Kaleidoscope: An SCO
Journal of Graduate Student Research
Vol. 1, No.
1, Fall 2002, pp. 50-58
A Content Analysis of CMC in
Instruction:
_____
Tony Arduini received a Ph. D. from the Department of Speech
Communication at
in August of
2000. He currently teaches speech communication and performance studies at the
He has a range of research
interests including: theories of embodiment, instructional communication,
communication and
critical theory, and interpersonal
communication.
_____
Author’s note:
This article is the result
of an independent study course on content analysis, which I took with Dr. Daradirek “Gee” Ekachai. The
statistics suggest many interesting implications of using computer-mediated
communication (CMC), including its ability to permit communication by some
students who are inhibited in traditional classrooms and the decentralization of
authority in CMC. While I hoped the study would permit some generalizable findings about the use of listserves, I could only report descriptive statistics about
this listserve. I feel a little embarrassed now about
reporting my efforts at inferential statistical tests that simply couldn’t be
done with the data and the number of variables I was working with. I also see
the article as a bit “skeletal,” reporting about categories, which could have
been explained a bit more. Additional measures, such as qualitative
interviewing, could have also helped in describing the experience of this class
and their use of CMC.
Still, this study reinforced
my belief that the medium is at least part of the message, to paraphrase McLuhan. My work since this study has continued to be the
concern about the role of communication channels (e-mail and others) in
educational processes, using both qualitative and quantitative methods to
develop a fuller picture of students’ experiences.
My thanks go out to the following people for their guidance, willingness to share knowledge, and support, without which this and other work would not have been possible: Dr. Gee Ekachai, Dr. Mary Hinchcliff-Pelias, Dr. Ronald Pelias, Dr. Bryan Crow, and Dr. Richard Lanigan.
_____
Computer-mediated communication (CMC) is gaining in
popularity as a means for communicating in instructional settings. Some uses for
CMC include teachers delivering assignments, students returning assignments, and
teachers responding to assignments via e-mail. Also, listserves (computer systems that allows e-mail messages
sent to a central address to be distributed to a group subscribing to the list)
are used as an additional channel for discussion by teachers and students.
Besides these specifically designed activities, students and teachers also
exchange e-mail as a way of communicating about day-to-day concerns, such as a
student missing a class meeting or requesting a meeting. This paper proposes to
examine the uses that teachers and students have for this new
medium.
Because of the growth of CMC in instructional settings, research is
needed to understand how it functions in this setting. Some authors have moved
immediately to judge the value of using CMC in instruction (Donovan, 1995; Olaniran, et al, 1996), but I believe that CMC needs
descriptive research to understand it. Kuehn (1994) states
that little research has been done on computer use in instructional settings
from a communication perspective. For this reason, I feel developing an
understanding of how CMC is used in instruction is an important first step in
the process of learning how to use CMC effectively in
instruction.
Research Questions
Kuehn (1994) suggests that content analysis is a
promising method for examining CMC since data in the form of text is readily
available. Kuehn sees two uses for content analysis. First, it can be used to
describe communication phenomena. Second, it can be used to test hypotheses.
This paper uses content analysis in this first way (above) by describing the
uses students and teachers have for CMC. Hacker, et al (1996) have researched a
similar phenomenon, looking at the various ways that individuals used a listserve run by political parties in the 1992 presidential
campaign. Specifically, this study plans to look at the ways students and one
teacher in an intercultural communication course use an instructional discussion
list. Three research questions will be examined:
RQ1:
What uses do participants have for an instructional
discussion list?
RQ2:
Are there differences between students’ and teachers’ uses of an
instructional discussion list?
RQ3:
Is there a gender difference in the use of an
instructional discussion
list?
The goal of this study is to find a reliable set of categories for the
uses of CMC in instruction, which may then be applied in future research on
teachers’ and students’ uses of both CMC and face-to-face communication. Gender
differences and differences between students’ and teachers’ uses may also be
important and are included here on a tentative basis.
Research Method for
RQ1
This study uses a convenience sample, consisting of all
messages (N=221) that were sent to a discussion list for an intercultural
communication class in 1996. Students were graduate and undergraduate speech
communication students at a Midwestern university. Additional participants,
besides the students and teacher, who were affiliated with the speech
communication department, were also contributors to the list, contributing 21 of
221 messages. Though this is a convenience sample, the class included male (N=8)
and female (N=11) students and members of a variety of ethnic groups, so there
is no reason to see this group as different from any other group. The instructor
was female, and since she is the only representative of teachers, gender as an
intervening variable may need to be considered in examining the messages
representing teachers’ use of the discussion list.
The unit of measure for this study is the individual message. The
researcher read each message, looking for the overall use or purpose of each
message. The message portion of any posting consists only of the writer’s
contribution to the discussion, as seen in the body of the message. Quoted
material and information on the subject line of the message was not considered
part of the message, though this information may be used as context to help
interpret the message. In any whole message, many assertions may be made, but
this study looks for the main or central purpose of a whole message. Mutually
exclusive categories were developed, including a description of the uses or
purposes of messages for each category. These categories are based in part on
Hacker, et al’s (1996) categories for messages on listserves devoted to political parties. Additional
categories are needed, however, since the educational context of this listserve is a different setting for this kind of
communication.
Research Method for RQ2 and
RQ3
Future research will examine the different uses students
and teachers have for both face-to-face and computer-mediated communication.
This study can suggest preliminary answers to the question of whether teachers
and students use CMC differently, and also suggest whether gender affects the
use of CMC in an instructional context.
The data from coding above will be the basis for two more measures. A
cross-tabulation table, separating messages into teacher, student, and other
groupings and by category, will be constructed. Also, a chi-square test will be
performed to see if there is a significant difference between teacher and
student uses of the listserve. Lastly, a
cross-tabulation and chi-square test will be performed to see if there is a
significant difference between men’s and women’s use of the listserve.
Results for RQ1
Fifteen categories were developed to describe how
participants use this instructional listserve. A list
of categories follows:
1)
Seeking information
-- Writer explicitly asks the whole group for information about a topic relating
to the subject of the class or class procedures and
activities.
2)
Asserting opinion
-- Writer is stating an opinion, with or without support.
3)
Humor -- any
attempt at humor, including ironic humor.
4)
Posting information
-- Writer offers information based on writer’s knowledge or, for a teacher
particularly, pertaining to completing class assignments or
activities.
5)
Information
redistribution -- Writer’s message consists of information that the writer
acknowledges is from a source other than the writer.
6)
Opinion seeking --
Writer requests anyone in the group to offer opinions or perceptions to the
group.
7)
Flaming -- Writer
directly attacks another group member’s person.
8)
Metacommunication about list behavior-- Writer comments about
communication that has occurred on the listserve.
9)
Metacommunication about classroom behavior -- Writer comments about
communication that has occurred in class meetings.
10) Personal fact --
Writer describes his/her personal experience or personal
qualities.
11) Humor reposting --
Writer’s message consists of humor that the writer acknowledges is from a source
other than the writer.
12) Social greeting --
Writer greets one group member or the whole group, including thanking
others.
13) Social command
about list behavior -- Writer asks particular group member(s) to include or
exclude topics or information in future postings.
14) Social command
about classroom behavior -- Writer asks particular group member(s) to behave in
a particular manner in the classroom.
15) Other -- Writer’s
message is brief and ambiguous, so placing the message in one of the categories
above is not possible.
The above list of categories indicates the range of uses
for the listserve. Also, note that metacommunication and social command purposes
are separated in messages that pertain to the computer-mediated interactions and
the classroom interactions.
The following frequency table indicates the total numbers of messages for
each category of use.
|
Category |
Frequency |
Percent |
Cum.
Frequency |
Cum.
Percent |
|
1 |
1 |
0.5 |
1 |
0.5 |
|
2 |
96 |
43.4 |
97 |
43.9 |
|
3 |
4 |
1.8 |
101 |
45.7 |
|
4 |
2 |
0.9 |
103 |
46.6 |
|
5 |
19 |
8.6 |
122 |
55.2 |
|
6 |
13 |
5.9 |
135 |
61.1 |
|
7 |
2 |
0.9 |
137 |
62.0 |
|
8 |
17 |
7.7 |
154 |
69.7 |
|
9 |
12 |
5.4 |
166 |
75.1 |
|
10 |
24 |
10.9 |
190 |
86.0 |
|
11 |
1 |
0.5 |
191 |
86.4 |
|
12 |
8 |
3.6 |
199 |
90.0 |
|
13 |
12 |
5.4 |
211 |
95.5 |
|
14 |
4 |
1.8 |
215 |
97.3 |
|
15 |
6 |
2.7 |
221 |
100.0 |
The most common use for the listserve is to assert opinions (43.4%). The second most
common use is to share personal facts with the group (10.9%). The third most
common use is to redistribute information (8.6%).
Results for RQ2
The following are tables dividing messages into role
categories (teacher, student, and other participants). The percent of total
messages is below the frequency counts:
|
Frequency
of Uses for: |
Student |
Teacher |
Other |
|
|
(N=19) |
(N=1) |
(N=6) |
|
|
|
|
|
|
(1)
Seeking information |
1 |
1 |
0 |
|
|
.45 |
.00 |
.00 |
|
(2)
Asserting opinion |
84 |
2 |
10 |
|
|
38.01 |
.90 |
4.52 |
|
(3)
Humor |
4 |
0 |
0 |
|
|
1.81 |
.00 |
.00 |
|
(4)
Posting information |
1 |
1 |
0 |
|
|
.45 |
.45 |
.00 |
|
(5)
Information redistribution |
6 |
11 |
2 |
|
|
2.71 |
4.98 |
.90 |
|
(6)
Opinion seeking |
11 |
1 |
1 |
|
|
4.98 |
.45 |
.45 |
|
(7)
Flaming |
2 |
0 |
0 |
|
|
.90 |
.00 |
.00 |
|
(8)
Metacomm: list
behavior |
14 |
1 |
2 |
|
|
6.33 |
.45 |
.90 |
|
(9)
Metacomm: class
behavior |
9 |
3 |
0 |
|
|
4.07 |
1.36 |
.00 |
|
(10)
Personal fact |
19 |
2 |
3 |
|
|
8.60 |
.90 |
1.36 |
|
(11)
Humor reposting |
0 |
1 |
0 |
|
|
.00 |
.45 |
.00 |
|
(12)
Social greeting |
5 |
0 |
3 |
|
|
2.26 |
.00 |
1.36 |
|
13)
Soc command: list behavior |
11 |
1 |
0 |
|
|
4.98 |
.45 |
.0 |
|
(14)
Soc command: class behavior |
3 |
1 |
0 |
|
|
1.36 |
.45 |
.00 |
|
(15)
Other |
4 |
2 |
0 |
|
|
1.81 |
.90 |
.00 |
The most common use for the listserve by students is for asserting opinions (34.01%) and
the second most common use is to offer personal facts (8.6%). For the teacher,
the most common use of the listserve is to
redistribute information and the second most common use is metacommunication about classroom
behavior.
Results for RQ3
The following table indicates frequencies for men and
women who participated in the list for each category of
use.
|
Frequencies
of Uses for: |
Women |
Men |
|
|
(N=11) |
(N=8) |
|
(1)
Seeking information |
0 |
1 |
|
|
.00 |
.45 |
|
(2)
Asserting opinion |
49 |
47 |
|
|
22.17 |
21.27 |
|
(3)
Humor |
0 |
4 |
|
|
.00 |
1.81 |
|
(4)
Posting information |
2 |
0 |
|
|
.90 |
.00 |
|
(5)
Info redistribution |
13 |
6 |
|
|
5.8 |
2.71 |
|
(6)
Opinion seeking |
9 |
4 |
|
|
4.07 |
1.81 |
|
(7)
Flaming |
1 |
1 |
|
|
.45 |
.45 |
|
(8)
Metacomm: list
behavior |
5 |
12 |
|
|
2.26 |
5.43 |
|
(9)
Metacomm: class
behavior |
7 |
5 |
|
|
3.17 |
2.26 |
|
(10)
Personal fact |
15 |
9 |
|
|
6.79 |
4.07 |
|
(11)
Humor reposting |
1 |
0 |
|
|
.45 |
.00 |
|
(12)
Social greeting |
3 |
5 |
|
|
1.36 |
2.26 |
|
(13)
Soc command: list behavior |
3 |
9 |
|
|
1.36 |
4.07 |
|
(14)
Soc command: class behavior |
2 |
2 |
|
|
.90 |
.90 |
|
(15)
Other |
2 |
4 |
|
|
.90 |
1.81 |
The most common use of this listserve for women is to assert opinions (22.17%), and the
second most common use for women is to state personal facts (6.79%). For men,
the most common use is also asserting opinions (21.27%) and metacommunication about list behavior (5.43%).
For both research questions two and three, the large number of categories
made chi-square comparisons unreliable and so they are not reported
here.
Discussion
Many observations of how participants use the list are
consistent with regular classroom patterns. The teacher does most information
distribution. This makes sense if we consider the teacher the information
provider and the content expert in the classroom. The overall goal of the list
is to provide a way to extend classroom discussion, and expression of personal
fact and asserting opinions is consistent with their roles as discussants either
in the classroom or via computer mediated communication.
These results also indicate several ways that CMC differs from
traditional classroom communication. Teacher and student roles can be different
on a listserve since the teacher is not the physical
center of attention. High numbers of messages by students that assert opinions,
offer personal facts, and negotiate how group members should behave indicate a
de-centering of influence on the list compared to face-to-face classroom
communication. Particularly dramatic is the difference in number of messages
asserting opinion for students and teachers.
Another significant finding is the similar number of messages that assert
opinion for both men and women. While American culture typically provides more
opportunity for men to express opinions, the results indicate that women
expressed opinions slightly more often than men.
A third significant finding is that this new channel for communication
offered another channel for negotiating group norms and also created another
“group” constituted by the discourse on the list and the need for negotiation
therein. The list is a discussion forum so the most frequent uses conform to
that purpose. Asserting opinions, offering personal facts, and presenting
information for discussion all fit the purpose of the list. Many messages,
however, were designed to negotiate communication behavior on the list itself
and in face-to-face class meetings. In other words, a significant use of this
list was as a channel for metacommunication about
face-to-face communication; however, the new channel also required more
negotiation about behavior within the new channel as well.
Conclusion
Computer-mediated communication will continue to be a
significant part of education, if only because the workplace has become
computerized and students need familiarity with CMC to prepare them for it. This
study will be one small part of a larger project of understanding how students
and teachers use CMC and how students and teachers can eventually maximize the
effectiveness of their use of CMC.
_____
References
Donovan, D. C. (1995). Computer-mediated communication and the basic speech course.
Interpersonal Computing and Technology, 3 (3),
32-53.
Hacker, K. L., et al (1996). Uses of computer-mediated
political communication in the 1992 presidential campaign: A content analysis of
the Bush, Clinton, and Perot computer lists.
Communication Research Reports, 13, 138-146.
Kuehn, S. A. (1994). Computer-mediated communication in
instructional settings: A research agenda. Communication Education, 43,
171-183.
Olaniran, B. A., Savage, G. T., & Sorenson, R. L. (1996).
Experimental and experiential approaches to teaching face-to-face and computer
mediated group discussion. Communication
Education, 45,
244-259.
Copyright © 2002 Kaleidoscope/Speech
Communication Association/Department of Speech Communication,
SIUC.
All rights reserved.