Reproducibility in the Classroom

M Dogucu - Annual Review of Statistics and Its Application, 2024‏ - annualreviews.org
Difficulties in reproducing results from scientific studies have lately been referred to as a
reproducibility crisis. Scientific practice depends heavily on scientific training. What gets …

[PDF][PDF] Data science learning in grades K–12: Synthesizing research across divides

J Rosenberg, RS Jones - Harvard Data Science Review, 2024‏ - assets.pubpub.org
What do we know about data science learning at the grades K-12 (pre-collegiate) level?
This article answers this question by using the notion of agency to provide a framework to …

Project-based learning promotes students' perceived relevance in an engineering statistics course: a comparison of learning in synchronous and online learning …

W Huang, JS London, LA Perry - Journal of Statistics and Data …, 2023‏ - Taylor & Francis
Understanding statistics is essential for engineers. However, statistics courses remain
challenging for many students, as they find them rigid, abstract, and demanding. Prior …

Tools and recommendations for reproducible teaching

M Dogucu, M Çetinkaya-Rundel - Journal of Statistics and Data …, 2022‏ - Taylor & Francis
It is recommended that teacher-scholars of data science adopt reproducible workflows in
their research as scholars and teach reproducible workflows to their students. In this article …

The possibilities of exploring nontraditional datasets with young children

L Zapata‐Cardona - Teaching Statistics, 2023‏ - Wiley Online Library
Today's world is characterized by the extensive production of data in different scenarios that
everyday citizens need to understand for their informed participation in society. With the …

A secret agent? K-12 data science learning through the lens of agency

J Rosenberg, RS Jones - 2022‏ - osf.io
; A Secret Agent? K-12 Data Science Learning Through the Lens of Agency Joshua M.
Rosenberg, University of Tennessee, Knoxville, Page 1 This paper was commissioned for the …

Designing and implementing an automated grading workflow for providing personalized feedback to open-ended data science assignments

FZ Ricci, CM Medina, M Dogucu - Technology Innovations in …, 2024‏ - escholarship.org
Open-ended assignments-such as lab reports and semester-long projects-provide data
science and statistics students with opportunities for develo** communication, critical …

EFFECT OF STUDENTS'ETHNIC AND CULTURAL BACKGROUNDS ON THE SUCCESS OF PRACTICAL PROJECTS WITHIN STATISTICS AND DATA SCIENCE …

A KHALEMSKY, Y STUKALIN - Statistics Education Research Journal, 2024‏ - iase-pub.org
The article describes the inclusive perspective of instruction of multi-stage practical projects
in undergraduate non-STEM statistics and data mining courses at an academic college in …