Research Report

Callen, I., Carbonari, M. V., DeArmond, M., Dewey, D., Dizon-Ross, E., Goldhaber, D., Isaacs, J., et al. (2023). Summer School As a Learning Loss Recovery Strategy After COVID-19: Evidence from Summer 2022.Abstract
To make up for pandemic-related learning losses, many U.S. public school districts have increased enrollment in their summer school programs. We assess summer school as a strategy for COVID-19 learning recovery by tracking the academic progress of students who attended summer school in 2022 across eight districts serving 400,000 students. Based on students’ spring to fall progress, we find a positive impact for summer school on math test achievement (0.03 standard deviation, SD), but not on reading tests. These effects are predominantly driven by students in upper elementary grades. To put the results into perspective, if we assume that these districts have losses similar to those present at the end of the 2022–23 school year (i.e., approximately -0.2 SD), we estimate summer programming closed approximately 2% to 3% of the districts’ total learning losses in math, but none in reading.
Kane, T. J., Doty, E., Patterson, T., & Staiger, D. O. (2022). What Do Changes in State Test Scores Imply for Later Life Outcomes?. Publisher's VersionAbstract
In the three decades before the pandemic, mean achievement of U.S. 8th graders in math rose by more than half a standard deviation on the National Assessment of Educational Progress (NAEP). Between 2019 and 2022, U.S. students had forfeited 40 percent of that rise. To anticipate the consequences of the recent decline, we investigate the past relationship between NAEP scores and students’ later life outcomes by year and state of birth. We find that a standard deviation improvement in a birth cohort’s 8th grade math achievement was associated with an 8 percent rise in income, as well as improved educational attainment and declines in teen motherhood, incarceration and arrest rates. If allowed to become permanent, our findings imply that the recent losses would represent a 1.6 percent decline in present value of lifetime earnings for the average K-12 student (or $19,400), totaling $900 billion for the 48 million students enrolled in public schools during the 2020-21 school year.
Fahle, E., Kane, T. J., Patterson, T., Reardon, S., Staiger, D., & Stuart, E. A. (2023). School District and Community Factors Associated With Learning Loss During the COVID-19 Pandemic.Abstract

We analyze data from approximately 7,800 school districts to describe variation in pandemic-related learning losses among communities and student subgroups. We attempt to understand mechanisms that led to learning losses, as well as explore how historical data from those districts can inform our expectations for how quickly districts will rebound from such losses. We show that learning losses during the pandemic were large and highly variable among communities. Similar to previous research, we find that losses were larger in lower-income and minority districts and in districts which remained remote or hybrid for longer periods during the 2020-21 school year. Among districts, the math learning loss per week of remote/hybrid instruction was larger in high-minority and high-poverty districts. Within districts, however, White students and non-economically disadvantaged students lost about the same amount of ground as Black, Hispanic and economically disadvantaged students. This suggests that the mechanisms driving losses operated at the district or community level, rather than household level. Several community-level characteristics were related to learning losses: broadband access, disruptions to social and economic activity, and trust in government institutions. However, no individual predictor provided strong explanatory power. Relative to historical years, losses during the pandemic were substantial, and an exploratory analysis of historical shocks to achievement suggests that the effects of the pandemic are likely to persist without continued concerted investments in student learning.

Kane, T. J., Blazar, D., Gehlbach, H., & Greenberg, M. (2020). Can Video Technology Improve Teacher Evaluations? An Experimental Study. The MIT Press Journals , 15 (3), 397-427.Abstract

Teacher evaluation reform has been among the most controversial education reforms in recent years. It also is one of the costliest in terms of the time teachers and principals must spend on classroom observations. We conducted a randomized field trial at four sites to evaluate whether substituting teacher-collected videos for in-person observations could improve the value of teacher observations for teachers, administrators, or students. Relative to teachers in the control group who participated in standard in-person observations, teachers in the video-based treatment group reported that post-observation meetings were more “supportive” and they were more able to identify a specific practice they changed afterward. Treatment principals were able to shift their observation work to noninstructional times. The program also substantially increased teacher retention. Nevertheless, the intervention did not improve students’ academic achievement or self-reported classroom experiences, either in the year of the intervention or for the next cohort of students. Following from the literature on observation and feedback cycles in low-stakes settings, we hypothesize that to improve student outcomes schools may need to pair video feedback with more specific supports for desired changes in practice.

Click to read full text on MIT Press Journals

Chin, M., Kane, T., Kozakowski, W., Schueler, B., & Staiger, D. (Working Paper). School District Reform in Newark: Within- and Between- School Changes in Achievement Growth. NBER Working Paper 23922 . Publisher's VersionAbstract
In 2011-12, Newark launched a set of educational reforms supported by $20 million gift. Using data from 2009 through 2016, we evaluate the change in Newark students’ achievement growth relative to similar students and schools elsewhere in New Jersey. We measure achievement growth using a “value-added” model, controlling for prior achievement, demographics and peer characteristics. By the fifth year of reform, Newark saw statistically significant gains in English and no significant change in math achievement growth. Perhaps due to the disruptive nature of the reforms, growth declined initially before rebounding in recent years. Aided by the closure of low value-added schools, much of the improvement was due to shifting enrollment from lower-to higher-growth district and charter schools. Shifting enrollment accounted for 62 percent of the improvement in English. In math, such shifts offset what would have been a decline in achievement growth.
Chin, M., Kane, T., Kozakowski, W., Schueler, B., & Staiger, D. (2017). Assessing the Impact of the Newark Education Reforms . Center for Education Policy Research at Harvard University.Abstract
Aided by $200 million in private philanthropy, city and state leaders launched a major school reform effort in Newark, New Jersey, starting in the 2011–2012 school year. In a coinciding National Bureau of Economic Research (NBER) working paper, we assessed the impact of those reforms on student achievement growth, comparing students in Newark Public Schools (NPS) district and charter schools to students with similar prior achievement, similar demographics, and similar peers elsewhere in New Jersey. This report includes key findings.
Hill, H. C., Kraft, M. A., & Herlihy, C. (2016). Developing Common Core Classrooms Through Rubric-Based Coaching . Center for Education Policy Research at Harvard University.Abstract

The project team is still awaiting student test data to complete the evaluation, but this brief provides a short update on survey results. Students of MQI-coached teachers report that their teachers ask more substantive questions, and require more use of mathematical vocabulary as compared to students of control teachers. Students in MQI-coached classrooms also reported more student talk in class. Teachers who received MQI Coaching tended to find their professional development significantly more useful than control teachers, and were also more likely to report that their mathematics instruction improved over the course of the year.

Kane, T. J. (2016). Let the Numbers Have Their Say: Evidence on Massachusetts' Charter Schools . Center for Education Policy Research at Harvard University.Abstract

In Massachusetts, the charter school debate has centered on four concerns:

  • that the achievement of the high-scoring charter schools is due to selective admission and retention policies and not the education that the charter schools provide,
  • that charter schools are underserving English language learners and special education students,
  • that charter schools are disciplining students at higher rates in order to drive troublesome students back to traditional schools, and
  • that charter schools are undermining traditional public schools financially.

This report summarizes the evidence pertaining to these four concerns.

West, M. R., Morton, B. A., & Herlihy, C. M. (2016). Achievement Network’s Investing in Innovation Expansion: Impacts on Educator Practice and Student Achievement.Abstract

Achievement Network (ANet) was founded in 2005 as a school-level intervention to support the use of academic content standards and assessments to improve teaching and learning. Initially developed within the Boston charter school sector, it has expanded to serve over 500 schools in nine geographic networks across the United States. The program is based on the belief that if teachers are provided with timely data on student performance from interim assessments tied to state standards, if school leaders provide support and create structures that help them use that data to identify student weaknesses, and if teachers have knowledge of how to improve the performance of students who are falling behind, then they will become more effective at identifying and addressing gaps in student learning. This will, in turn, improve student performance, particularly for high-need students.

In 2010, ANet received a development grant from the U.S. Department of Education’s Investing in Innovation (i3) Program. The grant funded both the expansion of the program to serve up to 60 additional schools in five school districts, as well as an external evaluation of the expansion. The Center for Education Policy Research (CEPR) at Harvard University partnered with ANet to design a matched-pair, school-randomized evaluation of their program’s impact on educator practice and student achievement in schools participating in its i3-funded expansion.

Hurwitz, M., Mbekeani, P. P., Nipson, M., & Page, L. C. (2016). Surprising Ripple Effects: How Changing the SAT Score-Sending Policy for Low-Income Students Impacts College Access and Success. Education Evaluation and Policy Analysis. Publisher's VersionAbstract

Subtle policy adjustments can induce relatively large “ripple effects.” We evaluate a College Board initiative that increased the number of free SAT score reports available to low-income students and changed the time horizon for using these score reports. Using a difference-in-differences analytic strategy, we estimate that targeted students were roughly 10 percentage points more likely to send eight or more reports. The policy improved on-time college attendance and 6-year bachelor’s completion by about 2 percentage points. Impacts were realized primarily by students who were competitive candidates for 4-year college admission. The bachelor’s completion impacts are larger than would be expected based on the number of students driven by the policy change to enroll in college and to shift into more selective colleges. The unexplained portion of the completion effects may result from improvements in nonacademic fit between students and the postsecondary institutions in which they enroll.

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