Curriculum-based Measurement as a Predictor of Iowa Test of Basic Skills Performance of Third-grade Students

Curriculum-based Measurement as a Predictor of Iowa Test of Basic Skills Performance of Third-grade Students
Author: Kristi R. Cabe
Publisher:
Total Pages: 102
Release: 2005
Genre: Academic achievement
ISBN:

"The purpose of this study was to evaluate whether Curriculum-Based Measurement (CBM) Reading and Math Computation measures predicted Iowa Test of Basic Skills (ITBS) Reading and Math performance for third-grade students. Regression analyses indicated that Words Read Correctly on CBM Reading measures and Correct Digits on CBM Math Computation measures predicted ITBS Reading and Math performance, respectively. Exploratory Pearson correlations indicated that most CBM metrics were significantly associated with both Reading and Math ITBS performance"--Document.

The Contribution of Mathematics Instructional Quality and Class Size to Student Achievement for Third Grade Students from Low Income Families

The Contribution of Mathematics Instructional Quality and Class Size to Student Achievement for Third Grade Students from Low Income Families
Author: Eileen G. Merritt
Publisher:
Total Pages: 11
Release: 2011
Genre:
ISBN:

Classroom observational measures can provide information about high quality student-teacher interactions, allowing researchers to consider the impacts of these practices on student outcomes. Such measures can take a "process-oriented approach" that considers the nature of interactions between teachers and students, such as the sensitivity of teachers' interactions with students, teachers' effective management of the classroom, and the depth of instruction and quality of feedback given to students--all processes that have been linked to achievement gains (Pianta, Belsky, Houts & Morrison, 2007; Pianta & Hamre, 2009; Ponitz, Rimm-Kaufman, Brock & Nathanson, 2009). Alternatively, observational measures can take a "domain-specific approach" that considers teachers' practices that support information processing in specific subject-areas, such as mathematical problem solving. Seidel and Shavelson conducted a recent meta-analysis that examined the effects of teaching on student learning, considering both domain-specific and process-oriented approaches to teaching in K-12 classrooms. They found that domain-specific processes had larger effects (d = 0.41) on cognitive outcomes in elementary classrooms than all other factors (Seidel & Shavelson, 2007). The present study combines process-oriented and domain specific approaches, using a newly developed measure: the Mathematics Scan (M-Scan) Measure of Mathematics Instructional Quality (Berry, Rimm-Kaufman, Ottmar, Walkowiak & Merritt, 2011). Three primary research questions guided the authors' analyses: (1) What is the contribution of mathematics instructional quality to achievement for low-income students? The authors hypothesized that mathematics instructional quality is a strong predictor of mathematics instructional quality for low-income students, even after controlling for prior achievement, class-size, peer ability level, teachers' experience, and teachers' content knowledge, (2) What is the relative contribution of classroom ability level beyond classroom quality and class size in predicting achievement for low-income third grade students? The authors hypothesized that classroom ability level would contribute to achievement above and beyond mathematical instructional quality and other classroom factors, and (3) Does class size make a difference above and beyond instructional quality and classroom ability level in predicting achievement for low-income third grade students? Their hypothesis was that class size was significantly related to achievement above and beyond mathematics instructional quality and classroom ability level. This research reports the following findings: (1) The authors found that mathematical instructional quality was significantly related to third grade achievement for students from low-income families. For every one point higher a teacher scored on the M-Scan, students scored approximately 12 points higher on a third grade achievement test. Mathematical instructional quality explains 8% of the classroom level variance and 0.4% of the total variance in student achievement after controlling for student prior achievement, teachers' content knowledge, class size, classroom ability level, and teachers' experience level; (2) Results showed the classroom ability level was not a significant predictor of student achievement with all of the other variables in the model. This suggests that when students are offered the same level of instructional quality, teacher content knowledge, teacher experience, and have similar class sizes, the ability level of peers is not significant; and (3) Class size was a significant predictor of achievement for students from low-income families. For every 3 fewer students in a classroom, students scored 11 points higher on the third grade achievement test. Class size explained 28% of the classroom level variance and 3% of the total variance in achievement above and beyond the other variables in the model. Findings suggest the importance of mathematics instructional quality and smaller class size among students from families with low income. Interventions that support teacher improvement in standards-based mathematics may hold promise in efforts to reduce the achievement gap. Appended are: (1) References, and (2) Tables and figures.

Using Mathematics Curriculum Based Measurement as an Indicator of Student Performance on State Standards

Using Mathematics Curriculum Based Measurement as an Indicator of Student Performance on State Standards
Author: Linda D. Hall
Publisher:
Total Pages:
Release: 2010
Genre:
ISBN:

Math skills are essential to daily life, impacting a person's ability to function at home, work, and in the community. Although reading has been the focus in recent years, many students struggle in math. The inability to master math calculation and problem solving has contributed to the rising incidence of student failure, referrals for special education evaluations, and dropout rates. Studies have shown that curriculum based measurement (CBM) is a well-established tool for formative assessment, and could potentially be used for other purposes such as a prediction of state standards test scores, however to date there are limited validity studies between mathematics CBM and standard-based assessment. This research examined a brief assessment that reported to be aligned to national curriculum standards in order to predict student performance on state standards-based mathematics curriculum, identify students at-risk of failure, and plan instruction. Evidence was gathered on the System to Enhance Educational Performance Grade 3 Focal Mathematics Assessment Instrument (STEEP3M) as a formative, universal screener. Using a sample of 337 students and 22 instructional staff, four qualities of the STEEP3M were examined: a) internal consistency and criterion related validity (concurrent); b) screening students for a multi-tiered decision-making process; c) utility for instructional planning and intervention recommendations; and d) efficiency of administration, scoring, and reporting results which were the basis of the four research questions for this study. Several optimized solutions were generated from Receiver Operator Curve (ROC) statistical analysis; however none demonstrated that the STEEP3M maximized either sensitivity or specificity. In semi-structured interviews teachers reported that they would consider using the STEEP3M, however only as a part of a decision-making rubric along with other measures. Further, teachers indicated that lessons are developed before the school year starts, more in response to the sequence of the state standards than to students' needs. While the STEEP3M was sufficiently long enough for high-stakes or criterion-referenced decisions, this study found that the test does not provide sufficient diagnostic information for multi-tiered decision-making for intervention or instructional planning. Although practical and efficient to administer, the conclusions of this study show the test does not provide sufficient information on the content domain and does not accurately classify students in need of assistance.

Do 3rd Grade Math Scores Determine Students' Futures? A Statewide Analysis of College Readiness and the Income Achievement Gap

Do 3rd Grade Math Scores Determine Students' Futures? A Statewide Analysis of College Readiness and the Income Achievement Gap
Author: Dorothyjean Cratty
Publisher:
Total Pages: 0
Release: 2014
Genre:
ISBN:

This study explores the relationship between large, early income-achievement gaps and subsequent low rates of college readiness in mathematics among low-income high school students. Within-school course taking patterns in math are examined for the same students from 3rd through 12th grade, conditional on previous grade math scores and socioeconomic status, using detailed, statewide longitudinal data. The study asks the following at each grade level: i) are advanced classes identifiable within schools; ii) conditional on previous scores, do students in these classes advance faster; and iii) conditional on previous scores, are these classes more likely to be assigned to one group than another? Together, the findings indicate that, in terms of college readiness opportunities, it is better to be a low-performing high-income student than a high-performing low-income student, at every grade level, and that the share of students in each of these categories is quite large in most schools.