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Dan Goldhaber
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Journal Articles
Publisher: Journals Gateway
Education Finance and Policy 1–23.
Published: 26 March 2024
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While the practice of collecting information from applicants’ professional references is widespread, there is a paucity of research linking references’ assessments of applicants to subsequent performance. In this paper, we examine the predictive validity of a specific type of reference-provided information: categorical ratings of teacher applicants collected from their professional references—a potentially low-cost means of enhancing the applicant information available during the hiring process. We find an overall significant relationship between reference ratings and teacher performance as measured by observational evaluation ratings and teacher value added in math, but that this relationship is moderated by two factors. First, while references’ ratings of applicants with prior teaching experience are predictive of performance, those of novice applicants are not. Second, the predictive validity of reference ratings varies according to rater type: Ratings from references identified as the applicants’ Principal/Other Supervisor, Instructional Coach/Department Chair , or Colleague are significantly predictive of performance whereas those from other types of raters are not. Overall, our findings show that meaningful information can be solicited from applicants’ references in the form of categorical ratings but also demonstrate some limitations in the potential for this type of information to inform hiring decisions.
Includes: Supplementary data
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2024) 19 (1): 81–105.
Published: 21 December 2023
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Prior work on teacher candidates in Washington State has shown that about two thirds of individuals who trained to become teachers between 2005 and 2015 and received a teaching credential did not enter the state's public teaching workforce immediately after graduation, while about one third never entered a public teaching job in the state at all. In this analysis, we link data on these teacher candidates to unemployment insurance data in the state to provide a descriptive portrait of the future earnings and wages of these individuals inside and outside of public schools. Candidates who initially became public school teachers earned considerably more, on average, than candidates who were initially employed either in other education positions or in other sectors of the state's workforce. These differences persisted ten years into the average career and across transitions into and out of teaching. There is therefore little evidence that teacher candidates who did not become teachers were lured into other professions by higher compensation. Instead, the patterns are consistent with demand-side constraints on teacher hiring during this time period that resulted in individuals who wanted to become teachers taking positions that offered lower wages but could lead to future teaching positions.
Includes: Supplementary data
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2023) 18 (2): 253–276.
Published: 20 March 2023
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We use longitudinal data from Massachusetts that link high school course-taking records in career and technical education (CTE) to postsecondary student outcomes to provide the first empirical evidence linking characteristics of CTE teachers to later student outcomes. We find that CTE teachers who received better scores on subject performance tests required for licensure tend to have students with higher longer-term earnings than CTE teachers who received lower scores on these tests, controlling for other factors. Specifically, we estimate that a 1 standard deviation increase in teacher performance on these tests is associated with about a $1,000 increase in average expected earnings for the teacher's students five years after their expected graduation date, controlling for licensure test area and observable differences between students.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2021) 16 (4): 690–715.
Published: 01 October 2021
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Indiana, Oklahoma, and Washington have programs designed to address college enrollment and completion gaps by offering a promise of state-based college financial aid to low-income middle school students in exchange for making a pledge to do well in high school, be a good citizen, not be convicted of a felony, and apply for financial aid to college. Using a triple-difference specification, we find that Washington's College Bound Scholarship shifted enrollment from out-of-state to in-state colleges at which the scholarship could be used. While we find suggestive evidence that the program increased the likelihood of attending a postsecondary institution and attaining a bachelor's degree within five years of high school, we discuss why the program might be more successful if it did not require students to sign a pledge.
Includes: Supplementary data
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2020) 15 (3): 581–591.
Published: 01 June 2020
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A growing literature documents the importance of student teaching placements for teacher development. Emerging evidence from this literature highlights the importance of the mentor teacher who supervises this placement, as teachers tend to be more effective when they student teach with a mentor who is a more effective teacher. But the efficacy of policies that aim to have effective teachers serve as mentors depends a great deal on the availability of effective teachers to serve in this role. We therefore use data from Washington State to illustrate that there is ample scope for change in student teacher placements; in other words, there are far more effective teachers within fifty miles of a teacher education program (TEP) who could host a student teacher in each year than the number of teachers who serve in this role. We also discuss the considerable challenges to improvement efforts related to the need for better coordination between TEPs, K–12 school systems, and states. Finally, we argue that, if policy makers value teacher candidate development equivalently to teacher in-service development, they should be willing to pay substantially more than the current average compensation for mentor teachers to recruit effective teachers to serve in this role.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2020) 15 (2): 383–396.
Published: 01 March 2020
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Education policy makers must make decisions under uncertainty. Thus, how they think about risks has important implications for resource allocation, interventions, innovation, and the information that is provided to the public. In this policy brief we illustrate how the standard of evidence for making decisions can be quite inconsistently applied, in part because of how research findings are reported and contextualized. We argue that inconsistencies in evaluating the probabilities of risks and rewards can lead to suboptimal decisions for students. We offer suggestions for how policy makers might think about the level of confidence they need to make different types of decisions and how researchers can provide more useful information so that research might appropriately affect decision making.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2018) 13 (1): 1–18.
Published: 01 January 2018
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Includes: Supplementary data
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2017) 12 (2): 197–223.
Published: 01 April 2017
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Despite their widespread use, there is little academic evidence on whether applicant selection instruments can improve teacher hiring. We examine the relationship between two screening instruments used by Spokane Public Schools to select classroom teachers and three teacher outcomes: value added, absences, and attrition. We observe all applicants to the district (not only those who are hired), allowing us to estimate sample selection-corrected models using random tally errors and variation in the level of competition across job postings as instruments. Ratings on the screening instruments significantly predict value added in math and teacher attrition, but not absences—an increase of one standard deviation in screening scores is associated with an increase of about 0.06 standard deviations of student math achievement, and a decrease in teacher attrition of 3 percentage points. Hence the use of selection instruments appears to be a key means of improving the quality of the teacher workforce.
Includes: Supplementary data
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2016) 11 (4): 449–481.
Published: 01 October 2016
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This paper examines the savings behavior of public school teachers who are enrolled in a hybrid pension plan that includes a defined contribution (DC) component. Few states have incorporated DC features into teacher pension systems and little is known about how providing teachers with greater control over deferred compensation might affect their savings behavior—an important determinant of retirement security. We find the retirement savings choices of teachers—how much they opt to contribute to a DC retirement account—to be generally consistent with that of their peers in the private sector. In particular, age and salary are positively correlated with contribution rates, and contribution rates increase with teaching experience. Importantly, our analysis of retirement wealth suggests that Washington's hybrid plan is likely to provide a level of retirement security for a typical teacher that is comparable to or greater than that provided by the state's pure defined benefit plan.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2013) 8 (4): 494–527.
Published: 01 October 2013
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Over 2,000 teachers in the state of Washington received reduction-in-force (RIF) notices across the 2008–09 and 2009–10 school years. We link data on these RIF notices to an administrative data set that includes student, teacher, school, and district variables to determine the factors that predict the likelihood of a teacher receiving a RIF notice. Not surprisingly, we find that a teacher's seniority is the strongest predictor, but we also find (all else equal) that teachers with master's degrees and those credentialed in the high-need areas of math, science, and special education were less likely to receive a RIF notice. Value-added measures of teacher effectiveness, which can be calculated for a subset of the teachers, were not correlated with the probability of receiving a RIF notice. Finally, simulations suggest that a very different group of teachers would be targeted for layoffs under an effectiveness-based layoff scenario than under the seniority-driven system that exists today.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2013) 8 (3): 418–434.
Published: 01 July 2013
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In this policy brief we argue that there is little debate about the statistical properties of value-added model (VAM) estimates of teacher performance, yet, despite this, there is little consensus about what the evidence about VAMs implies for their practical utility as part of high-stakes performance evaluation systems. A review of the evidence base that underlies the debate over VAM measures, followed by our subjective opinions about the value of using VAMs, illustrates how different policy conclusions can easily arise even given a high-level general agreement about an existing body of evidence. We conclude the brief by offering a few thoughts about the limits of our knowledge and what that means for those who do wish to integrate VAMs into their own teacher-evaluation strategy.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2010) 5 (4): 558–586.
Published: 01 October 2010
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In this article we focus on two questions: How well do teachers understand their current pension plans, and what do they think about alternative plan structures? The data come from administrative records and a 2006 survey of teachers in Washington State. The results suggest that Washington's teachers are fairly knowledgeable about their pensions, although new entrants and mid-career teachers appear to be less knowledgeable than veterans. As for teachers' preferences for plan structure, the survey suggests that when it comes to investing additional retirement savings, a plurality of teachers favor defined contribution plans that offer more portability and choice but also more risk than traditional defined benefit plans. Again, perhaps unsurprisingly, the findings suggest that, all else equal, teachers newer to the profession are more likely than veterans to favor a defined contribution structure.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2010) 5 (1): vi.
Published: 01 January 2010
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2009) 4 (3): 229–262.
Published: 01 July 2009
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Investment in the certification of teachers by the National Board of Professional Teaching Standards (NBPTS) represents a significant policy initiative for the nation's public school teachers. This article investigates the potential impact of NBPTS certification on teachers' career paths. Using a competing risks model on data from North Carolina public schools, we find evidence that those teachers who apply to NBPTS are more likely to be mobile than are nonapplicants, particularly after they have gone through the certification process. Regression discontinuity estimates suggest that National Board–certified teachers are more likely than unsuccessful applicants to leave the North Carolina public school system and that this appears to result from certified teachers exiting high-minority schools, particularly Charlotte-Mecklenburg schools.
Journal Articles
Publisher: Journals Gateway
Education Finance and Policy (2006) 1 (3): 372–382.
Published: 01 July 2006
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This brief summarizes findings from several research articles that focus on the National Board for Professional Teaching Standards (NBPTS). This work focuses on three key questions: Who applies for and becomes National Board certified? Where do National Board Certified Teachers (NBCTs) teach? Are they more effective than other teachers? The findings suggest that: (1) teachers are less likely to become certified if teaching disadvantaged students; (2) NBCTs are more effective than noncertified NBPTS-applicants and nonapplicants; and (3) the mobility patterns of NBCTs decrease the chances that low-performing students will be taught by a teacher with this credential.