What question did this study set out to answer?

To highlight commonly used statistical tests and provide generalized logic models that help researchers and students select appropriate analytical methods for quantitative studies.

August 20, 2026Journal of Further and Higher Education

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Authors

MDMichael A. DeDonnoFlorida Atlantic University

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Implication

Methodological guide outlines generalized decision frameworks for statistical test selection across academic disciplines, highlighting accessible pathways for quantitative research.

Key Points

To highlight commonly used statistical tests and provide generalized logic models that help researchers and students select appropriate analytical methods for quantitative studies.
Reviewed widely used statistical tests and existing decision-making frameworks across multiple disciplines.
Constructed generalized logic models using accessible terminology to guide test selection based on study design and data characteristics.
Established simplified, cross-disciplinary logic models designed to systematically identify the correct statistical test for diverse quantitative research scenarios.
Provided an instructional resource aimed at reducing statistical anxiety and improving methodological rigor among undergraduate students, graduate students, and researchers.

Cite This Study

Michael A. DeDonno (2026) studied this question.

synapsesocial.com/papers/6a86b5978a91293e6a1ccffc https://doi.org/10.1080/0309877x.2026.2720461

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Implication

Methodological guide outlines generalized decision frameworks for statistical test selection across academic disciplines, highlighting accessible pathways for quantitative research.

Help! How do I determine which statistical test is appropriate for my research?

Discussion

Member takes

Implication

Key Points

Cite This Study

Help! How do I determine which statistical test is appropriate for my research?

Discussion

Member takes

Implication

Key Points

Cite This Study

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