Reporting Correlation Results

Mastering APA Style for Pearson's r

Why APA Style?

APA style (American Psychological Association) provides a standard format for writing research results, ensuring your findings regarding correlation results (like Pearson’s r) are:

  • Clear
  • Professional
  • Easily interpreted by readers

🔢 Basic Format

There was a [strength, direction] correlation between Variable 1 and Variable 2,
r(df) = r-value, p = p-value.

🧪 Real Example

There was a strong positive correlation between study time and exam scores,
r(78) = .67, p < .001.

APA Template Breakdown

N - 2 = df
Component Example Meaning
r r(78) Correlation coefficient with degrees of freedom (N – 2)
= .67 r = .67 Effect size (strength & direction)
p < .001 p = .003, p < .05 Probability the result is due to chance
Pro Tip: Degrees of freedom (df) = N (total participants) – 2.
If N = 80, then df = 78.

Interpretation & Reporting

Direction
Positive or Negative
Strength
Weak, Moderate, Strong
Significance
Is p < .05?
Context
Variable meaning

Significant Result

There was a moderate negative correlation between stress and sleep quality,
r(98) = –.42, p = .002.

Non-significant Result

The correlation between hours watching TV and GPA was not significant,
r(55) = –.08, p = .54.

Visual Guide for Wording

Correlation Type APA Statement Example
Strong, Positive
r(78) = .82, p < .001
"Strong positive correlation"
Weak, Negative
r(45) = –.18, p = .23
"Weak negative, not significant"
Moderate, Positive
r(66) = .39, p = .01
"Moderate positive, significant"

Summary Box

  • Statistic r(78) = .45
  • Significance p = .02
  • Direction Positive / Negative
  • Strength Weak / Moderate / Strong
  • Interpretation Full sentence with context

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