Submitted 11/15/2002
Summary
LON-CAPA is a distributed open-source Learning Content Management
and Assessment System that provides instructors with a common, scalable
platform to assist in all aspects of teaching a course, from lecture
preparation to administration of homework assignments and exams.
It also enables instructors to create educational materials and
to share such learning resources with colleagues across institutions
in a simple and efficient manner.
Long Summary
As educational institutions establish an online presence, initial
successes are often due to individual faculty members ("early
adopters" of this new technology), working long hours to develop
material more or less single-handedly. Frequently, they are leaving
behind scattered projects, which are of intrinsic value, but of
little use for the institution and far less for the larger academic
community. “Late adopters” of technology in education
might altogether refuse to venture into creating new online educational
resources, since the task of creating comprehensive material appears
overwhelming in isolation. To address these problems, a team of
faculty and staff from Michigan State University (MSU) are creating
an infrastructure to provide a course management system (CMS) and
resource sharing: the LearningOnline Network with Computer-Assisted
Personalized Approach (LON-CAPA.)
The roots of this system go back ten years, when a team of faculty
members and professionals at Michigan State University developed
a sophisticated online homework and assessment system, with a strong
focus on the sciences and mathematics. Soon other universities adopted
the system, and it was not long before an informal culture of inter-institutional
sharing of such resources developed. To formalize and thus further
these efforts, the team added digital library and learning content
management capabilities, and the ability for instructors to assemble
these resources.
Today (Fall 2002), LON-CAPA has become a distributed Learning Content
Management and Assessment System. LON-CAPA and its predecessor systems
are serving a total of 12,000 students per semester at MSU alone,
and well over 23,000 students per semester system-wide, ranging
from middle school to graduate level courses. Disciplines include
astronomy, biology, business, chemistry, civil engineering, computer
science, family and child ecology, geology, human food and nutrition,
human medicine, mathematics, medical technology, physics, and psychology.
Grants from the Sloan Foundation and from the Mellon Foundation,
as the well as the National Science Foundation, and strong support
from Michigan State University have encouraged us to pursue the
development of this enabling technology. The current leadership
team is truly cross-disciplinary: Dr. Wolfgang Bauer and Dr. Edwin
Kashy (physics), Dr. Cheryl Speier (business), Dr. Deborah Kashy
(psychology), as well as educational psychology graduate student
Helen Keefe as project manager, computer scientist Guy Albertelli
as technical director, and Dr. Gerd Kortemeyer (science and mathematics
education) as project director.
Over the coming three years, with continued support by the National
Science Foundation Information Technology Research program (NSF-ITR
#0085921), we plan to transform this system further beyond the boundaries
of MSU's campus into a dynamic online collaborative community of
faculty authors, commercial publishers, and learners. The LON-CAPA
project currently has 18 pilot user institutions, and involvement
from four major publishing companies and RedHat software. Efforts
to couple LON-CAPA with the NSF National Science Digital Library
(NSDL) project are under way.
We believe that quickly scaling up this effort while accommodating
a diverse user community is crucial to reach a critical mass of
educational content, which could transform this network into a nationally
used pool of online instructional resources. LON-CAPA provides the
infrastructure so that researchers can collect data about online
teaching and learning, as well as market dynamics in an online educational
economy. We plan to eventually develop this network into the independent
“LON-CAPA Academic Alliance,” which remains driven by
faculty and is part of the academic community, yet at the same time
involves commercial partners and contributors.
Benefits
Right from its very beginning ten years ago, the CAPA system (“Computer-Assisted
Personalized Approach”) provided personalized problems: while
the core of a given problem remains the same, different students
get different numbers, graphs, options, etc. The idea was that students
can and should work together, but not simply exchange the answers.
“LON-CAPA also allows me to assign a greater variety of problem
types, including interactive problems, or problems with a visual
component (video, etc.),” says Dr. Lars Jensen, who teaches
physics at Truckee Meadows Community College in Reno, Nevada, “-
all individualized, so that no two students get the same problem.
These features help me challenge the students in ways not possible
with traditional homework problems.”
“LON-CAPA comes with a proven most effective and powerful
system for readily creating, delivering and grading automated, individualized,
interactive, homework and learning resources of many types via the
internet,” says Dr. Ray Batchelor, who teaches chemistry at
Simon Fraser University in Vancouver, British Columbia. “With
LON-CAPA,” continues Dr. Batchelor, “in a couple of
hours, I can assemble all the homework resources for an entire course,
ready for immediate student use. This includes: appropriately enrolling
all students and instructors, assigning the dates and times at which
resources are available and homework due, and invoking the necessary
marking/grading schemes, as well as many other optionally adjustable
parameters.”
“For the instructor, LON-CAPA is a time saver. It grades my
homework assignments that I normally spend hours on each week,”
says Dr. Jensen, “[and] the students benefit from LON-CAPA
by getting immediate feedback on their homework. This allows them
to go back and re-work the set and ultimately get a better understanding
of the topic, as well as a chance to improve their score.”
But not only the students reap benefits from the immediate feedback,
as Dr. Batchelor confirms: “LON-CAPA has a wide and ever expanding
range of tools for monitoring and analyzing learner progress, and
for interacting (asynchronously) with them both individually and
collectively.”
Dr. Dennis Houk from Westshore Community College in Scottsville,
Michigan, uses LON-CAPA in his classroom: “LON-CAPA gives
me the ability to assign 10 problems during a regular physics class
session and I can then spend time with students that have trouble
solving problems.”
Time saved in routine grading of student work, as well as better
insights into the learning progress, both foster communication between
learners and educators – delegating work that a computer does
best to a computer allows humans to interact on a higher level,
even in rather unexpected ways, as Dr. Cornelius Bennhold from George
Washington University observes: "The addition of CAPA to the
instructor-student relationship removes the adversarial relationship
between me and my students with regard to turning in late homework,
partial credit and immediate feedback. Rather, the student and I
are on the same side, struggling valiantly with the immovable CAPA
beast that seemingly comes up with these tough homework problems
out of nowhere."
Writing this kind of quality highly interactive educational content
is time consuming, often beyond the capacity of a single faculty
author. “This project is most likely to build effectiveness
due to the sheer intensity of the collaborative effort,” says
Thomas Russell, author of 1999 paper "The No-Significant Difference
Phenomenon,” which summarizes 355 research reports and papers
in which no significant differences in student learning outcomes
were shown when comparing technology-assisted instruction with standard
classroom instruction. With LON-CAPA, material can be shared across
the whole network of servers, improving instructional outcomes over
traditional course development where faculty members work in isolation
on their course materials.
Over the years, the project has sponsored annual conferences and
workshops. At the 2002 LON-CAPA user conference, hosted by Florida
State University, 56 faculty members -- mostly science researchers
– from 22 institutions attended. LON-CAPA provides a catalyst
for them to discuss educational issues, for which they would not
usually have a forum.
Importance
“We are at a time when commercial and private use of information
technology threatens to both undermine and overwhelm the educational
process,” says Dr. Batchelor, “It is of vital importance
for educators to be able to effectively use IT to deliver course
content and resources, in a controlled way, to their students. LON-CAPA
brings powerful IT features and resources to the fingertips of the
average user, without compromising their intellectual independence.”
While LON-CAPA was never intended as a competitor to commercial
course management systems, we expect that today open-source systems,
including LON-CAPA, will drive – in fact, force – the
market for learning content and course management systems toward
greater innovation and openness, much as Linux had a significant
impact on the operating system market. “LON-CAPA is an outstanding,
full-featured course management system for campus courses and distance
education courses alike,” says Dr. Jensen, “I know of
no other systems of this type that is as versatile as LON-CAPA.
I have used it for 3 semesters and I am enthusiastic about it. As
an instructor, it meets my needs and it challenges me to think about
better ways to deliver my instruction.”
LON-CAPA offers an inherently academic approach to online teaching
and learning. Its sharing of resources is formed around the principle
of peer-review (through peer-adoption of resources and giving credit
to the author), and will soon further formalize this concept for
explicitly peer-reviewed subsets of the resource pool. Through its
ability to be molded and modified, as well as its extensive logging
of learner interaction, it allows instructors to conduct educational
experiments on a large scale, and to track the educational impact
of targeted interventions.
The LON-CAPA project was also recognized by IEEE and ASEE with three
best papers awards at the annual Frontiers in Education Conference
(1997, 1998, 2000), the Ben Dasher Award (1998), and the Wickenden
Award (1999).
Originality
Cross-institutional resource sharing is at the heart of LON-CAPA’s
system design: “The unique resource sharing component of LON-CAPA
is extremely valuable for instructors,” says Dr. Jenson: “It
allows instructors to easily find the best available resources for
the topic they're teaching, and to share their own materials for
others to use.” Dr. Burks Oakley II, Associate Vive President
for Academic Affairs at the University of Illinois, agrees: “[You]
really need to emphasize the LON-CAPA advantage: Identical servers
on multiple campuses, content in same format, good tools to assemble
a course out of learning objects.”
Learning objects could be simple paragraphs of text, movies, applets,
homework problems, etc. In addition to providing a distributed digital
library with mechanisms to store and catalog these resources, LON-CAPA
enables faculty to combine and sequence these resources at several
levels: An instructor from Community College A can combine a text
paragraph from University B with a movie from College C and an online
homework problem from Publisher D, to form one page. Another instructor
from High School E can take that page from Community College A and
combine it with other pages into a module, unit or chapter. Those
in turn can be combined into whole course packs. Faculty can design
their own curricula from existing and newly created resources instead
of having to buy into a complete off-the-shelf product.
The actual path through and the presentation of the learning resources
is determined by instructor-specified combinations of learner choices
and system-generated adaptations (for example, if the learner does
not pass a test, additional resources may be included). Each learner
can have an individualized curriculum according to preferences,
capabilities and skills.
LON-CAPA tracks resource usage: every time a resource gets incorporated
into a learning object of larger granularity, every time it gets
deployed in a course, and every time a learner accesses it, the
fact is recorded and added to the metadata for the resource. The
former two events constitute a form of peer-review, with the approval
being the adoption of a resource. In addition, data such as degree
of discrimination, degree of difficulty, and average number of attempts
until mastery of each resource are recorded. Instructors can use
this data to make informed decisions when selecting resources for
their courses and students.
LON-CAPA is a distributed network of servers that are linked through
the internet. The system is scalable by adding additional servers,
allows for load-balancing between the servers, and has a sophisticated
content replication mechanism to avoid bottlenecks with highly utilized
learning resources.
LON-CAPA is unique amongst course and learning content management
systems in that it is developed under the open-source GNU General
Public License. We do not expect that the Michigan State University
team of developers alone will be able to sustain the code-base of
LON-CAPA (currently around 60,000 lines of code) without input from
a broader development community. In contrast to proprietary commercial
software, the cooperative open-source community has a fast turn-around
on debugging and adaptation to new technologies (as demonstrated
by the success of the Linux operating system). We expect this model
to be successful for a system that operates in the academic community.
Already today, the LON-CAPA system has a code base comprised of
contributions from four universities, and incorporates a vast number
of available open-source tools and libraries. In addition, “because
of its GPL licensing, LON-CAPA is easily adapted to the local administrative
structure,” remarks Dr. Jensen.
Success
The ultimate measure of success for our system is whether it indeed
proves to be an effective tool in increasing educational outcomes
for students. A number of systematic studies, conducted primarily
within undergraduate physics courses, suggest that LON- CAPA can
have a pronounced impact on student learning. One study followed
an introductory calculus-based physics course from the years before
system implementation until late into its deployment. In the years
before using LON-CAPA, the final grade distribution exhibited the
traditional bell shape around a grade of 2.5, with relatively few
students receiving grades of 3.5 or 4.0. After the move to LON-CAPA,
the proportion of students earning a grade higher than 3.0 increased
dramatically. Notably, independent evaluators judged that the examinations
used in the course after deployment were more challenging than those
used in earlier years, and so the positive change in educational
outcomes can not be attributed to a lowering of standards for the
class.
Two other studies suggest that LON-CAPA may increase the participation
and success of women in the sciences. One study focused on a yearlong
physics course for non-science-majors, in which the system was used
only during the second semester. Final grades from the second semester
indicated that women were especially likely to benefit from the
system. The second study indicated that women, who began the course
significantly less well prepared than men, improved their performance
relative to men across the semester until there were no gender differences
by the final exam.
“A majority of students, typically 80%, consider that LON-CAPA
helps them learn and understand the course material,” says
Deborah Kashy. This is surprising, since the time students spend
working on assignments and other course requirements has increased
by nearly a factor of two.
Difficulty
LON-CAPA still has a small software development team, and when
it comes to making interface design decisions, the development of
the learner interface takes priority. “I feel the software
was great,” says David Muir, an undergraduate student at MSU
who just finished one semester of ‘virtual physics’
using LON-CAPA, “ The first thing I look for with new technology,
especially with computers, is if that technology is user friendly.
I was able to navigate through the material without any difficulty,
which to me is very important.” Providing the same ease of
use for instructors has been a challenge. Dr. Batchelor explains,
“LON-CAPA is and will continue to be under extensive development.
LON-CAPA is presently easily accessible to users of low or average
IT experience provided they have some computing systems support.
Students appear to assimilate the main features of the LON-CAPA
interface easily. For instructors and administrators the standard
interface presents a more significant learning curve, because of
the many new features and interesting capabilities LON-CAPA provides.”
Dr. Janet Batzli, who teaches biology at the University of Wisconsin,
underlines this point: “Although [LON-CAPA’s] potential
benefits as a distributed-network resource indexing system far outweigh
what could be achieved by an off the shelf course management system
(e.g., Blackboard, WebCT) it still needs considerable interface
development and user testing.”
Increasing LON-CAPA’s user community is crucial to both the
immediate success as well as the long-term sustainability of the
project. Started as a purely academic effort, eventually the system
will need to exhibit financial sustainability without grant support.
Making this transition without loosing the unique characteristics
of the system and without turning an academic department with research
faculty into a purely financial interest-driven service entity is
a challenge.
Unanticipated Challenges
LON-CAPA has a proven track record of using technology to challenge
the learners. A recent development has been that the learners use
technology to challenge the educators. While the personalization
feature of LON-CAPA still curbs rote copying of answers more than
any other system, students have established interactive web sites
(financed by banner adds and donations) to network with each other
in an attempt to defeat the system. Whole Excel spreadsheets are
going up in an attempt to reverse-engineer the individualization
mechanisms – one problem at a time, and featuring “52,359
homework forum messages.” These efforts in turn have moved
educators to write even more sophisticated problems, using for example
random labeling on individualized graphs. The final word on this
“technology war” has not been spoken yet, however, a
survey in which students after the end of a course were asked how
often they used the cheat site has shown that the final grade was
significantly negatively correlated to site usage.