activity
20232026
most citedA Systematic Literature Review of Undergraduate Data Science Education Research

7 citations · 10 across the 4 of their papers we have counts for

collaborators

5 papers

stat.OT2026

Guide to Teaching with Data in Statistics and Data Science Classrooms

Mine Doğucu, Catalina Medina, Crystal Lewis

Statistics and data science educators have been concerned about data use or lack thereof in the classroom for decades. For many educators, the question is not whether to use data o…

stat.OT2026

Engaging students with statistics through choice of real data context on homework

Catalina Medina, Mine Dogucu

Statistics educators recommend teaching with real data with relevant contexts, but defining relevancy is challenging and varies by student. We investigated whether providing studen…

stat.ME2024

Accounting for reporting delays in real-time phylodynamic analyses with preferential sampling

Catalina M. Medina, Julia A. Palacios, Volodymyr M. Minin

The COVID-19 pandemic demonstrated that fast and accurate analysis of continually collected infectious disease surveillance data is crucial for situational awareness and policy mak…

stat.OT2024★ 7 cited

A Systematic Literature Review of Undergraduate Data Science Education Research

Mine Dogucu, Sinem Demirci, Harry Bendekgey +2

The presence of data science has been profound in the scientific community in almost every discipline. An important part of the data science education expansion has been at the und…

stat.OT2023★ 3 cited

Automated grading workflows for providing personalized feedback to open-ended data science assignments

Federica Zoe Ricci, Catalina Mari Medina, Mine Dogucu

Open-ended assignments - such as lab reports and semester-long projects - provide data science and statistics students with opportunities for developing communication, critical thi…