Profiles of Tutoring

Descriptions and Costs of 25 High-Dosage Tutoring Models as Implemented in 2023–2024 School Year


Map showing states where the program has been implemented: California, New Mexico, Georgia, Florida, South Carolina, North Carolina, and Illinois

Tutoring has been a widely used strategy in addressing the “unfinished learning” still remaining after the COVID-19 pandemic, learning loss that has affected students differently across racial, ethnic, geographic, and socioeconomic lines. The Personalized Learning Initiative (PLI), led by the University of Chicago Education Lab in partnership with MDRC, seeks to explore how schools can deliver high-dosage tutoring (HDT) on a large scale in a cost-efficient and sustainable way. High-dosage tutoring is defined as consistently scheduled tutorials during the school day in which students work with a trained tutor in small groups (for example, four students to one tutor) at least three times per week. PLI includes tests of both traditional and lower-cost tutoring models, which it calls “sustainable high-dosage tutoring” (SHDT), with eight school systems across the country: Chicago Public Schools, Fulton County Schools (Georgia), New Mexico Public Education Department, Miami-Dade County Public Schools, Greenville Public Schools (South Carolina), Winston-Salem/Forsyth County Schools (North Carolina), Guilford County Schools (North Carolina), and Rocketship Public Charter Schools (California).

PLI implemented and is studying 25 tutoring programs in these eight systems. Programs were defined primarily by their:

  • Geographic location
  • Delivery mode: virtual or in-person
  • Subject: math or English language arts (ELA)
  • School level: elementary school, middle school, or high school

The study is therefore uniquely positioned to describe the wide variation in how school systems designed and implemented tutoring programs in response to their own local contexts, including their particular opportunities and constraints. Descriptions of these models also provide important context for interpreting impact results and help practitioners identify which tutoring options might be more easily expanded in a given setting.

Use the filters below to explore each of the 25 PLI tutoring programs. two-page infographic for each program presents information about program design compared with actual implementation, program features (amount of tutoring, staffing, and format), and a standardized, 30-week cost estimate. The sections below the infographics summarize insights on implementation patterns observed across the models.

Document Details

Publication Type
Issue Focus
Date
July 2026
Davis, Rebecca, Barbara Condliffe, Shira Kolnik Mattera, and Jean Grossman. 2026. “Profiles of Tutoring: Descriptions and Costs of 25 High-Dosage Tutoring Models as Implemented in 2023–2024 School Year.” New York: MDRC.

Filter PLI Tutoring Programs

Chicago’s Elementary ELA HDT Program

ELA
Elementary School
In Person
HDT

Chicago’s High School Math HDT Program

Math
High School
In Person
HDT

Chicago’s High School Math SHDT Program

Math
High School
In Person
SHDT

Chicago’s Middle School Math HDT Program

Math
Middle School
In Person
HDT

Chicago’s Middle School Math SHDT Program

Math
Middle School
In Person
SHDT

Fulton’s Elementary ELA HDT Program

ELA
Elementary School
In Person
HDT

Fulton’s Elementary ELA SHDT Program

ELA
Elementary School
In Person
SHDT

Fulton’s Elementary Math HDT Program

Math
Elementary School
In Person
HDT

Fulton’s Elementary Math SHDT Program

Math
Elementary School
In Person
SHDT

Fulton’s High School Math HDT Program

Math
High School
In Person
HDT

Fulton’s High School Math SHDT Program

Math
High School
In Person
SHDT

Fulton’s Middle School Math HDT Program

Math
Middle School
In Person
HDT

Fulton’s Middle School Math SHDT Program

Math
Middle School
In Person
SHDT

Greenville’s Middle School Math HDT Program

Math
Middle School
Virtual
HDT

Greenville’s Middle School Math SHDT Program

Math
Middle School
SHDT

Guilford County’s Middle School Math HDT Program

Math
Middle School
In Person
HDT

Guilford County’s Middle School Math SHDT Program

Math
Middle School
In Person
SHDT

Miami’s Middle School Math HDT Program (Core Class)

Math
Middle School
In Person
HDT

Miami’s Middle School Math HDT Program (Foundational Class)

Math
Middle School
In Person
HDT

Miami’s Middle School Math SHDT Program

Math
Middle School
In Person
SHDT

New Mexico’s Middle School Math HDT Program

Math
Middle School
Virtual
HDT

Rocketship’s Elementary ELA HDT Program

ELA
Elementary School
In Person
HDT

Rocketship’s Elementary ELA SHDT Program

ELA
Elementary School
In Person
SHDT

Winston-Salem’s Middle School Math HDT Program

Math
Middle School
In Person
HDT

Winston-Salem’s Middle School Math SHDT Program

Math
Middle School
Virtual
SHDT

Document Details

Publication Type
Issue Focus
Date
April 2026