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EdWorkingPapers

James S. Kim, Patrick Rich, Ethan Scherer.

To address the challenge of improving third grade reading comprehension, we developed and evaluated the long-term effects of a sustained content literacy intervention called the Model of Reading Engagement (MORE), which emphasizes building domain and topic knowledge schemas from Grade 1 to Grade 3. The MORE intervention emphasizes thematic lessons that provide an intellectual framework for helping students connect new learning to a general schema (e.g., how scientists study past events, how systems function properly). Over three years, the treatment group students participated in (a) spring Grade 1 thematic content literacy lessons in science and social studies, (b) fall to spring Grade 2 thematic content literacy lessons in science, (c) remote Grade 3 thematic content literacy lessons in science, and (d) wide reading of thematically related informational texts in the summer months following Grade 1 and Grade 2. During the third grade school year (SY 2020-21), the COVID-19 pandemic required remote schooling to be in place from fall to spring and the Grade 3 MORE was provided to both treatment and control students. Accordingly, we examine long-term effects on third graders’ outcomes comparing a treatment group that received the Grade 1, Grade 2, and Grade 3 MORE treatment to a control condition that received the Grade 3 MORE treatment. Intent-to-treat estimates show that the students randomly assigned to the treatment condition outperformed control students in reading comprehension (ES = 0.11) and mathematics (ES = 0.14) on third grade state standardized assessments. Subgroup analyses also revealed positive impacts for student living in low- to moderate-socioeconomic status neighborhoods on both reading comprehension (ES = .13) and mathematics (ES = .20). Findings indicate that a sustained content literacy intervention may be a scalable approach for accelerating and equalizing third-graders’ reading comprehension and math outcomes.

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David Blazar, Melinda Adnot, Xinyi Zhong.

We examine heterogenous responses to job-embedded performance incentives along two dimensions theorized to drive motivation: (i) expectations of success when faced with easier versus more difficult tasks, and (ii) ones’ social identity as part of a marginalized group (in our case, race). Compared to the largely lab-based literature on this topic, we leverage data from a fully implemented teacher evaluation system from the District of Columbia Public Schools over a seven-year period (2009-10 through 2015-16). Our regression discontinuity estimates reveal not only that task difficulty and social/racial identity drive much of the incentive effects, but also that there is a strong interaction between the two. Low-performing teachers threatened with dismissal improved much more on tasks with low difficulty and high expectations of success, relative to more difficult tasks (roughly 0.3 SD versus 0.15 SD). These trends were particularly pronounced for Black teachers, who experienced fewer successes than White teachers in the evaluation system generally. We also find that high-performing Black teachers were less responsive than White teachers to an incentive to increase their base pay. At the same time, the responses of Black teachers to the salary incentive were malleable and tracked closely with district-led redesign efforts that aimed to ensure greater equity in terms of teachers most likely to reap the benefits of this incentive.

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Dominique J. Baker, Karly S. Ford, Samantha Viano, Marc P. Johnston-Guerrero.

How scholars name different racial groups has powerful salience for understanding what researchers study. We explored how education researchers used racial terminology in recently published, high-profile, peer-reviewed studies. Our sample included all original empirical studies published in the non-review AERA journals from 2009 to 2019. We found two-thirds of articles used at least one racial category term, with an increase from about half to almost three-quarters of published studies between 2009 and 2019. Other trends include the increasing popularity of the term Black, the emergence of gender-expansive terms such as Latinx, the popularity of the term Hispanic in quantitative studies, and the paucity of studies with terms connoting missing race data or including terms describing Indigenous and multiracial peoples.

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Ariana Audisio, Rebecca Taylor-Perryman, Tim Tasker, Matthew P. Steinberg.

Teachers are the most important school-specific factor in student learning. Yet, little evidence exists linking teacher professional learning programs and the various strategies or components that comprise them to student achievement. In this paper, we examine a teacher fellowship model for professional learning designed and implemented by Leading Educators, a national nonprofit organization that aims to bridge research and practice to improve instructional quality and accelerate learning across school systems. During the 2015-16 and 2016-17 school years, Leading Educators conducted its fellowship program for teachers and school leaders to provide educators ongoing, collaborative, job-embedded professional development and to improve student achievement. Relying on quasi-experimental methods, we find that a school’s participation in the fellowship model increased student proficiency rates in math and English language arts on state achievement exams. Further, student achievement benefitted from a more sustained duration of teacher participation in the fellowship model, and the impact on student achievement varied depending on the share of a school’s teachers who participated in the fellowship model and the extent to which teachers independently selected into the fellowship model or were appointed to participate by school leaders. Taken together, findings from this paper should inform professional learning organizations, schools, and policymakers on the design, implementation and impact of teacher professional learning.

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Brian Heseung Kim, Kelli A. Bird, Benjamin L. Castleman.

Despite decades and hundreds of billions of dollars of federal and state investment in policies to promote postsecondary educational attainment as a key lever for increasing the economic mobility of lower-income populations, research continues to show large and meaningful differences in the mid-career earnings of students from families in the bottom and top income quintiles. Prior research has not disentangled whether these disparities are due to differential sorting into colleges and majors, or due to barriers lower socioeconomic status (SES) graduates encounter during the college-to-career transition. Using linked individual-level higher education and Unemployment Insurance (UI) records for nearly a decade of students from the Virginia Community College System (VCCS), we compare the labor market outcomes of higher- and lower-SES community college graduates within the same college, program, and academic performance level. Our analyses show that, conditional on employment, lower-SES graduates earn nearly $500/quarter less than their higher-SES peers one year after graduation, relative to higher-SES graduate average of $10,846/quarter. The magnitude of this disparity persists through at least three years after graduation. Disparities are concentrated among non-Nursing programs, in which gaps persist seven years from graduation. Our results highlight the importance of greater focus on the college-to-career transition.

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Emily Rauscher, Yifan Shen.

The equity-efficiency tradeoff and cumulative return theories predict larger returns to school spending in areas with higher previous investment in children. Equity – not efficiency – is therefore used to justify progressive school funding: spending more in communities with fewer financial resources. Yet it remains unclear how returns to school spending vary across areas by previous investment. Using county-level panel data 2009-2018 from the Stanford Education Data Archive, the F-33 finance survey, and National Vital Statistics, we estimate achievement returns to school spending and test whether returns vary between counties with low and high levels of initial human capital (measured as birth weight), child poverty, and previous spending. Spending returns are higher among counties with low previous investment (counties that also have a high percent of Black students). Evidence of diminishing returns by previous investment documents another way that schools increase equality and establishes another argument for progressive school funding: efficiency.

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Emily Rauscher, Haoming Song.

Infant sex ratios that differ from the biological norm provide a measure of gender status inequality that is not susceptible to social desirability bias. Ratios may become less biased with educational expansion through reduced preference for male children. Alternatively, bias could increase with education through more access to sex-selective medical technologies. Using National Vital Statistics data on the population of live births in the U.S. 1969-2018, we examine trends in infant sex ratios by parental race/ethnicity, education, and birth parity over 5 decades. We find son-biased infant sex ratios among Chinese and Asian Indian births that persist in recent years and regressions suggest son-biased ratios among births to Filipino and Japanese mothers with less than high school education. Infant sex ratios are more balanced at higher levels of maternal education,  particularly when both parents are college educated. Results suggest greater equality of gender status with higher education in the U.S.

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Todd Pugatch, Elizabeth Schroeder, Nicholas Wilson.

We design a commitment contract for college students, "Study More Tomorrow," and conduct a randomized control trial testing a model of its demand. The contract commits students to attend peer tutoring if their midterm grade falls below a pre-specified threshold. The contract carries a financial penalty for noncompliance, in contrast to other commitment devices for studying tested in the literature. We find demand for the contract, with take-up of 10% among students randomly assigned a contract offer. Contract demand is not higher among students randomly assigned to a lower contract price, plausibly because a lower contract price also means a lower commitment benefit of the contract. Students with the highest perceived utility for peer tutoring have greater demand for commitment, consistent with our model. Contrary to the model's predictions, we fail to find evidence of increased demand among present-biased students or among those with higher self-reported tendency to procrastinate. Our results show that college students are willing to pay for study commitment devices. The sources of this demand do not align fully with behavioral theories, however.

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David Blazar, Cynthia Pollard.

The pursuit of multiple educational outcomes makes teaching a complex craft subject to potential conflicts and competing commitments. Using a dataset in which teachers were randomly assigned to students paired with videotapes of instruction, we both document and unpack such a tradeoff. Upper-elementary teachers who excel at raising students’ math test scores often are less successful at improving student-reported engagement in class (and vice versa). Further, the teaching practices that improve math test scores (e.g., cognitively demanding content) can simultaneously decrease engagement. At the same time, paired quantitative and qualitative analyses reveal two areas of practice that support both outcomes: active mathematics with opportunities for hands-on participation; and established routines and procedures to proactively organize the classroom environment. In addition to guiding practice-based teacher education, our mixed-methods analysis can serve as a model for rigorously studying and identifying dimensions of “good” teaching that promote multidimensional student development.

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Leigh Wedenoja, John Papay, Matthew A. Kraft.

We examine the dynamic nature of student-teacher match quality by studying the effect of having a teacher for more than one year. Using data from Tennessee and panel methods, we find that having a repeat teacher improves achievement and decreases absences, truancy, and suspensions. These results are robust to a range of tests for student and teacher sorting. High-achieving students benefit most academically and boys of color benefit most behaviorally. Effects increase with the share of repeat students in a class suggesting that classroom assignment policies intended to promote sustained student-teacher relationships such as looping may have even larger benefits.

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