All corrections
LessWrong March 13, 2026 at 10:35 PM

www.lesswrong.com/posts/FCMfToFnRXhsfpfQB/book-review-why-are-the-prices-so-damn...

2 corrections found

1
Claim
the number of administrators is tiny compared to the number of teachers, and it’s barely budged
Correction

NCES data show K–12 administrative staffing did not 'barely budge.' School district administrative staff roughly doubled from 78,784 in 1980 to 155,273 in 2015.

Full reasoning

The statement is misleading because the administrative count did change substantially over time.

NCES's historical staffing table for public elementary and secondary school systems shows:

  • School district administrative staff: 78,784 in Fall 1980
  • School district administrative staff: 155,273 in Fall 2015

That is an increase of about 97%, which is not accurately described as having "barely budged." Even using the narrower subcategory of district officials and administrators, the count rose from 58,230 in 1980 to 67,778 in 2015, while instructional coordinators rose from 20,554 to 87,495. So although administrators remained much fewer than teachers, the claim that their number scarcely changed is contradicted by NCES historical data.

1 source
2
Claim
average test scores are flat
Correction

This overstates the evidence. NCES/NAEP data show several major national reading and math scores improved over the long term, rather than staying flat overall.

Full reasoning

The claim is too broad and is contradicted by national assessment data.

Official NAEP summaries from NCES report that national average scores in both reading and mathematics were higher over the long term than in the initial assessment years for major grade levels. For example, NCES's summary of the 2019 NAEP states that, over the long term, national average scores in both subjects were higher for both grades 4 and 8 than in the first assessment years.

NCES's long-term trend reporting also states that both 9- and 13-year-olds scored higher in reading and mathematics in 2012 than students their age in the early 1970s.

Some particular series and age groups have been stagnant or declined, so a narrower claim might have been defensible. But the unqualified statement that "average test scores are flat" is not accurate as a description of overall national test-score trends.

2 sources
Model: OPENAI_GPT_5 Prompt: v1.16.0