Motz, B., Hullinger, R., Celestin, B., Butz, H., & Kruschke, J. "Differences of Opinions: How Visualizations of Uncertainty in Ratings Data Affect Choice." Manuscript in preparation.

Undergraduate Thesis: "Visualization-based decision-making under uncertainty" (revised title).

• Predictive staffing models for industrial megaprojects (projects exceeding $1B budget).
• Automation of data processing to generate predictive models for workforce planning.
• Consulting on workforce planning and organizational effectiveness.

• Employee pulse survey construction, administration, and analysis.
• Dashboard construction and delivery for executive decision-making.
• Consulting on the implementation of high-impact appraisal and feedback systems.

• Record management and trend analysis for all incoming graduate students.
• Diagnostics and advising for automated data pipelines controlling applications and emails.

• Experimental study design and execution focused on organizational decision-making.
• Design and deployment of custom Qualtrics experiments and subsequent data analysis using R Studio.
• Investigation of how data visualization modes systematically alter decision-making, particularily under uncertainty.