Informações sobre o curso: This course will provide you with an overview over existing data products and a good understanding of the data collection landscape. With the help of various examples you will learn how to identify which data sources likely matches your research question, how to turn your research question into measurable pieces, and how to think about an analysis plan. Furthermore this course will provide you with a general framework that allows you to not only understand each step required for a successful data collection and analysis, but also help you to identify errors associated with different data sources. You will learn some metrics to quantify each potential error, and thus you will have tools at hand to describe the quality of a data source. Finally we will introduce different large scale data collection efforts done by private industry and government agencies, and review the learned concepts through these examples. This course is suitable for beginners as well as those that know about one particular data source, but not others, and are looking for a general framework to evaluate data products.
Ministrado por: Frauke Kreuter, Ph.D., Professor, Joint Program in Survey Methodology
Adjunct Research Professor, Institute for Social ResearchMinistrado por: Mariel Leonard, Lecturer
Joint Program in Survey Methodology
| Informações básicas | Curso 1 de 7 no Survey Data Collection and Analytics Specialization |
| Nível | Intermediário |
| Compromisso | 4 semanas de estudo, 1-2 horas/semana |
| Idioma | English |
| Como ser aprovado | Seja aprovado em todas as tarefas para concluir o curso. |
| Classificação do usuário |
- Reading: Course Overview
- Reading: Readings and Resources List
- Discussion Prompt: Discussion Prompt: Your own experience
- Vídeo: Types of Data
- Vídeo: Examples of Found Data
- Vídeo: Visualizing the Data Generation Process
- Vídeo: Data Curation
- Vídeo: Data Analysis
- Vídeo: Access Issues
- Vídeo: Access Resources
- Vídeo: Summary
- Discussion Prompt: Discussion Prompt: Privacy
- Reading: Handouts
- Reading: AAPOR (2015)
- Reading: Couper (2013)
- Vídeo: Planning on What You Want to Observe
- Vídeo: Planning on How to Collect Data
- Vídeo: New Modes
- Vídeo: Web and Google
- Vídeo: Choosing a Mode
- Reading: Handouts
- Reading: Jäckle et al. (2015)
- Vídeo: Inference
- Vídeo: Survey Life Cycle from a Design Perspective - Measurement
- Vídeo: Survey Life Cycle from a Design Perspective - Representation
- Vídeo: Survey Lifecycle from a Process Perspective
- Vídeo: Survey Lifeycle from a Quality Perspective
- Vídeo: Survey Lifecycle from a Quality Perspective (II) - Metrics
- Vídeo: Survey Lifecycle from a Quality Perspective (III) - Coverage and Sampling
- Reading: Handouts
- Reading: Groves (2011)
- Reading: Groves & Lyberg (2010)
- Vídeo: NSDUH
- Vídeo: SCA
- Vídeo: NAEP
- Vídeo: BRFSS
- Vídeo: CES
- Discussion Prompt: Discussion Prompt: Alternative Data Sources
- Vídeo: SHARE
- Vídeo: ESS
- Discussion Prompt: Discussion prompt: In your country
- Reading: Handouts
- Reading: Davidov (2008)
Each course is like an interactive textbook, featuring pre-recorded videos, quizzes and projects.
Connect with thousands of other learners and debate ideas, discuss course material, and get help mastering concepts.
Earn official recognition for your work, and share your success with friends, colleagues, and employers.
| Comprar curso | |
|---|---|
| Acesso aos materiais do curso | Disponível |
| Acesso a materiais valendo nota | Disponível |
| Receba uma nota final | Disponível |
| Obtenha um Certificado de Curso compartilhável | Disponível |
The teacher for the course was great. She explained everything very clearly. She also explained what is coming next. Learned a lot. Reading materials were overwhelming.
This course give sufficient background information to start working on other courses and text about surveys.
A lot of useful and interesting content!The quiz questions are sometimes poorly worded - missing words, bad grammar, sometimes illogical. The switching between video and slides is off-putting for me, especially if you are trying to take notes. Can the screen not be split? What do other coursera courses do?The curtain backdrops seems rather too 'staged'. On the whole - good.
Very interesting Course for data collection and analysis!