Showing posts sorted by relevance for query campbell's law. Sort by date Show all posts
Showing posts sorted by relevance for query campbell's law. Sort by date Show all posts

If You Measure It, It Will Come



This SNL Skit is not nearly as funny (and not nearly as infuriating) as the real story behind Wells Fargo's fraudulent account scandal . . . Planet Money offers a synopsis that will not only make you indignant, but also make you laugh at the absurdity of Wells Fargo corporate culture, and be prepared for reality to nearly triple hyperbole-- the Wells Fargo huckster in the SNL skit tries to get everyone to sign up for three accounts, but the actual slogan pushed by the executives was "eight is great," and so the bank burned through its young employees, forcing them to call everyone they knew: friends, family, acquaintances, in order to create as many accounts per person as possible--and demonstrate to the shareholders that Wells Fargo was robust and growing-- and I've often mentioned Campbell's Law here, which insured that these underpaid, harried employees eventually started cheating to make their quotas-- and then, of course, the executives labeled them as "bad apples" instead of apologizing for the culture they created . . . there's a lovely moment in the podcast when a district manager urges the young bankers to continue cold calling customers during a botched bank robbery, even while the cops are swarming the lobby and place reeks of shit because the robber crapped his pants . . . and, of course, I'd be negligent to mention the fact that the same thing is going on in schools right now-- we're all "accountable" because we administer common assessments that must correspond to Student Growth Objectives (SGO) and if we don't make the SGP number (Student Growth Percentage), then we get a low score on our summary evaluation, which is in complete disregard for Campbell's Law and the Law of Large Numbers . . . if you want to learn how kids are doing, you don't take tiny samples and attach them to individual evaluations and then upload them to some expensive software-- which is exactly what Wells Fargo did, because they wanted a certain result, and so they learned that if you measure something in that way, then the results will come-- by hook or by crook-- and while Wells Fargo didn't care how it happened because they wanted to encourage fraudulent behavior in order to bolster stock and portfolio values, you'd think that educators would be smarter, and realize the way to look at student success is to measure large and meaningful numbers, like the entire student body, and make the results completely detached from teacher performance, so that experiments with curriculum and implementation could be attempted and assessed . . . anyway, I'm going to switch banks in order to punish Wells Fargo for their misdeeds, and I encourage you to do the same.

Campbell's Law and The Death and Life of the Great American School System


Diane Ravitch's book The Death and Life of the Great American School System asserts two ideas, and supports them with comprehensive detail: 1) a market system is fine if you want to create consumers, but it does not work for public schools-- as they are one of the last places where community, democracy, and local citizens can have an influence-- and 2) using testing as a measure of accountability for teachers and schools is illogical (she cites Campbell's law-- "the more any quantitative social indicator is used for social decision making, the more subject it will be to corruption pressures and the more apt it will be to distort and corrupt the social processes it is intended to monitor") because it is essentially putting the cart before the horse; Ravitch speaks from a position of great perspective, she worked in the administrations of George Bush Sr., Clinton, and George W. and she is one of the most credible educational historians in America; book is something of a reflection on how she fell for some of these fads before she fully analyzed the evidence, and her change of heart is in notable opposition to President Obama's continuation of Bush's war on our education system . . . a must read if you have kids: ten charter schools out of a possible ten.

Required Reading (Especially for the NJDOE)

Cathy O'Neil's new book Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy is a must read for anyone living in our digital age; she's uniquely qualified to write this book, as she's an academic mathematician who earned her Ph.D from Harvard, worked for a hedge fund on Wall Street, analyzed big data for marketing start-ups and then became a political activist because she realized that a number of dangerous discriminatory algorithms are opaque, affect enormous numbers of people, and do unseen damage . . . she nicknames these WMDs . . . Weapons of Math Destruction, and she explains how these black box formulas evaluate creditworthiness, college rankings, our employability, our Facebook and Twitter feeds, and-- most significant to me-- teacher evaluations . . . and she spends a good portion of the book on just how irrational, absurd, and insanely unsound the models are that assess teacher performance-- the formulas might work if teachers taught ten thousand kids at a time, but for a class of 30 students, measuring how a kid did on a standardized test from one year to the next is essentially random (all the teachers know this, of course, even those of us who do not possess a math Phd. from Harvard, but it's nice to hear an expert explain the logic of why this is so) but apparently the NJDOE hasn't figured this out, and at the start of this school year, they increased the weight of standardized test scores in the evaluation model from 10% to 30% . . . so now, if a teacher works in a tested grade-- such as my wife-- one third of a teacher's numerical assessment is random . . . even if she teaches math and and can point out the many problems with the algorithm (a sociologist would cite Campbell's Law, of course, and also present a valid argument for why this change is absolutely inane) and I can't explain (without long strings of profanity) how incensed this makes me-- how utterly stupid the people at the NJDOE must all be, to enact this increase-- but I'm hoping that this book indicates a sea change in how we view these algorithms and formulas, and that people will learn enough math to understand how screwed up this is . . . and if the NJDOE changes the algorithm and writes a personal apology to me, confessing that they were totally ignorant of all math and logic, then I'm willing to forgive them, because even Bill Gates got it wrong with his charter school funding, he ignored the Law of Large Numbers and came to the conclusion that small schools were better than large schools, when the fact of the matter is that small schools have more statistical variance than large schools, because they have less students in them . . . so more of them will be better and more of them will be worse . . . but, of course, people may learn the truth and still not do anything about it-- we know that a later start time will improve test scores in high school, but the bus schedule prohibits this, and so kids show up at 7 AM, in a building without AC, ready to learn AP Physics . . . everyone knows this is not the best way to teach kids, but no one does anything about it, instead we purchase new software platforms so we can upload all the spurious data and crunch the numbers-- and there may be enough people in the NJDOE and other administrative capacities who love this idea so much, the idea that we're generating loads of numbers from standardized tests and evaluation algorithms, and they don't care that all the numbers are bullshit, because it's fun to have loads of "evidence" to evaluate and all this data perpetuates the idea that we need to pay people to look at it . . . anyway, I could go on and on, but read the book, it's revelatory . . . and if you don't feel like reading it, you can listen to her discussing it on Slate Money.

You Should Print This Out

Ferris Jabr's article "Why the Brains Prefers Paper" presents some interesting evidence as to why reading a book or magazine is better than reading on a screen; there are tactile reasons of course, and people comprehend texts better when they read them on paper (and remember more) and students suffer less eye-strain, stress, and fatigue when they take tests on paper-- as opposed to on a computer-- and they actually score better . . . so this is an interesting rebuttal to the new standardized tests students will be taking on computer this year-- in our school, kids are taking the PARCC test and they will be taking it completely on computer, but there is also a paper-and-pencil version of the test . . . so I wonder if the results between the two mediums will skew the data . . . I certainly hope so, as there's nothing I enjoy more than skewed data (except Campbell's Law . . . which often leads to skewed data).

Enough of That . . . Or Is It?

I finished Dana Goldstein's book The Teacher Wars: A History of America's Most Embattled Profession and while there's certainly fascinating stuff in there (the reason, in the1800's, politicians embraced females invading a traditionally male job was because they would work on the cheap) and the book lays out, in a comprehensive and unbiased manner, the history of teachers and unions, education and desegregation, the various attempts to use testing and teacher evaluation to improve schools, the political and moral panic that often resulted in teachers being persecuted for reasons other than incompetence, the charter school movement, Teach for America, the Race to the Top, No Child Left Behind, and all sorts of other things that I knew only passing information about, but for the layperson the interesting part of the book is the epilogue, where she makes some recommendations based on all her research, and these are logical and worth taking a look at; but for those of you who don't feel like it, which I totally understand (you could be reading a Don Winslow book) here is a short summary:

1) teacher pay matters and while teachers aren't paid poorly in America, they aren't paid nearly as much as in countries with very successful education systems,  such as Finland, South Korea, and Japan-- if teaching jobs aren't coveted, and if teachers aren't as respected as doctors and engineers, then you won't be able to attract excellent candidates;

2) we need to focus on using good teachers as models and creating communities of excellent practice, rather than creating systems of evaluation purely to ferret out the bad teachers-- as these systems always fail because of the insane amounts of paperwork and data they create;

3) tests need to return to their rightful role as diagnostic tools, not as methods to achieve high stakes funding-- which resulted in teaching to the test, gaming the system, and all sorts of illustrations of Campbell's Law;

4) the principal matters as much as the teachers-- exceptional leadership improves the bottom third of teachers and the top third of teachers-- not excess evaluation paperwork;

5) star teachers were not necessarily the best students--so simply hiring people with higher math SAT scores isn't necessarily going to improve American education-- research shows you're better off hiring someone with excellent communication skills, who adeptly uses a large vocabulary, and can explain things well-- even if they once struggled to learn them in the past (and I agree with this, because I was a horrible and disorganized student, and so I know how to contend with this in class);

6) teachers benefit from watching each other work-- but there's usually no time for this (although since I started teaching Serial, a number of my colleagues have observed my class, and it's great-- they're not administrators filling out paperwork while I teach-- so there's no pressure-- and I can ask them for suggestions during the lesson or afterwards);

7) end outdated union protections-- there needs to be a faster way to fire incompetent veteran teachers, and a streamlined way for the teacher to appeal being fired (because teacher appointments and terminations have certainly succumbed to political whims in the past);

8) we are not as homogenous as Finland and there are limitations to our educational system, which is very decentralized, so it's near impossible to use top-down reform to improve our schools-- there's no federal body to check how schools are implementing federal standards, and federal funding is fairly minimal (compared to state and town funding) and we have schools in America with incredibly different study bodies and educational problems, so every school might need a slightly different plan to improve;

and finally, if you want to hear something more condensed on these issues, which features an interview with Dana Goldstein, then listen to this week's episode of Freakonomics: "Is America's Education Problem Really Just a Teacher Problem?"

I Hate to Say I Told You So . . . or Do I?

I hate to say "I told you so," but I told you so (and actually, like everyone else, I love to say "I told you so") and it wasn't me telling you anyway, it was someone far more respectable -- Diane Ravitch -- and she had the backing of Campbell's Law . . . so no one who reads this blog should be surprised as to what happened at Beverly Hall's school in Atlanta.

A New Sentence Every Day, Hand Crafted from the Finest Corinthian Leather.