You are looking at Spring 2026. That term is over, so these are last term's numbers rather than seats you can take. dibs holds 21 sections for Spring 2026, read about 1 month ago. Separately, it has finished 15 of the 3,617 courses on its current checking list for this term. Future-term coverage is incomplete, so a course with nothing here may simply not have been reached yet. Back to Fall 2026

MGMTMSA 404 / GIULIANO, PAOLA

Business Fundamentals for Analytics

How MGMTMSA 404 grades when GIULIANO, PAOLA teaches it. MGMTMSA 404, every instructor GIULIANO, PAOLA, every course

Grades, this instructor

3.35adjusted historical GPA, this instructor

408 letter grades across 4 terms, Winter 2022 to Winter 2025. The course pools every instructor at 3.35 over 408 letter grades.

Raw average: 3.35; The mean of this instructor's recorded letter grades in this course.
In the A range: 44.6%; A+, A and A minus out of 408 letter grades.
D, F or W: 0%; D-range and F grades plus withdrawals, divided by letter grades plus withdrawals.
Taken pass/no pass: 0%; No pass/no-pass outcomes are recorded.

Some of these grades are shared. 248 letter grades in 4 sections also count under HONKA, ELISABETH, PANAGEAS, STAVROS, and WELCH, IVO I. The source does not split grades between co-teachers. Do not add instructor totals together.

Grade distribution

A+50 / 12.3%
A54 / 13.2%
A-78 / 19.1%
B+70 / 17.2%
B72 / 17.6%
B-60 / 14.7%
C+22 / 5.4%
C1 / 0.2%
C-1 / 0.2%
D+0 / 0%
D0 / 0%
D-0 / 0%
F0 / 0%
I1 of 409

Percentages are of the 408 letter grades. Grey bars are non-letter outcomes: incompletes (I). They are excluded from GPA.

Term by term

Raw averages for the terms in this record. A missing term does not establish that this instructor did not teach it. Summer sessions are included when present.

Dashed line: course average across all instructors, 3.35.

One recorded instructorCo-taught, grades shared

Winter 20223.4267 letter grades.

Winter 20233.3793 letter grades.

Winter 20243.34118 letter grades; 118 shared with HONKA, ELISABETH and PANAGEAS, STAVROS.

Winter 20253.32130 letter grades; 130 shared with HONKA, ELISABETH and WELCH, IVO I.

Is one term a guide to the next?

Across the measured corpus, the same course and instructor's term averages were strongly correlated, including terms several years apart. That is why the adjustment does not weight recent terms more heavily. This is a dataset-wide pattern, not a promise about this instructor's next class.

Teaching it in Spring 2026

This term has ended. Section counts below are historical readings, not current availability.

No confirmed sections are available here. The selected term may not have been fully read.

Every MGMTMSA 404 section and instructor

Reading these figures

Raw is the mean of the recorded letter grades. The adjusted historical GPA pulls an instructor's average toward the course's adjusted average, which itself uses a department prior. It is a comparison aid, not a calibrated prediction or a student rating. Small samples carry more uncertainty. All recorded instructor roles are included, and a section is counted only once for this instructor. Grades cannot establish workload or explain why outcomes differed.

What students say

dibs measures outcomes. For students' experiences of the class, BruinWalk has reviews.

No verified BruinWalk review page is linked to this instructor and course yet.