Carly D. Robinson
Integrating Open Science Principles into Quasi-Experimental Social Science Research
Topics: MethodsQuasi-experimental methods are a cornerstone of applied social science, providing critical answers to causal questions that inform policy and practice. Although open science principles have influenced experimental research norms across the social sciences, these practices are rarely implemented… more →
A Scalable Approach to High-Impact Tutoring for Young Readers: Results of a Randomized Controlled Trial
Topics: Student LearningThis paper presents the results from a randomized controlled trial of Chapter One, an early elementary reading tutoring program that embeds part-time tutors into the classroom to provide short bursts of 1:1 instruction. Eligible kindergarten students were randomly assigned to receive… more →
The Effects of Virtual Tutoring on Young Readers: Results from a Randomized Controlled Trial
Topics: Student LearningTags: TutoringIn-person tutoring has been shown to improve academic achievement. Though less well-researched, virtual tutoring has also shown a positive effect on achievement but has only been studied in grade five or above. We present findings from the first randomized controlled trial of virtual tutoring… more →
Tutor CoPilot: A Human-AI Approach for Scaling Real-Time Expertise
Topics: Student LearningGenerative AI, particularly Language Models (LMs), has the potential to transform real-world domains with societal impact, particularly where access to experts is limited. For example, in education, training novice educators with expert guidance is important for effectiveness but expensive,… more →
Answering the call: How changes to the salience of job characteristics affects college students’ decisions
Tags: Professional developmentCollege students make job decisions without complete information. As a result, they may rely on misleading heuristics (“interesting jobs pay badly”) and pursue options misaligned with their goals. We test whether highlighting job characteristics changes decision making. We find increasing the… more →
The inequity of opt-in educational resources and an intervention to increase equitable access
Topics: Student LearningTags: Student supports, EquityBillions of dollars are invested in opt-in, educational resources to accelerate students’ learning. Although advertised to support struggling, marginalized students, there is no guarantee these students will opt in. We report results from a school system’s implementation of on-demand tutoring.… more →
A Framework for Motivating Teacher-Student Relationships
Topics: Teacher and Leader DevelopmentFew question the value of teacher-student relationships (TSRs) for educational outcomes. TSRs are positively associated with students’ achievement and engagement, as well as teachers’ well-being. Building and maintaining these crucial classroom relationships, however, is not easy. Drawing on… more →
Parent Engagement Interventions are Not Costless: Opportunity Cost and Crowd Out of Parental Investment
Topics: Families and CommunitiesTags: ParentingMany educational interventions encourage parents to engage in their child’s education as if parental time and attention is limitless. Sadly, though, it is not. Successfully encouraging certain parental investments may crowd out other productive behaviors.
High-Impact Tutoring: State of the Research and Priorities for Future Learning
Topics: Student LearningResearch consistently demonstrates that tutoring interventions have substantial positive effects on student learning. As a result, tutoring has emerged as a promising strategy for addressing COVID-related learning loss and affording greater educational opportunities for students living in… more →
Using Behavioral Insights to Improve School Administrative Communications: The Case of Truancy Notifications
Tags: AbsenteeismMany states mandate districts or schools notify parents when students have missed multiple unexcused days of school. We report a randomized experiment (N = 131,312) evaluating the impact of sending parents truancy notifications modified to target behavioral barriers that can… more →