Matter of Fact

Clear academic guidance for psychology and social science students.

Formatting Articles

Matter of Fact
APA Graph Format: How to Format Graphs and Charts in APA 7
APA Graph Format: How to Format Graphs and Charts in APA 7

Learn how to format graphs and charts in APA 7. This guide explains when to use a graph, how APA figures work, what labels and notes to include, and the mistakes students make most often.

APA 7 Figure Notes Explained: What Goes Under a Graph and What Does Not
APA 7 Figure Notes Explained: What Goes Under a Graph and What Does Not

Learn how to write APA 7 figure notes correctly for psychology assignments, including general notes, specific notes, probability notes, error bars, abbreviations, and common formatting mistakes.

How to Format APA 7 Graphs Without Wasting Your Entire Afternoon
How to Format APA 7 Graphs Without Wasting Your Entire Afternoon

Learn how to format APA 7 graphs correctly for psychology assignments. A practical guide to APA figures, graph types, labels, notes, and common formatting mistakes.

How to Write an APA Results Section (Without Sounding Like a Robot)
How to Write an APA Results Section (Without Sounding Like a Robot)

Learn how to write an APA results section clearly and correctly. A practical guide for psychology students covering structure, p-values, effect sizes, and descriptive statistics.

APA 7 Tables: The 5 Most Common Mistakes (And How to Fix Them Without Fighting Word)
APA 7 Tables: The 5 Most Common Mistakes (And How to Fix Them Without Fighting Word)

Struggling with APA 7 tables in Word? Learn the 5 most common APA table formatting mistakes, how to fix them, and how psychology students can save time.

Statistics Articles

Matter of Fact
Chi-Square Test of Independence vs Goodness-of-Fit: What’s the Difference?
Chi-Square Test of Independence vs Goodness-of-Fit: What’s the Difference?

Confused about chi-square test of independence vs goodness-of-fit? This guide explains the difference, when to use each test, key assumptions, examples, and common mistakes.

Why Is My Result Not Significant? 7 Reasons Your Statistics Refused to Cooperate
Why Is My Result Not Significant? 7 Reasons Your Statistics Refused to Cooperate

Why is your result not significant? Learn 7 common reasons psychology statistics come back non-significant, including low power, small samples, weak design, noisy data, and wrong test choice.

Chi-Square Made Simple: When to Use It, How to Read It, and How to Write It Up
Chi-Square Made Simple: When to Use It, How to Read It, and How to Write It Up

Confused by chi-square tests? Learn when to use chi-square, how to read the output, and how to write up chi-square results in APA style for psychology assignments.

Which Statistical Test Should I Use? A Decision Tree for Psychology Students
Which Statistical Test Should I Use? A Decision Tree for Psychology Students

Not sure which statistical test to use? This practical guide helps psychology students choose between t-tests, ANOVA, correlation, regression, and chi-square with more confidence.

Writing Articles

Matter of Fact
APA In-Text Citation for Multiple Authors: Examples and Common Mistakes
APA In-Text Citation for Multiple Authors: Examples and Common Mistakes

Learn how to format APA in-text citations for multiple authors. This guide explains two-author citations, three or more authors, et al., repeated citations, and the mistakes students make most often.

APA Citation Formatting: How to Format Citations Correctly in APA Style
APA Citation Formatting: How to Format Citations Correctly in APA Style

Learn APA citation formatting the clear way. This guide explains APA in-text citations, reference list formatting, paraphrasing, quotations, multiple authors, and the mistakes students make most often.

Narrative vs Parenthetical Citations in APA 7: When to Use Which
Narrative vs Parenthetical Citations in APA 7: When to Use Which

Learn when to use narrative vs parenthetical citations in APA 7, including quotes, multiple sources, group authors, and common in-text citation mistakes psychology students make.

How to Cite a Secondary Source in APA 7 Without Pretending You Read the Original
How to Cite a Secondary Source in APA 7 Without Pretending You Read the Original

Learn how to cite a secondary source in APA 7 correctly, including when to use “as cited in,” what goes in the reference list, and common mistakes psychology students make.

APA 7 Reference List Mistakes That Instantly Make an Essay Look Sloppy
APA 7 Reference List Mistakes That Instantly Make an Essay Look Sloppy

Learn the most common APA 7 reference list mistakes, from sentence case and missing DOIs to mismatched citations and messy formatting, in this practical student guide.

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Stats Pack

A practical bundle for psychology and social science students who want clearer statistical support without bouncing between calculators, guides, and guesswork. Includes tools to help with test selection, descriptive stats, chi-squared analysis, sample size, effect size, and regression assumptions.

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