Research Article
Sarah LeMire
Professor
Texas A&M University
College Station, Texas, United States of America
Email: slemire@tamu.edu
Received: 6 Dec. 2023 Accepted:
10 May 2024
2024 LeMire.
This is an Open Access article distributed under the terms of the Creative Commons‐Attribution‐Noncommercial‐Share Alike License 4.0
International (http://creativecommons.org/licenses/by-nc-sa/4.0/),
which permits unrestricted use, distribution, and reproduction in any medium,
provided the original work is properly attributed, not used for commercial
purposes, and, if transformed, the resulting work is redistributed under the
same or similar license to this one.
DOI: 10.18438/eblip30490
Objective
– This study was designed to explore the potential academic impact of open
textbooks in writing courses.
Methods – The researcher used statistical analyses of course
outcomes for over 1,000 sections to examine the impact of OER usage on course
GPA in three writing courses at an R1 university.
Results
– Study results reveal that using an OER textbook is associated with an
overall increase in class GPA.
Conclusion – When advocating for the use of
OER in campus writing courses, librarians can point to findings that suggest
improved student outcomes after a switch to OER in those courses.
The cost of higher education is a barrier for many students. Recent
statistics suggest that the average cost of attendance at a US four-year public
institution is $26,000/year (National Center for Education Statistics, 2023a).
The rising cost of education is reflected in the amount of debt that students
take on; on average, US students who take out loans are borrowing over $45,000
to complete their undergraduate degrees (National Center for Education
Statistics, 2023b). These high costs are leading more and more students and
families to question the value of a college education (Tough, 2023).
Librarians and individual faculty members may feel powerless to impact the
cost problem in higher education. However, faculty and departments typically
have control over one important cost in higher education: textbooks. Full-time
college students in the US typically spend between $1,240 and $1,460 per year
on books and supplies (Ma & Pender, 2022). Textbook costs can be
particularly challenging for students because they are difficult to predict
(Colvard et al., 2018). Students often don’t know until they see the syllabus
if they can get their books through the library or if they will have to
purchase the most recent anthology or specific editions of a dozen novels.
Similarly, they may not find out until the first day of classes that they are
expected to purchase a textbook, supplementary writing guide, and access to a
peer review site or an artificial intelligence (AI) writing resource.
Expensive textbooks can impact not only a student’s financial situation,
but also their academic success. Without a textbook, students are impeded in
their efforts to learn the course content. Despite the potential impact on
their course grade, students commonly postpone or even forgo purchasing course
materials in order to save money on textbooks (Florida Virtual Campus, 2022;
Murphy & Shelley, 2020). Further, research suggests that the cost of
textbooks can impact the number of courses a student takes per semester;
students who take classes with open textbooks are likely to enroll in more
courses (Fischer et al., 2015).
Open Educational Resources (OER) are an increasingly popular solution to
the cost of textbooks. Open textbooks, unlike commercial textbooks, are
licensed for free use, sharing, and modification, meaning that there is no cost
to either faculty or students when using an open textbook for a course.
Although open textbooks eliminate cost barriers for students, faculty may be
reluctant to change to OER due to concerns about quality and potential impact
on student performance. In order to allay these concerns, researchers have been
examining the impact of OER on student academic performance. Scholars have
published a number of studies investigating the impact of OER on student
learning in math, psychology, the health sciences, and a variety of other
disciplines (Grewe & Davis, 2017; Magro, J., & Tabaei, S. V., 2020;
Riley & Carmack, 2020; Winitzky-Stephens & Pickavance, 2017). However,
little research has examined the impact of OER on student performance in
writing and composition courses. This study contributes to filling that gap by
examining differences in course GPA for three writing courses at a large R1
university. The research question this study aims to answer is as follows: What
is the relationship between the use of open textbooks in writing courses and student
academic performance?
Although OER can have multiple positive impacts, much of the nascent OER
discourse has focused on affordability and removal of cost barriers. Library
and campus affordability initiatives have, for logical reasons, particularly
emphasized high-enrollment courses with expensive textbooks (Soper et al.,
2018; Spilovoy et al., 2020; Wesolek et al., 2018). By switching to OER in one
of these courses, students can save hundreds of thousands of dollars in a
single academic year. For this reason, this type of course is commonly referred
to as low-hanging fruit by affordability advocates (Contrada & Good-Schiff,
2021; Walsh, 2020; Wesolek et al., 2018).
Because of the OER movement’s focus on dollars saved, affordability efforts
have been slow to target writing studies. Unlike lower-division STEM courses,
which can enroll hundreds of students in a single lecture, writing studies
courses tend to have low enrollment caps. Further, composition and writing
textbooks tend to be moderately priced. For example, the most recent paperback
edition of the commonly used composition textbook Everyone’s an Author has a publisher list price of $63.75 (W.W.
Norton, 2023).
Although writing studies may not be a first target for affordability
initiatives, many writing instructors have embraced OER as a strategy to save
students money, as evidenced by the number of open textbooks that have been
created in this discipline. The Open Textbook Library (2023), a well-known
repository for open textbooks, included 115 OER in their Literature, Rhetoric,
and Poetry section covering composition, technical writing, and American and
world literature as of December 2023. For comparison, the same repository
included 40 textbooks for Physics, 49 for History, and 45 in Psychology at that
same time period. The vast disparity illustrates the level of engagement that
English and Writing instructors have had in this area.
As more and more writing instructors have experimented with OER in their
classrooms, several of them have reported on their experiences. For example,
Hutchins (2020) detailed her journey to using OER in her reading and writing
and composition courses, including tips on everything from finding OER readings
to publication platforms. Similarly, Jory (2020) explained how Salt Lake
Community College developed an entire series of OER texts aligned with their
threshold concept-based curriculum. Vengadasalam (2020) described three
different models for incorporating OER into technical writing courses,
including using OER as a supplement to traditional commercial resources, using
OER as a course textbook for a single course, and making a campus-wide shift to
OER. Each of these authors provides insights to fellow instructors who may be
interested in trying OER at their own institutions.
Researchers have also investigated how faculty and students perceive open
textbooks. Studies have found that both students and faculty reported positive
perceptions of their open writing textbooks (Branson et al., 2021; Zuhaila and
Triana, 2023). Branson et al. (2021) found that 80% of students considered
their open textbook as higher quality than commercial textbooks, and 86% found
it more useful. Similarly, Zuhaila & Triana (2023) found that most of their
English as a Foreign Language students “had a positive perception toward the
use of OER in improving students’ writing skills” (p. 189). In terms of
faculty, Branson et al. (2021) found that 100% of instructors surveyed found
the OER helpful.
In addition to positive perceptions, authors have also discussed the side
benefits they uncovered when working with OER. Branson et al. (2021) explained
that “Our program is much more unified in what we teach, how we teach, and the
assignments we use” than they were before they collaborated to develop OER (p.
201). By coming together to develop OER learning materials, the writing program
faculty became more aligned in their pedagogical goals and methods. Similarly,
Jory (2020) found that “the curricular and pedagogical endeavor has forced us
to carefully consider who our students are, where they come from, and how we
can draw on our best disciplinary knowledge to support their development as
writers” (386). The actual process of developing OER had a positive impact on
the faculty’s intentionality in designing the curriculum.
When examining faculty textbook choices in a variety of disciplines,
researchers found that quality is typically the primary consideration (Martin
& Kimmons, 2020; Scott et al., 2023; Spilovoy et al., 2020). Faculty want
to be sure that the textbooks that they’ve chosen have accurate content,
contain quality images and graphics, and are appropriate for their pedagogical
approach (Jung et al., 2017; Martin & Kimmons, 2020). Many faculty want
textbooks that include robust ancillary materials such as lecture slides, test
banks, and homework sites (Elder, 2022).
Concerns about textbook quality are intertwined with concerns about student
learning; faculty are concerned that changing textbooks could impact student
performance. Fortunately, researchers have found that students typically
perform as well, if not better, in classes using an open textbook. Studies
examining the relationship between OER and student performance have found gains
in classes using OER in disciplines such as history, psychology, and nursing
(Grewe & Davis, 2017; Magro & Tabaei, 2020; Riley & Carmack, 2020).
Other studies have found that there is no significant difference between
student performance in OER and non-OER sections of courses such as math and
biology (Winitzky-Stephens & Pickavance, 2017). This pattern extends across
a variety of institution types and disciplines; in a synthesis of 16 published
studies of OER efficacy, Hilton found that students using OER often
outperformed their peers using commercial textbooks (2020, p. 869).
Amid the growing body of literature examining the impact of OER on student
academic performance, there is limited scholarship on student performance in
OER writing courses. In one notable exception, Griswold’s (2022) study of
community college composition students found no significant differences in
student performance after switching to an open textbook. Following in the
footsteps of Griswold’s work, this study examines course-level student outcomes
in OER and non-OER sections of three common writing studies courses.
The data set used was derived from pre-existing data
published on the website of an R1 university. The website publishes course
outcomes, in aggregate and with no personally identifiable information, for all
university courses that meet minimum enrollment criteria (due to privacy
concerns). In addition, the university’s publicly-available course scheduler
includes an indicator marking which courses are using only OER. After receiving
a determination from the researcher’s Institutional Review Board that this
study was not considered human subjects research, the researcher used the
course scheduler to extract a list of sections for three courses of interest:
Composition, Technical Writing, and Introduction to Literature. These courses
comprise three large multi-section offerings within the university’s writing
program. Each section included an indicator if they were using only OER. To
this data set, the researcher added the course outcomes (course grade point
average) for each section. The overall data set included 1,043 course records
dating back to 2019, when the department’s first OER was implemented for
Composition. The data set includes four variables which are detailed in Table 1
below.
Table 1
Variables
Variable Name |
Variable Type |
OER |
Categorical |
Course Number |
Categorical |
GPA |
Continuous |
Instructor |
String |
This study used multiple regression to examine the impact of OER usage on
course GPA in the three writing courses. Because instructors were commonly
assigned to teach multiple sections of the same course, either in the same
semester or in different semesters, the researcher used a clustered regression.
This method was used to account for correlation between course sections by the
same instructor. In addition, the study used t-tests to examine differences in
course GPA between OER and non-OER sections of the same course.
Because this study employed ordinary least squares (OLS) regression, the
researcher first checked that the assumptions of OLS were met. Density and QQ
plots visually confirmed that the distribution was approximately normal;
however, the Breusch-Pagan test for heteroskedasticity revealed that the data
set had problems with homoskedasticity, thus violating the constant residual
variance assumption.
Next, the researcher examined the data for outliers, running leverage,
studentized residuals, Cook’s D, and dfbetas tests to identify outliers
influencing the dependent variable. Tests revealed that 24 observations met the
criteria for high values for all four outlets tests. These 24 outliers were
removed from the sample and OLS assumptions were re-checked. After removal of
the 24 outliers, the data set met the constant residual variance assumption
(Table 2).
Table 2
Breusch-Pagan Test Results
|
Chi Square
Distribution 𝜒2(1) |
p |
Including Outliers |
12.21 |
0.0005 |
Excluding Outliers |
0.00 |
0.9568 |
After outliers were removed, the data set contained
information from 1,019 course sections: 501 sections with open textbooks and
518 sections with commercial textbooks. A summary of the course sections is
available in Table 3.
Table 3
Descriptive Statistics
|
Variable |
Observations |
Proportion |
OER |
Composition |
160 |
.32 |
Technical Writing |
329 |
.66 |
|
Introduction to Literature |
12 |
.02 |
|
Non-OER |
Composition |
75 |
.14 |
Technical Writing |
254 |
.49 |
|
Introduction to Literature |
189 |
.36 |
Regression results, detailed in Table 4, revealed that this model accounts
for 11% of the variation in course GPA, F(3, 116) =15.64, p<0.001. Partial 𝜂² for OER and
course number were .036 and .082, respectively. Although this indicates that
the effect sizes for each predictor were small, the regression results reveal
that, holding course number constant, there was a statistically significant
difference between OER and non-OER courses. Switching from a commercial
textbook to an OER is associated with a .120 point increase in course GPA,
t(116) = 3.79, p<0.001.
When controlling for the type of textbook used, there
were also significant differences in GPA between the three different courses.
Introduction to Literature had a mean course GPA that was .154 points higher
than that of Composition, the reference group, t(116) = 3.66, p<0.001. Similarly, Technical
Writing’s course mean GPA was .207 points higher than Composition, t(116)=5.71,
p<0.001.
Table 4
Regression Results
Predictors |
Robust Standard Error |
t |
p |
OER |
|
|
|
OER |
.120 (.032) |
3.79 |
<.001 |
Non-OER (reference group) |
|
|
|
Course Number |
|
|
|
Composition (reference group) |
|||
Introduction to Literature |
.154(.042) |
3.66 |
<.001 |
Technical Writing |
.206(.036) |
5.71 |
<.001 |
T-test results revealed that there were significant
differences in course GPA for Composition courses with and without open
textbooks (Table 5). In Composition, the mean GPA for OER sections was 0.198
points higher than that of courses without open textbooks, t(233)=-3.39,
p<.001. For Technical Writing, the mean GPA for OER sections was 0.12 points
higher, t(581)=-5.06, p<0.001. For Introduction to Literature, there were no
significant differences in GPA between OER and non-OER sections. The mean GPA
for OER sections was 0.06 points higher than that of non-OER sections,
t(199)=-.79, p=0.43.
Table 5
T-Test Results
|
Variable |
Mean |
Standard Deviation |
Standard Error |
p |
OER |
Composition |
3.505 |
.284 |
.022 |
<.001 |
Non-OER |
Composition |
3.373 |
.265 |
.031 |
|
OER |
Technical Writing |
3.708 |
.270 |
.015 |
<.001 |
Non-OER |
Technical Writing |
3.588 |
.299 |
.019 |
|
OER |
Introduction to Literature |
3.603 |
.341 |
.098 |
=0.430 |
Non-OER |
Introduction to Literature |
3.539 |
.268 |
.019 |
|
This study’s results indicate that there is a correlation between student
academic performance and faculty use of open textbooks in writing courses,
which supports the hypothesis that faculty use of OER can support student
academic achievement. Specifically, results indicate that course GPA is
estimated to be .120 points higher in writing courses using an OER. Analysis of
student performance in each of the three courses reveals that, in all three
courses, students in sections using an open textbook achieved a higher average
GPA compared with those in sections using a commercial textbook. In two of
these courses, Composition and Technical Writing, the increase was
statistically significant. The third course, Introduction to Literature, showed
a small but statistically insignificant difference in course GPA for sections
using open textbooks. These findings align with previous research that
suggested switching to open textbooks is not likely to negatively impact
student academic performance, and in many cases is associated with an
improvement in performance (Hilton, 2016).
There could be multiple reasons for higher student grades in OER sections
of writing courses. One reason could be improved access to the course
materials. Many students choose to delay or even forgo purchase of course
materials, either due to financial limitations or because they are unsure that
those materials will be truly needed (or both). By switching to an OER, faculty
are providing all of their students with immediate access to required learning
materials. In addition, for classes that switched to open textbooks prior to
the pandemic, students in those sections may have benefited from seamless
access to their course materials when the pandemic caused the university to
shift to virtual learning.
A second reason for improved student performance could be due to faculty
curricular revisions. Switching to a new textbook can be an opportunity to
reconsider course design and try new strategies to enhance student learning and
engagement. If faculty update their curricula while adopting an OER, student
performance may be connected to the curricular changes in addition to, or even
instead of, the change in textbook.
A third reason could be increased alignment between learning materials and
course outcomes. Open textbooks, by definition, can be modified by instructors,
and research indicates that many instructors take advantage of this feature
(Weller et al., 2015). Faculty can use this affordance of OER to increase the
relevance of the learning materials to their students. The process of adapting
a textbook can make a faculty member more intimately familiar with the textbook
content and enable them to be more intentional about how they use the textbook
in the course.
It is also possible that tailoring course materials could make the textbook
seem more relevant and useful for students, thus making them more likely to
engage with those materials. For example, the authors of the open textbook for
Technical Writing designed chapters that would support specific assignments,
such as the writing of a résumé. The close alignment between the chapter
content and the assignment could have influenced student perceptions of the
textbook’s usefulness, and thus their engagement with the content.
Finally, it is impossible to rule out the possibility that the differences
in course GPA are due to reasons unrelated to the textbook used. Students were
not randomly assigned to each course and instructors had the ability to choose
which textbook they wanted to use. Further, although sections of the same
course shared learning outcomes, instructors had the academic freedom to design
their own curriculum and assignments. The researcher was not able to control
for these curricular differences in this study.
This study does not specify which of these reasons, or others, explains the
difference in student academic performance between course sections using OER
and commercial textbooks. Future research should explore these possibilities.
When librarians are considering courses to target for OER efforts, writing
courses, due to the moderate cost of textbooks in the discipline, may not be
considered low-hanging fruit in efforts to save students money on textbooks.
However, writing studies faculty have been actively engaged in the open
movement, and the open textbooks those faculty have developed are being used by
thousands of students nationwide, suggesting that writing studies faculty may
be highly receptive to conversations about OER. Librarians considering
approaching faculty who teach writing courses such as composition, technical
writing, and introduction to literature courses should consider perusing OER
repositories such as the Open Textbook Library or George Mason University OER
MetaFinder to determine whether there are existing open textbooks that might
meet or be easily adapted to meet their faculty’s curricular needs.
Librarians who find that their writing studies faculty are hesitant about
switching to an open textbook due to concerns about quality should note that
this research, together with numerous previous studies, supports the notion
that using an open textbook does not have a negative impact on student academic
performance. On the contrary, research suggests that students are likely to
perform better when using an open textbook. Hilton asked, “If the average
college student spends approximately $1000 per year on textbooks and yet
performs scholastically no better than the student who utilizes free OER, what
exactly is being purchased with that $1000?” (2016, p. 588). Given the number
of well-reviewed OER available for composition, technical writing, and introductory
literature courses, this study’s results support the validity of this question.
Librarians advocating for faculty adoption of OER in writing courses may wish
to encourage faculty to consider what value is being added to their course by
using commercial materials.
This study was based on existing data from a single R1 institution and
cannot be generalized to other types of institution. Further, this study was
based on course-level student outcomes; it did not include student-level data,
including demographic characteristics such as socioeconomic status that could
also influence student course outcomes. In addition, it is possible that there
were other reasons, such as differences in instructor, course assignments, or
instructional content, that could have contributed to changes in student
academic performance. Finally, this study was based upon OER information
provided in a self-report course marking system. The course indicator suggested
that a section is using only OER, including open textbooks and other open
resources. However, it was possible that some sections may have used a
combination of resource types.
This study examined the academic outcomes of students enrolled in three
writing courses at an R1 university. Specifically, the study examined if there
was a difference in course grades for students enrolled in sections using open
textbooks compared with those using commercial textbooks. Study results
indicated that students in sections using an open textbook achieved a higher
average GPA compared with those in sections using a commercial textbook. This
finding reinforces previous findings in the literature that suggest faculty use
of open textbooks supports student academic achievement.
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