RIGOR Walk: Development and Initial Validation of a Framework to Support Rigorous Learning Environments
Year: 2025
Type: article
Abstract: The term rigor in education often evokes resistance due to its inconsistent definitions and widespread misconceptions. This study introduces and validates the RIGOR Walk framework, a research- and practitioner-informed tool designed to define, observe, and enhance rigorous learning environments across classrooms. The framework is grounded in five core components—Relationships, Instruction, Goals, Organization, and Relevance—each supported by observable indicators aimed at promoting deep thinking, academic risk-taking, and meaningful engagement. Following iterative rounds of expert feedback, the framework was refined and validated in three phases: (1) establishing face validity through crowdsourced expert critique, (2) analyzing internal consistency and construct validity via 84 classroom observations, and (3) examining concurrent validity through correlations with student reading growth data. Results indicate high internal consistency (Cronbach’s α ≥ .81) and moderate, statistically significant correlations between framework implementation and the percentage of students demonstrating one year or more of reading growth (r = .42–.68, p < .001). These findings suggest the RIGOR Walk framework is a reliable and valid tool for identifying and fostering rigorous, equitable, and high-impact instructional practices. Implications for broader content-area applications and longitudinal consistency of implementation are discussed.
DOI: 10.32674/1y0nt941
Authors: James Marshall, Douglas Fisher, Nancy Frey
Institution: San Diego State University
Language: English
Subfield: Education
Field: Social Sciences
Domain: Social Sciences
SDG: Quality education
Open Access status: diamond
OpenAlex ID: W4410817137