?•25分钟
- 5.4.4 Evaluating Parenting Interventions•25分钟
- 5.4.5 Storytelling: Conclusions•25分钟
- 5.7.1 Key Takeaways•25分钟
- 5.7.2 Request Your Digital Badge!•15分钟
3个作业•总计135分钟
- 5.3.1 Questionnaire 5.1•45分钟
- 5.6.1 Questionnaire 5.2•45分钟
- 5.4.6 Practical Activity: Interpreting an Impact Evaluation•45分钟
1次同伴评审•总计85分钟
- 5.5.1 Creative Challenge: Third Part. Final report. (Optional Activity)•85分钟
涵盖的内容
1篇阅读材料1个插件
1篇阅读材料•总计15分钟
- 6.1.2 Keep Learning•15分钟
1个插件•总计20分钟
- 6.1.1 What Did You Think of the Course?•20分钟
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El Banco Interamericano de Desarrollo a través de AcademiaBID genera conocimiento y consolida capacidades para mejorar la calidad de vida de las personas en América Latina y el Caribe. Nuestros cursos, de excelencia académica, han beneficiado a millones de personas del sector público y privado, y son el resultado de más de 60 años de trabajo en la región. La oferta educativa de AcademiaBID se enfoca en presentar casos prácticos basados en nuestra experiencia y aborda temas actuales relacionados con el desarrollo económico y social, la transformación digital, el cambio climático, la reducción de la pobreza y la integración regional. Avanza en tu carrera y prepárate para un futuro mejor.
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