Thoughts on Business Calculus
The project of this text can be traced to a talk at a conference
many years ago when the speaker said "Teaching business students
math with graphing calculators is silly because no one in the
business world does math with graphing calculators. They use
spreadsheets."
Trying to implement that idea, we started with Networked Business
Math by Richardson and Felkel from Appalachian State
University. When it was clear it would not be revised, we
decided to write a book, but did a rethinking of Business
Calculus.
In rethinking a course on calculus for business students I looked
at the Curriculum Foundations Project (CFP) reports of the
Committee for Renewal Across the First Two Years (CRAFTY) of
the Mathematics Associations of America (MAA). I also
surveyed Business faculty at several institutions. This
leads to a number of principles.
- The primary computational tools for business students is a
spreadsheet, so they should be taught math using that tool.
- Students should be taught practices of good spreadsheet usage.
- Using a spreadsheet enables more emphasis on numerical methods
and conceptual approaches.
- Examples for business students should follow the terminology
and usage from the business world.
- The selection and ordering of topics should be based on the
needs of the business school.
- Problems should regularly start with raw data and include
fitting the data to a model.
- The design of the course should be consistent with it be the
idea that it is the last math course the students will take.
- The course should be taught assuming that the students are not
familiar with Excel.
In contrast, most one semester calculus texts I have seen seem to
have started as a three semester engineering calculus with trig
functions removed. They are designed to be technology
agnostic, which means that little attention is paid to numerical
methods. They are often written for "Business and the Life
Sciences". They often are more dependent on symbolic
manipulation techniques.
These principles behind the text have implications for the
ordering and selection of topics in the course.
- Both derivatives and integrals are introduced through
numerical methods.
- The derivative is introduced with the informal definition of
the slope of the line obtained by zooming. It then moves
to a balanced difference quotient.
- The integral is introduced as an approximation by Riemann
sums.
- With a spreadsheet template for derivatives and integrals,
students can be asked about most applications before they are
given any symbol manipulation formulas.
- The numerical answers can be used to justify the symbol
manipulation formulas. (I find the argument that the
computations work in lots of cases is more convincing to the
students that the more rigorous mathematical proof.)
- Partial derivatives are introduced before integrals.
- The opinions of the faculty in partner disciplines should
matter. The consistent reply from business faculty is
that partial derivatives and optimization of functions of
several variable is more important than integration.
- Examples, definitions, and conventions used in business should
be used whenever possible.
- Economics examples use the q-p axes with q as the
independent variable.
- Marginal functions are not the same as derivatives. A
better description would be a difference quotient with
denominator 1.
- For the most part, physics and geometry examples are not
used.
- Students should be taught Excel and good Excel practices.
- The text does not assume any Excel skills. They are
taught through the text.
- However, the text is understood as a math text that uses
Excel rather than a course in Excel. The Excel skills
needed are quite limited.
- Examples will have a single screen where inputs and outputs
are gathered, with supporting work below.
- Unlike the student's previous experience, there is an emphasis
on building templates that can be reused in the future and
understood by the reader.
- Template production and report presentation are
important. Most math classes train students to do work
that will never be looked at again. In a last math
course, more emphasis should be placed on re-useability and
readability.
- There are about four templates that cover most of the
material of the course, There is an emphasis on solving
classes of problems. A well designed template for
numeric differentiation or integration works for all
reasonable functions.
- Students are encourages to build templates that can be
reused and that have internal documentation.
- Text examples will tend to use long variable names and limit
the number of new operations in a single cell. Both
practices improve readability.
- A standard comment in class has been that we use "Business
rules". If I, your boss, is confused, you are
wrong. It does not matter if you are correct if you
cannot explain it to your boss.
- Problems routinely start with data points. The student
is then asked to find a best fitting formula for use in the
problem.
- "Outside of math class" problems typically start with
data. We then need to decide on an appropriate model or
symbolic formula, fit the model to the data, manipulate the
symbolic formula for the model, find an answer, and interpret
the answer in the original context.
- The students' experience is that problems are reduced to
manipulate the formula.
- Reducing to symbol manipulation may make sense in a course
designed to prepare students for more math classes. It
makes less sense in the student's last math class.
- Exercises start with nice numbers and then move to ugly
numbers.
- Students often come to this course trained that problems
should work out with nice numbers. That is a product of
teaching math in a manner that is technology agnostic.
We don't want the arithmetic to overwhelm the day's lesson.
- In building templates, we want to start with problems that
can easily be done by hand. We also want methods that
work when the problem is not rigged.
I have been asked a number of times while I use Excel rather than
other spreadsheet products. The simple answer is that my
business school want the course to use Excel. From the
viewpoint of mathematical instruction, the Solver tool in Excel is
much more robust than the comparable tools in other
spreadsheets. In the text, Solver is used for optimization
and finding critical points of functions of several
variables. However, most of the text can be done with any
spreadsheet program.
This project started with an attempt to write a text. It
then turned into a project to put a textbook online. It has
become a project for an online text. I am still thinking
through how an online text differs from a text that has been put
online. This project will continue as I think continue to
think about the difference.
Some features of an online text that have been implemented:
- An online text allows links rather than simple scrolling.
- An online text allows "hidden pages" for things like
solutions.
- An online text allows links to videos for demonstrations and
small lectures.
- An online text should be viewable on a variety of screen
sizes.
- An online text can include files for students to use on their
own machines.
Some other features are planned and are just beginning to be
implemented:
- An online text should encourage active learning with
checkpoint exercises.
- An online text should contain appropriate applets for
experimentation by students and instructors.
How others can help:
- Please send me and typos, corrections, or critiques.
- This textbook was designed for a course at my school. If
it can be used as a base for the course designed for your
school, let me know. I would be happy to collaborate on
the missing chapter that you need to make it work at your
school.
Mike May - maymk@slu.edu