Original title: Measuring Advanced Placement Opportunity: Distinguishing Realized Course-Based Opportunity, Student Participation, and Participant Achievement in Advanced Placement Programs
Yi Yang · August 2026
Schools often track Advanced Placement, or AP, using different numbers: who takes the class, who sits for the test, and who passes. These steps come from separate administrative systems and measure very different things. To understand this pipeline, researchers tracked 276 New Jersey public high schools over several school years. They compared course enrollment, test taking, and test scores. When a school increased formal AP class enrollment by 1 percentage point, its overall successful attainmentthe overall share of students who end up passing an AP exam—meaning students passing exams—rose by 0.34 percentage points. Higher class enrollment was also strongly tied to more students taking exams. However, it was negatively linked to conditional attainmentamong students who take the exam, the share who pass, which is the pass rate among test takers. Offering more AP subjects and higher enrollment intensity showed this same pattern. As access expands, pass rates among test takers dip, likely because the mix of participating students changes, not because teaching got worse.
Imagine a small bakery known for its sourdough. One day it starts selling a cheap sandwich at lunch. Suddenly a lot of new customers come in, people who never cared about sourdough. The bakery's average review score drops, because the new customers are rating a different thing and they are not sourdough fans. The drop does not mean the sourdough got worse. It means the crowd changed. In this paper, the bakery is a school, the sourdough is an advanced course, and the new customers are the extra students who enroll as the school widens access. The average review score is the exam pass rate, which can fall even though the teaching never changed.
Schools and policymakers often treat AP participation and pass rates as measures of success. This study shows why those numbers can move in opposite directions: when more students take AP courses, the average exam score may fall simply because the group of test-takers is larger and more diverse. That means a school can be doing a better job of expanding opportunity while its published scores go down.
The abstract explicitly says the results do not identify causal effects and do not imply declining instructional quality. Schools with any IB course offering were excluded, so findings apply only to AP-aligned comprehensive New Jersey public high schools without IB programs. The abstract does not quantify the negative association between enrollment and conditional attainment, nor does it specify which AP subjects are included.
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Measuring Advanced Placement Opportunity: Distinguishing Realized Course-Based Opportunity, Student Participation, and Participant Achievement in Advanced Placement Programs — Yi Yang — EdArXiv — doi:10.35542/osf.io/dn8es_v4
Abstract licence: CC BY
Explanation generated by Synthesis from the abstract — it is not the original paper. This is a preprint, so it hasn't necessarily been peer reviewed.