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Research increasingly seeks to answer the question: does special education work? This is different than asking if specific interventions have positive effects and instead aims to identify system-wide impacts. We systematically review published quantitative research on the impact of receiving special education services on student outcomes using large administrative data, as well as review the methodology used in existing research. The takeaway from the 15 included studies is that special education positively impacts student outcomes, and the growth of students receiving special education typically matched or exceeded the growth of their general education peers. Methods used in these studies were, however, quasi-experimental, so limitations to credibly causal claims remain. In addition, that relatively few studies met our inclusion criteria reflects the need for additional research, and we highlight methodological and substantive considerations for future work. [ABSTRACT FROM AUTHOR]

Background: While chronic absenteeism hurts all students, one particularly vulnerable group, students with disabilities (SWDs), has received little attention in research or policy. Particularly troubling is the dearth of research into the patterns of absences for SWDs and GENs who attend school together in urban school systems, given relatively higher absenteeism when compared to suburban and rural districts. Research Questions: First, how do rates of chronic absenteeism compare between SWDs and students without disabilities (GENs) attending the same schools (hereafter traditional schools)? Second, are there differences between SWDs who are educated in "GEN-majority" classrooms and those educated in "SWD-majority" classrooms? Finally, do these patterns differ for students with different disabilities? Subjects: Our study consists of GENs and SWDs in grades 1-6 who attended a traditional NYC public school between 2006 and 2012. Our sample includes 653,736 students across 37,867 classrooms, and 1,148 public elementary schools. Measures include race/ethnicity, gender, age, foreign-born status, limited English proficiency, free/reduced price lunch eligibility, grade level, classroom ID, school ID, the number of days each student was absent, and the total number of school days each student was registered in the district. For SWDs, the data include indicators for the thirteen disability classifications defined under IDEA and a primary assigned special education setting. Research Design: We begin with a baseline model, where being chronically absent (i.e., missing 10% or more of the school year) is regressed on an indicator for being a SWD, controlling for grade and year. We build on this model by first including demographic control variables, then school fixed effects, and finally classroom fixed effects. We then explore this model for differences by type of classroom setting as well as by type of disability. Findings: Chronic absenteeism is considerably higher for SWDs than GENs in traditional schools, and there is important heterogeneity by disability classifications. Specifically, students with emotional disturbances exhibit extremely high rates of chronic absenteeism and the largest group of SWDs, students with learning disabilities, have quite high rates as well. Further, SWDs in GEN-majority classrooms are less likely to be chronically absent than those in SWDmajority classrooms, again with variation by disability. Conclusions: As the nationwide trend of providing SWDs with more education in GENmajority classrooms continues to press forward, our study shows that increasingly GENmajority settings are associated with fewer absences for SWDs. And while school attendance, among other non-achievement outcomes, are not the primary focus of IDEA, our findings point to how some school settings might be beneficial to some but put others at risk. [ABSTRACT FROM AUTHOR]

ABSTRACT BACKGROUND Public schools provide students with opportunities to participate in many discretionary, unmandated wellness programs. Little is known about the number of these programs, their distribution across schools, and the kinds of students served. We provide evidence on these questions for New York City ( NYC) public schools. METHODS Data on wellness programs were collected from program websites, NYC's Office of School Food and Wellness, and direct contact with program sponsors for 2013. Programs were grouped into categories, nutrition, fitness, and comprehensive, and were combined with data on school characteristics available from NYC's Department of Education. Numbers of programs and provision of programs were analyzed for relationships with demographic and school structural characteristics, using descriptive statistics and multiple regression. RESULTS Discretionary wellness programs are numerous, at 18 programs. Little evidence supports inequity according to student race/ethnicity, income, or nativity, but high schools, new schools, co-located schools, small schools, and schools with larger proportions of inexperienced teachers are less likely to provide wellness programs. CONCLUSIONS Opportunities exist to further the reach of wellness programs in public schools by modifying them for high school adoption and building capacity in schools less likely to have the administrative support to house them. [ABSTRACT FROM AUTHOR]

Over the past two decades, high school reform has been characterized by a belief that “smaller is better.” Much of the expected academic benefit from attending small schools has been credited to their better learning environments. There is little empirical support for this claim, however, and the existing research fails to provide causal evidence. Moreover, recent studies in New York City have shown that students attending newly created small schools do better academically relative to students attending both large and older established small schools. Are these differences in academic outcomes also mirrored by differences in learning environments? In this paper, we address this question by exploring the impact of attending large compared to small high schools on students’ learning environments, considering the differences between small high schools formed in two different eras with different missions and resources. We use a unique data set of school and student-level data from New York City public high school students entering 9th grade in 2008–09 and 2009–10 to examine students’ attitudes about school learning environments along three dimensions: interpersonal relationships, academic expectations and support, and social behavior and safety. While OLS results show that students attending small schools (new and old) perceive better learning environments, instrumenting for selection into these schools challenges those results. In general, it is not clear that small schools provide better learning environments than large schools. Our results challenge the conventional wisdom that the higher academic performance of students in small schools is driven by a better learning environment. [ABSTRACT FROM AUTHOR]

Highlights: [•] We investigate whether STEM high schools in New York City promote performance in science and mathematics. [•] Comparisons of means indicate an advantage to attending a STEM school, but more thorough analysis reduces or eliminates this advantage. [•] Females and males in STEMs do better than their counterparts in Non-STEMs, but the gender gap is larger in these schools. [•] Black-white and Hispanic-white gaps are smaller in STEM relative to Non-STEM schools, but the Asian-white gap is larger in STEMs. [Copyright &y& Elsevier]

Abstract: With the financial support of several large foundations and the federal government, creating small schools has become a prominent high school reform strategy in many large American cities. While some research supports this strategy, little research assesses the relative costs of these smaller schools. We use data on over 200 New York City high schools, from 1996 through 2003, to estimate school cost functions relating per pupil expenditures to school size, controlling for school output and quality, student characteristics, and school organization. We find that the structure of costs differs across schools depending upon mission—comprehensive or themed. At their current levels of outputs, themed schools minimize per pupil costs at smaller enrollments than comprehensive schools, but these optimally sized themed schools also cost more per pupil than optimally sized comprehensive schools. We also find that both themed and comprehensive high schools at actual sizes are smaller than their optimal sizes. [Copyright &y& Elsevier]

Background/Context: High school reform is currently at the top of the education policy making agenda after years of stagnant achievement and persistent racial and income test score gaps. Although a number of reforms offer some promise of improving U.S. high schools, small schools have emerged as the favored reform model, especially in urban areas, garnering substantial financial investments from both the private and public sectors. In the decade following 1993, the number of high schools in New York City nearly doubled, as new "small" schools opened and large high schools were reorganized into smaller learning communities. The promise of small schools to improve academic engagement, school culture, and, ultimately, student performance has drawn many supporters. However educators, policy makers, and researchers have raised concerns about the unintended consequences of these new small schools and the possibility that students "left behind" in large, established high schools are incurring negative impacts. Research Design: Using 10 years (1993-2003) of data on New York City high schools, we examine the potential systemic effects of small schools that have been identified by critics and researchers. We describe whether small schools, as compared with larger schools, serve an easier-to-educate student body, receive more resources, use those resources differently, and have better outcomes. Further we examine whether there have been changes in segregation and resource equity across the decade contemporaneous with small-school reform efforts. Findings/Results: We find that, although small schools do have higher per-pupil expenditures, lower pupil-teacher ratios, and a smaller share of special education students than larger schools, their students are disproportionately limited English proficient and poor, and their incoming students have lower test scores. Thus, the evidence is mixed with respect to claims that small schools serve an easier-to-educate student body. Systemwide, we find that segregation is relatively stable, and although there have been some changes in the distribution of resources, they are relatively modest. Conclusions/Recommendations: If small schools do eventually promote higher achievement (considering their student mix and other factors that differentiate them from larger schools), many more will be needed to house the 91.5% of the students still attending large schools. Otherwise, strategies that work for the vast majority of students who do not attend small schools will need to be identified and implemented. [ABSTRACT FROM AUTHOR]

Although the No Child Left Behind Act was intended to help "all students meet high academic standards," it is focused on subgroups of low-achieving students. The authors analyze the possible impact of the legislation's requirement for performance reporting by racial subgroup in light of the considerable racial segregation in U.S. schools. In particular, using data on elementary and middle schools in New York State. the authors show that the schools are so highly segregated that more than half are too homogeneous to report test scores for any racial or ethnic subgroups. In addition, they show that the racial achievement gap is greatest across segregated schools rather than within integrated ones. The authors analyze the characteristics of schools that are and are not accountable for subgroups, finding that urban schools and large schools are particularly likely to be accountable, and conclude with implications for the reach of the law and for incentives for school segregation. [ABSTRACT FROM AUTHOR]

Although analyses of state school finance systems rarely focus on the distribution of funds to students of different races, the advent of racial discrimination as an issue in school finance court cases may change that situation. In this article, we describe the background, analyses, and results of plaintiffs' testimony regarding racial discrimination in Campaign for Fiscal Equity Inc. v. State of New York. Plaintiffs employed multiple regression and public finance literature to show that New York State's school finance system had a disparate racial impact on New York City students. We review the legal basis for disparate racial impact claims, with particular emphasis on the role of quantitative statistical work, and then describe the model we developed and estimated for the court case. Finally, we discuss the defendants' rebuttal, the Court's decision, and conclude with observations about the role of analysis in judicial decision making in school finance. [ABSTRACT FROM AUTHOR]

We evaluate the impacts of small high schools on youth risky behaviors and mental health in New York City, using a two-sample-instrumental-variable approach to address endogenous school enrollment. We find heterogeneous effects. School size, overall, has little effect. Among students most likely to attend small schools opened after an educational-achievement-oriented reform, however, diagnoses of violence-associated injuries and mental health disorders increased. Among students most likely to attend traditional small schools opened prior to the reform, pregnancy rates and diagnoses of mental health disorders declined. School focus is more important than school size as a determinant of student well-being outcomes. [ABSTRACT FROM AUTHOR]

The notion that children from ‘good’ neighbourhoods are destined for success while those from ‘bad’ neighbourhoods are destined for failure has considerable popular appeal. Residential location is strongly linked to school quality, access to educated adults, exposure to violence, etc. There is, however, surprisingly little evidence on the link between the neighbourhood in which a child begins school and later schooling outcomes. Understanding early neighbourhood experiences is important for determining whether students are ‘stuck’ in neighbourhoods of disadvantage. It is also critical for determining the extent to which students who begin their schooling careers in disadvantaged neighbourhoods are destined for poor schooling outcomes, and conversely, whether changing neighbourhood context improves student performance. In this study, therefore, we document how students’ early neighbourhood and schooling experiences are related to later success in school, and explore how changing neighbourhood and school contexts explain differences in academic outcomes. Using data from New York City (NYC), we construct a panel containing all students enrolled as first graders in NYC public schools in 1996–1997, following them through academic years 2007–2008, which would be their 12th grade year if they made standard academic progress (annual one-grade promotion). Far from supporting the simplistic story of ‘dead-end’ neighbourhoods, our analyses describe a situation where students from poor neighbourhoods actually move more often than their peers in less disadvantaged neighbourhoods and are more likely to experience changes in neighbourhood and school quality, with 45.7% of neighbourhood moves from the poorest neighbourhoods being made to significantly higher quality neighbourhoods. [ABSTRACT FROM AUTHOR]

This paper explores the effect of the human capital characteristics of co-ethnic immigrant communities on foreign-born students' math achievement. We use data on New York City public school foreign-born students from 39 countries merged with census data on the characteristics of the immigrant household heads in the city from each nation of origin and estimate regressions of student achievement on co-ethnic immigrant community characteristics, controlling for student and school attributes. We find that the income and size of the co-ethnic immigrant community has no effect on immigrant student achievement, while the percent of college graduates may have a small positive effect. In addition, children in highly English proficient immigrant communities test slightly lower than children from less proficient communities. The results suggest that there may be some protective factors associated with immigrant community members' education levels and use of native languages. [ABSTRACT FROM AUTHOR]

Abstract: While the distribution of resources across school districts is well studied, relatively little attention has been paid to how resources are allocated to individual schools inside those districts. This paper explores the determinants of resource allocation across schools in large districts based on factors that reflect differential school costs or factors that may, in practice, be related to the distribution of resources. Using detailed data on school resources and student and school characteristics in New York City, Cleveland and Columbus, Ohio, we find that schools with higher percentages of poor pupils often receive more money and have more teachers per pupil, but the teachers tend to be less educated and less well paid, with a particularly consistent pattern in New York City schools. We conclude with implications for policy and further research. [Copyright &y& Elsevier]

Using the literature on achievement differences as a framework and motivation, along with data on New York City students, we examine nativity differences in students’ rates of attendance, school mobility, school system exit, and special education participation. The results indicate that, holding demographic and school characteristics constant, foreign-born have higher attendance rates and lower rates of participation in special education than native-born. Among first graders, immigrants are also more likely to transfer schools and exit the school system between years than native-born, yet the patterns are different among older students. We also identify large variation according to birth region. [ABSTRACT FROM AUTHOR]

State and federal accountability reforms are putting considerable pressure on schools to increase the achievement of historically low-performing groups of students and to close test score gaps. In this article, we exploit the differences among the large number of elementary schools in New York City to examine how much schools vary in the efficiency of the education they provide to subgroups. In addition, we examine the extent to which observable school characteristics can account for the variation that exists. We find that New York City elementary schools vary in how well they educate poor students compared to nonpoor students and Asian and White students compared to Black and Hispanic students. The disparities in school efficiency measures between boys and girls are lower than for the other subgroups. There is no conclusive evidence about which school resources and characteristics are associated with more or less efficient education across all subgroups. [ABSTRACT FROM AUTHOR]

Problem: Policymakers and community development practitioners view increasing subsidized owner-occupied housing as a mechanism to improve urban neighborhoods, but little research studies the impact of such investments on community amenities. Purpose: We examine the impact of subsidized owner-occupied housing on the quality of local schools and compare them to the impacts of city investments in rental units. Methods: Using data from the New York City Department of Education (DOE) and the New York City Department of Housing Preservation and Development (HPD), we estimate three main sets of regressions, exploring student characteristics, school resources, and school outcomes. Results and conclusions: The completion of subsidized owner-occupied housing is associated with a decrease in schools' percentage of free-lunch eligible students, an increase in schools' percentage of White students, and, controlling for these compositional changes, an increase in scores on standardized reading and math exams. By contrast, our results suggest that investments in rental housing have little, if any, effect. Takeaway for practice: Policies promoting the construction of subsidized owner-occupied housing have solidified in local governments around the country. Our research provides reassurance to policymakers and planners who are concerned about the spillover effects of subsidized, citywide investments beyond the households being directly served. It suggests that benefits from investments in owner occupancy may extend beyond the individual level, with an increase in subsidized owner-occupancy bringing about improvements in neighborhood school quality. Research support: None. [ABSTRACT FROM AUTHOR]