Early literacy is a key developmental milestone for succeeding in school, yet far too many children in America, particularly the most socially vulnerable, are not meeting this key milestone. For example, NAEP data from 2013 shows that over 80% of Black and Latinx students are below proficient in reading by the end of fourth grade, as compared to…

Background/Context: Both correlational and experimental evidence suggests that having access to books can be a key resource for accelerating the literacy outcomes for children. Results from a 20-year study across 27 nations by Evans, Kelley, Sikora, and Treiman (2010), suggest that children growing up in homes with many books obtain 3 years more…

Background: Race to the Top era teacher evaluation reforms sought to improve teacher effectiveness and, ultimately, student achievement through either accountability or developmental mechanisms (Donaldson, 2021). Quasi-experimental teacher evaluation studies find mixed results in urban and large-scale settings (Dee & Wyckoff, 2015; Steinberg…

Background/Context: Improving reading comprehension has been a persistent and perplexing dilemma around the world since written communication was invented. Reading comprehension, which is the goal of reading, is a multi-faceted construct intertwining code-focused early reading skills and meaning-focused comprehension skills and strategies (Connor…

Background/Context: Literacy stands as a pivotal life skill, especially as it strengthens education across subjects. The elementary years are crucial for mastering literacy, yet national assessments show a decline in elementary students' reading proficiency, with only 33% of American fourth graders reading at grade level (National Center for…

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: Students classified as Long-Term English Learners (LTELs) are those who have not gained fluency in the English language, even after being enrolled in the U.S. K-12 educational system for five to seven years (Olsen, 2014). Although LTELs are not consistently tracked across states, we know they constitute a sizeable portion of…

Background: Early-grade reading proficiency is well documented as in important factor for later academic success. Researchers and educators consider the achievement of reading proficiency by the end of grade three to be crucial to future academic success and financial independence (Hein et al., 2013; La Paro & Pianta, 2000; Singh, 2013). As…

Background/Context: As of Fall 2021, approximately 7.3 million students between the ages 6 to 21 were served under the Individuals with Disabilities Education Act, which accounts for approximately 15%of students in that age range (U.S. Department of Education, 2022). Students with disabilities receiving special education services are guaranteed a…

Background: In 2019, Arkansas had the nation's fourth-lowest reading scores (National Assessment of Educational Progress, 2019). Grounded in evidence that parents and guardians can play a pivotal role in developing their children's reading proficiency (Carnegie Council on Advancing Adolescent Literacy, 2010), the Arkansas Department of Education…

Background/Context: Future Forward (FF) is an early elementary literacy program, administered by Education Analytics (EA), that combines one-on-one tutoring with parent engagement to promote student literacy development both at school and at home. In 2011 FF was funded by an i3 grant to develop the program and test its impact in Milwaukee. Two…

Background/Context: Spurred by changes in federal policy, Response to Intervention (RTI) has witnessed increased adoption across states and districts in the past several decades (Berkeley et al., 2020). Originating in the special education field, RTI involves a shift from a uniform instructional approach to a tiered instructional approach…

Future Forward (FF) is an early primary program that leverages both one-on-one tutoring and parent engagement to develop the literacy skills of struggling readers. In 2010, FF was awarded an i3 grant, under the name of SPARK, to develop and test its impact in seven Milwaukee Public Schools primarily serving low-income Black and Latinx students. In…

Background: Research has shown that teacher feedback is critical for student learning and well-being (Siegle & McCoach, 2007; Wisniewski et al., 2020). However, teachers often provide more positive feedback to students from high socioeconomic backgrounds than to those from low socioeconomic backgrounds (Rimm-Kaufman et al., 2000; Tobisch &…

Background: Efficacy trials in education often possess a motivating theory of change: how and why should the desired improvement in outcomes occur as a consequence of the intervention? In scenarios with repeated measurements, certain subgroups may be more or less likely to manifest a treatment effect; the theory of change (TOC) provides guidance…