Session F4A
Work in Progress - They Prepared, They Came, They
Participated! Improving Student Performance
Cindy Waters, Messiha Saad, Taher Abu-Lebdeh
NCA&T State University
Abstract: Educators all agree that there are several key
factors in a student’s ability to succeed in the highly
demanding Engineering curriculum. In an ongoing
attempt to improve undergraduate education the Dean’s
office at North Carolina A&T State University organized a
group of core topic engineering educators to meet
regularly and discuss and share ideas on classroom topics.
The importance of classroom management can never be
understated. A successful experience for our students
begins with preparation and as professors, the internet and
online tools offers a means to encourage this preparation.
Then we have shown more evidence that attendance is also
crucial. Finally, the quality of good notes is noted for the
most successful students. More importantly, attention to
taking more complete notes can help the lower end
students achieve greater success.
INTRODUCTION
Three of those key factors are identified and will be discussed
as studied at NCA&T. Starting at the beginning is preparation
for class. We find that students who prepare for each lecture
by pre-reading the material in their text will understand the
lecture better if they have basic background. This preparation
is one that few students take seriously. There are diverse
methods that can be used to encourage this before class
preparation and a variety of these means will be discussed.
Attendance is the next step towards success. Students when
they hear the information, process it, and write it in their notes
they are already beginning to learn the information.
Reinforcement of the information through review of their
notes completes the learning process. However as much as
educators realize the importance of attendance we must pass
this opinion onto the students. Several different means by
which attendance is recorded and then weighted will be
discussed. Should one take attendance every class, should a
professor call out the roll, should a roll be passed? While class
size may dictate the method to a certain degree a professor has
choices. Finally, if the student is prepared and if they attend
their lecture, note-taking also is a key part in their academic
achievement. Taking notes is an activity that is rarely analyzed
carefully, yet is worth inspection. We assume underclass
students learned these skills in high school but the reality at
NCA&T is that our diverse student body comes to college
with very different backgrounds. Ornstein (1994) believes that
all students would benefit if teachers intentionally trained their
students in note-taking techniques, especially the lower-
achieving students. Research performed by Carrier & Titus,
(1981) proposes that the act of taking notes is significant
because it 1) increases attention and concentration, 2)
encourages students to process the material at a deeper level,
and 3) provides a means of connecting new learning with prior
knowledge. As faculty and not wardens we have no means to
force quality note taking but from experience we suggest
several different methods such as the possibility of introducing
lecture outlines as a way of helping students to structure their
notes. While there is no single format for taking notes that is
ideal for each student, there are tips that can be given to
students to help them in this task and accountability from
faculty and students is key.
PREPARATION
How do educators encourage their students to read ahead of
time?
One method used is available with the onset of
Blackboard online system and the same options are available
with Webassign systems. Many universities are employing
the Blackboard software and if utilized it offers a convenient
method to administer before class quizzes.
The quiz is
created in the test manager and then is deployed in the
assignment area. Questions can be randomized, and time
limits set. Once the test time is over the student is prevented
from a re-take. The instructor announces the quiz the class
time before and also announces it on the Blackboard front
page. A typical quiz will be open from Monday at 9:00pm
until Tuesday at 2:30 pm for a 3:00pm Tuesday class. We
are aware that students may be working together on these but
it is causing the students to open the book to the appropriate
chapter ahead of the class lecture. Questions are kept simple
and many times are straight from the text.
ATTENDANCE
In the present study, the results of several engineering courses
will be used to investigate the effect of both attendance and
note-taking on the student’s academic achievement. These
courses are (1) statics for architectural, civil, and mechanical
engineering students (CAAE331, and MEEN335) as one
section, and (2) statics and strength of materials for electrical
and industrial engineering students (MEEN313) and finally (3)
Materials Science for mechanical, chemical and industrial
engineering students (MEEN260). Thirty one (31)
architectural and civil engineering students, and twenty six
(26) mechanical engineering students were in statics
(CAAE331, MEEN335), and forty five (45) electrical and
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October 10 – 13, 2007, Milwaukee, WI
37th ASEE/IEEE Frontiers in Education Conference
F4A-16
Session F4A
industrial engineering students were in statics and mechanics
of materials (MEEN313).
Table 1 shows the distribution of the final grades, and
the percentage of attendance for the two courses. Final grades
were determined by five categories: Attendance (5%), ten
quizzes (15%), ten homework (10%), three major tests (40%),
and a comprehensive final exam (30%). Percentage of
attendance was determined by dividing the number of classes
attended to the total number of classes for the semester. As
shown in Table 1, there is a strong direct relation between
grades and attendance; students with higher grades have
higher attendance record. Figure 1 displays graphically the
strong correlation between attendance and final grade.
Attendance must be checked at the beginning of class either
by a graduate assistant or if classes are small enough by the
Instructor. Professors should always make attempts to learn
the names of students because being called by name
Figure 1: Graphical version of Effect of Attendance on the Final Grade
(MEEN 313)
Attendance Vs. Final Grade
Attendance(%)
100
80
60
Attendance(%)
40
20
0
A
B
C
D
F
Final Grade
Students who failed the class (F) were placed in two different
groups (see Table 1), the first group participated in all quizzes
and exams but did not pass the course, while the second group
stop attending the classes at early stage but failed to withdraw
from the course.
NOTE TAKING
Many college students arrive at college with inadequate study
skills, and they do not realize the importance of note-taking
and listening. It is important, therefore, that new students
realize that the information presented in the lectures often
contains the main concepts of the course and such material
most likely to be included on exams. More importantly,
students should know that class attendance, note taking,
reviewing notes, completing homework assignments, reading
the textbook and reviewing notes and assignments all
contribute to a student’s academic success. See the recall
curve in Figure 2.
Students cannot possibly remember all of the lecture’s
material, especially if the ideas are new. The primary reason to
take notes, therefore, is to store information until there is time
to learn it. It should be known that, taking notes is part of a
process that begins before class (preparing ahead for the
lecture), goes on during class (use active listening strategies
during lecture to grasp the key points), and continues after
class (working with the notes after class). Moreover, notetaking can boost achievement by:
(1) Triggers basic lecturing processes, help the student
rehearse the lecture content, and provide a gauge to what
is important in the text.
(2) Can help the student to remember parts of the material that
were not included in the notes themselves, and can help
the student to remember important points even before the
student have studied the material formally.
(3) Increases attention and concentration in class. Good
concentration will enhance memory
(4) Encourages students to process the material at a deeper level,
and
(5) Provides a means of connecting new learning with prior
knowledge.
Figure 3. Correlation between use of engineering paper
and regular paper on grades.
Figure 2. Memory and recall curve.
100
% Recall
80
60
% Recall(w ithout
review )
40
% Recall (w ith
Review )
20
G rad e(% )
Recall Curve
120
Class
100
Students using
Engineering Paper
80
60
40
20
0
0
Same
Day
Tw o
Days
Five
Weeks
Ten
Weeks
e Period
Armbruster Tim
(2000)
reported that college students
Q1 Q2 Q3 Q4 Q5 Q6 Q7 Q8 Q9 Q10
Quiz No.
During the semester, students were advised to keep
lecture notes in a large notebook, three-ring binder, to insert
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October 10 – 13, 2007, Milwaukee, WI
37th ASEE/IEEE Frontiers in Education Conference
F4A-17
Session F4A
handouts and rearrange their own notes. Twelve students have
used an engineering paper for their lecture notes. It was
noticed that these students have more complete, accurate, and
neat notes and sketches. In addition, Figure 3 shows that the
performance of these students was higher than the rest of the
class.
One of the methods to study the effect of note-taking
on the student’s performance was to determine the quality of
notes for the courses mentioned above. The percentage of
quality of notes was determined by the following items:
Complete notes (lecture notes, handouts, homework, quizzes,
and tests), accuracy, neatness, organize notes, using large
notebook, write on one side of the page, neat sketches, using
signal marks to indicate importance, and using grid or
engineering papers and is displayed in Table 2. All notebooks
were collected at the end of the semester, and analyzed as
shown in Table 3, and in Figures 3 and 4. Strong correlation
exists between grades and quality of notes.
As shown in Figure 4, students who pass the course
take good notes, between 80%-100%. On the other hand,
students who fail the class and/or D-students, take poor notes,
below 50%. Figure 3 show that the majority of A and B
students have notes’ quality between 90%-100%. In Figure 4,
students who used engineering paper for their notes (normally,
high quality of notes) compared to each grade level. 3 out of 7
from grade “A”, 5 out of 14 from grade “B”, and 3 out of 9
from grade “C”. It is clear that high achieving students take
more and better notes than their peers. Their notes are neat,
organized, accurate, and contain more detail including critical
terms and examples.
Figure 4. Quality of Notes vs. Grade Distribution.
% of the letter grade
60%
A study of note-taking importance was also begun in
MEEN 260 Materials Science. The semester began in the
standard classroom method used by the Professor which
included a combination of PowerPoint slides and board notes.
The professor however noticed many students only passively
watching the lecture. The first test was administered and
grades evaluated. The results for Test 1, as shown in Figure 5,
were not to the level of learning expected therefore a change
was made. The average was a 57 and the standard deviation
was 21. A class discussion was then held in which the value
of complete notes was the topic. It was announced that each
student’s notes were to be taken up at the time of the next test
and the quality graded. A detailed grade for the notes was
not given as discussed for the previous courses but a 3 scale
rank was used, excellent, adequate, or poor and a numerical
grade given. All students turned in a set of notes and this in
itself was a positive step. The grades on the second test went
up as the average was a 66 and the standard deviation
decreased to a 14. The greatest improvement was shown in
the poorest performing student as shown in Figure 5. The
playing field was more leveled as evident from the standard
deviation decreasing from 21 to 14.
CONCLUSION
The importance of classroom management can never be
understated. A successful experience for our students begins
with preparation and as professors, the internet and online
tools offers a means to encourage this preparation. Then we
have shown more evidence that attendance is also crucial.
Finally, the quality of good notes is noted for the most
successful students. More importantly, attention to taking
more complete notes can help the lower end students achieve
greater success. Work will continue on these areas as better
assessment tools are discovered and utilized.
50%
A
40%
B
30%
Figure 5. MEEN260 test grades for each student before
and after the student notes were graded.
C
20%
D
10%
F
100
90
0%
90-100
80-90
70-80
60-70
50-60
below 50
80
In the past, attendance; note-taking; and, thus,
performance for this course (static and mechanics of materials,
MEEN313) were considered to be very low. In order to
enhance the academic achievement of the student, some
factors were considered. Theses factors include, but not
limited to: adding attendance and quality of notes to be part of
the final grade; student’s preparation by posting materials
online, and continuous course review.
Test Grades
Quality of Notes(%)
70
60
50
40
Test 1 (No Lecture Notes Check)
Test 2 (With Lecture Notes Check)
30
20
0
5
10
15
20
25
30
35
Student
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October 10 – 13, 2007, Milwaukee, WI
37th ASEE/IEEE Frontiers in Education Conference
F4A-18
Session F4A
Table 1: Final Grades-Engineering Mechanics I (Statics) for Architectural and Civil Engineering Students
Letter Grade
A
B
C
D
F
F
W
Total
No. of Students
4
7
5
2
5
6
2
31
Percentage %
13%
23%
16%
6%
16%
20%
6%
100%
Attendance %
98%
91%
86%
76%
62%
16%
Final Grades-Engineering Mechanics I (Statics) for
Mechanical Engineering Students:MEEN335
Letter Grade
A
B
C
D
F
F
W
Total
No. of Students
3
7
4
3
5
3
1
26
Percentage %
12%
26%
15%
12%
19%
12%
4%
100%
Attendance %
94%
88%
74%
68%
56%
9%
Final Grades- Statics and Mechanics of Materials for Electrical and
Industrial Engineering Students: MEEN313
Letter Grade
A
B
C
D
F
F
W
Total
No. of Students
8
10
6
7
7
4
3
45
Percentage %
18%
22%
13%
16%
16%
9%
6%
100%
Attendance %
90%
86%
81%
64%
48%
5%
Table 2. Rubric to determine the quality of notes.
Item
Complete
Accurate
Organize
Neat
Drawings
Margins
Marks
3-ring Binder
% of total quality
25
20
15
5
10
10
5
10
Table 3: Quality of Notes vs. Grade distribution for
CAAE331 and MEEN335
Notes'
Quality(%)
90-100
80-90
70-80
60-70
50-60
below 50
% of
grade
A
57%
29%
0%
14%
0%
0%
students with this final
B
50%
29%
14%
7%
0%
0%
C
23%
33%
0%
11%
33%
0%
D
0%
0%
40%
0%
20%
40%
F
0%
10%
20%
20%
10%
40%
REFERENCES
Armbruster, B.B. (2000). “Taking notes from lectures.” In R.F. Flippo & D.C. Caverly (Eds.), Handbook of college
reading and study strategy research (pp. 175-199). Mahwah , NJ : Erlbaum.
Bakunas, B. & Holley, W., “Teaching organization skills.” Clearing House, 74 (3), 151-154. (2001)
Boon, O., "Notetaking for hearing and hearing impaired students". In Journal of Reading 523-536 (March 1989).
Ornstein, A.C., “Homework, studying, and notetaking: Essential skills for students”. NASSP Bulletin, 78 (558), 5870, (1994).
Carrier, C. & Titus, A., “Effects of notetaking pre-training and test mode expectations on learning from lectures”.
American Educational Research Journal, 18 (4), 385-397, (1981).
1-4244-1084-3/07/$25.00 ©2007 IEEE
October 10 – 13, 2007, Milwaukee, WI
37th ASEE/IEEE Frontiers in Education Conference
F4A-19