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Headley, Marcia Gail; Plano Clark, Vicki L. – Journal of Mixed Methods Research, 2020
Many research problems in social science involve multilevel phenomena. However, discussions about multilevel research designs are limited in the mixed methods (MM) literature. Building on early writings in the field, this methodological discussion advances a refined definition of a multilevel MM research design. The refinement emerges from a…
Descriptors: Mixed Methods Research, Research Design, Hierarchical Linear Modeling, Educational Research
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Shirilla, Paul; Solid, Craig; Graham, Suzanne E. – Journal of Experiential Education, 2022
Background: A common critique of adventure education research methodology is the overreliance on pre-/post-study designs to measure change. Purpose: This paper compares and contrasts two methods of data analysis on the same adventure education data set to show how these distinct approaches provide starkly different results and interpretation.…
Descriptors: Longitudinal Studies, Hierarchical Linear Modeling, Adventure Education, Educational Research
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Manuel S. González Canché – AERA Open, 2023
Research has shown that mathematical proficiency gaps are related to students' and schools' indicators of poverty, with fewer studies on neighborhood effects on achievement gaps. Although this literature has accounted for students' nesting within schools, so far, methodological constraints have not allowed researchers to formally account for…
Descriptors: Mathematics Achievement, Achievement Gap, Educational Research, Regression (Statistics)