Evidence-Based Practices for Algebra I Access, Placement, and Success

This research brief synthesizes decades of evidence to guide district and school leaders on when students should take Algebra I, how they should be placed, and what supports promote success. It highlights that placement based on academic readiness, rather than grade level or subjective judgments, leads to stronger achievement and access, especially for historically underserved students. The brief also weighs the tradeoffs between tracked and mixed-proficiency classrooms and emphasizes that effective support strategies, such as tutoring and double-dose Algebra, can improve outcomes for students who start behind. By implementing evidence-based placement and support policies, education leaders can expand access to accelerated math and improve long-term student success.

Elizabeth Huffaker | Stanford University

May 2025 | Brief No. 34

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Central Question

What evidence-based policies and practices promote Algebra I access, appropriate student placement, and improved achievement?

Key Insights

Evidence-Based Practices

  • ACCESS and ENROLLMENT: When should students take Algebra I, and how should readiness be assessed?
    • Long-term academic success is higher when students are enrolled in Algebra I based on academic proficiency rather than grade level.
    • Middle school students who demonstrate readiness should have access to Algebra I. Training and incentives for Algebra I teachers, along with virtual course options for schools that lack in-person offerings, can help expand availability.
    • Placement decisions based on a combination of test scores, rather than subjective referrals or one test score, improve participation and achievement in Algebra I, especially for historically underserved students.
    • Auto-enrollment policies increase participation and completion rates in advanced math courses, particularly among underrepresented students, by reducing barriers and signaling that they belong in accelerated pathways.
    • While there is no universally optimal threshold for Algebra I placement, prior test scores and predictive tools can accurately estimate student readiness.
  • GROUPING: How should schools group students in Algebra I classrooms given differences in preparation and learning needs?
    • Placement decisions that are based on students’ current learning needs, made separately by subject, and revisited regularly, create flexibility and strong academic outcomes. In contrast, rigid tracking systems that start in early grades reinforce existing opportunity gaps and have negative impacts.
    • Similar-proficiency (i.e., tracked) classrooms enable more targeted instruction and can benefit both middle- and high-achieving students. But they also tend to widen achievement gaps, increase segregation, and can create negative self-perceptions for students in lower-achieving class sections.
    • Mixed-proficiency (i.e., detracked) classrooms offer all students access to rigorous coursework and more inclusive learning environments, but risk discouraging lower-achieving students and slowing progress for high-achieving students.
    • Effectively supporting a wide range of academic proficiency levels in one classroom requires teachers to have advanced skills, sufficient planning time, and access to strong instructional resources.
  • SUPPORTS: What instructional supports help students succeed in Algebra I, especially those who start behind?
    • Extended or supplementary Algebra I instruction during the school day has been shown to improve both short-term achievement and long-term educational outcomes.
    • Tutoring, especially when delivered in small groups, multiple times per week, and during the school day, is one of the most effective academic interventions.
    • Online platforms and GenAI tools offer the potential for personalized math instruction, but research on their effectiveness is still emerging.
    • Summer bridge programs can help students build the skills and confidence needed for success in Algebra I, though evidence of their effectiveness is limited.

Breaking Down the Issue

Why is Algebra I a focal point for policy and practice?

Algebra I is a key gatekeeper to advanced coursework, college access, and STEM careers, but it is also one of the most failed high school courses.

How big are gaps in access and readiness, and what factors best explain these gaps?

Students from historically underserved groups are less likely to enroll and succeed in Algebra I by 8th grade.

Differences in when students take Algebra I are driven by four key factors:hen schools have access to larger applicant pools, they often do not select the most effective teachers.

  1. Readiness Gaps: Educational opportunity in early-years math is unequal, and students enter middle school with varying levels of math proficiency. This is reflected in Algebra I placement when test scores are used to determine assignment. Post-pandemic learning loss increased these gaps, as students who were already struggling experienced the sharpest declines. 
  2. Bias in Placement: Teacher or counselor recommendations can be influenced by implicit bias. When recommendations are used for placement, fewer Black, Hispanic, low-income, and first-generation students enroll in Algebra I early, even when they are qualified. A 2023–24 RAND survey found that wealthier schools were more likely to consider teacher referrals and parent requests in Algebra I placement decisions.
  3. Information and Preferences: Students’ willingness to enroll in Algebra I early often depends on access to role models, encouragement, and reliable information about high school and college pathways. Families with more resources are often better positioned to navigate these decisions and advocate for accelerated placement. Without efforts to proactively inform and support all students and families, increasing parent involvement in course enrollment is likely to widen, rather than narrow, opportunity gaps.
  4. Priorities and Resources: Middle school Algebra I is less available in rural, small, and low-income districts. The 2023–24 RAND survey found that nearly 25% of the highest-poverty schools did not offer Algebra I to 8th graders, compared to just 6% of the wealthiest schools. States and districts also differ in their approach—some prioritize giving more students access, while others focus on ensuring strong pass rates or maintaining a uniform math sequence.
How has the policy landscape changed?

Over the past three decades, policies have shifted from one-size-fits-all approaches to more targeted strategies, aiming to better balance access to and achievement in Algebra I.

Efforts to expand access to Algebra I have surfaced longstanding tensions around when students should enroll, how they are grouped, and what supports they need to succeed. Three key questions shape the current policy landscape:

  1. Access and Enrollment: When should students take Algebra I, and how should readiness be assessed?
  2. Districts face a challenging tradeoff between two important goals: expanding early access to Algebra I, especially in 8th grade, to broaden participation in advanced math opportunities, and ensuring students are academically ready to prevent course failure, disengagement, and long-term setbacks in math achievement. Striking the right balance requires weighing the benefits of early acceleration against the risks of enrolling students before they’re prepared.
  3. Grouping: How should schools group students in Algebra I classrooms given differences in preparation and learning needs?
    • Broadly, “tracking” refers to the practice of assigning students to courses based on their perceived proficiency level.  In the U.S., tracking typically refers to both:
      1. Sorting same-grade students into different courses. For example, in 8th grade, some students are placed in Algebra 1, while others are placed in a pre-Algebra or general math course based on prior test scores or teacher recommendations.  Very advanced students may even be placed in Geometry. “Automatic enrollment” placement policies track students in this manner.
      2. Sorting students into different levels within the same course. For example, all 9th-grade students may take Algebra 1, but they are divided into “Honors Algebra,” “Standard Algebra,” or “Algebra Support” sections based on perceived ability. Even though the course name is the same, the expectations, pacing, and rigor often differ significantly between sections.
    • Tracking is widespread, especially in older grades. Nationally, about 25% of 4th graders and 75% of 8th graders attend schools that use tracking.
    • Supporters of tracking argue that it improves learning by targeting instruction to students’ individual needs. Opponents argue that tracking reinforces existing inequalities by disproportionately placing historically underserved students into lower-level courses, limiting their access to advanced content, peer networks, and future academic and career opportunities.
  4. Supports: What instructional supports help students succeed in Algebra I, especially those who start behind?
    • Districts have tried a wide range of strategies to help students succeed in Algebra I, including tutoring, technology tools, extra class periods, and curriculum reforms. But these efforts risk being under-resourced, inconsistently implemented, or disconnected from what research shows is effective.

Evidence-Based Practices

Decades of research on various Algebra I policies have identified key factors that promote Algebra I access, appropriate student placement, and improved achievement.

ACCESS and ENROLLMENT: When should students take Algebra I, and how should readiness be assessed?

Long-term academic success is higher when students are enrolled in Algebra I based on academic proficiency rather than grade level.

  • Academically-ready students: Students who are ready for Algebra I in middle school and given access achieve more in math and gain greater long-term opportunities than peers without access
    • 8th graders deemed “algebra-ready” who were offered access to online Algebra I that their rural schools could not otherwise provide demonstrated improved high school math achievement relative to their “algebra-ready” peers who were not offered access to this course. 
    • In a Florida district, students scoring in the top 20% on state math tests were assigned to take Algebra I in 7th grade, putting them two years ahead of the traditional math track. Female students who just met the eligibility cut-off were twice as likely to complete a STEM bachelor’s degree as those just below the cut-off, closing the gender gap in STEM degree completion. 
    • A longitudinal survey suggests that very advanced students benefit from being accelerated into Algebra I in 7th or even 6th grade, though effective early acceleration considers social-emotional readiness
  • Borderline-ready students: For borderline-ready students, early access has mixed results.
    • In Wake County, borderline-ready girls and non-low-income students who were accelerated into 8th-grade Algebra were more likely to take advanced math and plan to attend college. However, all male and low-income borderline-ready students exited the accelerated track by 11th grade, ending up where they would have been otherwise.
    • Whether it is sensible for schools to accelerate students with uncertain readiness into early Algebra I depends on whether such students are a large proportion of the student population. The acceleration of many borderline students is likely to be disruptive and ineffective. If questions about borderline placement refer to only a small number of students, peer effect benefits can allow districts to err on the side of acceleration. 
    • Districts with the capacity to provide supports (e.g., tutoring, double-dose) may also have leeway to err on the side of accelerating students who are borderline.  
  • Not academically-ready students: Students who are not academically ready need significant support to be successful in Algebra I.

Middle school students who demonstrate readiness should have access to Algebra I. Training and incentives for Algebra I teachers, along with virtual course options for schools that lack in-person offerings, can help expand availability.

Placement decisions based on a combination of test scores, rather than subjective referrals or one test score, improve participation and achievement in Algebra I, especially for historically underserved students.

  • Using objective criteria (i.e., test scores) for Algebra I placement increases participation and achievement among low-income, Black, and Hispanic students by removing the subjective barriers like teacher recommendations or parent requests.
  • Using multiple test scores provides a more accurate picture of student readiness than using just one test score, since different assessments may emphasize different skills (e.g., procedural fluency vs. conceptual understanding). Multiple scores also help smooth out anomalies due to test anxiety or one-time performance issues.
  • Wake County replaced subjective placement factors, such as teacher recommendations, with a cutoff score based on multiple academic measures to determine eligibility for accelerated math (leading to Algebra I in 8th grade). This led to increased enrollment, especially among Black, Hispanic, and low-income students
  • Most studies of Algebra I acceleration policies that use test-based thresholds have found that positive effects are concentrated among female students. This implies that capable female students were underidentified for acceleration under subjective systems. However, it also suggests that male students with equivalent content mastery may be lacking equivalent “soft skills” captured by course grades and could require more developmental supports (e.g., building organizational habits) to succeed.
  • Research is divided on the use of teacher-assigned grades for course placement: some studies find that GPA predicts academic success better than test scores because it more effectively captures non-cognitive traits. Other research finds that GPAs reflect grade inflation, inconsistency, and bias.

Auto-enrollment policies increase participation and completion rates in acelerated math courses, particularly among underrepresented students, by reducing barriers and signaling that they belong in accelerated pathways.

While there is no universally optimal threshold for Algebra I placement, prior test scores and predictive tools can accurately estimate student readiness.

GROUPING: How should schools group students in Algebra I classrooms given differences in preparation and learning needs?

How we define tracking:

Broadly, “tracking” refers to the practice of assigning students to courses based on their perceived proficiency level.  In the U.S., tracking typically refers to both:

 (1) sorting same-grade students into different courses. For example, in 8th grade, some students are placed in Algebra 1, while others are placed in a pre-Algebra or general math class.  Very advanced students may even be placed in Geometry. Students with large perceived gaps may not have access to Algebra I until 10th grade. “Automatic enrollment” placement policies track students in this dimension. 

(2) sorting students into different levels within the same course. For example, all 9th-grade students may take Algebra 1, but they are divided into “Honors Algebra,” “Standard Algebra,” or “Algebra Support” sections based on perceived ability. Even though the course name is the same, the expectations, pacing, and rigor often differ significantly between sections.

Any district trying to improve Algebra 1 access, placement, and success will inevitably confront questions about how to organize instruction for students with varying levels of preparation. The goal of this brief is not to dictate a single solution, but to provide the best available evidence on the tradeoffs involved and offer guidance on minimizing negative consequences for whichever approach a district chooses.

Placement decisions that are based on students’ current learning needs, made separately by subject, and revisited regularly, create flexibility and strong academic outcomes. In contrast, rigid tracking systems that start in early grades reinforce existing opportunity gaps and have negative impacts.

  • Student outcomes depend heavily on how tracking is designed and implemented. When schools use recent, multiple measures of achievement, such as predictive placement models or composite readiness scores, and revisit placements regularly, tracking can help ensure students receive instruction at the right level and pace. This is shown to be effective in studies where test scores are used to enroll students in Algebra when they are academically ready
  • Reassessing placement at key transition points (e.g., each semester or year) and offering pathways like concurrent enrollment in Algebra I and Geometry could allow students to move across tracks. 
  • When class placement decisions are made early based on teacher recommendation, parental pressure, or a single outdated test score, students can be unfairly sorted into lower tracks with limited opportunities to advance. 
  • Evidence from European-style early tracking shows that sorting students early into fixed pathways can widen academic inequality and lower overall achievement.

Key mechanisms of tracking effects:

Tracking exists on a continuum. Since no grouping strategy benefits all students equally, district leaders must weigh trade-offs in light of local priorities and resources. Below are the studied outcomes from similar-proficiency (i.e., tracked) and mixed-proficiency (i.e., detracked) classrooms.

Similar-proficiency (i.e., tracked) classrooms enable more targeted instruction and can benefit both middle- and high-achieving students. But they also tend to widen achievement gaps, increase segregation, and can create negative self-perceptions for students in lower-achieving class sections.

Potential benefits of similar-proficiency (i.e., tracked) classrooms:

Potential drawbacks of similar-proficiency (i.e., tracked) classrooms:

Mixed-proficiency (i.e., detracked) classrooms offer all students access to rigorous coursework and more inclusive learning environments, but risk discouraging lower-achieving students and slowing progress for high-achieving students.

Potential benefits of mixed-proficiency (i.e., detracked) classrooms:

Potential drawbacks of mixed-proficiency (i.e., detracked) classrooms:

Effectively supporting a wide range of academic proficiency levels in one classroom requires teachers to have advanced skills, sufficient planning time, and access to strong instructional resources.

SUPPORTS: What instructional supports help students succeed in Algebra I, especially those who start behind?

Students learn best at their “learning edge,” the space between what they can accomplish independently and what they can do with expert support. The following practices help schools design instruction and support systems for Algebra I students with wide-ranging needs.

Extended or supplementary Algebra I instruction during the school day has been shown to improve both short-term achievement and long-term educational outcomes.

  • “Double-dose” Algebra gives students two math periods per day and has been shown to improve outcomes for underprepared students.
  • Staggered math blocks (i.e., not back-to-back) facilitate spaced practice, which improves student retention, though research is mixed on whether staggered or block scheduling is more effective overall. 
  • Trade-offs to increasing instructional time during the school day include high staffing costs and the potential for double-dosing math to crowd out student effort in other subjects or reduce access to electives that may be an important source of school engagement.

Tutoring, especially when delivered in small groups, multiple times per week, and during the school day, is one of the most effective academic interventions.

  • A meta-analysis of 21 RCTs found that math tutoring generates about a 10 percentile learning gain, on average, which is a large effect for an educational intervention.
  • Key features of high-impact tutoring include integration into the school day, data-informed instruction, a consistent, well-supported tutor, high-quality instructional materials, and delivery multiple times per week. 
  • In Chicago, 9th graders who were randomly assigned to receive high-impact tutoring outperformed their peers in double-dose Algebra on end-of-course exams. The study also found that providing Algebra I tutoring during the school day, either in an intervention block or in place of a “double dose” support elective, was more cost-effective than conventional “double dose.”
  • In Norway, providing small-group instruction with additional teachers in mixed-proficiency classes helped students across all skill levels.

Online platforms and GenAI tools offer the potential for personalized math instruction, but research on their effectiveness is still emerging.

  • Online tutoring is better than no tutoring, but it is generally less effective, though lower cost, than in-person tutoring.
  • Many online platforms (e.g., IXL, ALEKS) provide personalized instruction to students, but their effectiveness has generally not been independently evaluated. 
  • AI tools need clear guardrails and thoughtful implementation to be effective. One study found that students who used an AI chatbot for high school math tutoring learned less than students without any assistance because the “tutor” was used as a crutch in place of engaged student practice. However, students who received “hints-only” from a chatbot had greater gains than those with human tutors, despite the chatbot’s frequent errors.
  • GenAI also shows promise for real-time coaching of online tutors in Algebra I. A randomized trial of Tutor CoPilot, a low-cost human-AI coaching tool, found that it helped tutors use more effective teaching strategies and improved student mastery, especially for lower-rated tutors.

Summer bridge programs can help students build the skills and confidence needed for success in Algebra I, though evidence of their effectiveness is limited.

More to learn: Districts are testing a range of additional strategies to improve Algebra I access and support, though most lack systematic evaluation. Examples include: paying students to participate in Algebra I remediation, offering innovative models like a two-year Algebra I course, universal pre-Algebra in grades 6–7, compressing grades 6-8 Common Core material to facilitate 8th grade Algebra I, summer school Algebra I as an alternative to a yearlong course, and simultaneous enrollment in 8th-grade math and Algebra I and/or Algebra I and Geometry to accelerate students without compressing content.

Practices to Avoid

Policy shifts that either delay Algebra I for all students or accelerate them without strong, integrated supports are unlikely to meet the diverse learning needs of students.

  • Placing all students in the same math course at the same time aims to prevent disparities by race, class, and gender. However, universal early or delayed Algebra I has not reduced long-standing gaps in high school math attainment and can lower overall achievement
  • A more effective approach strikes a balance between broad access and content mastery. This likely requires varied entry points based on student readiness or significant (and often costly) investments in differentiation and instructional support.

Algebra I policies that are evaluated solely on pass rates overlook their longer-term impact on math achievement, course progression, and readiness for postsecondary success.

A narrow focus on Algebra I as a measure of math success ignores other key factors, such as early preparation, later coursework, and long-term college readiness.

  • Improving K-5 math instruction is central to preparing a wider group of students to succeed in Algebra I by 9th grade. 
  • In many states, graduation requirements do not extend beyond Algebra II, which can leave students underprepared for college-level math unless schools actively encourage continued coursework through 12th grade. Additionally, studies have found that taking math as a senior may ease the high school to college transition.
  • Despite its centrality to K-12 math debates, research on the comparative value of high school Calculus versus Statistics is limited. A recent study of Texas high school graduates shows that both provide opportunities for students to thrive in college and career. While high school AP Calculus AB students were more likely to pursue STEM degrees and attend selective universities than AP Statistics students, they did not earn higher incomes.

Proficiency-based placement into Algebra I can unintentionally lock students into rigid groups across subjects, which amplifies the negative consequences of tracking for social integration.

  • Master scheduling often groups students across subjects based on their math placement, limiting valuable cross-class friendships and access to broader learning experiences. Districts can counter rigidity by offering “level-up” opportunities, such as allowing successful 8th-grade math students to take Algebra I and Geometry concurrently in 9th grade.
  • Early Algebra I is sometimes seen as a “status symbol,” driving parent intervention and placement decisions based on prestige rather than readiness. Therefore, placement decisions that are framed as responsive to students’ current math learning needs rather than judgments of overall intelligence or academic worth help reduce stigma and support more effective, tailored instruction.

This EdResearch for Action Project brief is a collaboration among:

Funding for this research was provided by the Bill & Melinda Gates Foundation. The findings and conclusions contained within are those of the authors and do not necessarily reflect positions or policies of the foundation.

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