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Student Assessment of Learning Gains (SALG)
http://www.flaguide.org/cat/salg/salg1.htm Elaine
Seymour, Douglas Wiese, Anne-Barrie Hunter, Bureau of Sociological
Research, CU-Boulder, Sue Daffinrud, LEAD Center, University of
Wisconsin-Madison
Why use the SALG?
The SALG instrument can spotlight those elements in
the course that best support student learning and those that need
improvement. This instrument is a powerful tool, can be easily
individualized, provides instant statistical analysis of the
results, and facilitates formative evaluation throughout a course.
Instructors feel that typical classroom evaluations offer poor
feedback, and this dissatisfaction is heightened when these
instruments are used for promotion decisions. We've found that
questions about how well instructors performed their teaching role
and about "the class overall" yield inconclusive results. We
believe all of these shortcomings are addressed with the SALG.
What is the SALG?
The SALG is a web-based instrument consisting of
statements about the degree of "gain" (on a five-point scale)
which students perceive they've made in specific aspects of the
class. Instructors can add, delete, or edit questions. The
instrument is administered on-line, and typically takes 10-15
minutes. A summary of results is instantly available in both
statistical and graphical form.
What is involved?
|
Instructor Preparation
Time: |
Time is needed to: clarify and prioritize class
learning objectives and their related activities that the
teacher wishes to be evaluated; check which existing questions
express these and which need to be edited or added. No
instructor time is needed to administer the survey, collect,
and analyze the resultant data. |
|
Preparing Your Students: |
Time should be spent explaining the nature of
the instrument to students, how to access and complete
it. |
|
Class Time: |
Instrument can be give in or out of class. It
takes 10-15 minutes to complete the sample
instrument. |
|
Disciplines: |
Appropriate for all. |
|
Class Size: |
Appropriate for all. |
|
Special Classroom/Technical
Requirements: |
Students need access to the web. |
|
ndividual or Group
Involvement: |
Normally individual, but could also be adapted
for use with small groups. |
|
Analyzing Results: |
Data analysis is performed by the program.
Instructors receive summary data, averages, and standard
deviations (by question or sub-question and cross-tabulations
for any pair of questions). |
|
Other Things to
Consider: |
To insure meaningful results, student responses
must be guaranteed anonymity. The instrument may be
administered as a final student classroom evaluation
instrument: several chemistry departments have adopted it for
this purpose. It may also be used at any point in the semester
for mid-course corrections to classroom teaching methods.
Demographic data may be included for correlation with gender,
major, or ethnicity. |
Description
The Student Assessment of their Learning Gains (SALG)
instrument is an on-line instrument (http://www.wcer.wisc.edu/salgains/instructor/SALGains.asp)
that provides information about the specific gains that students
perceive they have made in any aspects of a course that instructors
have identified as important to their learning. The sample
instrument is divided into broad aspects of the class or lab, for
example, students' perceptions of their learning gains from:
-
particular class and lab activities
-
tests, graded activities, and assignments
-
resources, e.g., the text, readings, the web
-
course innovations
Gains in the following areas are explored:
Students can also be asked to make estimates of
their learning retention and the adequacy of preparation for future
classes offered by the current class.
The sample questions in each question grouping can be
edited and augmented to reflect any set of learning objectives.
After each section, the student is invited to add
write-in comments. (In a forthcoming version of the program, a
template will be added to allow instructors to categorize and count
these additional comments by type.) Students complete the instrument
on-line, and instructors to receive a summary of results in both
statistical and graphic form.
Figure 1. Statements from the
Student Assessment of Learning Gains (SALG) Sample Instrument
(Focused on Broader Learning Issues of Interest to the Teacher).
|
Q1. How much did each of the following aspects
of the class HELP YOUR
LEARNING? |
|
|
|
NA |
Was of no help |
Helped a little |
Helped |
Helped a good deal |
Helped a great deal |
|
A. |
The class's focus on answering real world
questions |
NA |
1 |
2 |
3 |
4 |
5 |
|
B. |
How the class activities, labs, reading, and
assignments fitted together |
NA |
1 |
2 |
3 |
4 |
5 |
|
C. |
The pace at which we worked |
NA |
1 |
2 |
3 |
4 |
5 |
|
D. |
The class and lab activities |
NA |
1 |
2 |
3 |
4 |
5 |
|
1. |
class presentations (including lectures) |
NA |
1 |
2 |
3 |
4 |
5 |
|
2. |
discussions in class |
NA |
1 |
2 |
3 |
4 |
5 |
|
3. |
group work in class |
NA |
1 |
2 |
3 |
4 |
5 |
|
4. |
hands-on class activities |
NA |
1 |
2 |
3 |
4 |
5 |
|
5. |
understanding why we were doing each
activity/lab |
NA |
1 |
2 |
3 |
4 |
5 |
|
6. |
written lab instructions |
NA |
1 |
2 |
3 |
4 |
5 |
|
7. |
lab organization |
NA |
1 |
2 |
3 |
4 |
5 |
|
8. |
teamwork in labs |
NA |
1 |
2 |
3 |
4 |
5 |
|
9. |
lab reports |
NA |
1 |
2 |
3 |
4 |
5 |
|
*10. |
specific class activities (list) |
NA |
1 |
2 |
3 |
4 |
5 |
|
*11. |
specific labs/activities (list) |
NA |
1 |
2 |
3 |
4 |
5 |
|
*12. |
specific lab assignments (list) |
NA |
1 |
2 |
3 |
4 |
5 |
Assessment Purposes
Instructors can discover how much each component of
their course is seen by their students as contributing to their
learning. This allows instructors to adjust their teaching methods
to meet student learning needs more effectively. They also have a
basis upon which to discuss specific types of learning difficulty
with students. Use of the instrument (especially where it is
followed by class discussion of the results) encourages students to
reflect upon their own learning processes, and to become aware of
what (in their own behavior as well as that of the teacher) enables
or deters learning.
Limitations
Students must be guaranteed anonymity: student
identification is assigned by the program and is used only for the
purpose of checking that all members have completed the survey.
Instructors may add requests for demographic information like
gender, race/ethnicity, and major and look for correlation across
those variables. Correlation of student responses to class scores
involves additional off-line analysis. Students should be explicitly
informed if this step is taken.
Instructor Goals
-
Develop clarity about learning objectives, and their
relationship to both general and specific aspects of the class.
-
Develop and refine instruction based on student
feedback.
-
Develop awareness of learning processes in both
teacher and students (meta-cognition).
-
Suggestions for Use
-
Offering the SALG instrument at a mid-point (or any
other meaningful time) in a course allows the teacher to check
student perceptions of the efficacy of particular class features
or activities. The teacher's approach may then be amended in light
of student feedback. A full version of the instrument may be
offered at the end of the class and any changes in student
evaluations of particular class elements noted.
-
Students can complete this kind of instrument
whenever and wherever they have web access, including in the
classroom. For out-of-class completion, instructors are advised to
set a short time period for all responses to be received.
-
Students should be told that the instrument will
take about 10-15 minutes to complete. (This reflects our findings
from tests using the web-site sample instrument containing 50
items.) Teachers are advised not to leave out questions to which
they really want answers because they are concerned about the
length of the instrument. Even a long survey with 80 items will
take no more than 20 minutes.
-
The SALG instrument asks students about themselves-a
subject that retains attention longer than most others.
The authors are interested in suggestions from users
as to other types of questions or information they would like to
collect from students that would be consistent with the overall
learning gains format. The option of including gender, ethnicity,
major, year in school, and other demographic variables may be
offered in a subsequent version of the instrument.
Step-by-Step Instructions
-
Register with the SALG web-site , identifying
yourself and your course(s). Once registered, the version of the
instrument that you create is kept on file unless you choose to
delete it.
-
Translate the content, pedagogical approach, and
activities of your class into learning objectives for your
students. If this is an unfamiliar process, use the sample
instrument as a guide. The steps for modifying the instrument to
fit your class needs are laid out in the site itself. Borrow and
adapt items that square with your objectives, and add any missing
objectives that are important to you. For each item, bear in mind
that you are trying to get a student assessment of their personal
learning gains for each kind of class activity that you deem
important.
-
Beware of changing the exclusive emphasis of the
instrument on student "gains." (For example, do not add items that
ask students what they "liked" about your class.) There is one
sample question about learning gains in the class overall. If you
add other summary questions, tie them to gains in specific groups
of class activities. The user will find some restrictions on the
modification of sample question language in order to preserve the
integrity of the instrument. Users cannot modify instrument scales
for the same reason.
-
Users have the option of adding text boxes for
students' typed-in comments at the end of particular questions and
questions sub-sets, as well as at the end of the instrument. The
SALG authors are considering ways to help users analyze the nature
of students' typed-in comments and to obtain frequencies for
comments of different types.
-
Once you have modified the sample to meet your
learning objectives, ask a colleague, your T.A.s, and/or a group
of undergraduates to read the instrument to ensure that the
questions are clear, unambiguous, and do not contain questions
that ask about more than one thing.
-
The site shows users how to assign identification
numbers to students as a way to protect the anonymity of students.
As with all on-line instruments, there is no way to completely
protect the students' identity, and instructors are asked to act
"in good faith" and assure their students that their responses
will be treated thus.
-
If students are not to complete the instrument in
class, set a completion deadline--a few days is best for a good
response rate.
-
The site explains how to inform students of the
steps involved in completing the instrument: draw this to their
attention.
Emphasize the usefulness of the information the
students offer for your teaching, and the seriousness with which
their responses and additional comments are taken. (Our research
finds a high degree of student cynicism about the value of their
feedback to instructors.)
Analysis
-
Once the students have completed the SALG instrument
, the instructor can check how many students responded and can
view the raw or untabulated data. The instructor can see which IDs
show responses--which is helpful if the instructor has assigned
credit for completion.
-
The instructor can select averages, distribution
tables, and cross-tabulation as well as the raw text and numerical
data. The scale chosen for the instrument is not a true Likert
scale that has a neutral mid-point with two options above and
below it. The authors wished to give students the option to
distinguish between four possible levels of "gain" from "very
little" to "a great deal," as well as a "no gains" and a "not
applicable" option. Thus, instructors may regard averages on
particular questions that are above 3.0 as "positive," and
averages close to 4 or above as indicating a "good" or "very good"
level of perceived student gain.
-
As in our tests of the instrument, instructors may
find that averages for Question K (estimates of learning gains
from "the way this class was taught overall") do not match the
average for the total of all individual items. We have some doubts
about the utility of questions asking for overall evaluations, but
retained this question because it is popular with instructors,
their departments, or institutions.
-
Instructors can save the versions of the SALG
instrument that they have created, can offer them as samples for
other instructors to use, can delete their own students'
responses, and can, if they wish, delete their instruments.
The authors are considering the addition of other
questions to the sample instrument, of additions to the statistical
package, and a template for the classification/coding of additional
typed-in student responses. User feedback on these and other issues
are encouraged.
Pros and Cons
-
Students are accustomed to multiple choice
instruments so the experience is familiar and comfortable. They
seem very willing to complete on-line instruments and the response
rates are, typically, high.
-
Even reticent students are usually comfortable
expressing their ideas in this format, and students are generally
pleased that the instructor is interested.
-
Instructors can quickly gain information about
students' perceptions of what they are gaining/have gained from
aspects of the class that their teachers consider important, and
can do this more than once during the semester/term. The
information thus gathered allows the instructor to make
adjustments to their pedagogy in order to increase student gains
in particular areas, and gives them a basis for discussion of
issues that have arisen with their students and/or teaching
assistants.
-
Survey findings are expressed in easily understood
averages and distribution tables as well as raw scores and
typed-in comments.
-
The act of completing the instrument can promote
reflection, increase students' self-awareness of their learning
processes, and reassure them that their instructor is concerned to
know how well they are learning.
A fall 1999 faculty tester (in psychology) offered the
following comment: "Overall, I think I'm getting a greater volume of
analytic, honest, and potentially valuable feedback with this
instrument than with any other I've used. I suspect it's partly the
medium, and partly the high percentage of tailor-made
questions."
However:
-
Instructors may discover that their students'
estimates of how well any aspect of the class enables learning
is quite different from their own assessment of how the class is
going. They are then faced with the choice of changing some
aspect of the class, discussing their methods with the students,
or following through with the teaching methods and course
content they have chosen.
-
Preserving anonymity is difficult with an on-line
instrument, even with the system of ID assignment offered by
this site. Fidelity on the part of the instructor, and trust by
the students that anonymity assurances will not be breached, are
necessary if student responses are to be candid, and, thus,
optimally useful.
-
There is some imprecision in the scales such that
instructors will have to decide at what average score level they
can regard student feedback as "positive." This may best be
resolved by discussing with students what score indicates a
sense of satisfaction with their own level of learning gain.
These may vary by school, class, student population, etc.
Theory and Research
Research has found that effective teachers share
several characteristics (Angelo & Cross, 1993; Davis, 1993;
Reynolds, 1992; Murray, 1991; Shulman, 1990). Two of these
characteristics are relevant with respect to this type of
instrument:
-
Effective teachers use frequent assessment and
feedback to regularly evaluate what they do in the classroom and
whether their students are really learning.
-
Effective teachers try to anticipate the concepts
that will be difficult for their students and to develop teaching
strategies that present these concepts in ways that make them more
accessible. This requires becoming familiar with students'
preparation, knowledge, and abilities, and adjusting teaching
strategies to maximize gains in their students' learning.
There is substantial research which concludes that
administering classroom instruments based on student perceptions of
the efficacy of particular teaching methods can be both valid and
reliable (Hinton, 1993). The SALG instrument discussed here is one
method for obtaining information of direct utility to the classroom
teacher about class content, teaching strategies (and the approach
in which they are grounded), student activities, testing and grading
procedures, materials and resources, organization, pacing, or
workload. This information can be used to adjust aspect of any class
so as to increase student learning. It can increase the awareness of
learning processes in both teacher and students, and form the basis
for discussions between teachers and their students, teaching
assistants, and colleagues about methods that increase learning.
The instrument has its origins both in a need
expressed by instructor classroom innovators and in the evaluation
findings from a five-year multi-institution initiative to improve
learning in undergraduate chemistry by the use of "modular"
teaching. As with other instructors implementing classroom changes,
modular chemistry instructors seek new forms of assessment that
better reflect their revised learning objectives and pedagogy. These
include more appropriate and accurate tests of student learning, and
more precise feedback from students on the value to their learning
of different aspects of the class.
The basis for a useful form of student feedback to
instructors (and their departments) emerged from findings from a
student interview study that formed part of the formative evaluation
of the modular chemistry consortia. Three hundred and forty-four
students were interviewed in a matched sample of modular and more
traditionally-taught introductory chemistry classes at eight
participating institutions. The sample was chosen so as to represent
the range of different institutions across the two consortia. They
were: two research universities, three liberal arts colleges, one
community college, one state comprehensive university, and one
Historically Black college. (Two more community colleges and one
research university were added to the sample later).
The focus group interviews were tape-recorded,
transcribed verbatim, and the text files entered into a computer
program to assist with the analysis. Student observations were of
three types: answers to interviewers' questions, spontaneous
observations, and agreements with observations made by other focus
group members. There were 12,993 discrete comments of all three
types. We analyzed these data in two ways-in terms of student
assessment of (1) instructor performance as teachers and (2) their
own learning gains. In these analyses, we discovered that although
students gave positive or negative ratings to specific aspects of
the class or of their teacher's classroom performance (e.g., the
quality of the teacher's lectures and demonstrations, or the
fairness of their tests), the grand totals for all students'
observations on how well instructors performed their teaching role
were (for both the modular and the comparative classes) broadly 50
percent positive, and 50 percent negative. Thus neither group of
instructors got a clear picture of the overall utility of their
classroom work when students offered judgments of their performance
as professional teachers. This is, arguably, because students lack
the knowledge or experience to make such judgments. This finding
reflects the common instructor experience that asking students what
they "liked" or "valued" about their classes, or how they evaluated
their teacher's work (often without offering any criteria for these
judgements), tells the teacher little about what students gained
from their class.
By contrast, in both the modular and comparative
classes, students gave clear indications about what they themselves
had "gained" from specific aspects of their classes. When all
specifically gain-related student observations were totaled and
divided into three types-positive (things gained), negative (things
not gained), and mixed reviews (qualified assessments of gains), 55
percent of the observations were positive (for both types of class),
33 percent (modular) and 32 percent (comparative) were negative, and
11 percent (modular) and 13 percent (comparative) were "mixed." The
strong similarity between the student learning gains evaluation
totals for the modular and comparative classes (though not for
particular items) is likely to reflect the early stage of
development of the modules and the teachers' limited experience in
using them at the time of these interviews. The issue here, however,
is not the relative merits of modular or more traditional chemistry
teaching, but the hypothesis suggested both by our data on reasons
for instructor dissatisfaction with traditional course evaluation
instruments, and by these student interview data: that it is more
relevant and productive to ask students about what they have gained
from specific aspects of the class than about what they liked or
disliked. |