Mathematics Meta-Analyses
 
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Regarding Scientifically Based Research Studies   The purpose of the Content Network's review tables is to organize the review teams' information regarding science research studies. The tables are works in progress; editing is in progress to streamline the data presention, and review teams are analyzing additional studies for inclusion. The table includes links to the teams' original reviews.

NCTM Mathematics Standards   The mathematics research reviews are organized around the mathematics standards from the National Council of Teacher of Mathematics. (NCTM). Column 5 of the table may identify relevant standards and topics, listed here, applicable to each research review.

 

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Algebra
Data Analysis and Probability
Geometry
Measurement
Numbers and Operations
Rev. June 06: Research Overviews (all overviews)
Pre-K through Grade 2 Overview
Grades 3 to 5 Overview
Grades 6 to 8 Overview
Fractions Overview
NCTM-Standards-Based Curricula K-12 Overview
Teaching with Problem-Based Instructional Tasks Overview
 
 

Pyramid illustrating rating levels.Reviewers' Ratings of Research   As explained in the Mathematics Summary page, selection of research for this database has emphasized studies meeting the definition of quality research as outlined in the federal No Child Left Behind legislation. Remember that ratings in column 2 apply to the research design, not to the quality of the intervention studied or how powerful the method, strategy, or approach is in influencing overall student achievement. Rating levels, as illustrated by the Gold Standard pyramid, are further defined on the Definitions page. The review tables below are arranged by column 2, Design Rating, with highest ratings first.

 
   
   
   

  

Study Author
& Title

Design Rating

Strategy, Subjects, Results
Description of
Strategy/Program

Misc.
Table information is abbreviated. Click "Read full review" links below for full citations of author and journal names and for details about the studies.

Study:
D. Bradby and A. Dykman

High Schools That Work and whole school reform: raising academic achievement completers through the reform of school practice

Read full review

math_meta_bradby

N/A

Strategy: Effects of High Schools That Work (HSTW) Practices on Student Achievement

Subjects: 424 high schools from the 650 high schools in the HSTW network. The students that attend these high schools are career oriented high school graduates.

Results: An increase in the percentage of students meeting the recommended curriculum and an increase in the amount of time students talked to teachers and counselors about high school plans had a positive effect on science, mathematics, and reading achievement.

Description: The study looked at six clusters representing key reform practices promoted by High Schools That Work (HSTW): curriculum standards, instructional goals, academic/vocational integration, guidance counseling, teacher practices, and work-based learning.

 

Study:
A. Ellington

A meta-analysis of the effects of calculators on students’ achievement and attitude levels in precollege mathematics classes

Read full review

math_meta_ellington

N/A

Strategy: The use of calculators in the mathematics classroom

Subjects: Students from Kindergarten to the 12th grade

Results: Mixed results were reported. When calculators were used in instruction only, operational skills and the ability to select appropriated problem-solving strategies improved for the treatment group, but there were no changes in students' computational skills. When calculators were part of testing and instruction, there was an improvement in the operational skills, computational skills, problem-solving skills, and skills necessary to understand mathematical concepts. Finally, students who used calculators while learning mathematics reported more positive attitudes toward mathematics than their non-calculator counterparts.

Description: This is a meta-analysis of 54 studies related to the use of calculators from 1983-2003. It examined the effect of calculators on students' acquisition of operational and problem-solving skills, as well as student attitudes toward mathematics.

 

Study:
D. Gijbels et al

Effects of problem-based learning (PBL): A meta-analysis from the angle of assessment

Read full review

math_meta_gijbels

N/A

Strategy: Problem-based learning (PBL)

Subjects: According to the criteria for inclusion, all the subjects of study had to be students in higher education. Each study had to be conducted in a real-life classroom or programmatic setting. Even though all areas of study were examined, all, but one of the 40 studies that met the criteria for inclusion, were in the domain of medical education.

Results: On the basis of 13 studies, students in PBL were better at the third level of the knowledge structure than were students in conventional classes. PBL has the most positive statistically significant effects when the focal constructs being assessed were at the second level – understanding principles that link concepts. In general, the effect of PBL differs according to the levels of the knowledge structure being measured.

Description: This study is beyond the range of K-12 education and focuses mainly on classes in the domain of medical education, however, this meta-analysis reported results from 40 studies about problem-based instruction in terms of assessment – a topic of interest to many K-12 educators. They investigated the influence of assessment on the reported effects of problem-based learning by applying Sugrue’s (1995) model of cognitive components of problem solving. Three levels of the knowledge structure that can be targeted by assessment of problem solving are used as the main independent variables: (a) the understanding of concepts, (b) the understanding of the principles that link concepts, and (c) the linking of concepts and principles to conditions and procedures for application.

 

Study:
Hurley.

Reviewing integrated science and mathematics: the search for evidence and definitions from new perspectives

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science_meta-hurley

N/A

Strategy: Mathematics and science integration
Results:
Not all approaches produced positive results and those that did produced greater gains in science than in mathematics. Two that produced highly significant results in science and slight gains in math were (1) instruction where either science or math was the major discipline and (2) instruction where science and mathematics had equal emphasis. Highly significant results in math and somewhat significant results in science were obtained when both were planned conceptually together but taught sequentially. Negative results were obtained when parallel concepts were planned and taught simultaneously. Slightly positive gains were obtained when science and math were taught partially together and partially as separate disciplines.

Description: Thirty-one studies, which represented a wide variety of configurations of integrated science and mathematics as a treatment, measured student achievements. The study grouped research by type of integration strategy, grade level, and by the decade in which the study was conducted. Studies covered the years from 1935 through 1997 and included several reform efforts and curriculum improvement projects.

 

 

Study:
P. Maccini and C. Hughes

Mathematics interventions for adolescents with learning disabilities

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math_meta_maccini

N/A

Strategy: Interventions for adolescents with LD requiring extensive remediation in mathematics

Subjects: 721 students, 590 students with LD, 12 to 20 years of age, representing the 6 th through 11 th grades. Modal age was 14 years and the modal grade was 9.

Results: The mathematics interventions for adolescents with learning disabilities cited in this meta-analysis used direct instruction, computer assisted instruction, and cognitive strategies to impact student achievement. Student gains in achievement were reported for the interventions studied. Booster sessions were also shown to be necessary to maintain strategy use.

Description: The purpose of this review was to identify mathematics interventions for students with learning disabilities (LD) that had appeared in a published, refereed journal from 1988 to 1995. The interventions were required to have an effect on students' mathematics performance.

 

Study:
P. Maccini and J. Gagnon

Best practices for teaching mathematics to secondary students with special needs.

Read full review

math_meta_maccini

New
Review

N/A

Strategy: Best practices for teaching mathematics to secondary students with special needs: advantages of the NCTM standards, instructional approaches and methods, adaptations and provisions on individualized education plans, and teaching methods to improve future NCTM standards implementation.

Subjects: Secondary students with LD or ED attending schools in Maryland.

Results: Educators provided recommendations in the areas of (1) instructional approaches and methods, (2) adaptations and provisions, and (3) teaching methods to improve future NCTM Standards implementation.

Description:
This review highlights both general education and special education teachers' perceptions of strategies and modifications determined to be effective when teaching mathematics to secondary students with learning disabilities (LD) and emotional/behavioral disorders (ED) in light of the goals of the NCTM Standards.

 

Study:
S. Miller, F. Butler, and K. Lee

Validated practices for teaching mathematics to students with learning disabilities: A review of literature

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math_meta_miller

N/A

Strategy: Validated Practices for Teaching Mathematics to Students with Learning Disabilities

Results: Some promising strategies were described, however, because of the small number of subjects, additional work will be needed to validate the results.

Description: This review selected fifty-four studies (published between 1988 and 1998) involving the effectiveness of mathematics instructional interventions for students with learning disabilities. The studies were divided into three categories: (1) computation and related instruction, (2) problem solving instruction, and (3) alternative delivery systems.

See Miller et al
table of studies

Study:
S. Reis et al

Why not let high ability students start school in January? The Curriculum Compacting study.

Read full review

math_meta_reis

New
Review

N/A

Strategy: Curriculum Compacting
Subjects: 783 gifted and talented students and 436 elementary teachers in twenty-seven school districts throughout the United States.
Results: Findings indicated that although teachers eliminated 50% of the regular curriculum for the gifted students, no differences in the out-of-level ITBS results were found in math computation, however, students in all treatment groups scored significantly higher in the math concepts post test than the control group.

Description: Curriculum compacting is an instructional technique that modifies a curriculum. In this study, the curriculum was compacted for high-ability students. Teachers identify area(s) in which students have strengths or proficiency, then identify the curricular materials students have not yet mastered and design a plan to achieve mastery at a pace commensurate with the students' abilities. Finally, teachers provide enrichment or acceleration opportunities.

 

Study:
E. Silver and M. K. Stein

THE QUASAR PROJECT: The “Revolution of the Possible” in mathematics instructional reform in urban middle schools

Read full review

math_meta_silver

N/A

Strategy: QUASAR (Quantitative Understanding: Amplifying Student Achievement and Reasoning)

Subjects: Initially, four middle schools (two schools added later), urban school districts. Schools ranged from small (300 students) to very large (about 1500 students). Half of the students were African American, about 1/3 are Latino, and about 1/8 are Caucasian. All Quasar schools primarily serve children who live in poverty.

Results: Gains for the treatment groups were reported in mathematical understanding, reasoning, and all mathematics content areas.

Description: This study reported on the QUASAR Project intervention in mathematical instruction to promote thinking, reasoning, problem solving, and communication in economically disadvantaged middle schools.

 

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Note: The Iowa Department of Education does not recommend the adoption of any program, strategy, practice or routine reviewed on this site. Information on this site should be viewed as information for use by districts and staff development providers as they plan staff development programs aimed at increasing the achievement of all their students.

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Path: State of Iowa > Educate > PK-12 Education > Educator Quality > Professional Development > Iowa Professional Development for Student Achievement > Content Network > Mathematics Meta-analyses

Updated June 11, 2006 (dg)

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 * When effect sizes are averaged the results are more prone to error.