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open access

Statistical assumptions of substantive analyses across the general linear model: a mini-review

Description: This article seeks to support researchers by concisely reviewing key statistical assumptions associated with substantive statistical tests across the general linear model. Additionally, the article reviews techniques to check for statistical assumptions and identifies remedies and problems if data do not meet the necessary assumptions.
Date: August 28, 2012
Creator: Nimon, Kim F.
Partner: UNT College of Information
open access

Reliability Generalization of the Motivated Strategies for Learning Questionnaire: A Meta-Analytic View of Reliability Estimates

Description: This article uses a reliability generalization meta-analysis to explore the relationship between study factors and levels of alpha reliability for the 15 subscales of the Motivated Strategies for Learning Questionnaire (MSLQ).
Date: September 26, 2018
Creator: Holland, David F.; Kraha, Amanda; Zientek, Linda Reichwein; Nimon, Kim F.; Fulmore, Julia A.; Johnson, Ursula Y. et al.
Partner: UNT College of Education
open access

The assumption of a reliable instrument and other pitfalls to avoid when considering the reliability of data

Description: This article helps researchers avoid common pitfalls associated with reliability including incorrectly assuming that measurement error always attenuates observed score correlations, different sources of measurement error originate from the same source, and reliability is a function of instrumentation.
Date: April 12, 2012
Creator: Nimon, Kim F.; Zientek, Linda Reichwein & Henson, Robin K.
Partner: UNT College of Arts and Sciences
open access

Tools to support interpreting multiple regression in the face of multicollilnearity

Description: This article argues that rather than using one technique to investigate regression results, researchers should consider multiple indices to understand the contributions that predictors make not only to a regression model, but to each other as well.
Date: March 14, 2012
Creator: Kraha, Amanda; Turner, Heather; Nimon, Kim F.; Zientek, Linda Reichwein & Henson, Robin K.
Partner: UNT College of Information
open access

Comparing outcome measures derived from four research designs incorporating the retrospective pretest.

Description: Over the last 5 decades, the retrospective pretest has been used in behavioral science research to battle key threats to the internal validity of posttest-only control-group and pretest-posttest only designs. The purpose of this study was to compare outcome measures resulting from four research design implementations incorporating the retrospective pretest: (a) pre-post-then, (b) pre-post/then, (c) post-then, and (d) post/then. The study analyzed the interaction effect of pretest sensitization … more
Date: August 2007
Creator: Nimon, Kim F.
Partner: UNT Libraries
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