Web & Social Media Analytics Previous Year Question Paper.pdf
CSU Long Beach, Math Redesign Project
1. Improve Data Analytics Skills Through
Group Projects in a Hybrid Business Calculus Class
Jen-Mei Chang, Florence Newberger
CSU Long Beach
ABSTRACT
q Business Calculus at CSULB has been taught with an innovative
and technology-enhanced hybrid model since 2011.
q In Fall 2013, we re-oriented the SLOs to fit the renewed
expectations in the Business Program's curriculum through the
use of a new textbook that is rich in real-world data &
modeling along with the use of spreadsheet group projects.
q In these projects, students use spreadsheet software to
Ø produce graphs/charts/tables based on empirical data, and
Ø build mathematical models.
Afterwards, they use structured sentences to
Ø answer questions about the data based on the models, and
Ø use the mathematics learned in class to support their thesis
statements.
q Anecdotal feedback from selected students are in alignment with
the project learning outcomes mentioned above. That is,
students feel positive about their learning experiences with the
Excel Projects (EPs).
q The department serves ~ 1,100 Business-bound
students a year in 6 large lecture classes.
q For most of the Business-bound students, this is the
first of a sequence of 3 mathematics/statistics
courses they take.
q Many of these students come in with weak algebra
skills and have no working knowledge of spreadsheet
programs.
q The activity sessions are led by part-time instructors or
GTAs whose teaching assignments change every semester.
q Training instructional staff in when, where, why, and how
to use its accompanying resources.
q We need effective ways to:
1. prevent the activity instructors from “lecturing,”
2. ensure high-impact learning via ways of activity
worksheets, and
3. provide training and support to the activity
leaders.
NOW versus THEN
ONGOING CHALLENGESREDESIGN ACTIVITIES
STUDENT PROFILE
RESOURCES
Contact Info
Jen-Mei Chang & Florence Newberger
jen-mei.chang{florence.newberger}@csulb.edu
LESSONS LEARNED
v Well over 60% of entering freshmen lack the proficiency in math
to be successful in their first year of study in the university.
v This has a direct impact on the success rate of this course, since
it serves a large population of Business-bound freshmen.
Ø It was transformed completely between 2011 and 2013 as part of
The NGLC Hybrid Model Math Consortium Project.
Ø The Hybrid Model creates a supportive learning flow that
features engaging in-class interactive lectures, group work in
supplemental instruction (SI), “just-in-time” remediation of
prerequisites (ALEKS), online homework assignments with
instant grading and feedback capabilities.
Ø As part of this redesigned effort, we infused the course with
group Excel projects to enhance students’ meta-analytics
skills and prepare them to think critically in real-world
settings.
Syllabus (Newsletter Style)
We learned to effectively orchestrate group projects with
computer software in a 100-level non-major mathematics
course by
Ø providing ample tutorials (e.g., video, lecture
exposure, sample outputs, detailed instructions, and
detailed grading rubrics.),
Ø designing assignments that can be finished
individually when group members fail to
participate, and
Ø making the assignments relevant, flexible, and
practical.
Acknowledgements
This project was supported by the CSU Enrollment Bottleneck
Solution Course Redesign with Technology program.
Department of Mathematics & Statistics
For a detailed description about each course component as well
as sample materials, see the official Business Calculus website:
http://www.csulb.edu/~fnewberg/Business_Calculus/
Activity Worksheet
Excel Project Worksheet
Excel Project Instruction
Excel Project Data Output
Excel Project Grading Rubrics
OUTCOMES
Sample Student Work
“I haven't done this well in a math class in forever and it was extremely encouraging
for me to see myself do so well in a math class again. It has given me some new-found
confidence in my major and it has made me excited for what is in store for me the
next few years.” – a student of MATH 115, Spring 2014
19
30
27
10
2
6 6
0
76
20
23
29
14
4 3
6
1
72
26 28
24
5 6 7
2 0
78
0
10
20
30
40
50
60
70
80
90
A B C D F WU W WE (A+B+C)/n
Percentage
Fall '12 (n=198) Spring '13 (n=177) Fall '13 (n=201)
A consistent trend of pass rate > 70%
Figure: Final grade distribution across three semesters with the Hybrid learning model by a single
instructor.