I hope everyone is hanging in there.
Here is a pretty straight forward one-way ANOVA example that is interactive, based on for-real personality psychology research, and interesting. I blogged about this previously but whipped up a Google Slideshow you can download and edit to suit your own teaching. Also, I uploaded data that you can use with your students.
TL:DR-
A bunch of researchers gave the NEO to 1.5 million Americans to determine if different regions of the US have different personality trends (see research here).
Original Study |
They do.
Then Time magazine reported on the study. And the scicomm was beautiful. They accurately described the research AND created a fun interactive portion in which you students can take the NEO-Short Form and be matched with the state that best matches their personality (Hi, I am West Virginia because I'm high in neuroticism and low in openness to new experiences, which are great qualities to have during a pandemic).
Good SciComm from Time Magazine |
They shared their data. I turned it into a CSV and an XLSX for you. My version of their data includes a Region column, which divides the state data into four regions recognized by the US Census Bureau: South, West, Northeast, Mideast. So, this is a departure from the original research which found three regions through...not ANOVAs. But still, the data works as an ANOVA.
This is a good data set for a simple cluster analysis as well. Thanks for sharing!
ReplyDeleteThank you! this will make a fun end-of-the semester class
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