Math Recovery
Study: Smith et al. (2007)
Summary
Math Recovery (MR) is an early intervention program designed to change the long-term mathematical development of initially low-performing children. The program identifies children who are falling behind in mathematics and provides intensive one-to-one tutoring designed to help them “catch up” to their higher performing peers. Although targeted for first grade, the diagnostic assessments can be applied K-5. The MR program comprises both an elaborated body of theory and research-based strategies for supporting the development of children’s numerical reasoning, and an innovative set of techniques for supporting instructors’ acquisition and use of this knowledge to work effectively with children. The developers of MR have codified this knowledge in a Learning Framework and an Instructional Framework that instructors use to assess children’s arithmetical knowledge and tailor instruction to their current levels of arithmetical reasoning. MR tutoring is diagnostic rather than scripted in nature and is consistent with current theory and evidence on effective mathematics teaching. Instructors are expected to select instructional tasks and to adjust probes and questions as informed by their initial and ongoing assessment of students’ numerical competence. The MR program can be implemented with virtually any curricula as the 12-month teacher development program is grounded in gaining a deep understanding of the teaching and learning of elementary mathematics.
- Target Grades:
- K, 1, 2, 3, 4, 5
- Target Populations:
-
- Any student at risk for academic failure
- Area(s) of Focus:
-
- Computation
- Concepts and/or word problems
- Algebra
- Where to Obtain:
- US Math Recovery Council
- 510 Lone Oak Road, Suite 600
- 952-683-1521
- www.mathrecovery.org
- Initial Cost:
- Contact vendor for pricing details.
- Replacement Cost:
- Contact vendor for pricing details.
-
There are no per-student costs. The cost of the program is the professional development for the Intervention Specialist. The Math Recovery Intervention Specialist professional development program includes two (2) weeks of course work, three additional individual on-site coaching sessions and / or distance video-coaching , and three (3) facilitated collegial team meetings. The program includes a detailed understanding of the Learning Framework in Number and the Instructional Framework in Early Number. It incorporates a powerful staff development model that builds communities of practice for teachers, leader/trainers and coaching teams. The cost of the Math Recovery Intervention Specialist 12-month course is Math Recovery Teacher Specialist is $5500 per person, with discounts for additional teachers from the same district. The fees include: Access to Math Recovery tools and copyrighted material; Assessment and teaching kits, textbooks and program handbooks; All travel and consulting costs for on-site coaching; Membership to the US Math Recovery Council for two years. Each coaching session is individualized to meet the needs of the instructor, giving insight to specific issues that arise as the instructor begins to work with students. The MR tutoring program is personalized for each child and highly interactive. The instructor is trained to meet the child at his or her current level of math understanding and provides specific activities to raise the child’s ability.
- Staff Qualified to Administer Include:
-
- Special Education Teacher
- General Education Teacher
- Reading Specialist
- Math Specialist
- EL Specialist
- Interventionist
- Student Support Services Personnel (e.g., counselor, social worker, school psychologist, etc.)
- Training Requirements:
- 12 month PD course with onsite mentoring
-
The Math Recovery Intervention Specialist training is 10 days of face to face instruction with a trained Math Recovery Leader. The Specialist receives 5 individual coaching sessions over the course of the year training
The math recovery assessments and teaching exemplars were created as part of a 3 year study (1992-1995) funded by the Australian Research Council. Twenty teachers working in 18 Australian primary schools participated in videotaped teaching and assessment episodes followed by discussion with principal researcher Robert Wright. The result of this study were two books currently used as a part of the Math Recovery Intervention Specialist training, Math Recovery assessments, teaching procedures and models for analyzing student performance on the assessments.
- Access to Technical Support:
- Ongoing support is provided through Regional Leaders as well as through web resources, the National Conference and Annual Summer Institute
- Recommended Administration Formats Include:
-
- Individual students
- Small group of students
- Minimum Number of Minutes Per Session:
- 30
- Minimum Number of Sessions Per Week:
- 4
- Minimum Number of Weeks:
- 12
- Detailed Implementation Manual or Instructions Available:
- Yes
- Is Technology Required?
-
- Computer or tablet
- Internet connection
- Other technology: The program requires a video camera to record the tutoring sessions for subsequent analysis. A computer is required for playback, to compile data for lesson plans and to create an assessment and teaching case study incorporating video clips. A computer camera is required for video conferences. After the training period, video cameras are used to record and analyze student performance.
Program Information
Descriptive Information
Please provide a description of program, including intended use:
Math Recovery (MR) is an early intervention program designed to change the long-term mathematical development of initially low-performing children. The program identifies children who are falling behind in mathematics and provides intensive one-to-one tutoring designed to help them “catch up” to their higher performing peers. Although targeted for first grade, the diagnostic assessments can be applied K-5. The MR program comprises both an elaborated body of theory and research-based strategies for supporting the development of children’s numerical reasoning, and an innovative set of techniques for supporting instructors’ acquisition and use of this knowledge to work effectively with children. The developers of MR have codified this knowledge in a Learning Framework and an Instructional Framework that instructors use to assess children’s arithmetical knowledge and tailor instruction to their current levels of arithmetical reasoning. MR tutoring is diagnostic rather than scripted in nature and is consistent with current theory and evidence on effective mathematics teaching. Instructors are expected to select instructional tasks and to adjust probes and questions as informed by their initial and ongoing assessment of students’ numerical competence. The MR program can be implemented with virtually any curricula as the 12-month teacher development program is grounded in gaining a deep understanding of the teaching and learning of elementary mathematics.
The program is intended for use in the following age(s) and/or grade(s).
Age 3-5
Kindergarten
First grade
Second grade
Third grade
Fourth grade
Fifth grade
Sixth grade
Seventh grade
Eighth grade
Ninth grade
Tenth grade
Eleventh grade
Twelth grade
The program is intended for use with the following groups.
Students with learning disabilities
Students with intellectual disabilities
Students with emotional or behavioral disabilities
English language learners
Any student at risk for academic failure
Any student at risk for emotional and/or behavioral difficulties
Other
If other, please describe:
ACADEMIC INTERVENTION: Please indicate the academic area of focus.
Early Literacy
Alphabet knowledge
Phonological awareness
Phonological awarenessEarly writing
Early decoding abilities
Other
If other, please describe:
Language
Grammar
Syntax
Listening comprehension
Other
If other, please describe:
Reading
Phonics/word study
Comprehension
Fluency
Vocabulary
Spelling
Other
If other, please describe:
Mathematics
Concepts and/or word problems
Whole number arithmetic
Comprehensive: Includes computation/procedures, problem solving, and mathematical concepts
Algebra
Fractions, decimals (rational number)
Geometry and measurement
Other
If other, please describe:
Writing
Spelling
Sentence construction
Planning and revising
Other
If other, please describe:
BEHAVIORAL INTERVENTION: Please indicate the behavior area of focus.
Externalizing Behavior
Verbal Threats
Property Destruction
Noncompliance
High Levels of Disengagement
Disruptive Behavior
Social Behavior (e.g., Peer interactions, Adult interactions)
Other
If other, please describe:
Internalizing Behavior
Anxiety
Social Difficulties (e.g., withdrawal)
School Phobia
Other
If other, please describe:
Acquisition and cost information
Where to obtain:
- Address
- 510 Lone Oak Road, Suite 600
- Phone Number
- 952-683-1521
- Website
- www.mathrecovery.org
Initial cost for implementing program:
- Cost
- Unit of cost
Replacement cost per unit for subsequent use:
- Cost
- Unit of cost
- Duration of license
Additional cost information:
Describe basic pricing plan and structure of the program. Also, provide information on what is included in the published program, as well as what is not included but required for implementation (e.g., computer and/or internet access)
There are no per-student costs. The cost of the program is the professional development for the Intervention Specialist. The Math Recovery Intervention Specialist professional development program includes two (2) weeks of course work, three additional individual on-site coaching sessions and / or distance video-coaching , and three (3) facilitated collegial team meetings. The program includes a detailed understanding of the Learning Framework in Number and the Instructional Framework in Early Number. It incorporates a powerful staff development model that builds communities of practice for teachers, leader/trainers and coaching teams. The cost of the Math Recovery Intervention Specialist 12-month course is Math Recovery Teacher Specialist is $5500 per person, with discounts for additional teachers from the same district. The fees include: Access to Math Recovery tools and copyrighted material; Assessment and teaching kits, textbooks and program handbooks; All travel and consulting costs for on-site coaching; Membership to the US Math Recovery Council for two years. Each coaching session is individualized to meet the needs of the instructor, giving insight to specific issues that arise as the instructor begins to work with students. The MR tutoring program is personalized for each child and highly interactive. The instructor is trained to meet the child at his or her current level of math understanding and provides specific activities to raise the child’s ability.Program Specifications
Setting for which the program is designed.
Small group of students
BI ONLY: A classroom of students
If group-delivered, how many students compose a small group?
3-4Program administration time
- Minimum number of minutes per session
- 30
- Minimum number of sessions per week
- 4
- Minimum number of weeks
- 12
- If intervention program is intended to occur over less frequently than 60 minutes a week for approximately 8 weeks, justify the level of intensity:
Does the program include highly specified teacher manuals or step by step instructions for implementation?- Yes
BEHAVIORAL INTERVENTION: Is the program affiliated with a broad school- or class-wide management program?-
If yes, please identify and describe the broader school- or class-wide management program: -
Does the program require technology? - Yes
-
If yes, what technology is required to implement your program? -
Computer or tablet
Internet connection
Other technology (please specify)
If your program requires additional technology not listed above, please describe the required technology and the extent to which it is combined with teacher small-group instruction/intervention:
The program requires a video camera to record the tutoring sessions for subsequent analysis. A computer is required for playback, to compile data for lesson plans and to create an assessment and teaching case study incorporating video clips. A computer camera is required for video conferences. After the training period, video cameras are used to record and analyze student performance.
Training
- How many people are needed to implement the program ?
Is training for the instructor or interventionist required?- Yes
- If yes, is the necessary training free or at-cost?
- At-cost
Describe the time required for instructor or interventionist training:- 12 month PD course with onsite mentoring
Describe the format and content of the instructor or interventionist training:- The Math Recovery Intervention Specialist training is 10 days of face to face instruction with a trained Math Recovery Leader. The Specialist receives 5 individual coaching sessions over the course of the year training
What types or professionals are qualified to administer your program?
General Education Teacher
Reading Specialist
Math Specialist
EL Specialist
Interventionist
Student Support Services Personnel (e.g., counselor, social worker, school psychologist, etc.)
Applied Behavior Analysis (ABA) Therapist or Board Certified Behavior Analyst (BCBA)
Paraprofessional
Other
If other, please describe:
Teaching experience preferred, but not required.- Does the program assume that the instructor or interventionist has expertise in a given area?
-
No
If yes, please describe:
Are training manuals and materials available?- Yes
-
Describe how the training manuals or materials were field-tested with the target population of instructors or interventionist and students: - The math recovery assessments and teaching exemplars were created as part of a 3 year study (1992-1995) funded by the Australian Research Council. Twenty teachers working in 18 Australian primary schools participated in videotaped teaching and assessment episodes followed by discussion with principal researcher Robert Wright. The result of this study were two books currently used as a part of the Math Recovery Intervention Specialist training, Math Recovery assessments, teaching procedures and models for analyzing student performance on the assessments.
Do you provide fidelity of implementation guidance such as a checklist for implementation in your manual?-
Can practitioners obtain ongoing professional and technical support? -
Yes
If yes, please specify where/how practitioners can obtain support:
Ongoing support is provided through Regional Leaders as well as through web resources, the National Conference and Annual Summer Institute
Summary of Evidence Base
- Please identify, to the best of your knowledge, all the research studies that have been conducted to date supporting the efficacy of your program, including studies currently or previously submitted to NCII for review. Please provide citations only (in APA format); do not include any descriptive information on these studies. NCII staff will also conduct a search to confirm that the list you provide is accurate.
Study Information
Study Citations
Smith, T., Cobb, P., Farran, D., Cordray, D., Munter, C. & Dunn, A. (2007). Evaluating Math Recovery: Evaluating the Causal Impact of Math Recovery on Student Achievement. Vanderbilt University.
Participants
- Describe how students were selected to participate in the study:
- A 10-minute interview was conducted where each first grade student was asked to complete eight tasks. The tasks included counting visual objects, forward and backward number sequence, numeral identification and sequencing and elementary addition and subtraction. In addition, each student completed Woodcock Johnson III math tests including Math Fluency, Applied Problems, Quantitative Concepts and Math Reasoning instruments.
- Describe how students were identified as being at risk for academic failure (AI) or as having emotional or behavioral difficulties (BI):
- Those students that scored in the twenty-fifth percentile or below in both the MR and the WJIII protocols were identified as at-risk for academic failure.
-
ACADEMIC INTERVENTION: What percentage of participants were at risk, as measured by one or more of the following criteria:
- below the 30th percentile on local or national norm, or
- identified disability related to the focus of the intervention?
- %
-
BEHAVIORAL INTERVENTION: What percentage of participants were at risk, as measured by one or more of the following criteria:
- emotional disability label,
- placed in an alternative school/classroom,
- non-responsive to Tiers 1 and 2, or
- designation of severe problem behaviors on a validated scale or through observation?
- %
- Specify which condition is the submitted intervention:
- The students in the treatment group received 4 to 5 one-on-one tutoring sessions for 12 weeks from tutors trained in the Math Recovery method.
- Specify which condition is the control condition:
- The control group received normal classroom instruction with no tutoring.
- If you have a third, competing condition, in addition to your control and intervention condition, identify what the competing condition is (data from this competing condition will not be used):
Using the tables that follow, provide data demonstrating comparability of the program group and control group in terms of demographics.
Grade Level
Demographic | Program Number |
Control Number |
Effect Size: Cox Index for Binary Differences |
---|---|---|---|
Age less than 1 | |||
Age 1 | |||
Age 2 | |||
Age 3 | |||
Age 4 | |||
Age 5 | |||
Kindergarten | |||
Grade 1 | 100.0% | 100.0% | 0.00 |
Grade 2 | |||
Grade 3 | |||
Grade 4 | |||
Grade 5 | |||
Grade 6 | |||
Grade 7 | |||
Grade 8 | |||
Grade 9 | |||
Grade 10 | |||
Grade 11 | |||
Grade 12 |
Race–Ethnicity
Demographic | Program Number |
Control Number |
Effect Size: Cox Index for Binary Differences |
---|---|---|---|
African American | |||
American Indian | |||
Asian/Pacific Islander | |||
Hispanic | |||
White | 56.6% | 50.7% | 0.15 |
Other | 43.1% | 49.3% | 0.15 |
Socioeconomic Status
Demographic | Program Number |
Control Number |
Effect Size: Cox Index for Binary Differences |
---|---|---|---|
Subsidized Lunch | 64.1% | 65.1% | 0.03 |
No Subsidized Lunch | 35.9% | 34.5% | 0.03 |
Disability Status
Demographic | Program Number |
Control Number |
Effect Size: Cox Index for Binary Differences |
---|---|---|---|
Speech-Language Impairments | |||
Learning Disabilities | |||
Behavior Disorders | |||
Emotional Disturbance | |||
Intellectual Disabilities | |||
Other | |||
Not Identified With a Disability |
ELL Status
Demographic | Program Number |
Control Number |
Effect Size: Cox Index for Binary Differences |
---|---|---|---|
English Language Learner | 12.5% | 15.9% | 0.15 |
Not English Language Learner | 87.5% | 84.1% | 0.15 |
Gender
Demographic | Program Number |
Control Number |
Effect Size: Cox Index for Binary Differences |
---|---|---|---|
Female | 54.8% | 53.5% | 0.02 |
Male | 45.2% | 46.5% | 0.02 |
Mean Effect Size
For any substantively (e.g., effect size ≥ 0.25 for pretest or demographic differences) or statistically significant (e.g., p < 0.05) pretest differences between groups in the descriptions below, please describe the extent to which these differences are related to the impact of the treatment. For example, if analyses were conducted to determine that outcomes from this study are due to the intervention and not demographic characteristics, please describe the results of those analyses here.
Design
- What method was used to determine students' placement in treatment/control groups?
- Random
- Please describe the assignment method or the process for defining treatment/comparison groups.
- By randomly assigning the students selected for participation in the study each year to one of the three treatment cohorts or the wait list, we can establish the essential characteristics of an experimental design
-
What was the unit of assignment? - Other
- If other, please specify:
- Teachers and Students
-
Please describe the unit of assignment: -
What unit(s) were used for primary data analysis? -
Schools
Teachers
Students
Classes
Other
If other, please specify:
-
Please describe the unit(s) used for primary data analysis:
Fidelity of Implementation
- How was the program delivered?
-
Individually
Small Group
Classroom
If small group, answer the following:
- Average group size
- Minimum group size
- Maximum group size
What was the duration of the intervention (If duration differed across participants, settings, or behaviors, describe for each.)?
- Weeks
- 11.00
- Sessions per week
- 5.00
- Duration of sessions in minutes
- 30.00
- What were the background, experience, training, and ongoing support of the instructors or interventionists?
- The tutors were trained for one year in the Math Recovery. The training consisted of two weeks of coursework with three additional on site coaching sessions or distance video coaching. The training program includes a detailed explanation of the Learning Framework in Number and the Instructional Framework in Early number. Each tutor was released from half of their classroom duties to administer the math tutoring program.
- Describe when and how fidelity of treatment information was obtained.
- Charles Munter conducted a separate Master’s Thesis to test the fidelity of the MR study against other instruments. The videos of 107 program subjects were studied by five experienced MR instructors. Each video was independently coded with an instrument designed for the study. The MR scores were then compared to scores on Woodcock Johnson III testing instruments.
- What were the results on the fidelity-of-treatment implementation measure?
- The results in the Thesis study showed a 0.84 correlation between the MR instructor’s scores and the Woodcock Johnson III instruments where a 1.0 would be perfect fidelity.
- Was the fidelity measure also used in control classrooms?
Measures and Results
Measures Broader :
Targeted Measure | Reverse Coded? | Reliability | Relevance | Exposure |
---|
Broader Measure | Reverse Coded? | Reliability | Relevance | Exposure |
---|
Administrative Data Measure | Reverse Coded? | Relevance |
---|
Targeted Measures (Full Sample)
Measure | Sample Type | Effect Size |
---|---|---|
Average across all targeted measures | Full Sample | -- |
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes. |
Broader Measures (Full Sample)
Measure | Sample Type | Effect Size |
---|---|---|
Average across all broader measures | Full Sample | -- |
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes. |
Administrative Measures (Full Sample)
Measure | Sample Type | Effect Size |
---|---|---|
Average across all admin measures | Full Sample | -- |
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes. |
Targeted Measures (Subgroups)
Measure | Sample Type | Effect Size |
---|---|---|
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes. |
Broader Measures (Subgroups)
Measure | Sample Type | Effect Size |
---|---|---|
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes. |
Administrative Measures (Subgroups)
Measure | Sample Type | Effect Size |
---|---|---|
* = p ≤ 0.05; † = Vendor did not provide necessary data for NCII to calculate effect sizes. |
- For any substantively (e.g., effect size ≥ 0.25 for pretest or demographic differences) or statistically significant (e.g., p < 0.05) pretest differences, please describe the extent to which these differences are related to the impact of the treatment. For example, if analyses were conducted to determine that outcomes from this study are due to the intervention and not pretest characteristics, please describe the results of those analyses here.
- Please explain any missing data or instances of measures with incomplete pre- or post-test data.
- If you have excluded a variable or data that are reported in the study being submitted, explain the rationale for exclusion:
- Describe the analyses used to determine whether the intervention produced changes in student outcomes:
- Throughout the program, students were observed by both intervention and outside MR tutors. The results
were plotted into a three tier hierarchical linear growth model to show increasing or decreasing learning
rates.
Additional Research
- Is the program reviewed by WWC or E-ESSA?
- E-ESSA
- Summary of WWC / E-ESSA Findings :
What Works Clearinghouse Review
This program was not reviewed by What Works Clearinghouse.
Evidence for ESSA
Program Outcomes: A large evaluation of Math Recovery found positive outcomes on Woodcock Johnson III Math Reasoning measures averaging an effect size of +0.30, in comparison to non-tutored students. The study was set up to be randomized, which would have qualified Math Recovery for the ESSA “Strong” category, but some students from the control group were moved into the experimental group during the study, making this a matched study and therefore qualifying for the ESSA “Moderate” category.
Number of Studies: 1
Average Effect Size: 0.31
- How many additional research studies are potentially eligible for NCII review?
- 0
- Citations for Additional Research Studies :
Data Collection Practices
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