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Feature: March 2000
Data-Driven Success: How one elementary school mined assessment data to improve instruction. By Keith Liddle

When fourth-graders at Carrie Martin Elementary School made the second highest gains on the 1998 Colorado State Assessment in reading and writing, state officials wondered how we could have achieved so much so quickly. A few privately joked that we must have cheated, but one look at the data showed our changes were serious and real.

Eighty percent of Carrie Martin students passed the state reading test, and 65 percent passed the writing test. This compared to 65 percent passing the reading test and 33 percent passing the writing test the year before. And it compares to statewide averages of 60 percent and 30 percent, respectively.

Our success is all the more remarkable because more than 25 percent of our students qualify for the free and reduced-price lunch program, and 22 percent have special education individualized education plans. (In Colorado, special education students are required to attempt the state tests. If the tests are too difficult for a student, a zero is averaged into the school's score for that student.)

How did we raise our scores so dramatically? We used our assessment program to measure everything that affected student performance. Then we changed or cut anything that didn't improve achievement.

Data-driven instruction

Carrie Martin is one of 18 elementary schools in the Thompson School District, a primarily rural district of 14,325 students in northern Colorado. Frustrated with the limited information that standardized tests gave us, district officials began using Northwest Evaluation Association (NWEA) achievement-level tests 10 years ago, but we didn't get serious about "data-driven instruction" until four years ago. That's when we started relying on pre-assessment and state content standards to identify student needs and learning styles, then using that information to plan and implement teaching strategies appropriate for each child.

Pivotal to our assessment program are the NWEA achievement-level tests, which have been custom-designed to align with our curriculum and to predict how students will do on the state tests. We used the data from the NWEA tests to measure student progress and the effects of changes in the curriculum. The data also allowed us to predict performance on the state tests, to encourage students to do better, and to point out specific areas where they need to work harder.

Even before we began using NWEA tests, we realized we had been focusing too much on middle or average students. If we were going to challenge all of our students appropriately, we needed to raise our benchmarks and stop "teaching to the middle."

We now try to teach each child at his or her own achievement level. To measure how we're doing, we test children at their achievement level -- which isn't necessarily their grade level. An advanced fourth-grader might take achievement tests at the sixth-grade level, while a classmate might be tested at the third-grade level.

NWEA helped us set up this system by sending representatives to meet with a group of teachers from our district. Together, they drew from NWEA's bank of 15,000 field-tested items to develop math and reading tests that aligned with our curriculum. NWEA helped us develop short assessments, called locator tests or placement tests, to determine at what level each student should be tested.

Charting individual students' growth on achievement-level tests allows us to focus on each student's needs and progress. Most students take pencil-and-paper tests in the fall and spring. At-risk students -- including those who score below the benchmark in the fall -- also take a computerized version of the tests as a mid-year assessment. Most students show progress after the fall test, and they can't wait to tell their parents and teachers about their success. The mid-year test provides the positive feedback these kids need, and most are never at risk again.

The achievement-level tests also help us challenge our more advanced students. For example, when last year's fifth-grade students broke the previous school record on NWEA math scores in 10 years, we told them, "We think you can do better." We raised the bar as high as we could, challenging some students to take tests at the highest level. Our students rose to the challenge: Twenty scored above the eighth-grade benchmarks, 17 scored above the seventh-grade benchmarks, and the majority of our special education students scored at or above the fifth- and sixth-grade benchmarks.

Crunching the numbers

NWEA provides ongoing help with test administration, scoring, and data interpretation, which helps us use the test data appropriately to improve learning. Data are collected and analyzed for the whole district, for specific schools, for different grade levels, and for each student.

Detailed test data for each student -- showing the student's test scores and how they compare to what's expected -- are used during parent-teacher conferences. For every single student, we set goals that include what the parents will do, what the student will do, and what the teacher will do. If a student is below the benchmark, the student, the parent, and the teacher develop a personal education plan. Together, they review state assessment scores, achievement-level test scores, classroom activities, and a variety of other factors. Then they decide on a plan that might include tutoring, summer school, or other actions to help the student succeed.

Data from the achievement-level tests also enable us to provide accountability information to our broader school community. Every year, we compile a school profile and an annual report for the district, the state, and our accountability committee. This report includes an action plan, an outline of our goals, and a report on our measured growth. Among other things, it also includes graphs of our test scores, along with breakouts of the data, such as how girls scored versus boys.

Members of the accountability committee -- which includes staff, parents, student council members, and community representatives -- use these results to evaluate what's working and to recommend changes. The committee also uses the information to develop surveys that are sent to parents and teachers for more input.

We analyze the information gathered from these surveys to make changes at the classroom level. Based on our survey results, teachers determined what fifth-graders needed to exit our elementary school. We worked backward, so each grade level was a stepping stone to the exit requirements. For example, we changed our spelling practices to improve daily writing. Each grade level was given about 20 words that are considered "no-excuse words." The weekly spelling test was no longer the only criterion for the spelling grade; if a no-excuse word was misspelled in a writing assignment, the student's spelling grade could slip from an "A" to a "C" or lower. The no-excuse words are cumulative, so students must be able to spell words required in previous grades, as well as their own. Once students understood the importance of the no-excuse words, most learned them well.

Making time for tests

No change comes without problems. Initially, some teachers thought the achievement-level tests were just another assessment -- and a big waste of time. Many said, "We're not going to have time to teach if we have to administer all these assessments."

To address these concerns, the district's assessment director and NWEA representatives explained how achievement-level tests are different -- how they would show students' progress over time. We would be able to see whether our students progressed as much in grade five, for instance, as they did in grades three or four.

Hearing this caused some additional anxiety among teachers, who feared they would receive poor evaluations if their students didn't progress. However, as teachers implemented the tests and saw for themselves how information from the tests could be used to improve student learning, the teachers became less fearful.

Still, there's no denying the fact that the achievement-level tests -- two one-hour sessions in the fall and another two in the spring -- do take some time away from other activities.

To make time for the tests (and academics), we have made some sacrifices. For example, we rarely schedule schoolwide assemblies or activities that pull students out of the regular classroom and away from core curriculum. Instead, we focus on what we need to teach to meet our goals. It turns out that this has not been much of a hardship. Our surveys show that students, parents, and teachers all want to stay focused on academics.

We decided to give up something else last year -- the Iowa Test of Basic Skills. Initially, the school board thought we needed the Iowa test to measure how schools were doing. But as board members saw how rich the achievement-level test data could be, they realized that we didn't need the Iowa test and that the time would be better spent working on areas identified by the NWEA tests.

Teachers weren't the only ones who were nervous about the tests. Some parents and students also worried, especially when they realized that the district tied these test results to high school graduation requirements. We addressed this concern by educating parents about the tests and the data when their children enter third grade. Most parents are amazed to see that we can predict as early as third grade whether their child is on track for high school graduation. While this idea scares some parents at first, it also prompts them to help their child grow academically.

We try to limit anxiety during testing times. We reassure the students that there's no time limit; we just want to see how much they've grown since the last test. Students who have had experience with these achievement-level tests typically look forward to each testing time. They want to be able to prove what they've learned and what they know.

Overall, the test administration is not as grueling for a child as other tests can be. A student can usually complete a test in 45 to 60 minutes. Because reading and math tests are given on separate days, testing takes two days. Contrast this to the six days of state testing that leave students mentally and emotionally drained.

Beyond testing

Of course, no single test can guarantee success. But we've used the achievement-level test results to work with our entire school community -- students, parents, classroom teachers, district administrators, and others -- to measure the effects of different strategies.

By measuring before-and-after test results, for instance, we found that a strict discipline program, coupled with incentives, led to higher student achievement. Students who come to class ill-prepared, for example, or who talk without raising their hands or don't stay on task, get a check. Students who have fewer than three checks each quarter are rewarded through recognition, additional recess time, and other bonuses.

Test scores also improved after we increased homework for all students -- even for kindergartners. Every night, our students are expected to write a paragraph and read for 30 minutes. Homework also includes activities such as going to the grocery store to estimate how much selected items will cost and to compare that estimate to the total.

As these activities increased parent involvement, parents have requested guidance in monitoring their children's efforts. So we developed a system in which teachers send home a weekly sheet that tells what each child is doing, gives a status on assignments, and notes any problems, discipline or otherwise. Parents don't have to wait until the end of the quarter to know how their child is doing.

Achievement-level testing allows us to measure the success of every initiative. These tests keep us on track and allow us to create higher standards for our students. And, we've found, when you have higher standards, students rise to meet them.

Keith Liddle is principal of the Carrie Martin Elementary School in Loveland, Colo.

(Editor's Note: For a discussion of the technology of data mining, see "Smart Data: Mining the School District Data Warehouse," September 1999.)

Computerized Testing: By Allan Olson

Assessment experts are just beginning to tap the potential for achievement-level testing. The next step is to leave paper and pencil behind and move on to computerized adaptive tests that measure each individual student's achievement in less time and with more reliability than anything we've seen so far.

The Northwest Evaluation Association (NWEA), a nonprofit assessment organization that serves more than 300 member school districts around the country, is in the final stages of developing an Internet-enabled assessment system that adapts questions to the performance of each student. When a student answers questions correctly, the questions become more and more difficult; incorrect answers lead to easier questions.

The idea is to help students avoid the frustration caused by too-difficult questions or the boredom resulting from questions that are too easy. These tests can be shorter -- and take less class time -- while still providing a highly reliable estimate of each student's achievement level. Research shows that scores from an adaptive test are as valid as those from a traditional test of twice the length.

As with NWEA's paper-and-pencil achievement-level tests, the computerized tests can be customized according to a school district's curriculum and state standards. Each test draws from a large, calibrated pool of questions that vary according to each student's answers. No test items will be repeated for a student who takes the test more than once.

These adaptive tests can be designed for both PC-based and Mac-based networks, which enables schools to give tests to whole classes of students and transmit results for scoring and analysis. Typically, these computerized adaptive tests cost less to administer than conventional standardized tests and eliminate the cost of test booklets and materials handling. Because test administrators can connect to a testing service and download appropriate testing information for each student as needed, tests can be kept secure.

The new computerized system, now being tested in five school districts, will soon be available nationwide. For more information, check out NWEA's web site.

Allan Olson is executive director of the Northwest Evaluation Association, a nonprofit assessment organization in Portland, Ore., that serves more than 300 school districts nationwide.

Reproduced with permission from the March 2000 issue of Electronic School. Copyright © 2000, National School Boards Association. Electronic School is an editorially independent publication of the National School Boards Association. Opinions expressed by this magazine or any of its authors do not necessarily reflect positions of the National School Boards Association. This article may be printed out and photocopied for individual or educational use, provided this copyright notice appears on each copy. This article may not be otherwise transmitted or reproduced in print or electronic form without the consent of the Publisher. For more information, call (703) 838-6739.

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