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Raykov, Tenko; Menold, Natalja; Leer, Jane – Educational and Psychological Measurement, 2022
Two- and three-level designs in educational and psychological research can involve entire populations of Level-3 and possibly Level-2 units, such as schools and educational districts nested within a given state, or neighborhoods and counties in a state. Such a design is of increasing relevance in empirical research owing to the growing popularity…
Descriptors: Hierarchical Linear Modeling, Computation, Statistical Analysis, Research Design
Jensen, Bryant; Wallace, Tanner LeBaron; Steinberg, Matthew P.; Gabriel, Rachael E.; Dietiker, Leslie; Davis, Dennis S.; Kelcey, Benjamin; Minor, Elizabeth Covay – Education Policy Analysis Archives, 2019
Researchers and policymakers in the US and beyond increasingly seek to identify teaching qualities that are associated with academic achievement gains for K-12 students through effectiveness studies. Yet teaching quality varies with academic content and social contexts, involves multiple participants, and requires a range of skills, knowledge, and…
Descriptors: Teacher Effectiveness, Educational Research, Research Design, Measures (Individuals)
Pustejovsky, James Eric – AERA Online Paper Repository, 2017
Methods for meta-analyzing single-case designs (SCDs) are needed in order to inform evidence based practice in special education and to draw broader and more defensible generalizations in areas where SCDs comprise a large part of the research base. The most widely used outcomes in single-case research are measures of behavior collected using…
Descriptors: Effect Size, Research Design, Meta Analysis, Observation
Jeanty, Guy C.; Hibel, James – Qualitative Report, 2011
This article describes a mixed methods approach used to explore the experiences of adult family care home (AFCH) residents and informal caregivers (IC). A rationale is presented for using a mixed methods approach employing the sequential exploratory design with this poorly researched population. The unique challenges attendant to the sampling…
Descriptors: Residential Care, Caregivers, Qualitative Research, Statistical Analysis
Seale, Clive, Ed. – SAGE Publications Ltd (CA), 2012
Clear, coherent and trusted, this book is the perfect guide to the main social research methods in use today. The much anticipated Third Edition of Clive Seale's bestselling title further expands its coverage to provide an authoritative introduction to all of the social research methods used to analyze qualitative and quantitative data. Written by…
Descriptors: Social Science Research, Research Methodology, Qualitative Research, Statistical Analysis

Hummel, Thomas J. – 1976
An investigation was conducted of the characteristics of two estimation procedures and corresponding test statistics used in the analysis of completely randomized factorial experiments when observations are lost at random. For one estimator, contrast coefficients for cell means did not involve the cell frequencies. For the other, contrast…
Descriptors: Data Analysis, Hypothesis Testing, Measurement Techniques, Observation
Cooley, William W. – 1978
The state of the art in observational studies is discussed, with emphasis on explanatory research--studies of program effectiveness in which an attempt is made to explain the reasons for the results as well as describing the results. In addition to the collection of data and presentation of statistical facts, the explanatory study involves the…
Descriptors: Data Analysis, Educational Research, Hypothesis Testing, Models