Monday, March 2, 2009

Session 8- Data Driven Decision Making

One of the areas our school, and our district, excel is in the use of data to drive decision making. We have used Accelerated Reader to maintain a treasure-trove of data about students reading. The data from AR has been used in many positive ways. Students can keep track of their own data, and determine which books to read, what level of books to pursue, genres of book enjoyed, and students can be rewarded for their reading with prizes, contests, privileges, entertainment and grades. Teachers at my school use the data from AR to create reading groups, literature circles, incentive programs, homework tracking, and to give another data piece in the literacy puzzle of each of their students. Administration has been able to use AR data to direct spending to library replacement of books, reading program support, and to justify after school library hours and summer reading programs. What makes AR such a positive way of obtaining and using data in the classroom? First, their are multitudes of ways data can be displayed and disseminated, from student friendly printouts to web-based dashboards, to detailed item analysis to in-depth reading ability evaluations. Second, AR is relatively easy to use, and students can be trained quickly and effectively to use the program. The program can also be used at home, school and at public libraries throughout the city. Third, The data that is collected can be mined easily by teachers, staff and parents to compare, contrast and confirm progress over time.

Leadership, at least at our site level, is what made this program so successful at my school. The temptation to use the program as a stick, instead of a carrot, was avoided from the very beginning, and the program was pushed to be used as it was designed- as a reading incentive program. Buy-in was gradual, and required use in all classrooms was a five year process. Rewards and incentives were the primary way the program was implemented, for both students and teachers, and early use was rewarded and successful use was demonstrated. Clear expectations of use was expressed by year 5, so that when it was a required part of our school's technological infrastructure, it was clear how it was to be used.

Although we have been successful at my school in using data driven decision making, utilizing other programs besides AR (Data Director, SASSI, On-line report cards, PearsonSuccessNet, etc), there are real concerns about using data driven decision making. One such concern is that although we have many pools of data from which to gather information, are we ignoring the areas in the curriculum that have few if any data resources? Do we simply wish away those areas? I find that areas such as art, music, PE, and especially history and science, are tossed aside curricularly and instructionally because we have no data mandates for these subjects. If we don't test it, or collect data for it, it often just does not exist in our classrooms anymore. Just because we can not quantify art, or because we do not test for science or social studies, does this mean that they are any less important than grammar? Second, we tend to value the data that is easiest to get, and ignore the more complex, and more educationally relevant, data. For example, we look at grammar and mechanics in writing far more than the student's actual ability to communicate, simply because this data is so much easier to obtain through multiple choice tests. Looking at student writing, scoring on a rubric, and imputing those scores takes time, and it is often hard to compare scores over time and across grades. So, we concentrate more and more time on teaching to the multiple choice test, and ignore the actual task that the test is supposed to prepare students for- writing. We are even taking time to teach kids how to choose the best sentence in a choice of sentences presented, not because this is good teaching, or will make them better writers in anyway, but because this form of writing assessment is on the state test.

Leadership is key. When leaders demand high quality assessments that actually get at what students can and can not do, we create assessment programs that actually test what kids know. When leadership is more interested in speed, continuity and cost, then we get multiple choice tests that assess only what their limited design allows them to assess, and all other knowledge, skill and student ability is ignored. As we lurch forward in our toddler-like way with the new world of assessment technology, it will be bold, insightful and knowledgeable leaders who will make the difference in whether assessments are either meaningful or simply mandatory.

6 comments:

  1. I keep forgetting about AR as being a data driven program, I would like to think it's because I'm not using it at the moment. So my long answer to this question focused on other more traditional types of testing like DSAT's and state testing. Yet like at your site, we are using AR too. Plus individual teachers access their own test scores and re-teach when necessary. I agree with you that it can lead to too much time being spent on multiple choice type of mentality because there just isn't enough time in the day to do it all.

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  2. It does seem like art, music, PE, history and science seemed to be ignore and time and energy is focused in Math and English. In some school districts, students who are performing below basic are not permitted to take electives; instead, they must take supplemental courses in math and/or reading.

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  3. It is interesting that you brought up the point about everything other than English and Math is pretty much ignored because gathering data on these other areas is much more difficult and time consuming. At my site, students who are performing below basic or far below basic are extremely limited in the electives they can take (and by that I mean they cant take electives..) This concerns me greatly because as we all learned in our intro to education classes we all learn differently and have different strengths. Who is to say that the only strengths we should focus on are the ones that the state tests and the district wants data on? What about how much other programs contribute to the successful mastery of the English and Math?

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  4. I agree that AR is a great program and is a God-sent to all teachers. It helps the teachers with assessment, as well as motivating students by giving them notices of progress and showing them their reading progress each step of the way. I also agree with you about how they have some data collection processes for some subjects, but others do get left out of the collection such as science and history. I never thought about that until I read your blog. I know of many programs that collect data on a student's reading and even their math, but no other subject. It might be the fact that those are the two most tested subjects and the rest are thrown on the sidelines. One thing I did think about is on the program I use call KidBiz3000, they throw current events and history into articles for the students to learn about. They also throw alittle of the other subjects in there. It small and I think there should be more Data collection programs for the other subjects.
    Thanks

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  5. Hello Chris,
    I can't agree with you more in regard to the testing of art and music. State officials do not want to admit, but if they thought these subjects were important they would develop the test for them and continue to make a concerted push until it happens. The reason we may value the easy data is because the state has put the focus on it. It may not be the teacher's choice, but the demands and pressure from the state has taken our focus off the more complex data.
    Debra

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  6. You make a good point about data driven decision making. Using data negatively can have adverse effect just as much as a lack of data. I completely agree with you regarding those curricular areas that are often tossed aside. Unless there is no hard data collection tied to them, they are often overlooked or regarded as unimportant to teachers and administrators. We forget too quickly that these curricular areas are just as important in shaping a student, as is core areas like language arts and math.

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