Knocking on the door to the teaching profession? Modeling the entry of prospective teachers into the workforce

We use a unique longitudinal sample of student teachers (“interns”) from six Washington state teacher training institutions to investigate patterns of entry into the teaching workforce. We estimate split population models that simultaneously estimate the impact of individual characteristics and student teaching experiences on the timing and probability of initial hiring as a public school teacher. Not surprisingly, we find that interns endorsed to teach in “difficult-to-staff” areas are more likely to find employment as public school teachers than interns endorsed in other areas. Younger interns, white interns, and interns who completed their student teaching in suburban schools are also more likely to find a teaching job, all else equal. Prospective teachers who do their internships at schools that have more teacher turnover are more likely to find employment, often at those schools. On the other hand, few of the characteristics of an intern's cooperating teacher are predictive of workforce entry. Finally, interns with higher credential exam scores are more likely to be hired by the school where they did their student teaching.     

An integrated assessment of the effects of Title I on school behavior,resources, and student achievement

We examine the effects of Title I on school behavior, resources, and academic performance using a rich set of school finance and student-level achievement data from one large urban school district using a regression discontinuity design. We find that Title I eligibility raises Federal revenues of schools by about $460 per student. This is partially offset by decreases in revenues from state categorical aid grants, so that the net increase to schools is about $360 per student. We find no impact on overall school-level test scores, but also no impact among the subgroups of students most likely to be affected by Title I. A novel finding is that schools appear to respond to the incentives embedded in the Title I allocation process by manipulating the fraction of their students signed up for free lunch to secure more Federal funds.     

Peer effects in higher education: A look at heterogeneous impacts

This paper uses data on roommates from two different selective institutions to investigate the effect of peers on first-year performance, with a specific focus on the underlying mechanism. We compare measures of academic ability across student sub-groups by race, income, and gender, and across institutions. Male, minority, and aided students are affected most strongly by their peers. The size and presence of peer effects are dependent on the ability measure used as well as the setting. Standardized estimates suggest ability measured by high school grades have roughly twice the effect of ability measured by SATs. We also test the use of a standardized measure of first-year performance and find more consistent evidence of peer effects across both schools. Our results provide an explanation for the mixed findings in the literature and suggest that the driving force behind peer effects lies in the transfer of general academic know-how rather than in the teaching of specific knowledge or social proximity.     

What's in a teacher test? Assessing the relationship between teacher licensure test scores and student STEM achievement and course-taking

We investigate the relationship between teacher licensure test scores and student test achievement and high school course-taking. We focus on three subject/grade combinations—middle school math, ninth-grade algebra and geometry, and ninth-grade biology—and find evidence that a teacher's basic skills test scores are modestly predictive of student achievement in middle school math and highly predictive of student achievement in high school biology. A teacher's subject-specific licensure test scores are a consistent and statistically significant predictor of student achievement only in high school biology. Finally, we find little evidence that students assigned to middle school teachers with higher basic-skills test scores are more likely to take advanced math and science courses in high school.     

Choice of majors: are women really different from men?

The gender wage gap persists in the workplace in part because women major in fields that lead them into lower-paid occupations than fields associated with majors men choose. An open question is why women are more likely than men to switch towards majors that lead to lower-paying careers. Drawing on research suggesting that women are affected more by negative feedback than men, we use unique administrative data from a large private university on the East Coast from 2008 to 2016 to test whether women are more likely than men to switch majors in response to low grades in major-related classes. We also test whether the prevalence of men in a major or a major’s reputation for being stereotypically male-oriented induces women to switch out of that major more readily than men. We control for other factors that may affect a student’s final major, including high school performance, gender composition of faculty and peers, and economic returns of majors. The results show that overall women and men are equally likely to change their majors in response to poor grades in major-related courses. We also find no evidence that women in male-dominated majors are more likely than men to switch out, but we find that men with very low grades in female-dominated majors are more likely to switch out of these majors than women. In addition, we find that women are more likely to switch out of majors that are both male-dominated and STEM in response to poor performance compared to men. Thus, our results suggest that only when women students experience multiple signals suggesting their lack of fit in a field (i.e., low grades combined with gender peer composition, and external stereotyping signals) they tend to switch out of the major more often than male students. We find that men exhibit this tendency in response to even fewer overlapping signals about misfit than women.     

Race-Specific High School Course Intensity and Student’s Post-secondary Education Attainment

Post-secondary educational attainment is an increasingly important prerequisite to many valued outcomes. This paper examines the association of racially-specific high school course of study with student’s postsecondary educational attainment using ELS 2002–2012 and a comprehensive measure of course intensity derived from students’ patterns of course-taking. Results support a partial presence of racially-specific association of high school course of study. We also find that only Asian-American and American Indian/Alaskan Native students in the middle course intensity and Asian-American students in high course intensity ranges are more likely to obtain at least a 4-year college degree than same-race students in the low course intensity group. However, the same pattern is not evident for White, African-American, multi-racial, and Hispanic students, indicating that they do not experience the same benefit from academically rigorous courses of study. Also, educational expectations do not mediate the relationships among race, course of study, and postsecondary educational trajectory differently for students of different racial groups, i.e., they do not play a larger role in mediating the relationship between course of study and postsecondary educational trajectory for White students.     

Does attending a STEM high school improve student performance? Evidence from New York City

We investigate the role of specialized science, technology, engineering, and mathematics (STEM) high schools in New York City (NYC) in promoting performance in science and mathematics and in closing the gender and race gaps in STEM subjects. Using administrative data covering several recent cohorts of public school students and a rich variety of high schools including over 30 STEMs, we estimate the effect of attending a STEM high school on a variety of student outcomes, including test taking and performance on specialized science and mathematics examinations. While comparisons of means indicate an advantage to attending a STEM school, more thorough analysis conditioning on a rich set of covariates, including previous grade test performance, reduces or eliminates this advantage. Females and males in STEMs do better than their counterparts in Non-STEMs, but the gender gap is also larger in these schools. We also find that the black-white and Hispanic-white gaps are smaller in STEM relative to Non-STEM schools across almost all outcomes, but the Asian-white gap, in contrast, is larger in STEMs relative to Non-STEMs.     

Can failure succeed? Using racial subgroup rules to analyze the effect of school accountability failure on student performance

Many school accountability programs are built on the premise that the sanctions attached to failure will produce higher future student achievement. Furthermore, such programs often include subgroup achievement rules that attempt to hold schools accountable for the performance of all demographic classes of students. This paper looks at two issues: the degree to which such rules increase the likelihood of school failure, and the effect of failure to meet a performance standard on subsequent student achievement. Using data from California's state accountability program, I find that subgroup rules lead to otherwise similar schools having different probabilities of failure. I also find that subgroup induced failure leads to lower future student achievement under both the state's system and its’ implementation of No Child Left Behind. This implies that small demographic differences play a large role in how schools are judged and how they perform under current accountability systems.     

A multinomial logit model of college stopout and dropout behavior

Studies of college attrition typically assume that all attrition is permanent. We use data from the 1990/94 Beginning Postsecondary Survey to distinguish between long-term dropout and short-term stopout behavior in order to test that assumption. We find significant differences between those who stop out and those who drop out in the first year. Failure to recognize these differences biases the results of standard attrition models and hence may cause policy makers to pursue inappropriate policy initiatives or incorrectly target at-risk populations. Furthermore, the type of financial aid received is found to have a differential impact on stopout versus dropout probabilities.     

Repayment burdens of student loans for Vietnamese higher education

Expansion of high education in Vietnam will be undermined without an effective student, loans policy to assist with tuition and living costs. We show the significance of this issue is by, constructing a hypothetical loans system and calculating repayment burdens (RBs) (the proportion of, a graduate's income required to repay the debt) for male and female in four different parts of Vietnam, and with respect to two levels of loans. Importantly, the exercises examine RBs across the whole, distribution of income using unconditional quantile techniques. We find that RBs involving loans for, tuition only are likely to lead to significant RBs for poor graduates, with much higher loans being, associated with critical financial difficulties for perhaps the majority of debtors. This will result in high, default rates and consumption difficulties for borrowers, implying strongly that a student loan system, with such high RBs is unlikely to be successful in Vietnam.     

Planning for the Future in Rural and Urban High Schools

Studies of postsecondary aspirations tend to assume that adolescents from different ethnic groups share commonalities of perspective that are unaffected by the areas in which they live and go to school. Largely missing from this literature is a consideration of the intersection of ethnicity, development, and location. This study looks at the ways in which White and Latino students in an urban and a rural high school differ in their perspectives on postsecondary plans according to grade level, ethnicity, and urbanicity. We find a number of differences in student attitudes and behavior depending on whether students attend rural or urban high schools. High school experiences are also moderated by ethnicity across locations. However, with respect to how students want others to see them, students in the rural high school are more like each other than they are like their ethnic counterparts in the urban school. We conclude that, in many respects, both Latino and White students experience schooling and adolescent development differently in rural and urban schools.     

Observations of the middle school environment: The context for student behavior beyond the classroom

This article describes the use of an observation system to measure middle school staff practices, environment characteristics, and student behavior in the school common areas. Data were collected at baseline from 18 middle schools participating in a randomized controlled trial of school‐wide Positive Behavior Support. The observations were reliable and showed sensitivity to differences between school settings and between schools. Multilevel models with students nested in schools were used to examine the associations of staff practices and the school environment with student behavior. Less effective behavior management and more staff criticism, graffiti, and percentage of low‐income students were associated with student problem behaviors. Greater use of effective behavior management and positive attention, and fewer low‐income students were associated with positive student behavior. The use of data‐based feedback to schools for intervention planning and monitoring is illustrated. Implications for school‐wide efforts to improve student behavior in middle schools are discussed. © 2011 Wiley Periodicals, Inc.     

Adolescents' satisfaction with school experiences: Relationships with demographics,attachment relationships,and school engagement behavior

This study investigated the relationships among demographics, parent and peer attachment, school satisfaction, and student engagement behavior in a 1‐year longitudinal study of secondary‐school students. Statistically significant cross‐sectional differences in school satisfaction were observed, based on grade, but not on race, gender, or socioeconomic status. Level of school satisfaction did not moderate the relationships between parent and peer satisfaction and negative student engagement behaviors at Time 2 (controlling for Time 1). School satisfaction did account for significant incremental variance across all levels of parent and peer attachment relationships, although predicting a larger proportion of variance for withdrawal behavior than for resistance/aggression behavior. Adolescents' appraisals of their school satisfaction appear to be an independent predictor of their school engagement behaviors, regardless of the quality of their parent or peer attachment relationships. Limitations of the study as well as implications for future research and educational practice are discussed. © 2010 Wiley Periodicals, Inc.     

Exploring the Effects of Student Expectations about Financial Aid on Postsecondary Choice: A Focus on Income and Racial/Ethnic Differences

This study investigates how the expectations of different types of financial aid affect the student college choice process from application through enrollment. We find that students from different race and income groups respond differentially to aid packages in their application and enrollment decisions depending on their levels of aid expectations. In application behavior, Asians at all income levels increase their likelihood of application at a greater rate in response to an increase in their aid expectations than other racial groups. Simulations indicate that enrollment probabilities decline more for African American and Hispanic students than whites and Asians when they expect to receive financial aid but do not. The findings suggest the particular importance of financial aid packages in the college choice process for underrepresented minority students.     

Are low-performing students more likely to exit charter schools? Evidence from New York City and Denver,Colorado

A common criticism of charter schools is that they systematically remove or “counsel out” their lowest performing students. However, relatively little is currently known about whether low-performing students are in fact more likely to exit charter schools than surrounding traditional public schools. We use longitudinal student-level data from two large urban school systems that prior research has found to have effective charter school sectors–New York City and Denver, Colorado–to evaluate whether there is a differential relationship between low-performance on standardized test scores and the probability that students exit their schools by sector attended. We find no evidence of a differential relationship between prior performance and the likelihood of exiting a school by sector. Low-performing students in both cities are either equally likely or less likely to exit their schools than are student in traditional public schools.     

Understanding When Teachers Disagree about Student Disability

The persistent racial and ethnic disparities in special education in the United States raise concerns about the potential misidentification of students. While previous studies have focused on how various student and school factors influence teacher decisions, there is less attention on when teachers disagree about student disability or special education. The current study uses national data from the Educational Longitudinal Study of 2002 to examine when teachers disagreed in their perception of student disability for more than 10,000 high school students. A unique feature of the data is each student is observed in two different subject classrooms, providing an opportunity to examine how differences in student achievement, behavior, and teacher characteristics influence when teachers disagreed in their judgment of student disability. The results indicate that teachers were more likely to disagree when student behavior varied across classrooms, while differences in student achievement and teacher characteristics were not related to disagreement. The study also found that teachers disagreed more for students who were Black, male, and from lower socioeconomic backgrounds. The main findings highlight how disability is often a context-dependent social construct and have implications for how students are identified for special education.     

Pre-kindergarten child care and behavioral outcomes among children of immigrants

The school transition model suggests that children's transitions into formal schooling can have lasting and profound implications for their educational careers, though this model is rarely used to understand the outcomes of children of immigrants. Using data from the Early Childhood Longitudinal Study-Kindergarten Cohort (ECLS-K), a nationally representative sample of kindergarteners in 1998–1999, we examine the pre-kindergarten child care arrangements of children of immigrants and how these care arrangements are associated with children's behavior. We find that minority and immigrant children are less likely than their native-born white counterparts to be enrolled in center-based care and other care, compared to parental care, prior to kindergarten. We also find that ethnic origin is an important predictor of child care usage. Finally, though center-based care, on average, is not independently associated with children's behavior in kindergarten, the association between center-based care and behaviors varies by race and immigrant status. Broadly, these findings underscore the importance of understanding how native- and foreign-born children experience the transition to schooling, a critical period in the life course.     

The Effects of Busing and School Desegregation on Majority and Minority Student Dropout Rates

Abstract

This study evaluates the effects of school desegregation by court-ordered busing on the subsequent dropout rate of majority and minority students. Using before and after busing measures of dropout rates, school records and personal interviews, this research finds majority dropout rates are not affected by desegregation procedures. While the dropout rates of bused minority students appear to be identical to those of non-bused minority students, large disparities between minority rates in various bused sectors indicate highly uneven educational experiences of bused minority students. School socio-economic composition and the expectations of teachers concerning student behavior are used to analyze the disparities, with the conclusion reached that the more favorable expectations of teachers at higher socio-economic climate schools produce lower minority student dropout rates. Desegregation produces a positive benefit for this most crucial dimension of minority student educational accomplishment, when the school to which the minority student is bused is one where teachers' expectations are positive and supportive.     

Positive psychology and externalizing students in a sea of negativity

Students with externalizing disorders make up from three to five percent of the population in public school classrooms and are some of the most difficult students to manage in an educational setting. Behavioral excesses and deficits exhibited by these students are a major factor in poor retention rates for new teachers while the students themselves have the highest school drop out rates and experience some of the most restrictive educational settings of any disability. The authors of this article draw upon recent theoretical and applied work in the study of optimism to describe several essential elements of positive psychology and optimal functioning that may be unavailable or lacking in the lives of these students. A variety of factors intrinsic to the nature of these students, as well as environmental and interpersonal factors, are described. These factors often place these students in a “sea of negativity” with minimal opportunities for positive educational experiences or personal relationships. Vigorous debate concerning the effects of positive reinforcement on motivation, academic functioning, and other variables also continues. However, recent advances in proactive behavior management strategies (i.e., positive behavioral support, whole school management/discipline, etc.) are promising, despite a lack of sufficient data to draw firm conclusions. The authors describe several student, teacher, and classroom programs that provide empirically based strategies to promote positive successful experiences and high rates of praise for students with externalizing behavior disorders. Without components of positive psychology it is very likely that schools will continue to lose these students, and at a significant cost to society down the road. © 2004 Wiley Periodicals, Inc. Psychol Schs 41: 67–79, 2004.