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…

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: 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…

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: 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…

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/Context: Math education remains a critical focus for national education improvement. As a solution, districts in the U.S. are investing in math education technologies. Research has demonstrated the potential of these technologies to close achievement gaps (e.g., Pape et al., 2012; Roschelle et al., 2016). Student math achievement is…

Background/Context: Conditional cash transfers (CCTs) have become one of the most prevalent and rapidly growing social assistance strategies in developing countries. Typically, education-focused CCT programs provide monthly or bimonthly cash payments to students who meet specific attendance requirements. There is a wealth of literature documenting…

Background/Context: Well-documented achievement gaps persist between members of disadvantaged social groups and their more advantaged peers (Domina et al., 2018; Harackiewicz et al., 2014; Musu-Gillette et al., 2017; Stoet & Geary, 2013). Certainly, systemic and structural factors explain most of these gaps; yet, there is another contributor…

Background/Context: Despite increasing school enrollment, significant literacy gaps persist in developing countries, with many children unable to read by age 10. This paper evaluates "M'ap Li Net Ale," a comprehensive intervention aimed at improving early-grade reading skills in Haiti, a context characterized by limited government…

Background: Retention of early-career teachers is a persistent problem in the United States, with 44% of teachers leaving the profession within five years nationally (Ingersoll et al., 2018). Similar trends are seen in Georgia as a whole (Henson et al., 2015), and among Atlanta Public Schools (2019). Retention of Black educators presents an even…

Background/Context: Reading achievement declined drastically during the COVID-19 pandemic (Bailey et al., 2021). One report suggests more than one-third of fourth-grade students cannot read at a basic level and access to effective literacy instruction is particularly limited for minority students and students with learning disabilities (Ellis et…

Academic achievement in the nation's lowest performing schools is troubling. Despite improvements in students' overall academic achievement over the past few decades, proficiency gaps in reading and mathematics remain across income, racial, and ethnic groups. One promising strategy for reducing achievement gaps is to expand the school day, often…

Nearly one in five Americans does not graduate from high school (U.S. Department of Education, 2017) and risk of dropout disproportionally affects economically disadvantaged, racial/ethnic minorities. Dropout occurs for many reasons but usually results from cumulative disengagement with school (Fine, 1991; Orfield et al., 2004). Identity-Based…

Background: Students who do not acquire social and emotional skills are at risk for a range of negative outcomes that include emotional and behavioral disabilities, lower school achievement and school failure, peer rejection, substance abuse, and school dropout (Downer & Pianta, 2006; Riggs et al., 2006 Quinn & Poirier, 2004). Tools for…