The Dangers of Data in Education, Learner Profiles: The Good and The Bad
Academic tracking is the process of separating the highest achieving students and creating a tier system for classes based on students' aptitude in each subject. If classes in your high school were split up into honors, college prep, and general education segments, you grew up learning in this environment. Tracking itself is a controversial subject, with many calling it out as de facto segregation and saying that it negatively affects black and latino students. Whether or not this is true, is the subject of much debate. That said, tracking does disproportionately benefit the children who are high academic achievers, as resources are often diverted to AP and honors courses rather than their gen-ed counterparts.
The inclusion of data to help this tracking system operate, can be viewed either positively or negatively. It depends on your level of optimism. On the one hand, the use of data and individualized teaching practices could lead to the dissolution of tracking altogether, since it would be much easier to help struggling students reach their academic potential. On the other hand is... well, reality. Unfortunately, when theory turns to practice, students aren't all at the same level. They aren't all blank slates that can learn at the same rate. The problem presented by data-collection, particularly if it's coupled with an academic tracking system, is rigidity. With the use of learner profiles, it's possible to breakdown precisely, to the percentage point, what constitutes an honors student. How does this work for courses like English which are largely based on subjective essay grades? On top of this, data doesn't do a particularly good job of showing effort or desire to learn, both of which are integral to an honors environment. Too strong an emphasis on test scores and learner profiles could potentially take away from the human aspects of the teacher/student relationship.
Another prevalent issue regarding data collection is its permanence, as well as the legal precedence set by allowing schools to maintain databases on their students. Many parents are uncomfortable with the idea that their children's school might be keeping a personal file on them. From 2012 to 2014, there was actually a grassroots movement dedicated to fighting against project called InBloom, which aimed to profit from the release of student data. The idea was that no one other than students and educators should be allowed to access those records and that InBloom's mission was directly violating students' rights to privacy. Data shared within a school system can be dangerous because of its ability to shape teachers' opinions about students before they meet. If that data were given to the outside world, say to potential employers, it could be devastating for students trying to get jobs out of highschool. Not to mention the field day that advertisers and marketers would have if they were given access to students' personal data.
The question then remains; if there's a constant threat of dissemination and the advantages to data collection-while promising- aren't yet solidified, why do it? Even with hundreds of companies pledging to protect student privacy, the risk involved seems to significantly outweigh the reward. Many advocates of data collection argue that skeptics are allowing their fear to get the better of them, to the detriment of our public schools. But doesn't it make sense to be skeptical of a scenario in which educators can afford to collect data on students but school systems can't afford books and pencils? Data collection remains an interesting proposition, specifically with regard to personalized education, but until specific legislation is drawn up to combat potential abuse, it seems a bit too risky. It's not necessarily a luddite position to argue for the ability to measure student progress as an essential part of teaching. At the end of the day educators, not a collection of data points, are responsible for whether or not students succeed.
Matt Clibanoff is a writer and editor based in New York City who covers music, politics, sports and pop culture. His editorial work can be found in Inked Magazine, Pop Dust, The Liberty Project, and All Things Go. His fiction has been published in Forth Magazine. -- Find Matt at his website and on Twitter: @mattclibanoff
