A Note on Student Academic Performance

ABSTRACT This study compares the educational performance of both highly rural and highly urban area students to students from areas of moderate population density. The results suggest (1) that students from both highly rural and highly urban areas perform similarly, but less well, in terms of educational achievement than students from moderate areas, and (2) that empirical studies of student educational performance should include measures of both cognitive skills and educational market competition as explanatory variables. The policy implications of this research include our recommendation that policymakers consider students from highly urban areas to be subjects of concern similar to students from highly rural areas in attempts to affect expected student achievement. Implications also include our recommendation that policymakers recognize that competitive educational market systems that allow educational consumers greater choice in the acquisition of educational services are those systems within which student academic achievement is higher.     

Schooling Resources, Educational Institutions and Student Performance: the International Evidence

This paper estimates the effects of family background, resources and institutions on mathematics and science performance using an international database of more than 260,000 students from 39 countries which includes extensive background information at the student, teacher, school and system level. The student-level estimations show that international differences in student performance cannot be attributed to resource differences but are considerably related to institutional differences. Among the many institutions which combine to yield major positive effects on student performance are centralized examinations and control mechanisms, school autonomy in personnel and process decisions, individual teacher influence over teaching methods, limits to teacher unions' influence on curriculum scope, scrutiny of students' achievement and competition from private schools.     

Closing schools in a shrinking district: Do student outcomes depend on which schools are closed?

In the last decade, many cities around the country have needed to close schools due to declining enrollments and low achievement. School closings raise concerns about the possible negative impacts on student achievement, neighborhoods, families, and teaching staff. This study examines an anonymous urban district that, faced with declining enrollment, chose to make student achievement a major criterion in determining which schools would be closed. The district targeted low-performing schools in its closure plan, and sought to move their students to higher-performing schools. We estimate the impact of school closures on student test scores and attendance rates by comparing the growth of these measures among students differentially affected by the closures. We use residential assignment to school as an instrument to address non-random sorting of students into new schools. We also statistically control for the contemporaneous effects of other reforms within the district. Results show that students displaced by school closures can experience adverse effects on test scores and attendance, but these effects can be minimized when students move to schools that are higher-performing (in value-added terms). Moreover, the negative effect on attendance disappears after the first year in the new school. Meanwhile, we find no adverse effects on students in the schools that are receiving the transferring students.     

The development of a model for student achievement

This article describes the results of work being conducted on the development of a model for student achievement. Steps employed in the reduction of the large number of variables into a fewer number of indices and the utilization of these indices in regression analyses are described. Some of the more salient findings are that both school achievement and school resources (including such things as the number of pupils per teacher, the teacher's view of his working conditions and the school's special staff and services) are highly related to the socio-economic status and racial-ethnic composition of the student body. The influence of the schools is bound up with the kinds of students that they get initially. Consequently, when the schools are equated for the kinds of students that they get they tend also to be equated for the influence that they have on these students. The schools play an important role in promoting student achievement and the extent of this involvement appears to be greater for higher socio-economic status and white students than for lower socio-economic status and non-white students.     

The impact of Chicago’s small high school initiative

This project examines the effects of the introduction of new small high schools on student performance in the Chicago Public School (CPS) district. Specifically, we investigate whether students attending small high schools have better graduation/enrollment rates and achievement than similar students who attend regular CPS high schools. We show that students who choose to attend a small school are more disadvantaged on average, including having prior test scores that are about 0.2 standard deviations lower than their elementary school classmates. To address the selection problem, we use an instrumental variables strategy and compare students who live in the same neighborhoods but differ in their residential proximity to a small school. In this approach, one student is more likely to sign up for a small school than another statistically identical student because the small school is located closer to the student’s house and therefore the “cost” of attending the school is lower. The distance-to-small-school variable has strong predictive power to identify who attends a small school. We find that small schools students are substantially more likely to persist in school and eventually graduate. Nonetheless, there is no positive impact on student achievement as measured by test scores.     

Government secondary school finances in New South Wales: accounting for students’ prior achievements in a two-stage DEA at the school level

This study measures the efficiency of government secondary schools in New South Wales, Australia, using a two-stage semi-parametric production frontier approach to schooling. In contrast to previous research comparing school performance with two-stage data envelopment analysis (DEA), we control for prior academic achievement of students by using a rich data set from 2008 to 2010. We employ detailed financial data for deriving the envelope for the efficient production frontier of the schools. Using Simar and Wilson’s (J Econ 136:31-64, 2007, J Prod Anal 36:205-218, 2011a) double bootstrap procedure for two-stage DEA, the study finds that schools with lower total student numbers, a higher average of years of service of teachers, a higher ratio of special education students that attracts extra government funding, and girls only do better than other schools. On the other hand, a negative influence comes from a school’s location in provincial and outer metropolitan areas. An important result is that the socio-economic background of students attending a school has no significant effect on their academic performance, whereas higher prior academic achievements have a positive and statistically significant impact on student achievement. These results are relevant to decision makers for the school sector, in particular for funding criteria contained in the Gonski (Review of funding for schooling - Final report (December). Canberra: Commonwealth Government of Australia, 2011) review report.     

Why Do Some Schools Group by Ability?

A bstract .   This article explores the reasons that schools choose to group their students by ability. A mathematical model suggests that high diversity of achievement and a large number of students in a school will cause a school to be more likely to group. Less legitimately, some schools may choose to use ability grouping to segregate students by race or class within a school.
The data used in this study come from the 1992 NAEP 8^th grade Mathematics Assessment. Cross-tabulations suggest that ability grouping is correlated with diversity of student achievement, the number of students, racial diversity, and low levels of poverty. The mean achievement of students and school spending levels do not have much correlation with the schools' tracking decisions. Logit regressions indicate that the number of students in a school and its racial diversity are most important, and that other factors (most notably the diversity of achievement) are not. These results lend credence to those who suggest that grouping is not necessarily done for academic reasons, but rather is a subtle way to segregate by race or class.     

Are Catholic primary schools more effective than public primary schools?

This paper assesses the causal effects of Catholic primary schooling on student outcomes such as test scores, grade retention, and behavior. Catholic school students have substantially better average outcomes than do public school students throughout the primary years, but we present evidence that selection bias is entirely responsible for these advantages. Estimates based on several empirical strategies, including an approach developed by Altonji et al. (2005a) to use selection on observables to assess the bias arising from selection on unobservables, imply that Catholic schools do not appreciably boost test scores. All of the empirical strategies point to sizeable negative effects of Catholic schooling on mathematics achievement. Similarly, we find very little evidence that Catholic schooling improves behavioral and other non-cognitive outcomes once we account for selection on unobservables.     

Competition and public high school performance

Increasing the level of school competition has been suggested as a way to improve school performance. This study examines one of the most extreme examples of such reform using data from New Zealand public high schools. In the 1990s school zoning was abolished in New Zealand and public schools competed for students, not just with private schools, but also with each other. A categorical Data Envelopment Analysis model using data on school resources and student academic performance, stratified using student socio-economic characteristics, is used to calculate efficiency scores for schools. A regression model is then used to analyse differences in these efficiency scores and their relationship to different levels of competition.     

DEA方法在学习成绩相对有效性评价中的应用

针对目前教育体制中的一些问题,运用数据包络分析(DEA)方法,对学生学习成绩的相对有效性进行评价,为学校考核学生成绩提出更公平有效的方法,从而提升学校对学生的管理水平。     

Private school vouchers and student achievement: A fixed effects quantile regression evaluation

Fundamental to the recent debate over school choice is the issue of whether voucher programs actually improve students' academic achievement. Using newly developed quantile regression approaches, this paper investigates the distribution of achievement gains in the first school voucher program implemented in the US. We find that while high-performing students selected for the Milwaukee Parental Choice program had a positive, convexly increasing gain in mathematics, low-performing students had a nearly linear loss. However, the program seems to prevent low-performing students from having an even bigger loss experienced by students in the public schools.     

Subjective and objective evaluations of teacher effectiveness: Evidence from New York City

A substantial literature documents large variation in teacher effectiveness at raising student achievement, providing motivation to identify highly effective and ineffective teachers early in their careers. Using data from New York City public schools, we estimate whether subjective evaluations of teacher effectiveness have predictive power for the achievement gains made by teachers' future students. We find that these subjective evaluations have substantial power, comparable with and complementary to objective measures of teacher effectiveness taken from a teacher's first year in the classroom.     

The influence of school size,principal characteristics and school management practices on educational performance: An efficiency analysis of Italian students attending middle schools

The aim of the paper is to identify which among the aspects that relate to the composition of the student body, school (district) size, management practices and the school principals' own characteristics are associated with the performance of Italian students at grade 8, measured through standardised test scores in reading and mathematics. The analysis makes use of a student-level efficiency model, and several school level variables are included as explanators for efficiency scores. The results show that, especially for reading, the most influential variables relate to the composition of the student body, while the students' performance in mathematics is partly correlated with the management practices adopted by the school principal/head teacher. Schools and schooling can only explain a minor part of the variance in achievement scores, however, and the characteristics of the students themselves play the most significant role.     

Regulation in the market for education and optimal choice of curriculum

We analyze educational institutions’ incentives to set up demanding or lax curricula in duopolistic markets for education with endogenous enrolment of students. We assume that there is a positive externality from student achievement to the local economy. Comparing the case of regulated tuition fees with an unregulated market, we identify the following inefficiencies: Under regulated tuition fees schools will set up inefficiently lax curricula in an attempt to please low-quality students even if schools internalize some of the externality. On the other hand, unregulated schools set up excessively differentiated curricula in order to relax competition in tuition fees. Deregulation gets more attractive if a larger fraction of the externality is internalized.     

Charter school closure and student achievement: Evidence from Ohio

The closure of low-performing schools is an essential feature of the charter school model. Our regression discontinuity analysis uses an exogenous source of variation in school closure—an Ohio law that requires charter schools to close if they fail to meet a specific performance standard—to estimate the causal effect of closure on student achievement. The results indicate that closing low-performing charter schools eventually yields achievement gains of around 0.2–0.3 standard deviations in reading and math for students attending these schools at the time they were identified for closure. The study also employs mandatory closure as an instrument for estimating the impact of exiting low-quality charter schools, thus providing plausible lower-bound estimates of charter school effectiveness. These results complement the more common lottery-based estimates of charter school effects, which likely serve as upper-bound estimates due to their focus on oversubscribed schools often located in cities with high-performing charter sectors. We discuss the implications for research and policy.     

College Readiness: Are California Charter School Students Better Prepared?

Using US data from the Los Angeles Unified School District (LAUSD) I analyse student outcomes from Advanced Placement tests and Smarter Balanced Summative Assessments to determine whether charter school students display higher levels of college readiness. Using panel data from 2011–12 through 2014–15 for the Advanced Placement tests, I find a gain of between 10.8 and 21.0 percentage points for charter students on average over students attending traditional public schools. For the Smarter Balanced Assessment using school years 2014–15 and 2015–16, I again find that charter students outperform traditional public students on average with gains in all categories for both the English and the mathematics portions of the exam. The results of this study seem to offer some support for the view that offering choice in schooling tends to improve performance.     

Dressed for success? The effect of school uniforms on student achievement and behavior

Uniform use in public schools is rising, but we know little about how they affect students. Using a unique dataset from a large urban school district in the southwest United States, we assess how uniforms affect behavior, achievement and other outcomes. Each school in the district determines adoption independently, providing variation over schools and time. By including student and school fixed-effects we find evidence that uniform adoption improves attendance in secondary grades, while in elementary schools they generate large increases in teacher retention.     

The efficiency of schools in developing countries,analysed through PISA 2012 data

This paper analyses the efficiency of more than 6800 schools in 28 developing countries, by means of a two-stage Data Envelopment Analysis and using data from OECD PISA 2012. The results reveal that the average efficiency of schools is around 70%, meaning that achievement scores can be raised by 30% by employing a more effective use of available resources. Substantial heterogeneity exists both between and within countries; in general, efficiency scores are higher when comparing schools only with those in the same country. Among factors associated with schools' efficiency, the most important are the characteristics of student population (for instance, motivation, truancy, etc.). Therefore, some practices related to accountability, teachers’ involvement and professional development, and extracurricular activities are also positively associated with higher levels of efficiency.     

The effects of school competition on the achievement of Italian students

In this paper, we study the impact of the degree of school competition on the achievement of Italian students. Specifically, competition is measured as the number of schools available to students in a given area. The aim is to evaluate whether an increase in school choice improves the quality of education. Using the Programme for International Student Assessment (PISA, 2006) dataset we investigate with simple Least Squares regression models, controlling for a host of individual and school characteristics, if secondary school students with a wider range of schools choices perform better than those students whose choice is more limited. We find a significant positive correlation between students' performance and the degree of local schools competition. Moreover, we show that students achieve much better outcomes if schools operating in more competitive environments also experience a higher pressure on academic standards coming from parents. Copyright © 2010 John Wiley & Sons, Ltd.     

Classroom peer effects and academic achievement: Quasi-randomization evidence from South Korea

Endogenous formation of peer groups often plagues studies on peer effects. Exploiting quasi-random assignment of peers to individual students that takes place in middle schools of South Korea, we examine the existence and detailed structure of academic interactions among classroom peers. We find that mean achievement of one's peers is positively correlated with a student's performance (standardized mathematics test score). Employing IV methods, we show that such a relationship is causal: the improvement in peer quality enhances a student's performance. Quantile regressions reveal that weak students interact more closely with other weak students than with strong students; hence their learning can be delayed by the presence of worst-performing peers. In contrast, strong students are found to interact more closely with other strong students; hence their learning can be improved by the presence of best-performing peers. We also examine the implications of these findings for two class formation methods: ability grouping and mixing.