Positions account for how many records stand behind each number, so one perfect review does not outrank a semester of them. Every score shown is the real average — only the ordering is adjusted.
Instructor record · Business Analytics · Fall 2021 – Spring 2026
Linda Boardman Liu
Professor of the Practice and Assistant Chairperson · Business Analytics · 59 evaluation records across 5 classes
86BC evaluations59 records · weight ×1.0 · Fall 2021 – Spring 2026
—Student reviewsno reviews — does not contribute
—RateMyProfessorsno ratings — does not contribute
Sources are averaged by how much we trust each one and by how many records sit behind it, so a handful of reviews nudges the number rather than replacing it.
What the challenge rank is made of
61stMore challenging than 61% of BC instructorsranked against every one we hold
90BC — “Intellectually Challenging”59 records · raw score out of 100
Boston College's own “intellectually challenging” question — students answer it positively about courses that stretched them, so it measures intellectual challenge and NOT grading, workload or quality. Almost every BC class scores high on it, which is why it is shown as a rank rather than a score.
What the workload rank is made of
59thMore work than 59% of BC instructorsranked against every one we hold
55BC — “Workload”59 records · raw score out of 100
Boston College reports workload as one of five bands, not as a number of hours, and it does not publish what the bands mean — so this site will not translate it into hours. Higher means more work, which is not the same as worse.
The line
All 13 items · means across 59 records
The Professor4 items
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9141st pctl
Available Outside of ClassThe instructor was available for help outside of class.
9247th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
8936th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9036th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9367th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9259th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8729th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9165th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9259th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9048th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
5559th pctl
Intellectually ChallengingThe course was intellectually challenging.
9061st pctl
Attendance MattersAttending class was necessary to do well in this course.
8844th pctl
Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.
Class by class
5 classes · 59 sections
How each position is worked outPositions account for how many records stand behind each number, so one perfect review does not outrank a semester of them. Every score shown is the real average — only the ordering is adjusted.
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9026th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9238th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
8926th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9232nd pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9251st pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9144th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8824th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9148th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9146th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
8831st pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
7085th pctl
Intellectually ChallengingThe course was intellectually challenging.
9472nd pctl
Attendance MattersAttending class was necessary to do well in this course.
9463rd pctl
Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.
BZAN 1137 Statistical Computing: Programming in ROvr90Chal21stWork25th
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9451st pctl
Available Outside of ClassThe instructor was available for help outside of class.
9345th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9240th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9232nd pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9469th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9363rd pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8718th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9362nd pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9467th pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9358th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
4025th pctl
Intellectually ChallengingThe course was intellectually challenging.
8521st pctl
Attendance MattersAttending class was necessary to do well in this course.
8112th pctl
Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
8717th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9025th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
8512th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
826th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9357th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
9357th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
838th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
9041st pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9251st pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
8933rd pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
5039th pctl
Intellectually ChallengingThe course was intellectually challenging.
8941st pctl
Attendance MattersAttending class was necessary to do well in this course.
8316th pctl
Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.
BZAN 1020 Seminar in Statistical Analysis & Data ManagementOvr90Chal12thWork0th
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
9564th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9450th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
9033rd pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
9338th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
9358th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
8936th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8929th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
8728th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9251st pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
9147th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
200th pctl
Intellectually ChallengingThe course was intellectually challenging.
8212th pctl
Attendance MattersAttending class was necessary to do well in this course.
8727th pctl
Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.
Clearly Explains MaterialThe instructor was effective at creating an understanding of difficult subject matter.
8615th pctl
Available Outside of ClassThe instructor was available for help outside of class.
9025th pctl
Brings Out Your Best WorkThe instructor motivated me to do my best work.
8514th pctl
Sparked My InterestThe course stimulated my interest in the subject matter.
848th pctl
The Course3 items
Well-Organized CourseThe course was well organized.
8937th pctl
Clear Learning GoalsThe learning objectives for the course were clear.
8935th pctl
Useful Beyond the CourseWhat I learned is applicable beyond this course.
8411th pctl
Assignments & Feedback3 items
Assignments Help You LearnAssignments and exams contributed to my learning.
818th pctl
Gives Feedback PromptlyI received feedback on my work in a timely manner.
9253rd pctl
Meaningful FeedbackThe feedback I received on my work was meaningful.
8829th pctl
Workload, difficulty & attendanceNot ratings
WorkloadHow much work the course took outside class, on Boston College's five-band scale — the band boundaries are not published, so this is not a number of hours.
7085th pctl
Intellectually ChallengingThe course was intellectually challenging.
8836th pctl
Attendance MattersAttending class was necessary to do well in this course.
8624th pctl
Bar length is the rank against every comparable record we hold, not the raw score: BC's questions all have a median around 4.5, so a raw-scale bar would be nearly full on every row and would tell you nothing. Every bar is one ink colour — nothing here is graded green or red. The hatched bars are not ratings at all: a higher number on either describes a different course, not a better one.
How to read this pageScores are out of 100 — Boston College's 1–5 agreement scale, ×20, the way these numbers were printed for years. Almost every class scores high on that scale (the median is about 90), so challenge and workload are shown as a rank against every instructor we hold rather than as a score; the raw figure is in the breakdown above. Neither describes quality, and neither is ever marked better or worse anywhere on this site. A dash means the question was not reported, and is never a zero. The position printed against each class is this instructor's place on that class's own board, computed from the same records the board itself is built from.