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MGMTMSA 404

Business Fundamentals for Analytics

Course statistics

Predicted GPA
3.36
n = 408 · 4 terms · ± 0.027
A range
45%
of letter grades
Taken P/NP
0%
— of those passed
D / F / W
0.0%
incl. withdrawals

Sections in Fall 2026

Not offered in Fall 2026.

Enrollment history

Final enrollment per term, averaged across that term's sections. Four years deep, summer excluded. Per-section live curves are on each section page.

  • 6722W
  • 4723W
  • 5924W
  • 6525W
Enrolment by term: 22W 67, 23W 47, 24W 59, 25W 65
Peak 67 Most recent 65 in 25W 4 terms on record

Grade distribution

  • A+ 50 · 12.2%
  • A 54 · 13.2%
  • A- 78 · 19.1%
  • B+ 70 · 17.1%
  • B 72 · 17.6%
  • B- 60 · 14.7%
  • C+ 22 · 5.4%
  • C 1 · 0.2%
  • C- 1 · 0.2%
  • I 1 · 0.2%

Grey bars are non-letter outcomes — P/NP, S/U, incompletes. They are excluded from the GPA entirely rather than scored, because counting a P as a 4.0 would be a fabrication.

By instructor

Instructor Predicted Raw n Terms A range
GIULIANO, PAOLA 3.35 3.35 408 4 45%
HONKA, ELISABETH 3.33 3.33 248 2 44%
WELCH, IVO I 3.32 3.32 130 1 44%
PANAGEAS, STAVROS 3.34 3.34 118 1 44%

“Predicted” is shrunk toward the course average, which is itself shrunk toward the department — so an instructor with a handful of students sits near the course mean rather than topping the list.

By term