Other fun statistics

A few reasonable questions.

I’m very extra.

01 · Can students enjoy effort? ↘02 · Is RMP biased? ↘03 · Who beats expectations? ↘04 · Are students just bitchier? ↘05 · What happens when Robins meets numbers? ↘06 · Is Robins actually easier? ↘07 · Do harder classes get lower ratings? ↘
01

Can students enjoy a class that requires effort?

All time · At least 4/5 for both raw quality and difficulty

Yes. Hard class, still left a good review. Huge day for personal growth.

Tze Loo ↗

History

Quality
4.72
Difficulty
4.36
Reviews
25

Sorted by adjusted quality. Enough reviews required. Nobody measured how much entered anyone’s brain.

02

Is Rate My Professors biased?

All time · Three eligible professors with the largest spread in quality ratings

Yes. Anonymous reviews are biased. WOW. Groundbreaking and earth-shattering.

Lauren Henley ↗

Average quality 3.19 · Spread 1.94

Quality ratings · 26 reviews

5/5
13 (50%)
4/5
1 (4%)
3/5
0 (0%)
2/5
2 (8%)
1/5
10 (38%)

Mariama de Sousa Dias ↗

Average quality 3.08 · Spread 1.93

Quality ratings · 24 reviews

5/5
11 (46%)
4/5
1 (4%)
3/5
1 (4%)
2/5
1 (4%)
1/5
10 (42%)

Douglas Szajda ↗

Average quality 2.96 · Spread 1.84

Quality ratings · 26 reviews

5/5
9 (35%)
4/5
4 (15%)
3/5
1 (4%)
2/5
1 (4%)
1/5
11 (42%)
What “spread” means

It measures how far apart the individual ratings are. A bigger number means the reviewers disagreed more. It does not mean the professor was worse.

03

Who gets better ratings than expected?

All time · Alpha

Rated higher than expected. Highly recommend.

Joe Hoyle ↗

Accounting

Alpha
+0.89
Quality
4.53
Difficulty
4.38

Alpha is rating relative to expectations, not an official RMP score. Positive means higher than expected.

04

Are students just bitchier now?

All time · Raw yearly averages

No. We complain about the same amount every year. Tradition matters.

The mix of professors and courses changes every year, so this is not a controlled test of student bitchiness. Also, 2026 is partial.

05

What happens when Robins students encounter numbers?

All time · Robins departments

Finance is the hardest part of Robins. Man, those Excel coloring books must be brutal.

Average reported difficulty
12345

Average reported difficulty · scale 1–5. Bars start at 1. Hover for review counts.

Raw department averages. Student ratings, not proof that one major requires more work.

06

Is Robins actually easier?

All time · Robins Business vs. Gottwald Sciences

Raw average difficulty
12345

Raw average difficulty · scale 1–5. Bars start at 1. Hover for review counts.

Adjusted comparison and uncertainty
Adjusted difference-0.299
95% confidence interval[-0.525, -0.073]
p-value0.0095
Model N2,882

Adjusted difference in difficulty points · 95% CI · SE 0.115 · R² 0.040
Controls: course level + review year. Model N differs from the raw review total; exact exclusion rules were not supplied. Source: business_vs_science_results.csv.

After accounting for course level and review year, Robins reviews still report lower difficulty.

Economics is excluded from Robins in both comparisons. This is an association in self-selected reviews, not a causal effect of attending a school.

The numbers say Robins is easier. They also say Jepson is harder than Gottwald. You can’t accept one and call bullshit on the other.

Check the comparison with Math & CS included
Raw average difficulty
12345

Raw average difficulty · scale 1–5. Bars start at 1. Hover for review counts.

Adjusted comparison and uncertainty
Adjusted difference-0.262
95% confidence interval[-0.475, -0.049]
p-value0.0160
Model N3,840

Adjusted difference in difficulty points · 95% CI · SE 0.109 · R² 0.032
Controls: course level + review year. Model N differs from the raw review total; exact exclusion rules were not supplied. Source: business_vs_science_results.csv.

After accounting for course level and review year, Robins reviews still report lower difficulty, even with Math and CS included.

Broad STEM raw mean is a review-weighted combination of the supplied Gottwald and Math & CS summaries. Economics is excluded from Robins in both comparisons. This is an association in self-selected reviews, not a causal effect of attending a school.

07

Do students rate harder classes lower?

All time · Descriptive review averages

Quality by reported difficulty
Difficulty scoreAverage qualityReviews
14.15883
24.262,431
34.104,060
43.643,309
52.511,556

Harder classes receive lower ratings. Whether that is academic judgment or post-final emotion is between us.

Each point is the average quality score for reviews at that difficulty level. It shows the pattern; it cannot prove that difficulty caused the rating.