While Big Data offers a potentially less expensive, less burdensome, and more timely alternative to survey data for producing a variety of statistics, it is not without error. But, the construction of, access to, and overall data structure of Big Data make it difficult to know where to start looking for errors and even more difficult to account or correct for them.
In this course, we will walk through the Total Error Framework, an extension of the Total Survey Error framework, which can be applied to all types of Big Data and can serve as a template for researchers to investigate error in Big Data. We will walk through several examples of error and map it onto the framework and provide exercises for participants to come up with their own examples.
Finally, we will walk through some best practices in determining whether the use of Big Data is a ‘good’ choice for various research objectives, how to correct or avoid errors in Big Data, and documenting the strengths and weaknesses of your Big Data source.
Instructor: Ashley Amaya
Dr. Ashley Amaya is a Senior Survey Methodologist at the Pew Research Center. She has a PhD in survey methodology from the Joint Program in Survey Methodology at the University of Maryland. Dr. Amaya has published several articles and book chapters on the Total Survey Error Framework, it’s adaptation to Big Data, and the synthesis of survey and Big Data.
Registration Fees:
This is part of the RTI/Odum series of short courses. There are no registration fees associated with this course, but registration is required to secure your spot.
Additional course information:
NCBiotech and FastTraCS are collaborating with health systems across North Carolina to provide a foundation for clinician innovation. This two-day virtual event puts an emphasis on action, connecting attendees with the people, insights, and strategies needed to systematically tackle the innovation process from ideation through execution.
Questions to be addressed include:
This event is perfect for health care providers including physicians, nurses, nurse practitioners, physician assistants, allied health professionals (e.g., physical therapy, respiratory therapy), EMTs and paramedics.
If you're interested in dipping your toe in the world of health care innovation or have a solution you'd like to develop yet are unsure of next steps, we encourage you to join us and hope you will leave inspired with a clearer picture of how to accelerate your future innovations.
Date: September 23-24, 2021
Time: 11:30 a.m. - 3:30 p.m.
Cost: $25
View the agenda and learn more at ncbiotech.org/events.
registerRegistration is open for the 2021-2022 TraCS Professional Development Seminar series. This seminar series is aimed at research professionals, graduate students, postdocs and early stage faculty researchers. In this series, we cover foundational skills useful for career development in clinical/translational research.
The TraCS Professional Development Seminar series is split into 4 modules: Finding Funding, Communication Skills, Mentor-Mentee Training, and Rigor and Reproducibility.
September 3, 2021 |
12-1 pm: Getting started: types of funding to support research and planning your proposal submission 1-2 pm: Developing a strategy and timeline for productivity in the 2021-2022 academic year |
September 10, 2021 | 12-2 pm: Anatomy of a grant announcement/NIH 101 |
September 17, 2021 |
12-1 pm: Pilot awards: purpose and example internal mechanisms 1-2 pm: Peer review process |
September 24, 2021 | 12-1 pm: Working with foundations |
October 1, 2021 |
Panel discussion: Lessons learned about finding funding 12-1 pm: hear from successful early stage researchers 1-2 pm: hear from experienced grant reviewers |
Through the UNC Event Registration system, you will be able to select which sessions you would like to attend. Please note: the Zoom link that you receive upon registration will work for all sessions within the Finding Funding module. Each session will be held in-person and/or via Zoom on Fridays.