2105: Precision in Data Preparation: Navigating Methodologies & Statistical Practices for Robust Analysis (21268)

Tuesday, August 13, 2024

11:30 – 13:00 CT (GMT-5/UTC-5)

Location: Swissotel: Alpine II

Session Number: 2105
Symposium (panel)
Orientation: Practice,Research
Shareable link: https://cdmcd.co/WypXJG

Moderator(s)

AO

Amber Olson

U. of Alabama, United States

Panelist(s)

JD

Justin A. DeSimone

U. of Alabama, United States
RG

Ryan Gottfredson

California State U., Fullerton, United States
MR

Mikko Rönkkö

U. of Jyväskylä School of Business, Finland
MS

Marcia Simmering

Louisiana Tech U., United States
BZ

Bo Zhang

U. of Illinois at Urbana-Champaign

The symposium focuses on key topics related to data preparation, such as data screening, outlier management, data transformation, careless responding, addressing common method variance, and dealing with data falsification. Each subject matter expert will shed light on the significance and nuances of these areas, delving into best practices, prevalent errors, and the pros and cons of different approaches. They will also offer actionable insights for practitioners and scholars in the field. The session will culminate with an interactive Q&A segment, inviting the audience to have their questions addressed by these experts.