This paper aims to provide an overview of the outcomes of the test-based promotion policy for the federal state Florida, introduced in 2002. The first chapter will deal with specific features of Florida’s test-based promotion policy, followed by the research design that was used by Schwerdt and West (2013) to evaluate the program. Afterwards, estimation results and the treatment effect are discussed, including results of Chicago’s test-based promotion policy to compare the findings of different studies.
Table of Contents
1. Introduction
2. Specification of Florida’s Retention Policy
2.1 Provision of Remedial Services
2.2 Promotion through Exemptions
2.3 Developmental Scale Scores
3. Evaluation Method: Fuzzy Regression Discontinuity Design
3.1 Application of the Fuzzy RDD in Florida
3.2 Graphical Illustration
3.3 Bandwidth Choice
3.4 Exclusion of the Manipulation of Test Scores
4. Estimation Setup and Treatment Effect
4.1 Linear Probability Model and Two Stage Least Squares
4.2 Composition of the Treatment Effect
4.2.1 Summer School Attendance
4.2.2 Assignment to a High-Quality Teacher
4.2.3 Incentive Effects
4.3 Comparison: Chicago’s Accountability Policy
5. Conclusion
Research Objectives and Topics
This paper aims to provide a comprehensive evaluation of Florida's test-based promotion policy implemented in 2002. It investigates the academic outcomes of students retained in the third grade compared to those promoted under the former social promotion system, utilizing quasi-experimental research designs to determine the efficacy of the policy.
- Analysis of Florida’s test-based retention policy and associated remedial services.
- Evaluation methodology using Fuzzy Regression Discontinuity Design (RDD).
- Assessment of the treatment effect components, including summer school and teacher quality.
- Comparative study between Florida’s policy and Chicago’s accountability framework.
- Discussion of potential long-term impacts and policy implications.
Excerpt from the Book
3.1 Application of the Fuzzy RDD in Florida
Regarding the test-based promotion policy of Florida, by using a sharp design only the test score is the variable which assigns students into the treatment group. However, as stated in Chapter 2.2, a student can get “denied” from the treatment group, because of a good cause exemption. Therefore, a student who scores below the threshold can nevertheless be promoted. As a result, the fuzzy design leads to an instrumental variable approach (Angrist/Pischke 2009) to determine the treatment in consequence of the exemption possibility. Students who get promoted to the next grade serve directly as the counterfactual outcome, respectively the control group.
Lee and Lemieux (2010) state that the regression discontinuity design is as good as a randomized experiment and van der Klaauw (2008) confirms, that even though assignment in a RD design is per definition not random, there is still knowledge about the assignment rule, thus generating an approximate random assignment around the cut-off point. This is a benefit to the research design, since test-based promotion policy solves to some extent the selection problem. But it should be noted that, as stated in Chapter 2.2, a not inconsiderable small fraction of students were exempted without a good reason to it. Therefore, subjectivity due to the assignment rule cannot be excluded completely, but is still way smaller than under social promotion.
Thus, the RDD estimation is only applicable to the subpopulation of individuals at the threshold, which means that it suffers external validity. However, in the Schwerdt and West (2013) study this is not so much of a drawback. Even in a narrow margin around the cut-off still 74,674 students are available due to the rich data set, yielding representative results.
Summary of Chapters
1. Introduction: This chapter outlines the purpose of the paper, focusing on the evaluation of Florida's test-based promotion policy and the transition from social promotion.
2. Specification of Florida’s Retention Policy: The chapter details the mechanics of Florida's policy, specifically remedial services, exemption criteria, and the use of Developmental Scale Scores.
3. Evaluation Method: Fuzzy Regression Discontinuity Design: This section explains the chosen methodology, justifying the use of Fuzzy RDD to account for non-random assignment due to exemptions.
4. Estimation Setup and Treatment Effect: The chapter provides the mathematical framework for the analysis and evaluates the individual impact of services like summer school and teacher quality.
5. Conclusion: The paper summarizes the findings, highlighting the short-term academic gains of retention while acknowledging the need for long-term outcome analysis.
Keywords
Florida, Test-based promotion, Grade retention, Fuzzy Regression Discontinuity Design, FCAT, Remedial services, Student outcomes, Academic performance, Instrumental variable, Social promotion, Accountability, Summer school, Teacher quality, Education policy, Educational economics
Frequently Asked Questions
What is the fundamental focus of this term paper?
The paper evaluates the outcomes of Florida’s test-based promotion policy, specifically looking at how retaining students in the third grade based on FCAT scores affects their long-term academic performance compared to social promotion.
What are the primary thematic areas covered?
The core themes include the specific policy design in Florida, the use of Fuzzy Regression Discontinuity Design (RDD) for evaluation, the role of remedial interventions, and a comparative analysis with Chicago’s accountability policy.
What is the primary objective of this research?
The primary goal is to determine if grade retention actually improves student achievement or if it is detrimental, using quasi-experimental methods to draw valid conclusions from observational data.
Which scientific methodology is employed?
The research relies on the Fuzzy Regression Discontinuity Design (RDD) and a Two Stage Least Squares (2SLS) instrumental variable approach to solve endogeneity issues arising from the policy’s exemption rules.
What aspects are discussed in the main body?
The main body examines the structure of Florida's retention policy, explains the statistical methods used to isolate the treatment effect, and decomposes the impact of remedial services such as summer school and teacher quality.
Which keywords best characterize this work?
Key terms include Florida, test-based promotion, grade retention, Fuzzy RDD, FCAT, remedial services, educational economics, and academic outcomes.
How does the "Fuzzy" RDD differ from a "Sharp" RDD in this context?
In a Sharp RDD, the test score perfectly determines the treatment. In this "Fuzzy" application, students below the threshold can still be promoted due to exemptions, meaning the score only influences the probability of being retained rather than guaranteeing it.
Does the paper consider the impact of teacher quality on retention outcomes?
Yes, Chapter 4.2.2 explores whether being assigned to a high-quality teacher during the retained year significantly drives the observed treatment effect, though it notes that such effects are difficult to isolate from other remediation factors.
- Citar trabajo
- Philipp Leppert (Autor), 2014, Florida's Test-Based Promotion Policy. How Does Retention Affect Students' Academic Performance?, Múnich, GRIN Verlag, https://www.grin.com/document/309837
