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  <front>
    <journal-meta />
    <article-meta>
      <title-group>
        <article-title>Impact of Revision Planning on Peer-Reviewed Writing</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <string-name>Alok Baikadi</string-name>
          <email>baikadi@pitt.edu</email>
          <xref ref-type="aff" rid="aff0">0</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Christian Schunn</string-name>
          <email>schunn@pitt.edu</email>
          <xref ref-type="aff" rid="aff1">1</xref>
        </contrib>
        <contrib contrib-type="author">
          <string-name>Kevin Ashley</string-name>
          <email>ashley@pitt.edu</email>
          <xref ref-type="aff" rid="aff2">2</xref>
        </contrib>
        <aff id="aff0">
          <label>0</label>
          <institution>University of Pittsburgh</institution>
          ,
          <addr-line>3939 O'Hara St, Pittsburgh, PA 15213</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
        <aff id="aff1">
          <label>1</label>
          <institution>University of Pittsburgh</institution>
          ,
          <addr-line>3939 O'Hara St, Pittsburgh, PA 15213</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
        <aff id="aff2">
          <label>2</label>
          <institution>University of Pittsburgh</institution>
          ,
          <addr-line>3939 O'Hara St, Pittsburgh, PA 15213</addr-line>
          ,
          <country country="US">USA</country>
        </aff>
      </contrib-group>
      <abstract>
        <p>Revision is a core writing skill that presents challenges to both novice and expert writers. Within the context of peer review, peer feedback has the potential to provide rich guidance for reviewing, especially when making content-level changes. However, authors must review and evaluate each piece of feedback for meaningful critiques that can be applied to further drafts. In this work, we analyzed the impact of revision planning and comment feedback on subsequent essay performance. We found that the amount of feedback implemented, as well as learning gained from review are predictive of improved performance on future writing.</p>
      </abstract>
      <kwd-group>
        <kwd>peer review</kwd>
        <kwd>revision</kwd>
        <kwd>writing instruction</kwd>
      </kwd-group>
    </article-meta>
  </front>
  <body>
    <sec id="sec-1">
      <title>1. INTRODUCTION</title>
      <p>
        Revision has long been seen as one of the cornerstones of effective
writing [
        <xref ref-type="bibr" rid="ref7">7</xref>
        ]. Practicing revision has been shown to not only improve
the produced writing, but also help on first drafts of future writings
[
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. One of the discriminators between expert and novice writers is
how they approach revision. While both groups often make many
surface-level edits, such as spelling, grammar, and stylistic
revisions [
        <xref ref-type="bibr" rid="ref2 ref5">2, 5, 15, 18</xref>
        ], expert writers often make a higher
proportion of content-level edits than do novices [
        <xref ref-type="bibr" rid="ref4">4</xref>
        ].
      </p>
      <p>
        There are, however, many factors that may influence how many
surface- or content-level changes are made during revision.
Students’ revision is often of higher quality when given feedback
[
        <xref ref-type="bibr" rid="ref4">4</xref>
        ], especially if the feedback is substantial [
        <xref ref-type="bibr" rid="ref9">9</xref>
        ]. However, students
will make more surface-level edits when given surface-level
feedback [15]. They are also responsive to the grading rubrics that
are presented to them by the teacher, often considering the teacher
to be the final judge of the intended audience [18]. Further, students
are more likely to engage in content-level revisions when provided
with sufficient domain knowledge, and training in reading for
meaning [
        <xref ref-type="bibr" rid="ref12">12</xref>
        ].
      </p>
      <p>
        Peer-review has been shown to have beneficial effects for revision.
Students were able to employ more strategic revision strategies
given peer feedback [
        <xref ref-type="bibr" rid="ref11">11</xref>
        ], made fewer surface-level changes [16],
and add more details in their writing [
        <xref ref-type="bibr" rid="ref13">13</xref>
        ], especially when peers
provide justification for their feedback [
        <xref ref-type="bibr" rid="ref8">8</xref>
        ]. Students are also more
likely to learn critical revision skills by observing a peer coping
with the process than by observing an expert performing the same
task [19].
      </p>
      <p>
        Yet, once feedback is received, it is not always implemented in
future drafts [
        <xref ref-type="bibr" rid="ref6">6</xref>
        ]. Sometimes students indicate an intention to
implement meaningful changes but do not follow through with the
intent [
        <xref ref-type="bibr" rid="ref5">5</xref>
        ]. One approach is to use checklists [17] to guide the
students in focusing on important aspects of the writing. Another is
to allow students to create revision memos, encouraging students
to focus on intended revisions that they had identified [
        <xref ref-type="bibr" rid="ref1">1</xref>
        ].
While students do not always implement the feedback they receive,
it has not been clear whether this was because they had forgotten
about the feedback, or whether they had chosen to ignore it. In this
work, we employed a revision planning application designed to
scaffold the process of implementing feedback received in the
peerreview process in several high school classrooms. We then
analyzed the impact of tool usage and implementation of feedback
on future writing. The results show that the degree to which
students implemented the feedback they received is predictive of
future writing success. In addition, students with access to the
revision planning intervention were able to show gains in both the
amount of feedback addressed, and in quality of a future writing
assignment.
      </p>
    </sec>
    <sec id="sec-2">
      <title>2. SWoRD PEER-REVIEW SYSTEM</title>
      <p>Web-based, computer-supported peer review has been shown to be
an effective tool for improving students’ writing skills. Students
learn as they read and review each other’s papers based on
instructor provided-criteria. Students still need support, however,
in organizing the reviews they receive and planning how to revise
their own papers. This paper describes a revision environment that
helps students to cluster and prioritize reviewers’ suggestions,
develop a plan for revision their papers, and make note of lessons
learned about writing for future use. We report here about students’
experiences in using the tool in a high school Advanced Placement
course.</p>
      <p>Scaffolded Writing and Rewriting in the Disciplines (SWoRD) is a
web-based reciprocal peer review system developed at the
University of Pittsburgh. It was originally developed especially for
large undergraduate courses in academic disciplines where class
size would otherwise discourage instructors from employing many
writing assignments. Over the past 12 years, it has been used by
over thirty-five thousand students across grade levels and across a
variety of academic disciplines. Research shows that students learn
as much, if not more, from giving good feedback as they do from
receiving it [14]. Therefore, the SWoRD system is designed to
support both the acts of giving and receiving feedback.
The peer review process within SWoRD takes place in three
phases: An Authoring phase, a Review phase, and a
BackEvaluation phase. Figure 1 shows the peer-review process from the
students’ perspective. In the first phase, students are provided with
writing prompt to which they will respond. The instructor provides
the prompt and set deadlines. Students may either enter text into the
web interface, or upload a pre-existing document in order to submit
their assignments. Once documents have been uploaded, students
can begin requesting documents to review.</p>
      <p>The Review phase takes place once the submission deadline has
passed. The instructor provides a grading rubric that contains
several rating dimensions and prompts for written comments. The
instructor then selects how many documents each student is asked
to review, and the system assigns the reviews from the existing pool
of documents. In order to ensure that each submission receives an
adequate number of reviews, students may elect to do additional
reviewing for extra credit. When reviewing a document, students
are presented with the grading rubric and comment prompts the
instructor has provided along with the submitted document. The
student reads the document and provides written feedback for each
evaluative dimension, as well as numerical scores on a seven-point
rating scale (1: Disastrous to 7: Excellent). Once students have
submitted their scores, the system calculates a numerical accuracy
score, taking into account consistency of each student’s scores with
the mean of the other raters for the same documents. This is
provided to the student as reviewer feedback once all the scores
have been submitted.</p>
      <p>In the final phase, students receive the feedback and scores
generated by their peers. They can then evaluate the helpfulness of
the feedback received, and provide extra feedback to the reviewers
for future reviewing. As with reviewing evaluation dimensions,
helpfulness is rated on a seven-point scale. The whole peer-review
process can then be repeated for multiple drafts of the same paper.</p>
    </sec>
    <sec id="sec-3">
      <title>2.1 Revision Planning</title>
      <p>During the course of peer review, students have the opportunity to
learn from both giving and receiving feedback. During the review
process, students are asked to critically evaluate a peer's submission
on the same criterion with which their own writing will be judged.
While reviewing, students may notice aspects of their peers'
submissions that they can incorporate into their own work. Prior
work [14] has shown connections between changes made in a
document and the documents reviewed. The strongest connections
came when the student both recognized it in a peers' work, as well
as received feedback on the same topic from their peer reviewers.
To support this process, the Revision Planning system has two
components. The first component, Ideas for Revision, is available
to the student during the reviewing process. It encourages them to
make observations on the papers they are reading, and make note
of changes that could be applied to their documents. They are able
to identify the observation as a good idea that they’d like to
consider for their own work, or a problem with the peer’s paper that
they would like to avoid in their next draft. Figure 2 shows the Ideas
for Revision page.</p>
      <p>The second component, the Revision Planner, allows students to
consider how they would address each comment they receive from
their peers. For each comment, they can elect to ignore it or fix it.
If they choose to fix it, they can then assign a priority and make
notes on what the fix will be. If they choose to ignore it, they can
select a reason from a drop-down menu, or add more text to explain
why it is being ignored. Both the Revision Planner and the Ideas
for Revision are visible during revision in their full capability. In
addition, the system can generate checklist that the students can use
to focus on the aspects of their document they have decided to
improve. Figure 3 shows the Revision Planner page.</p>
    </sec>
    <sec id="sec-4">
      <title>3. PEER REVIEW CORPUS</title>
      <p>10 AP English Language and Composition teachers (n=941
students) fully participated in the study. 40% of the schools were
from Title 1 schools, 40% had at least 30% or more students of
color, and 50% had a high proportion of economically
disadvantaged students.</p>
      <p>
        All included teachers taught at least two sections of AP
English Language and Composition such that sections could be
randomly assigned to one of two conditions: all tools on vs. all tools
off. All classes implemented an initial peer review essay
assignment with a required revision and then a transfer essay
assignment. Across teachers, they could offer additional
intermediate essay assignments, but they had to keep this constant
across their sections. In the Tools-On condition (n=483 students),
students experienced all four tools turned on in all the assignments
prior to the transfer essay: thesis prompt, instant feedback [
        <xref ref-type="bibr" rid="ref10 ref3">3,10</xref>
        ],
Figure 2 Ideas for Revision Page
ideas to consider, and revision planning. In the Tools-Off condition,
the baseline version of SWoRD was used instead.
      </p>
      <p>The writing assignment consisted of essays writing assignments
drawn from practice AP English Language and Composition
exams, requiring students to analyze the rhetorical strategies
employed in a given text. For the initial essay, students were
required to write two drafts. Both drafts were subject to
peerreview. The grading rubric asked students to evaluate the accuracy
and quality of rhetorical devices identified, evaluate the textual
evidence used in the analysis, and comment on the use of academic
English grammar and style. For the transfer essay, only one draft
was required. Some teachers elected to include peer review and a
second draft of the transfer essay, but it was not required.</p>
    </sec>
    <sec id="sec-5">
      <title>3.1 Data Annotation</title>
      <p>For each teacher (except for one who had not finished the transfer
essay by the time expert coders completed their tasks), we
randomly sampled 15 students from each of the conditions (i.e., 30
students per teacher), and then collected all the first draft essays
from the initial and transfer assignments (i.e., two essays per
sampled student). Writing experts (instructors of First Year Writing
at a local university) were recruited and trained in using the same
evaluation rubric to grade all of these sampled essays; they were
blind to condition and whether the essay was the first or transfer
essay. Each essay was scored by two experts. A third expert was
also used if there was a discrepancy of grades of more than 2 points.
For analysis, we used the mean score across raters.</p>
      <p>From these essays, we further subsampled 10 students per teacher
condition by selecting the highest 5 and lowest 5 quality essays as
judged by the experts (n=200). For this subset of essays,
undergraduate work-study students coded the comments (n=6483)
for whether the comment was implemented in the second draft of
the first essay, or not (Cohen’s Kappa = 0.779).</p>
    </sec>
    <sec id="sec-6">
      <title>4. RESULTS</title>
      <p>Considering all students for whom both essays were scored, and
comments were annotated for implementation, there was an effect
from the percentage of implemented critique comments on transfer
essay score (Beta=0.359, p&lt;0.05), controlling for performance on
the initial essay score (i.e., controlling for initial writing ability).
Figure 4 shows the scatter plot.</p>
      <p>Using the revision planning tool appeared to influence the amount
of revising that students did, with students being more likely to
implement comments in the Tools On condition (p&lt;.005). This
effect was larger for lower ability authors (i.e., students with a first
draft score lower than the class mean), as shown in Figure 5. The
condition x writer ability interaction was statistically significant
(p&lt;.001).</p>
      <p>Considering all students for whom essays were scored, there was
no overall effect of condition on the transfer essay, in a univariate
analysis on transfer essay overall score [F(2,167)&lt;1], using
condition as a fixed factor and essay 1 score as a covariate.
However, if the analysis is restricted to only the 5 teachers for
which there was a higher rate of use of the Ideas for Revision and
Revision Planning tools, then the same analysis was statistically
significant [F(1,147)=2.67, p=.03]; see Figure 6. Note the same
result held whether or not Essay 1 score was included as a covariate.
In addition, another follow-up regression analysis (including all the
students with scored essays), we predicted transfer essay score
using Essay 1, # of Ideas for Revision, and # of Revision Plans as
predictors. # of Revision Plans was not a significant predictor
(Beta=.19, t=1.5, p=.14), but # of Ideas for Revision was
statistically significant (Beta=.25, t=2.0, p=.05). In other words, we
have additional evidence that these tools were useful for improving
writing, that considering amount of tool use as a useful filter on
which teachers to consider, and it appears that amount of insights
gathered from reviewing in particular was most helpful.</p>
    </sec>
    <sec id="sec-7">
      <title>5. CONCLUSIONS AND FUTURE WORK</title>
      <p>In this work we have presented a revision planning intervention
which allows students to respond to feedback received, and note
observations made during the reviewing process. We deployed the
intervention in several AP English Language and Composition
classrooms and evaluated the impact of the intervention on both
second draft revisions and future writing. Students who used the
revision planning intervention addressed more comments in the
second drafts of their essays. When the analysis focused on
classrooms in which revision planning was a more common
activity, students who had access to the intervention also wrote
higher quality subsequent essays, as judged by subject matter
experts.</p>
      <p>There are several promising directions for future work. While we
investigated the amount of feedback to which the students
attempted to respond, further investigation is required to
understand both the quality of the feedback and the quality of the
revision. Students may be addressing many comments which are
incidental or even detrimental to the quality of the writing, or of
future writing. Secondly, the feedback received within a single
review is often focused on short-term improvements for the writing
at hand, rather than long term development. The Ideas for Revision
intervention, however, allows students to record more general
observations that may be transferred to future writing. Extracting
these themes from either the feedback received or Ideas for
Revision observations may enable students to reify long term goals
for improvement in writing.</p>
      <p>Revision is a core writing skill that presents challenges to both
novice and expert writers. Within the context of peer review, peer
feedback has the potential to provide rich guidance for reviewing,
especially when making content-level changes. We have shown
that authors who implement more of the feedback received and who
note observations made while reviewing peer work are able to
produce higher quality writing in future assignments.</p>
    </sec>
    <sec id="sec-8">
      <title>6. ACKNOWLEDGMENTS</title>
      <p>We thank participating teachers and students. This work funded by
the Institute of Education Sciences, under grant R305A120370.</p>
    </sec>
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