Archives for category: Data and Data Mining

Governor Andrew Cuomo appointed a panel to study the state’s botched implementation of the Common Core standards and tests.

In its report, the panel recommended that the state halt its relationship with inBloom, the data collection project created by the Gates Foundation and Carnegie Cotporation at a cost of $100 million. It would have collected confidential and personally identifiable data about every child and stored it on an electronic cloud created by Rupert Murdoch’s Wireless Generation and managed by amazon.com, with no certainty that hacking would not happen.

The US Department of Education loosened regulations governing student privacy in 2011 in the FERPA law to make inBloom and other data mining projects possible.

Parents have loudly opposed such invasion of their children’s privacy.

The committee concluded that the issue distracted from the important task of implementing CCSS.

Julia Sass Rubin here analyzes “school report cards” in New Jersey.

This analysis was published last year but is as valid now as it was last May.

Rubin writes:

“Comparing schools to those with similar demographics is a good idea that highlights that students’ personal characteristics play a bigger role in determining their academic outcomes than anything that happens to them in-school. And what could be bad about giving parents and educators more information?

“Unfortunately, rather than providing useful data, the new reports undercut New Jersey’s excellent public schools. The reports also create incentives for districts to manage to the new standards through policies that produce higher rankings but may not meet students’ needs.

“There are four types of problems with the new school reports: artificially created competition, poorly designed comparison groups, arbitrary category definitions, and inaccurate data.”

She then describes the errors inherent in each of these measures. They are as misleading as the A-F report cards, which are often based on the same metrics.

I don’t know about you, but I’m getting sick of the unending efforts to find a scale that can quantify children, teachers, schools. I much prefer a complex qualitative report that helps me understands needs and strengths and that leads to improvement, not punishments.

Surly all those statisticians can find something useful to do in industry or agriculture or public health. Big Data has its limits. The more we learn about how it distorts values and degrades education as it should be, the less it is needed to measure children and the quality of learning.

An earlier post this morning offered advice about how to read reports about charter school data. A commenter complained that the data in the post specifically referring to Eva Moskowitz’s Success Academy was incomplete and therefore misleading.I asked the author of the post, who works at the headquarters of the Néw York City Department of Education, to respond. The author worked at Tweed during the Bloomberg era.

Here is the response:

“Success Academy’s Numbers

******
“Let’s start by saying that all analysis of Success Academy is difficult because they refuse to be transparent with their data. When the New York State Comptroller attempted to audit Success Academy’s use of public money, Success Academy sued to prevent the audit. And Success Academy is, believe it or not, even less transparent with the data that would answer the questions in How to Analyze False Claims about Charter Schools. Every citizen should encourage Success Academy to openly share their data with the New York City Independent Budget Office or the New York City Comptroller’s Office so that a full evaluation of their numbers can be done.

“What do we know? We know that other analyses have found a similar result as the one shared in the essay. Very few of the Success Academy schools have been around long enough to establish a record. The ones that have show very, very, very high attrition rates.

One such analysis found “at Success, the pattern is similar, if not more stark. Not only do its classes contain disproportionately few students with disabilities and English language learners (ELLs), but their numbers almost invariably decrease with each passing year. This should have no uncertain effect on test scores. Clearly, the ranks of students with disabilities consistently dwindle. The pattern for students learning English is less consistent but equally egregious. In the first two years of available data, there were hardly any ELLs. In 2010 Success suddenly came up with a nearly representative portion of these students, but their numbers more than halved by the next year. (2012-13 data isn’t yet disaggregated by student demographic.)”

Insideschools reported that “according to figures on the school’s New York State Report Card, 83 students entered kindergarten in 2006-07, the school’s first year of operation. When that class reached 4th grade in 2010-11, it had only 53 students — a drop of 36 percent. Harlem Success also took in a 1st grade class with 73 students in 2006. When that group reached 5th grade, it too had shrunk appreciably — by 36 percent. The attrition accelerated as the classes advanced. The 2006-07 1st grade class, for example, did not shrink at all as it entered 2nd grade, but saw one sharp falloff between 2nd and 3rd and another between 4th and 5th.”

Yet another analysis found something similar “So the next thing I looked at was their student attrition. If they ‘lost’ many students, these scores are tainted. Now there is only one Success school that has been around since 2007. That school started with 83 kindergarteners and 73 first graders. Those cohorts just tested in 6th and 7th grade, respectively. The school has ‘lost’ a big chunk of those original 156 kids. Of those 73 first graders in 2007, only 35 took the seventh grade test. Of the 83 kindergarteners, only 47 took the sixth grade test last spring. Overall, they have ‘lost’ 47% of the original two cohorts. If this is one of the costs of having such high test scores, I’m not sure if it is worth it.”

“Success Academy rather uniquely tends to open elementary schools that only serve grades K-3 or K-4. This suggests that their attrition rate is high enough that it becomes necessary to combine multiple feeder elementary schools into a single middle school by 5th (or even 4th grade). It has been noted “it may be significant that the bulk of the attrition at Harlem Success Academy 1 seems to have come in the tested grades.”

“The essay analyzed the attrition rate at Success Academy using a different data set, namely the –testing cohort data. This may do a better job of accounting for Success Academy’s approach of holding many students back a grade level which creates a 3rd grade bulge as those students don’t move on to 4th grade. As clearly stated in the essay this method assumes that the size of each entering class is relatively stable from year to year, as they tend to be in the established Success Academy schools. The results are similar to those of other approaches which find attrition rates approaching or exceeding 50% by the end of middle school.

“Success Academy, more specifically Eva Moscowitz, is at a crossroads—they can choose to cancel school, to protest, to walk over bridges, to travel to Albany, to buy TV ads. Or they can choose to be transparent and open and conduct an honest conversation about education, equity and access for all children.”

This letter from a teacher in Chicago public schools shows how gaming the system has become more important than helping each and every child achieve their best.

Data matter more than students.

Data matter more than learning.

Numbers trump education and equity.

The advice: focus on the kids closest to passing. Forget those at the top and the bottom: They don’t matter.

Here is the message:

 

Today we had a grade level meeting about the NWEA scores for the fourth grade students at my school. We teachers were all given printouts of our students’ most recent scores: RIT bands, percentiles, the whole shebang.

Then we were instructed to highlight the students in our classes who had scored between the 37th and 50th percentile. These students, the admin informed us, are the most important students in the class; they are the ones most likely to reach the 51st percentile when students take the NWEA again in May.

Making the 51st percentile is VERY important to CPS, and thus to principals, literacy coordinators, test specialists and teachers-who-don’t-want-to-lose-their-jobs.

It might not be important to individual students, their parents or anyone else, but it is life or death in Chicago Public Schools.

We nodded, wide-eyed. These students, our guide continued, should be your primary focus. Make sure they get whatever they need to bring them up to that percentile. Sign them up for any and all academic programs, meet with them daily in small groups, give them extra homework, have them work with available tutors…whatever it takes.

What about the kids at the very bottom, one teacher wondered, the kids under the 20th percentile…shouldn’t they be offered more support too? The admin squirmed a bit. Well, they don’t really have any chance of hitting the goal, so for right now, no. There was silence.

 

Left unsaid was what might, could, will happen to any school that does NOT have enough students meet that magic number. No one really needs to say it. We all saw the 50 schools that got closed down last year. We see the charters multiplying around us. We’ve also seen the steady stream of displaced teachers come through our school doors as substitutes. We know that we could be next.

Peter Greene here rages against data walls, until he realizes that everyone should be subject to the se public shaming so they too can feel humiliated and outraged.

He writes;

“Suddenly I get it. Data walls aren’t just an indefensible abuse of children. They aren’t just a way to make school a bit more hostile and unpleasant, a way to shame and bully the most fragile members of our society. They’re also a way to acclimate children to a brave new world where inBloom et al track their data from cradle to grave and make it available to all sorts of folks. Where privacy is a commodity that only the rich can afford.

“Data walls are deeply and profoundly wrong. There is no excusable reason on God’s Green Earth for them to exist. They may represent a small battle in the larger reformy stuff war, but they are a direct assault on our students, and they should stop, now, today.”

This is a horrifying story about educational policy gone mad, gone cruel, gone inhumane.

Ethan Rediske, an 11-year-old boy, died in hospice in Florida last Friday.

Before he died, his plight gained national attention.

Valerie Strauss wrote about him, and so did Laura Clawson in the Daily Kos.

Ethan was blind and had brain damage and cerebral palsy.

As he lay dying in hospice, the state demanded written documentation to prove that he should not be required to take the FCAT (Florida Comprehensive Assessment Test).

Surely, the state knew his condition. But the state could not rest content. They needed proof before allowing this child to skip the state test.

He had a teacher who came to his room each day, but he obviously could not take the FCAT.

His mother publicized this absurd, heartless, and cruel situation.

Without documentation, Ethan’s teacher will be penalized because he didn’t take the test.

A few days ago, Ethan’s mother wrote:

Ethan is dying. He has been in hospice care for the past month. We are in the last days of his life. His loving and dedicated teacher, Jennifer Rose has been visiting him every day, bringing some love, peace, and light into these last days. How do we know that he knows that she is there? Because he opens his eyes and gives her a little smile. He is content and comforted after she leaves.

Jennifer is the greatest example of what a dedicated teacher should be. About a week ago, Jennifer hesitantly told me that the district required a medical update for continuation of the med waiver for the adapted FCAT. Apparently, my communication through her that he was in hospice wasn’t enough: they required a letter from the hospice company to say that he was dying. Every day that she comes to visit, she is required to do paperwork to document his “progress.” Seriously? Why is Ethan Rediske not meeting his 6th-grade hospital homebound curriculum requirements? BECAUSE HE IS IN A MORPHINE COMA. We expect him to go any day. He is tenaciously clinging to life.

Secretary of Education Arne Duncan, how will you evaluate the performance of Ethan’s teacher Jennifer Rose? Will she be considered “ineffective” because Ethan didn’t make any progress this year?

Jeb Bush, is this the accountability system of which you are so proud? Is this the Florida model?

Arne and Jeb, this is not a multiple-choice question: Do you care more about children or about data? Please write a five-paragraph essay with specific reference to the case of Ethan.

Legislative leaders in the Assembly and Senate in Néw York called on the Board of Regents to delay implementation of Common Core testing for at least two years.

In addition,

“At the same time, the Senate backs a one-yuear moratorium on the proposal to share student data through the controversial third-party vendor inBloom.

“In addition, students, parents, teachers, privacy experts and school administrators have raised serious concerns about the ability of unauthorized third-parties to access personally identifiable information (PII) of students, teachers and principals that will be collected on the state-wide Education Data Portal (EDP). Therefore, we reiterate our call for the Regents to delay operation of the Education Data Portal for at least one year.”

This proposed delay is a sharp rebuke to Commissioner King and Regents Chancellor Tisch, who have shown no willingness to bend to the criticism of parents and educators.

This is very odd. The public schools of Douglas County, Colorado, are controlled by one of the most conservative school boards in the nation, which just retained its majority in a closer-than-expected election. Conservatives usually are zealous about privacy rights and protect traditional institutions. But there is a new strain of ideologue who wants the free market to rule, and the market demands data.

This reader–noting that Colorado pulled out of inBloom–says Douglas County will create and market its own data system:

“Douglas County School District in Colorado has hired consultants to create their own form of Inbloom. The BOE members have publicly stated they wish to market and sell the program to other districts. They have called it InspirEd. Read about it on the DCSD website, https://www.dcsdk12.org/communityrelations/Newsroom/Article/index.htm?cID=DCS1242698.”

Jack Schneider here describes the frustrating and ultimate fruitless pursuit to create the perfect data system to measure the quality of schools and teachers.

The waivers from NCLB were supposed to provide greater flexibility but they provided no relief from the standardized testing mania.

Bill Gates has plans for your child. He wants to know everything he can about your child so he can customize and personalize the deliverables.

A teacher in California told me that his principal enthusiastically signed up for the Gates plan. Here is the survey that every teacher was asked to complete. Where do you think this is going? Is this utopia or dystopia?

**********************HERE IS THE CONTENTS WHEN CLICKING THE LINK:

ORIGINAL Survey Option E: Teacher Survey

We believe in the promise of personalization to dramatically improve student learning. In the future, each student’s learning experience – what she learns, and how, when, and where she learns it – will be tailored to her individual developmental needs, skills, and interests. This is a fundamental shift from the way that students learn today, and as such, we believe that for personalization to truly transform student learning, schools will likely look dramatically different than they do today. Our current efforts support districts and partner organizations in building system-level capacity to design, launch and scale school models that embrace this bold vision of personalized learning.

The purpose of this survey is to understand the teacher perspective on the personalized learning activities happening in schools, including current instructional practices, PD, supports, etc. Further, this survey aims to gauge the level of interest for teachers to implement personalized learning in their classrooms. For this survey, personalized learning is defined as follows: Learning experiences for all students are tailored to their individual developmental needs, skills and interest. Personalized learning can, and should, include the following supporting elements: learner profiles, personal learning paths, individual mastery, and flexible learning environment. These attributes can be further defined as follows:

• Learner profiles: Captures individual skills, gaps, strengths, weaknesses, interests & aspirations of each student

• Personal learning paths: Each student has learning goals & objectives. Learning experiences are diverse and matched to the individual needs of students

• Individual mastery: Continually assesses student progress against clearly defined standards & goals. Students advance based on demonstrated mastery

• Flexible learning environments: Multiple instructional delivery approaches that continuously optimize available resources in support of student learning

While we believe that true personalized learning requires much more than the mere adoption and use of new technologies, we are optimistic about blended instruction – instructional design and delivery that incorporates the use of new technologies alongside traditional instruction – as a means of personalizing learning. As such, we are interested in hearing about your use of technology as part of your personalized learning efforts and implementation.

***************HERE IS THE FIRST PART OF THE SURVEY************

1. What is the name of your school?

*

2. What level is your school? Elementary School

Middle School

Grades K-8

Grades 6-12

High School

Other (please specify)

*

3. What grade level(s) do you teach?
K

1

2

3

4

5

6

7

8

9

10

11

12

Other (please specify)