Background: The closures resulting from the COVID-19 pandemic significantly impacted teacher licensure pathways. During that time, prospective teachers had less access to student teaching experiences, fewer program and course completion opportunities, and a reduced ability to prepare for and pass state licensing examinations. In response, a State…

Background: Education plays a pivotal role in empowering individuals with the knowledge and skills needed for careers, economic progress, and societal engagement. Dropping out of school before achieving a qualification undermines these opportunities and has an impact on individuals and society (Audit Commission, 2010; OECD, 2023). International…

Background: Implementation quality is a significant factor in determining whether a program has its intended impact (Durlak and DuPre, 2008; List et al., 2021). Therefore, when studying a program's efficacy, researchers must ensure that the program is implemented as intended to estimate its impact. To evaluate whether a program is being…

Background/Context: Technology in education has become a vital part of modern education systems (Turugare & Rudhumbu, 2020, Osterweil et. al, 2015; Ghory & Ghafory, 2021). Over the past two decades, it has transformed the way we teach, learn, and assess knowledge (U.S. Department of Education Office of Educational Technology, 2017; Partala…

Background: The need for evidence-based, effective interventions is especially great in literacy -- particularly for young students, mastering early literacy skills is predictive of later school success (Slavin et al., 2011). Understanding the relationship between letters and sounds, also known as the alphabetic principle, is essential for…

Background: The compounding crises of Hurricane Maria, the 2020 earthquakes, the COVID-19 pandemic, Puerto Rico's territorial status, and the ongoing economic recession, have poignantly disrupted an already-stressed education system in Puerto Rico; including through the closing public schools due to compromised infrastructure after climate…

Background: The data revolution in education has led to more data collection, more randomized controlled trials (RCTs), and more data collection within RCTs. Often following IES recommendations, researchers studying program effectiveness gather data on how the intervention was implemented. Educational implementation data can be complex, including…

In 2008, Maine implemented the Educational Opportunity Tax Credit (EOTC), a tax credit that repays up to $4,400 of student loan debt to filers who live in Maine, work in Maine, are paying towards their student debt, and who have an eligible degree. In 2019, Maine Revenue Services (MRS) provided 14,341 EOTC tax credits to 19,798 people, with annual…

Background/Context: There has been a growing realization in American education that the traditional focus on academics, particularly mathematics and English language arts, is insufficient to guarantee success in the modern workforce and society (Griffin and Care, 2015). Educators, policymakers, and researchers have correspondingly broadened the…

Background/Context: In the early elementary grades, many students do not achieve literacy proficiency due to inadequate personalized literacy instruction (Taylor et al., 2010). Despite increasing evidence that differentiated instruction informed by assessments of students' reading abilities can improve learning more effectively than…

Future Forward (FF) is an early elementary literacy program that pairs one-on-one tutoring with parent engagement. In 2017, Education Analytics (EA) received an Education Innovation and Research (EIR) Mid-Phase grant to expand FF to 14 schools in seven school districts across three states. The randomized control trial (RCT) study of the 2019-20 FF…

Background: Federal lawmakers passed the Teacher Education Assistance for College and Higher Education (TEACH) Grant program in 2008 to incentivize enrollment in bachelor's and master's degrees in education and to reduce teacher labor supply issues in high-need fields at low-income schools. The program offers undergraduate and graduate students up…

Background/Context: Accelerated Study in Associate Programs (ASAP) is a comprehensive program developed by the City University of New York (CUNY) that has demonstrated remarkable success for associate degree-seeking students, nearly doubling the three-year graduation rate in a randomized controlled trial (Scrivener, et al., 2015). The model has…

Background/Context: Video-based professional learning (PL) models for math and science teachers have gained prominence over the past two decades (Borko, Koellner, Jacobs, & Seago, 2011; Sherin, 2003), with demonstrated impacts on teacher and student outcomes (Sun & van Es, 2015; Kersting, Givvin, Sotelo, & Stigler, 2010; Kersting,…

Background: Promise programs are place-based financial aid awards that seek to promote postsecondary attainment by covering all or nearly all college tuition costs. In 2015 Oregon became the second state in the country after Tennessee to implement a statewide promise program (Higher Education Coordinating Commission [HECC], 2020). Oregon Promise…