Skill
Data Analysis
15 teaching materials, newest first. Filter these on the Content page
Highland Medical Center
Case StudyPublished New
Learn how to optimize bed capacity and staffing strategy to maximize profitability for a medical center
Oklahoma Travel Management Program: Performing Differential Analysis Excel or with Pandas
Case StudyPublished New
Learn how to merge a list of manually prepared categories with a large dataset of purchasing card transactions (400,000+) using Excel or Pandas for usein a differential analysis activity.
- Excel
- Python
Using AI (ChatGPT) to Complement Business Intelligence Teaching Curriculum
Case StudyPublished New
Learn how to teach business analytics using generative AI
- Python
Assessing Health Beliefs and Behaviors
Case StudyPublished
Insights from the Illinois Workplace Wellness Study
- R
Chicago Ridesharing during COVID Visualizations
Case StudyPublished
Uses Python to visualize the ridesharing trip patterns
- Python
Measuring Productivity: An Application of Principal Components Analysis
Case StudyPublished
This study uses Principal Component Analysis (PCA) to assess productivity within a workplace wellness program.
- Stata
Merging Data in Pandas
Case StudyPublished
Introduces the requisite concepts and provides exercises that give students practice with merging data
- Python
Customer Revenue Analysis
Case StudyPublished
Extract insights about customer behavior from transaction-level data
- Python
Revenue Risk Assessment and Analytics
Case StudyPublished
The purpose of this case study is to engage participants with the risk assessment process for a revenue account balance.
- Excel
- PowerBI
- Tableau
Teenage Driving and Mortality
Case StudyPublished
While there is little doubt that driving increases mortality risk, estimating the magnitude of this causal effect is not straightforward.
- R
Data Wrangling using R: Application to Netflix Data
Case StudyPublished
Teaches students about the basics of ETL (extracting, transforming, and loading data) or data wrangling (e.g., loading a dataframe, subsetting data, etc.) in R.
- R
Unsupportive Data
Mini Case StudyPublished
Explores an interesting dataset that seems to contradict a decision your boss has just made, and then asks you how you would respond to your boss
Does Workplace Wellness Work?
Case StudyPublished
One widely touted solution to the rise of chronic disease is increased use of workplace wellness programs, but do they actually work?
- R
Cash vs. Gift Cards
Mini Case StudyPublished
Imagine you can choose between two lotteries.
- Python
Decision Fatigue
Mini Case StudyPublished
You could stay up longer to prepare for exams or could stop working and sleep. What would you do in this situation, and why?
- Python