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Cronbach's Alpha Calculator (Scale Reliability)

How internally consistent is my questionnaire scale?

Single calculationv1.0.0Verified 2026-11-01Runs in your browser

Spec sheet

cronbach_1951 · v1.0.0
Method

Cronbach's alpha (1951)

  1. 01α = k/(k − 1) · (1 − Σ σ²_item / σ²_total)
  2. 02sample variances (n − 1)
  3. 03α if item deleted: recompute without that item
Limits — read before relying on it
  • Assumes a unidimensional scale with tau-equivalent items; consider McDonald's omega otherwise.
  • Respondents with missing answers must be removed first.
Sources
  • Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334standard

Worked example

computed by the same formula

8 respondents × 5 Likert items

Inputs
Scores — one line per respondent, one column per item
4 5 4 3 4 3 3 4 2 3 5 5 5 4 5 2 3 2 2 3 4 4 5 3 4 3 4 3 3 3 5 4 5 5 4 2 2 3 1 2
Result
Cronbach's α
0.95
Items
5
Respondents
8
Removing this item raises α most
Item 3 (α → 0.951)

Questions

How is the cronbach's alpha calculator calculated?

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Cronbach's alpha (1951). α = k/(k − 1) · (1 − Σ σ²_item / σ²_total) · sample variances (n − 1) · α if item deleted: recompute without that item

Example: 8 respondents × 5 Likert items?

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Cronbach's α: 0.95; items: 5.

What does this calculator not cover?

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Assumes a unidimensional scale with tau-equivalent items; consider McDonald's omega otherwise. Respondents with missing answers must be removed first.

Where do the numbers come from?

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Sources: Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16, 297–334. The formula is versioned (cronbach_1951 v1.0.0) and covered by automated tests.

Is my data stored?

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No. The calculation runs in your browser and nothing is sent unless you choose to save a shareable link.

Also searched ascronbach alpha calculator · scale reliability · internal consistency questionnaire · likert scale reliability · alpha if item deleted

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