Education & Opportunity 1 week Formal Seminar Data Analysis

Should Charter Schools Be Publicly Funded?

The most methodologically interesting week in the Education cluster, because the evidence genuinely refuses to settle: the best studies find charter schools are, on average, neither better nor worse than district schools — while individual results range from dramatically better to dramatically worse. It also contains the clearest example of Simpson's paradox students will ever meet, in a suspension statistic that is higher overall and lower in every single subgroup at the same time.

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Required Readings

Links in the plan below

Three articles · assign Monday, due Tuesday

01 / Plan

One-Week Instructional Plan

The Year 1 rhythm. Start with the deck's first teaching note, which is unusually direct: tell students what kind of school they are sitting in — public district, public charter, or private. For ASU Prep guides that means saying plainly that this is a charter school, and that the class is about to examine the evidence on its own model. Students find that bracing rather than awkward, and it improves the discussion.

Monday
Data Analysis

What a Charter School Actually Is

Free write (5 min): should charter schools receive public funding? Then name the room — what kind of school are we in?

The definition, precisely, because most of the argument turns on it:

  • A charter school is a public school — tuition-free and open to all, on a first-come first-served basis or by lottery.
  • It operates under a legislative contract — the charter — held by a group or organisation: a school district, a board of education, or in some states a for-profit company.
  • The charter exempts the school from certain state and local rules.
  • In exchange for that flexibility, it must meet the accountability standards written into the charter.

The enrolment picture:

  • Charter enrolment more than doubled, growing by 1.7 million students, while district public school enrolment grew by 1.3 million. Charter students went from about 3% to 6% of all public school students.
  • The number of charter schools grew by about 2,400 while traditional public schools fell by about 2,600 — so the total number of schools slightly declined. Charters went from 5% to 7.5% of all schools.
  • There are more elementary than secondary charter schools. Ask why before offering the deck's suggestion — parents may be more willing to try an experimental model early than during high school.
  • Enrolment is not evenly distributed. Over 10% of Black public school students and 7% of Hispanic students attended a charter school in 2016–17, against about 4% of white students.

Assign the readings, due before Tuesday:

Tuesday
Does It Work?

Evidence That Refuses to Settle

Mindful moment (5 min), then the achievement data, which needs handling carefully:

  • Test scores 2005–2017. Fourth- and eighth-grade math and reading scores rose at both charter and district schools, with charters improving more steeply. By 2017 charter students scored close to district students in math and slightly higher in reading.
  • But the most rigorous studies find charter schools are, on average, neither better nor worse than their traditional counterparts.
  • And the average hides everything. One study found 17% of charters posted significantly better gains, 37% significantly worse, and 46% were statistically indistinguishable. Some cities — New York and Boston among them — show strongly positive results.
The question the deck asks, and it's the best one in the topic: is average charter school performance even the right metric? If a third of charters are much worse and a sixth are much better, the average describes almost nobody. The policy question may not be "are charters good?" but "which ones, and can we tell in advance?"

Then push on measurement itself: are test scores the best way to judge a school? The deck's own note says they capture educational attainment but not broader student wellbeing. Ask what else should count — and how you'd measure it.

Wednesday
Formal Seminar

Both Cases, and the Funding Fight

Mindful moment (5 min), then the two arguments the deck lays out:

For charter schools:

  • Because they're publicly funded, all families get to choose a school — not only those who can pay tuition or move to an expensive district.
  • Competition may push nearby district schools to improve. Ask the theory question the deck raises: how would competition improve schools, and does competition generally improve competitors? Students have views on this from sports and music.
  • Charters enrol high numbers of minority students, and some studies find low-income, Black, and Hispanic students see the largest score gains.

Against charter schools:

  • They draw public funding and students away from district schools, leaving those schools with fewer resources.
  • Performance varies enormously despite accountability standards, and there are concerns about transparency.
  • The "no excuses" model used by many prominent charters — strict behavioural standards enforced with demerits, detentions, and suspensions — draws serious criticism.

Then the funding question, which is more subtle than either side usually admits. If money follows the student, why would a district face a shortfall? The answer is fixed costs: a school that loses two students per grade loses that per-pupil funding, but still heats the building and employs a principal. Whether that's a fatal objection or a manageable transition cost is a real argument.

Before students leave: themes, lingering questions, and one new resource for Thursday.

Thursday
Formal Seminar (cont'd)

The Suspension Paradox

Mindful moment (5 min), resources shared, then the single best statistical moment in the Year 1 rotation.

Charter schools have a higher overall suspension rate than traditional public schools — and a lower suspension rate within every racial group. Both statements are true of the same data. Give students time to work out how that's possible before explaining.

It's Simpson's paradox: a pattern that holds in every subgroup can reverse when the groups are combined, if the groups are differently composed. Charters enrol a larger share of Black students, who are suspended at higher rates system-wide, so the combined charter rate rises even though each group's rate is lower.

Why this matters beyond charter schools: it means the same dataset can honestly support opposite headlines depending on whether it's disaggregated. Once students have seen it, they will never again accept a single aggregate statistic without asking what's inside it. That transfers to every topic in the rotation.

The closing questions:

  • What are the pros and cons of charter schools — for students, for teachers, for districts? The three answers differ.
  • How could charter school quality be better standardised, and how would you measure it?
  • Is innovation in public education a good thing? Do charter schools actually innovate?
  • If you were unhappy at your school and had the option, would you switch?
  • Who should have most say over charter funding — students, parents, teachers, or districts?
Friday
Reflection & Self-Evaluation

Score Your Participation

The four reflective questions, then the participation matrix. Students also use the participation rubric to score the week and explain the score.

02 / Facilitation

Notes for the Guide

The deck's teaching notes carry an unusually good methodological instruction: what is true in theory often differs in practice, both are worth discussing, and it matters that students can tell which one they're talking about. That distinction is the spine of this week.

Name the Room

  • The deck's first teaching note asks you to tell students what kind of school the lesson is happening in. Do it — it costs thirty seconds and changes how honestly the conversation runs.
  • For an ASU Prep section that means naming that this is a charter school and that we are about to examine the evidence on charter schools, including the unflattering parts.
  • Students are entirely capable of holding "I like my school" and "the average evidence is mixed" at the same time. Modelling that is the point.

Have the Numbers Ready

  • Enrolment: charters roughly doubled to +1.7M students, from about 3% to 6% of public school students.
  • Schools: +2,400 charters, −2,600 traditional public schools, for a net loss of about 200 schools. Charters went from 5% to 7.5% of schools.
  • The distribution result: 17% significantly better, 37% significantly worse, 46% indistinguishable. Have this ready the moment someone cites an average.
  • Demographics: over 10% of Black and 7% of Hispanic public school students in charters, against roughly 4% of white students. Charters concentrate in cities, and the deck notes that families with less access to strong district schools may find them more appealing.

Teach Simpson's Paradox Properly

  • Don't explain it first. Put both statements up — higher overall, lower in every group — and let students argue about whether one must be wrong. The confusion is productive.
  • The resolution is composition: charters enrol proportionally more Black students, who face higher suspension rates system-wide, so the aggregate rises even as each subgroup's rate falls.
  • Then ask the harder follow-up: which number should a parent care about? There's a real answer — it depends what you're asking — and reaching it is worth the time.
  • This is the most transferable single idea in the Year 1 rotation. Name that explicitly.

Adapting This Topic