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Jessica Logan

My substantive area of research is how methods and statistical analyses can be improved or applied to questions in children’s development, where I am specifically interested in the areas of reading, language, and math. . I have worked on funded projects across the IES project types. For exploration type projects. In addition to my role as a methodologist, I am also focused on improving the practices of education researchers, encouraging transparency in science, and improving education researchers’ statistical conclusion validity. My methodological publications are specifically written to speak to the needs of education researchers as they plan their studies or model their data.

Publications

  • Introduction to latent class analysis for reading fluency research
  • Best practices for addressing missing data through multiple imputation
  • Understanding policies and practices that support successful transitions to kindergarten
  • Preschool Teachers’ Implementation Fidelity When Using a Technology-Mediated Language and Literacy Intervention
  • Examining Quality in Two Preschool Settings: Publicly Funded Early Childhood Education and Inclusive Early Childhood Education Classrooms
  • Why do early mathematics skills predict later reading? The role of mathematical language
  • The nonlinear relations of the approximate number system and mathematical language to early mathematics development
  • Kindergarten Impacts of a Preschool Language-Focused Intervention
  • A latent profile analysis of math achievement, numerosity, and math anxiety in twins
  • Caregiver Implementation of a Home-Based Reading Program WithTheir Children With Disabilities: Patterns of Adherence
  • Empirically Based Profiles of the Early Literacy Skills of Children With Language Impairment in Early Childhood Special Education
  • Designing caregiver-implemented shared-reading interventions to overcome implementation barriers
  • Does mixing age groups in early childhood education settings support children’s language development?
  • Increasing Caregivers’ Adherence to an Early-Literacy Intervention Improves the Print Knowledge of Children with Language Impairment
  • SKIPing With Head Start Teachers: Influence of T-SKIP on Object-Control Skills
  • Algorithm-driven dosage decisions (AD3): Optimizing treatment for children with language impairment
  • Staff Practices and Social Skill Outcomes in a Sport-Based Youth Program
  • Professional development for early childhood educators: Efforts to improve math and science learning opportunities in early childhood classrooms
  • Early childhood educators' knowledge, beliefs, education, experiences, and children's language- and literacy-learning opportunities: What is the connection?
  • Intensity of language treatment: contribution to children's language outcomes
  • Establishing language benchmarks for children with typically developing language and children with language impairment
  • Pressure points in reading comprehension: A quantile multiple regression analysis
  • Print-Focused Read-Alouds in Early Childhood Special Education Programs
  • Child language and parent discipline mediate the relation between family income and false belief understanding
  • Longitudinal impacts of print-focused read-alouds for children with language impairment
  • The mediating role of classroom quality on peer effects and language gain in pre-kindergarten ECSE classrooms
  • Association between Television Viewing and Parent-Child Reading in the Early Home Environment
  • Predictors of language gains among school-age children with language impairment in the public schools
  • Individual differences in response to a large-scale language and pre-literacy intervention for preschoolers in Denmark
  • SKIPing with teachers: an early years motor skill intervention
  • Designing Effective Speech-Language Interventions for Children in the Public Schools: Leverage the Spacing Effect
  • Using hierarchical linear modeling to examine how individual SLPs differentially contribute to children’s language and literacy gains in public schools
  • Decoding skills in children with language impairment: Contributions of phonological processing and classroom experiences
  • Comparing Children with ASD and Their Peers’ Growth in Print Knowledge
  • Do early learning and literacy support at home predict preschoolers’ narrative skills?
  • Modeling the nature of grammar and vocabulary trajectories from prekindergarten to third grade
  • Fidelity of implementation for an early-literacy intervention: Dimensionality and contribution to children's intervention outcomes
  • The home-literacy environment of young children with disabilities
  • School readiness of children with language impairment: Predicting literacy skills from pre-literacy and social-behavioural dimensions
  • Small-Group, Emergent Literacy Intervention Under Two Implementation Models: Intent-to-Treat and Dosage Effects for Preschoolers at Risk for Reading Difficulties
  • Early childhood language gains, kindergarten readiness, and Grade 3 reading achievement
  • From the trajectory of heritability to the heritability of trajectories
  • Should I allow my confirmatory factors to correlate during factor score extraction? Implications for the applied researcher
  • Latent Profile Moderation: Examining the Differential Impact of a Small-Group Emergent Literacy Intervention
  • Can resilience change over time? Patterns and transitions in resilience among young children involved with the child welfare system
  • Behavior Management and Engagement During Small-Group Instruction as Predictors of Preschoolers’ Literacy Skill Outcomes
  • The early writing skills of children identified as at-risk for literacy difficulties
  • Alignment Between Children’s Numeracy Performance, the Kindergarten Common Core State Standards for Mathematics, and State-Level Early Learning Standards
  • Data Sharing in Education Science
  • Response to Fuson, Clements, and Sarama Commentary on Litkowski, Duncan, Logan, and Purpura (2020)
  • Extending conditional means modeling: An introduction to quantile regression
  • Reading development in young children: Genetic and environmental influences
  • Linear and quadratic growth models for continuous and dichotomous outcomes
  • Rapid serial naming and reading ability: The role of lexical access
  • Heritability across the distribution: An application of quantile regression
  • Relations among home literacy environment, child characteristics and print knowledge for preschool children with language impairment
  • Improving Language-Focused Comprehension Instruction in Primary-Grade Classrooms: Impacts of the Let’s Know! Experimental Curriculum
  • Peer Effects in Early Childhood Education: Testing the Assumptions of Special-Education Inclusion
  • Quality of language intervention provided to primary-grade students with language impairment
  • Comparing Emergent-Literacy Skills and Home-Literacy Environment of Children With Autism and Their Peers
  • Impact of prematurity on language skills at school age
  • Why children differ in motivation to learn: Insights from over 13,000 twins from 6 countries
  • Children's Attendance Rates and Quality of Teacher-Child Interactions in At-Risk Preschool Classrooms: Contribution to Children's Expressive Language Growth
  • It Depends: Conditional Correlation Between Frequency of Storybook Reading and Emergent Literacy Skills in Children With Language Impairments
  • School profiles of at-risk student concentration: Differential growth in oral reading fluency
  • Component processes in reading: Shared and unique variance in serial and isolated naming speed
  • Integration of literacy into speech-language therapy: A descriptive analysis of treatment practices
  • Emergent literacy profiles among prekindergarten children from low-SES backgrounds: Longitudinal considerations
  • Influences on the congruence between parents' and teachers' ratings of young children's social skills and problem behaviors
  • Genetic and environmental influences on the growth of early reading skills
  • Quantile Regression in the Study of Developmental Sciences
  • Exploring how nature and nurture affect the development of reading: An analysis of the florida twin project on reading
  • Math Fluency Is Etiologically Distinct From Untimed Math Performance, Decoding Fluency, and Untimed Reading Performance: Evidence From a Twin Study
  • Do the symptoms of language disorder align with treatment goals? An exploratory study of primary-grade students' IEPs
  • Genetic covariation underlying reading, language and related measures in a sample selected for specific language impairment

Jessica Logan's public data