xiphias: (swordfish)
[personal profile] xiphias
Someone on my Facebook linked to a study by "Wallethub.com" on 2014's Best and Worst States For Teachers.

I thought that was interesting, and got curious. So I found a study, How Strong Are U.S. Teachers' Unions? A State-By-State Comparison, from the Thomas J. Fordham Institute, in 2012.

I wanted to see how well unions do at making life better for their members. Here's what I found.


State name How good for teachers How powerful teachers union
Alabama 31 20
Alaska 13 15
Arizona 46 51
Arkansas 37 48
California 32 6
Colorado 40 35
Connecticut 25 17
Delaware 35 19
District of Columbia 20 33
Florida 44 50
Georgia 33 45
Hawaii 47 1
Idaho 12 36
Illinois 22 8
Indiana 17 31
Iowa 10 27
Kansas 16 32
Kentucky 42 28
Louisiana 26 42
Maine 43 22
Maryland 19 23
Massachusetts 4 21
Michigan 15 16
Minnesota 3 14
Mississippi 50 46
Missouri 34 38
Montana 23 3
Nebraska 14 26
Nevada 36 25
New Hampshire 27 30
New Jersey 11 7
New Mexico 28 37
New York 7 9
North Carolina 51 40
North Dakota 38 24
Ohio 8 12
Oklahoma 39 43
Oregon 24 2
Pennsylvania 2 4
Rhode Island 21 5
South Carolina 45 49
South Dakota 48 34
Tennessee 41 41
Texas 29 44
Utah 9 39
Vermont 18 11
Virginia 5 47
Washington 30 10
West Virginia 49 13
Wisconsin 6 18
Wyoming 1 29


Here's it graphed out:

https://drive.google.com/file/d/0B2kcYWXBdJDMUkptaUkwcVFNekU/view?usp=sharing

I think I see a SLIGHT tendency that stronger unions are better for teachers, but not a big one. I don't know how to calculate correlation values, or to tell if they're statistically significant, but to my layperson's, uneducated eyes, I don't see that teachers' unions actually help teachers very much.

(Oh -- for what it's worth, I realized that that graph is kind of flipped upside down and backward from what I was originally intending. At the moment, the top right corner is WORST places to work and the WEAKEST unions, and the bottom left is the best and strongest, which was the opposite of how I intended to put it together, but it shouldn't make that much difference, really.)

(no subject)

Date: 2015-06-22 12:53 am (UTC)
From: [identity profile] tylik.livejournal.com
Hm. That the numbers are rankings rather than values might substantially distort any correlations...

(no subject)

Date: 2015-06-22 01:19 am (UTC)
From: [identity profile] xiphias.livejournal.com
There are all sorts of things that might distort it -- for instance, who collected the data and for whom? How are they counting unions' power; how are they counting conditions for teachers? That's why I made sure to link to the articles, which explain some of that. But I didn't really read through them.

Still, if the overall patterns are at all related to reality, it's suggestive.

Looking at some of the extremes, you find just weird stuff. Hawaii has the most powerful teachers' union, and almost the worst conditions for teachers. Wyoming, best conditions, union in the bottom half. Virginia, one of the weakest unions, some of the best conditions.

Again -- I don't know who's collecting the data and how. But if it relates to reality, it looks like teachers' unions aren't terribly helpful.

(no subject)

Date: 2015-06-22 11:50 am (UTC)
goljerp: Photo of the moon Callisto (Europa)
From: [personal profile] goljerp
Well, the thing is that things are complicated. Take New York State. We've got a fairly strong Teacher's Union, and a "democratic" governor, but he's got delusions that he will be able to be president someday, so he's trying to prove his "moderate" street cred by "standing up" to the union -- i.e. making the teachers' life worse. Would their life be even worse without a strong union? My guess is yes, since the union does have some influence over other parts of state government... but it doesn't really matter how strong the union is if the governor has decided that he's gonna screw teachers over.

(no subject)

Date: 2015-06-22 02:05 am (UTC)
boxofdelights: (Default)
From: [personal profile] boxofdelights
You can have a lot of fun with statistical calculators here: http://www.socscistatistics.com/tests/pearson/

I typed in your data and got:

The value of R is 0.3546. Although technically a positive correlation, the relationship between your variables is weak (nb. the nearer the value is to zero, the weaker the relationship).

As Tylik points out, this is a silly thing to do to rankings (as opposed to a numerical value that purports to measure how good it is to be a teacher). We know that there is a correlation between height and weight, but if we took a group of fifty people, ranked them according to height, then ranked them according to weight, there might not be much of a correlation between the rankings even though there is a correlation between absolute height and weight.

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