Friday, March 26, 2010

NAEP 2009 Reading: California Vs. Kentucky

It seems like a “no-brainer.” If you simplistically look at the overall fourth grade reading scores for all students from the newly released 2009 administration of the National Assessment for Educational Progress (NAEP), Kentucky ranks in a tie at 11th place from the top, while California ranks way down at 46th place.

So, Kentucky’s education system ‘whups’ California, right?

Well, maybe not. Let’s look a bit deeper.

First of all, let’s start with a clearly worded caution that appeared in older NAEP Report Cards such as on Page 13 in the 2005 NAEP Reading Report Card:

“In comparing states to one another, it is important to consider that overall averages do not take into account the different demographics of the states’ student populations.”

That caution isn’t so clearly stated in the 2009 NAEP Reading Report Card, but the intent and the problem still exist:

“Further, the many factors that may influence average student achievement scores also change over time. These include educational policies and practices, the quality of teachers, available resources, and the demographic characteristics of the student body.”

Keeping these cautions in mind, here is a breakout of the demographics for Kentucky and California on the 2009 NAEP. I put this graph together using data from the NAEP Data Explorer tool.


I don’t show two other categories, American Indian and Unclassified, as there are only trace numbers of students in those groups in both states.

When you look at the percentages of the different racial groups in the NAEP 2009 fourth grade reading samples, the disparity between California and Kentucky is striking. Kentucky is overwhelmingly populated by high scoring whites, while in California the majority of the students are lower scoring Hispanics.

Now here are the data on the reading proficiency rate (students scoring at or above NAEP “Proficient” (Again, assembled with the NAEP Data Explorer, though you can find this in the new Report Card, as well).


Right away, when we compare the only two racial groups that are consistently present in both states, we find that California’s whites tied Kentucky’s whites and California’s black students actually scored a bit higher than Kentucky’s blacks.

Suddenly, Kentucky’s really high overall rank and California’s really low rank don’t seem so revealing, do they? If we only look at the two racial groups where both states have notable populations, California actually would outscore Kentucky thanks to their slightly better black performance.



By the way, while the score graph above does include the proficiency rates for the other racial groups that are found in notable numbers in California, recheck the first graph – very few Hispanic and Asian/Pacific Islanders are found in Kentucky.

Clearly, the really big demographic difference between Kentucky and California is for Hispanics. So, let’s look at the Hispanic situation more closely.

Part of the reason California’s Hispanics score low is that many are also still learning English. Table A-4 in the Report Card shows the fully 30 percent of the entire raw sample of students NAEP wanted to test in California were English Language Learners. Most likely, the vast majority of them were Hispanics. Thus, since Hispanics make up about 51 percent of California’s NAEP tested students, I estimate that somewhere around 60 percent of them are still learning English.

The English learning problem is a challenge faced by only two percent of the students in Kentucky (Table A-4 in the Report Card). And, it is a problem because the NAEP is only given in English. So, California’s Hispanics who are still learning the language face a double challenge when they quest for high NAEP scores. For all practical purposes, the issue doesn’t even exist in the Bluegrass State.

Things look even worse for Kentucky in our California comparison when we examine Table A-7 in the new Reading Report Card. This table covers the percentages of English Language Learners and Students with Learning Disabilities that got excluded from NAEP testing.

Amazingly, despite their huge number of students learning English, California only excluded a total of 8 percent of its students classified as English Language Learners and Students with Learning Disabilities from taking the NAEP.

In Kentucky, we excluded a whopping 46 percent of these low-scoring students.

In fact, Table A-4 shows that out of the entire raw sample of students that the NAEP wanted to test, California only excluded 3 percent due to language or learning disability issues.

In Kentucky, we excluded a whopping eight percent of all the students in our raw sample that the NAEP wanted to test – that’s nearly one out of ten students! Most of those excluded were the very weakest from the very lowest scoring category – Students with Learning Disabilities. Kentucky played the NAEP exclusion game like it was the NCAA Basketball Tournament. Table A-7 shows only two other states in the entire country played the exclusion game harder.

If that large number of excluded Kentucky students had been tested, there is no doubt that they would have dragged Kentucky’s scores down – perhaps enough to wipe out our supposed gains, though no-one knows for sure.

Meanwhile, while Kentucky excludes rather than test, California educates almost all of its kids well enough that only a very few have to be excused from testing. And, that is true in most other states, as well.

Now, what do you think about that simplistic ranking of overall scores that makes Kentucky look so good? Does that simplistic ranking really tell you very much?

Does the claim that only Kentucky made progress in reading in both fourth and eighth grade look as credible? Maybe, we’re just best at gaming NAEP exclusion.

6 comments:

SchoolLawPro.com said...

Hopefully NAGB's new exclusion (and accommodations) policy will help. I agree that we need to compare apples to apples. Without that, NAEP loses its shine.

Anonymous said...

One must wonder why California was chosen as a comparison state for Kentucky when the impact of ethnic differences is the issue of focus.

Ethnically speaking, California is far less similar to Kentucky than other states. Consider this:

When looking at the percentage of White students, 5 states have a higher percentage than Kentucky, the percentage in 4 states is not significantly different from Kentucky, and 40 states have a lower percentage than Kentucky (California is in this category).

When looking at the percentage of Black students, 20 states have a higher percentage than Kentucky, the percentage in 9 states is not significantly different from Kentucky, and 20 states have a lower percentage than Kentucky (California and states with too few Black students to report a score are in this category).

Would states more similar to Kentucky in ethnic composition than California provide the same outcomes that are presented here? One has to wonder.

Richard Innes said...

Anonymous March 28 at 6:02 PM generally missed the point of this blog.

I picked California precisely because its demographics are so different. That leads to that state getting very unfairly compared in state-to-state analysis of NAEP scores. Based on overall demographics, Kentucky should 'whup' California.

My point is that things look different once we disaggregate scores.

Despite California's very low NAEP rank for overall scores, when we compare California's whites to our whites, and their blacks to our blacks, California's performance suddenly doesn't look so bad.

The point, again, is that simplistic state-to-state comparisons of NAEP data can lead to completely invalid conclusions about relative performance. Because the NAEP makes absolutely no corrections for differing demographics - or for differing rates of exclusion and accommodation, for that matter - you have to look deeper.

Breaking out the data by race is one way to do that. (Corrects an earlier post)

Joan NE said...

I looked at Table A-20 of the NAEP 2009 reading report. The sample mean score for white students in Kentucky and California are identical (269). This score is two points BELOW the national average score for this sub-group of NAEP 2009 4th grade reading test-takers.

So really, KYs overall high ranking on the NAEP is not due to having a great educational system so much as due to KY having a below average proportion of minority students.

I have learned two very important lessons from Richard's critique of the NAEP scores

1. The overall score and ranking for a state tells us nothing significant about the quality of a state's public educational program. The overall state score is probably very highly correlated to percent of a state's student population that is white. A high overall rank means nothing more than that the state has a high percentage of white students compared to most other states in the Union.

2. It is not until we disaggregate the NAEP results that we start to get some meaningful information about the overall quality of any state's educational system.


Here are examples of what we can learn about KY from the disagregated data given in Table A-20 of the NAEP report cited by Richard Innes:

1. KY and CA got the same mean score for their white students: 269.This is two points behind the national mean score of white students.

2. There are 28 states that whose mean score for white student test-takers exceeded the CA/KY score of 269.

3. KY/CA white student score is 12 points behind the highest scoring state (NJ). The top ranked score was 281 (New Jersey). (I do not know if 281 is just a little bit or tremendously better than a score of 269.)

4. Kentucky is #1 in the nation for its hispanic student performance on NAEP.

5. KY black students also appear to be significantly outperforming their peers in CA.

Q: Does KY have a phenomenal program for ELL? Are KY hispanics just way smarter on average than hispanics elsewhere in the nation? Is the KY tested sample of hispanic students non-representave of the overall hispanic population in KY, and biased toward high performin hispanic students?

We can't really know what the explanation is from the scores themselves, can we? Do you have any independent data that would help you to get a pretty defensible explanation for KY's amazing hispanic score?

If the explanation is that KY has a terrific program for hispanic students, then that says to me that states with significant hispanic populations should look to KY for great ideas on helping hispanics be more successful.

Maybe the nation has something to learn for KY in promoting achievement of african america students? Or again, is there bias in the black student sample selection that is accounted for in the NCES bias-correction procedures?

Richard Innes said...

RE: Joan NE's comments

Congratulations! You captured my intended message very well. Indeed you cannot get meaningful information from the NAEP without disaggregating the data by race. I have been saying that for some time.

Joan is also right to be suspicious of the Hispanic scores. First, Kentucky has very few Hispanic students. NAEP probably had to over-sample the population just to get a statistically reasonable sample, and such over-sampling creates additional chances to corrupt the randomness of the sample.

Also, it looks like all of Kentucky's Hispanics that were tested were not recent immigrants to the United States. Some rather strong evidence to support that comes from Table A-4, which shows that in Kentucky only 1 percent of the raw sample NAEP wanted to test in 8th grade reading was classified as English Language Learners (ELL). Incredibly, the same table says that 1 percent of the raw sample was excluded due to being ELL.

In other words, in Kentucky, ALL the recently arrived Hispanic students who were ELL were excluded from the test. That is probably why our very small Hispanic sample that did test looked so good.

Compare Kentucky's ELL situation to that in California, where 20 percent of the states entire raw sample was classified as ELL, but only 1 percent of the raw sample was excluded as ELL. In other words, 19/20 or 95 percent of all the ELL in California still took NAEP while Kentucky excluded all of its ELL.

Keep those good questions coming!

Richard Innes said...

MOre on Joan NE's comments:

Joan points out that Table A-20 in the new NAEP Reading Report Card shows that in eight grade Kentucky's blacks outscored blacks in California.

However, Table A-12 shows the reverse is true for fourth grade.

Actually, due to statistical sampling errors, it may be that all of the scores simply are not statistically different. I have not checked that, but the sampling errors in NAEP can run several percentage points.

Also, some important bias may have come from Kentucky's high rate of exclusion of students with learning disabilities in both fourth and eighth grade NAEP reading assessments. If you exclude more of your weakest students, your scores get an unfair boost.