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What are the two main problems motivating education policy reform?
Declining student performance and stagnant inequality by family background
What does the education production function represent?
How inputs are transformed into outputs
Define “Law of Diminishing Returns.”
Increasing inputs yields smaller additional gains in output
What is cost minimization in education?
Producing a given output at the lowest attainable cost
What is productive efficiency in schools?
Increasing inputs leads to greater outputs; schools use resources efficiently
What is school productivity
Student achievement per dollar spent after controlling for differences
three trends in school finance?
Fewer districts, more centralized funding, and higher total resources
three efficiency goals in school finance?
Allocative efficiency, productive efficiency, and equit
What is the Tiebout Model?
Families “vote with their feet,” moving to communities that best match their preferences for public goods like schools
What is capitalization in the Tiebout Model?
The quality of nearby schools is reflected in house prices.
What is foundation aid?
State guarantee of minimum spending per pupil through grants.
What is power equalization aid?
State grants allowing poor districts to match rich ones at the same tax rate.
What is the Hanushek critique?
More spending doesn’t automatically improve achievement; efficiency matters more than funding levels.
What are “leveling up” and “leveling down” in funding reform?
Leveling up raises low-income districts; leveling down reduces rich districts’ spending
What are the main forms of state aid?
Block grants (foundation) and matching grants (power equalization).
What was the effect of California’s school finance reforms?
Reduced inequality but also reduced overall funding levels.
What was Project STAR?
Tennessee’s experiment testing effects of smaller class sizes on performance
What were Project STAR’s key findings?
Smaller classes improved achievement, especially for minority and low-income students.
What are threats to internal validity in experiments like Project STAR?
Nonrandom attrition, Hawthorne effect, and nonrandom reassignment
What is a value-added (VA) measure?
A teacher’s contribution to student learning based on test score gains
What did the “Great Teaching Study” find?
High-VA teachers produce lasting benefits in education and earnings
What was the Holmstrom-Milgrom problem?
Teachers are evaluated on one skill (test scores) when many skills matter.
What are the main types of school choice?
Charter schools, magnet schools, vouchers, open enrollment, homeschooling
What is a charter school?
Publicly funded, independently run school with autonomy over curriculum.
What is a voucher program?
Public or private funding that allows students to attend private schools.
What is a magnet school?
Specialized school focusing on specific subjects or student types.
What is “cream skimming”?
When higher-achieving students leave public schools for choice schools
What are pros and cons of school choice?
Pros: efficiency, competition, better matching; Cons: segregation, inequality, specialization.
What are the three parts of accountability systems?
Expectations, assessments, and incentives (rewards/sanctions).
What did No Child Left Behind (NCLB) introduce?
Standardized testing, Adequate Yearly Progress (AYP), and penalties for low-performing schools
What was Race to the Top?
Competitive grant program rewarding test-based teacher evaluation.
What did Every Student Succeeds Act (ESSA) change?
Gave states more flexibility in setting standards and identifying low-performing schools
What is “teaching to the test”?
Focusing instruction narrowly on tested material to improve scores
What is the “race to the bottom”?
States lowering academic standards to meet federal benchmarks more easily
solution to design bias
randomized control trial
solution to time bias/unobserved differnces
DiD
solution to OVB
valid IV (or DiD)
solution to cutoff
regression discontinuity design (hard cutoff score)
solution to unchanging omitted variables
fixed effect (within test)
allocative efficency
most desired ( MB= MC)
productive efficency
lowest cost (cheapest)
allocative and productive efficency in questions
allocative: funding matches benefit
productive: school efficent given buget
pareto optimal
no one can be made better off without someone being made worse off
must be allocative and productive efficent
voucher causes what for efficency
allocatively efficent because let people choose school that fit preferences
effect of partial vouchers
create peer effects based on preferences
relationship between property tax and grants
higher property tax = smaller the grant
capitalizartion effect
differences in taxes are reflected in property values
boston charter school evidence
flexibility + accountability = bigger educational gains (why charter schools better)
misalgned incentives
overvalue less valued output
threshold effect
might try to cross threshold even if not valued
multiple principle agent problem
balance multiple demands/preferences
cheating vs coincidence solutions
between class comparason
time analysis
retest
probability
matching grant equation
x=B- (s/2)
why lottery can be bias
oversubscibed schools are lotated usually urban population
external validity and threats
experiment can be broadly applied
threats:
hawthorne effect
self selection
internal validity and threats
experiment results are correct
threats:
time variation
faulty IV method
tiebout sorting assumptions
many communities
perfect mobility
informed