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A growing quantitative literature finds evidence that student teaching placements predict later outcomes of teacher candidates and their students, but there is little large-scale quantitative evidence about the mechanisms for these estimated relationships. We use data from a survey of STEM teachers in Washington State to better understand how their perceptions of preparation are related to student teaching placements and current classroom environment. We find evidence that the composition of students in student teaching classrooms are predictive of STEM teachers’ perceptions of their preparation. For example, STEM teachers who student taught in classrooms with more English Language Learners and economically disadvantaged students reported feeling prepared to teach these specific student populations. Likewise, STEM teachers who student taught in high-poverty classrooms tended to report feeling better prepared to manage their current classroom, particularly if they were currently teaching in a high-poverty classroom.
Citation: Dan Goldhaber, Roddy Theobald, Kathryn Choate, Nate Brown (2021). The Front End of the STEM Teacher Pipeline: Early Career STEM Teachers' Field Experiences and Perceptions of Preparation. CALDER Working Paper No. 254-0721
States are responsible for setting and evaluating the standards that teacher preparation programs (TPPs) must meet for accreditation. Despite the considerable investment that states make in this process, no prior research has linked the ratings of TPPs generated by program reviews to inservice teacher performance. In this paper, we describe analyses of program review ratings from Massachusetts and their relationship to formal inservice teacher evaluation ratings and the value-added effectiveness of teachers. When comparisons are made across all schools and districts in the state, we find that a TPP’s review scores are positively predictive of both inservice teacher evaluations and value added of TPP graduates, particularly when scores are aggregated within specific categories like partnerships and fieldbased practices. These relationships, however, become more modest for teacher evaluations and statistically insignificant for value added when the relationships are identified based on comparisons between TPP graduates who are teaching in the same schools and districts. It is not possible to separate whether these differences are due to the TPPs, the schools and districts themselves, or the connections between them, so future work is necessary to further validate TPP review scores in this setting and others.
Citation: Meagan Comb, James Cowan, Dan Goldhaber, Zeyu Jin, Roddy Theobald (2021). State Ratings of Educator Preparation Programs: Connecting Program Review to Teacher Effectiveness. CALDER Working Paper No. 249-0321
We examine how teachers from two alternative preparation programs—Teach for America (TFA) and Kansas City Teacher Residency (KCTR)—contribute to the teacher labor market in and around Kansas City, Missouri. We show that TFA and KCTR teachers are more likely than other teachers to work in charter schools, and more broadly, in schools with high concentrations of low-income, low-performing, and underrepresented minority (Black and Hispanic) students. TFA and KCTR teachers are themselves more racially/ethnically diverse than the larger local-area teaching workforce, but only KCTR teachers are more diverse than teachers in the same districts in which they work. In math in grades 4-8 we find sizeable, positive impacts of TFA and KCTR teachers on test-score growth relative to non-program teachers. We also estimate positive impacts on test-score growth in English Language Arts (ELA) for teachers from both programs, but our ELA estimates are smaller in magnitude.
This paper was published in AERA Open in June 2021 and can be found here.
Citation: Yang An, Cory Koedel (2020). How Do Teachers from Alternative Pathways Contribute to the Teaching Workforce in Urban Areas? Evidence from Kansas City. CALDER Working Paper No. 243-0920
The clinical teaching experience is one of the most important components of teacher preparation. Prior observational research has found that more effective mentors and schools with better professional climates are associated with better preparation for teacher candidates. We test these findings using an experimental assignment of teacher candidates to placement sites in two states. Candidates who were randomly assigned to higher quality placement sites experienced larger improvements in performance over the course of the clinical experience, as evaluated by university instructors. The findings suggest that improving clinical placement procedures can improve the teaching quality of candidates.
Citation: Dan Goldhaber, Matt Ronfeldt, James Cowan, Trevor Gratz, Emanuele Bardelli, Matt Truwit, Hannah Mullman (2020). Room for Improvement? Mentor Teachers and the Evolution of Teacher Preservice Clinical Evaluations. CALDER Working Paper No. 239-0620
We use a novel database of student teaching placements in Washington State to investigate teachers’ transitions from student teaching classrooms to first job classrooms and the implications for student achievement. We find that first-year teachers are more effective when they are teaching in the same grade, in the same school level, or in a classroom with student demographics similar to their student teaching classroom. We also document that only 27% of first-year teachers are teaching the same grade they student taught, and that first-year teachers tend to begin their careers in higher-poverty classrooms than their student teaching placements. This suggests that better aligning student teacher placements with first-year teacher hiring could be a policy lever for improving early-career teacher effectiveness.
This paper was published in Educational Evaluation and Policy Analysis in July 2021 and can be found here.
Citation: John Krieg, Dan Goldhaber, Roddy Theobald (2020). Disconnected Development? The Importance of Specific Human Capital in the Transition from Student Teaching to the Classroom. CALDER Working Paper No. 236-0520
We evaluate the predictive validity of the Massachusetts Candidate Assessment of Performance (CAP), a practice-based assessment of teaching skills that is typically taken during a candidate’s student teaching placement and is a requirement for teacher preparation program completion in Massachusetts. We find that candidates’ performance on the CAP predicts their in-service summative performance evaluations in their first 2 years in the teaching workforce and provides a signal of these ratings beyond what is already captured by the state’s traditional licensure tests, but is not predictive of their value added to student test scores. These findings suggest that the CAP captures aspects of candidates’ skills and competencies that are better reflected in their future performance evaluations than by their impacts on student performance.
Working paper 223-1019 was orginally published in October 2019. This is an updated version, published in February 2021.
Citation: Bingjie Chen, James Cowan, Dan Goldhaber, Roddy Theobald (2019). From the Clinical Experience to the Classroom: Assessing the Predictive Validity of the Massachusetts Candidate Assessment of Performance . CALDER Working Paper No. 223-1019-2
Prior research has shown that about 15% of teachers are hired into the same school in which they student taught, about 40% are hired into their student teaching district, and the location of teachers’ student teaching placements is more predictive of where they are hired than where they went to high school or college. While this suggests that strategic student teaching placements are a potential policy lever for addressing regional teacher shortages, there is no prior empirical evidence of a relationship between student teaching placements and teacher shortages. In this paper, we describe research from Washington state that descriptively explores the relationship between student teaching placements and a proxy for teacher shortages, the proportion of new teacher hires in a school or district with emergency teaching credentials. We find that schools and districts that host fewer student teachers tend to hire significantly more new teachers with emergency credentials the following year, and that these relationships are robust to controlling for school and district urbanicity, distance to a teacher education program, and other observable school and district characteristics. This descriptive evidence suggests exploring efforts to place student teachers in schools and districts that struggle to staff their classrooms.
This paper has been published in Educational Researcher and can be found here, September 2020.
Citation: Dan Goldhaber, John Krieg, Natsumi Naito, Roddy Theobald (2019). Student Teaching and the Geography of Teacher Shortages. CALDER Working Paper No. 222-1019
We use a novel database of the preservice apprenticeships (“student teaching placements”) of teachers in Washington State to investigate the relationship between mentor effectiveness (as measured by value added) and the future effectiveness of their mentees. We find a strong, positive relationship between the effectiveness of a teacher’s mentor and their own effectiveness in math and a more modest relationship in English Language Arts. The relationship in math is strongest early in a teacher’s career, decays significantly over time, and would be positive and statistically significant even in the presence of nonrandom sorting on unobservables of the same magnitude as the sorting on observables. Put together, this suggests that at least some of this relationship reflects a causal relationship between mentor effectiveness and the future effectiveness of their mentees in math.
This paper has been published in Labour Economics and can be found here, April 2020.
Citation: Dan Goldhaber, John Krieg, Roddy Theobald (2018). Effective Like Me? Does Having a More Productive Mentor Improve the Productivity of Mentees? . CALDER Working Paper No. 208-1118-1
We exploit within-teacher variation in the years that teachers host an apprentice (“student teacher”) in Washington State to estimate the causal effect of these apprenticeships on student achievement, both during the apprenticeship and afterwards. The average causal effect of hosting a student teacher on student performance in the year of the apprenticeship is precisely estimated and indistinguishable from zero in both math and reading, though effects are large and negative in math when ineffective teachers host an apprentice. Hosting a student teacher is also found to have modest positive impacts on student math and reading achievement in a teacher’s classroom in following years.
This paper has been published in The Journal of Research on Educational Effectiveness and can be found here, February 2020.
Citation: Dan Goldhaber, John Krieg, Roddy Theobald (2018). Exploring the Impact of Student Teaching Apprenticeships on Student Achievement and Mentor Teachers . CALDER Working Paper No. 207-1118-1
We use comprehensive data on student teaching placements from 14 teacher education programs (TEPs) in Washington State to explore the sorting of teacher candidates to the teachers who supervise their student teaching (“cooperating teachers”) and the schools in which student teaching occurs. We find that, all else equal, teachers with more experience, higher degree levels, and higher value added in math are more likely to serve as cooperating teachers, as are schools with lower levels of historical teacher turnover but with more open positions the following year. We also find that teacher candidates are more likely to be placed with cooperating teachers of the same gender and race/ethnicity, and are more likely to work with cooperating teachers and in schools with administrators who graduated from the candidate’s TEP.
This paper has been published in The Journal of Teacher Education and can be found here, July 2019.
Citation: John Krieg , Dan Goldhaber, Roddy Theobald (2018). Teacher Candidate Apprenticeships: Assessing the Who and Where of Student Teaching. CALDER Working Paper No. 206-1118-1
A burgeoning literature investigates the importance of student teaching placements for teacher candidate development, but an important perspective that is largely missing from the existing literature is that of the school districts that host student teachers. In this paper, we describe the student teaching process from the perspective of Spokane Public Schools (SPS), highlighting the challenges associated with the student teacher placement process and several initiatives SPS has undertaken to improve student teaching experiences for teacher candidates. To our knowledge, this is the first systematic effort by a school district to improve the student teaching process and study the effects on teacher candidate outcomes. The initiatives undertaken by SPS illustrate the potential for districts to take a leadership role in defining the student teaching process and highlight some of the challenges inherent in hosting student teachers.
Citation: Dan Goldhaber, Cyrus Grout, Kim Harmon, Roddy Theobald (2018). A Practical Guide to Challenges and Opportunities in Student Teaching: A School District’s Perspective. CALDER Working Paper No. 205-1018-1
Student teaching has long been considered the most important component of an effective teacher education program. Recently, new research is finding links between these experiences and teacher candidates’ future effectiveness, yet relatively little is known about the student teacher placement process and, in particular, the processes that lead to the matching of teacher candidates to the in-service teachers who supervise their student teaching (“cooperating teachers”). In this study, we examine the match process as well as the factors that influence these placement decisions. We also explore how, if at all, practices vary across teacher education programs (TEPs), districts, and schools. We find that, in broad terms, the process for matching student teachers to mentor teachers is similar across educational institutions, although TEPs and school systems sometimes face competing priorities when placing student teachers in classrooms. We also identify a problem of information asymmetry in the placement process, which leaves TEPs with questions about how cooperating teachers are selected and districts and schools with limited information with which to make thoughtful and intentional matches between candidates and cooperating teachers. Finally, we document the important role of social networks in placements and how they can advantage some TEPs, districts, and schools in this process.
Citation: Elise St. John, Dan Goldhaber, John Krieg, Roddy Theobald (2018). How the Match Gets Made: Exploring Student Teacher Placements Across Teacher Education Programs, Districts, and Schools. CALDER Working Paper No. 204-1018-1
UTeach is a well-known, university-based program designed to increase the number of high-quality STEM teachers in the workforce. Despite substantial investment and rapid program diffusion, there is little evidence about the effectiveness of UTeach graduates. Using administrative data from the state of Texas, we measure the impact of having a UTeach teacher on student test scores in math and science in middle schools and high schools. We find that students taught by UTeach teachers perform significantly better on end-of-grade tests in math and end-of-course tests in math and science by 8% to 14% of a standard deviation on the test, depending on grade and subject.
WP 173 was revised in February 2018. It was originally released in December 2016.
Citation: Benjamin Backes, Dan Goldhaber, Whitney Cade, Kate Sullivan , Melissa Dodson (2018). Can UTeach? Assessing the Relative Effectiveness of STEM Teachers. CALDER Working Paper No. 173
Recent evidence on teacher productivity suggests teachers meaningfully influence noncognitive student outcomes that are commonly overlooked by narrowly focusing on student test scores. These effects may show similar levels of variation across the teacher workforce and are not significantly correlated with value-added test score gains. Despite a large number of studies investigating the TFA effect on math and English achievement, little is known about nontested outcomes. Using administrative data from Miami-Dade County Public Schools, we investigate the relationship between being in a TFA classroom and non-test student outcomes. We validate our use of nontest student outcomes to assess differences in teacher productivity using the quasi-experimental teacher switching methods of Chetty, Friedman, and Rockoff (2014) and find multiple cases in which these tests reject the validity of candidate nontest outcomes. Among the cases deemed valid, we find suggestive evidence that students taught by TFA teachers in elementary and middle school were less likely to miss school due to unexcused absences and suspensions (compared to non-TFA teachers in the same school), although point estimates are very small. Other nontest outcomes were found to be valid but showed no evidence of a TFA effect.
Citation: Benjamin Backes, Michael Hansen (2015). Teach For America Impact Estimates on Nontested Student Outcomes. CALDER Working Paper No. 146
Teach For America (TFA) is an alternative certification program that intensively recruits and selects recent college graduates and midcareer professionals to teach in schools serving high-need students. Prior rigorous evaluations of the program have generally found positive effects of TFA teachers on students’ learning in math and science and no significant differences in reading or language arts, compared with non-TFA teachers’ effects in the same schools. No priorstudies, however, have specifically focused on TFA effects in the Atlanta region.
This report examines the efficacy of TFA teachers in the Atlanta region spanning the 2005-06 through 2013-14 school years. Using longitudinal administrative data from three major school districts with significant numbers of recent TFA placements, we generate TFA effect estimates based on two series of Georgia’s standardized tests—the end-of-grade Criterion-Referenced Competency Tests (CRCTs) and end-of-course tests (EOCTs).
We find evidence of a positive effect in student learning due to the hiring of TFA teachers in these three districts, compared with the performance of non-TFA colleagues in the same schools. Estimated TFA effects are positive and statistically significant in social studies and science on the state’s CRCTs, and in American literature on the state’s EOCTs. We find no significant differences in performance between TFA and non-TFA teachers in the other subjects we analyzed. Supplementary analyses show these results are not sensitive to the inclusion of data from a period of well-documented test score manipulation in Atlanta Public Schools.
Citation: Michael Hansen, Tim Sass (2015). Performance Estimates of Teach For America Teachers in Atlanta Metropolitan Area School Districts. CALDER Working Paper No. 145
We examine the extent to which clustering large numbers of Teach For America (TFA) corps members in a limited number of low-performing schools was accompanied by changes in teacher mobility decisions. Using longitudinal data from Miami-Dade spanning six school years, augmented with survey responses from TFA’s own Alumni Survey for cohorts placed in the Miami region, we use Cox proportional hazards models and multinomial logit decision models in a modified difference-in-difference (DD) framework. Our results suggest that the increased concentration of TFA corps members in schools was associated with a reduction in TFA mobility across schools after the first year of service, but it did not affect the overall retention of corps members in the district after the two-year commitment. In addition, we find evidence suggesting non-TFA teachers in schools with a relatively high proportion of TFA corps members were significantly more likely to leave the district. We also find that TFA corps members retained beyond the two-year commitment performed substantially better in mathematics during their first two years of teaching: evidence of positive selection into postcommitment retention. Finally, we produce steady-state estimates of the minimum TFA effects necessary for the district to prefer hiring a TFA corps member relative to a non-TFA hire. TFA corps members in the district exceed this minimum value in both reading and mathematics.
Citation: Michael Hansen, Benjamin Backes, Victoria Brady (2015). Teacher Attrition and Mobility During the Teach For America Clustering Strategy in Miami-Dade County Public Schools. CALDER Working Paper No. 139
A sizeable body of evidence has documented the effectiveness of Teach For America (TFA) corps members at raising the mathematics test scores of their students, though little is known about the program’s impact at the school level. TFA’s recent placement strategy in the Miami-Dade County Public Schools, in which large numbers of TFA corps members are placed as clusters into a targeted set of disadvantaged schools, provides an opportunity to evaluate the impact of the TFA program on broader school performance. This study examines whether the influx of TFA corps members led to a spillover effect on other teachers’ performance. We find that many of the schools chosen to participate in the cluster strategy experienced large subsequent gains in mathematics achievement. These gains were driven in part by the composition effect of having larger numbers of effective TFA corps members. However, we do not find any evidence that the clustering strategy led to any spillover effect on schoolwide performance. In other words, our estimates suggest that the extra student gains for TFA corps members under the clustering strategy would be equivalent to gains resulting from an alternate placement strategy in which corps members were evenly distributed across schools.
Revised August 31, 2015
Citation: Michael Hansen, Benjamin Backes, Victoria Brady, Zeyu Xu (2015). Examining Spillover Effects from Teach For America Corps Members in Miami- Dade County Public Schools. CALDER Working Paper No. 113
This study uses detailed administrative data on teachers and students from the state of North Carolina to revisit the empirical evidence on master’s degrees, with attention to teachers at the middle and high school levels. It provides descriptive information on which types of teachers obtain master’s degrees, for which subjects, at which institutions, and during what phase of their career. The study estimates returns to master’s degrees using teacher fixed effects to control for time-invariant characteristics of teachers, thus separating the effects of teacher decisions to get an advanced degree from the effects of having one. Even with this careful attention to selection bias, we confirm the findings of prior studies showing that teachers with master’s degrees are no more effective than those without. The only consistently positive effect of attaining a master’s degree emerging from this study relates not to student test scores but rather to lower student absentee rates in middle school.
Citation: Helen Ladd, Lucy C. Sorensen (2015). Do Master’s Degrees Matter? Advanced Degrees, Career Paths, and the Effectiveness of Teachers. CALDER Working Paper No. 136
Most studies that have fueled alarm over the attrition and mobility rates of teachers have relied on proxy indicators of teacher quality, even though these proxies correlate only weakly with student performance. This paper examines the attrition and mobility of early-career teachers of varying quality using value-added measures of teacher performance. Unlike previous studies, this paper focuses on the variation in these effects across the effectiveness distribution. On average, more effective teachers tend to stay in their initial schools and in teaching. But the lowest performing teachers, who are generally the most likely to transfer between schools, appear to "churn" within the system, and teacher mobility appears significantly affected by student demographics and achievement levels.
Citation: Dan Goldhaber, Betheny Gross, Daniel Player (2014). Teacher Career Paths, Teacher Quality, and Persistence in the Classroom: Are Schools Keeping their Best?. CALDER Working Paper No. 29
We compare teacher preparation programs in Missouri based on the effectiveness of their graduates in the classroom. The differences in effectiveness between teachers from different preparation programs are very small. In fact, virtually all of the variation in teacher effectiveness comes from within-program differences between teachers. Prior research has overstated differences in teacher performance across preparation programs for several reasons, most notably because some sampling variability in the data has been incorrectly attributed to the preparation programs.
Citation: Cory Koedel, Eric Parsons, Michael Podgursky, Mark Ehlert (2012). Teacher Preparation Programs and Teacher Quality: Are There Real Differences Across Programs. CALDER Working Paper No. 79