Statistics

Margin of Error Calculator

Calculate the margin of error for a survey proportion. Enter the sample proportion, the sample size, and a confidence level of 90, 95, or 99 percent, and the tool returns the margin of error in percentage points.

What this calculator does

The Margin of Error Calculator estimates your result instantly from the values you enter, using standard statistics formulas. Calculate the margin of error for a survey proportion. Enter the sample proportion, the sample size, and a confidence level of 90, 95, or 99 percent, and the tool returns the margin of error in percentage points. Calculations run in your browser, so nothing you type is sent to a server, and the output is an estimate rather than a certified or official figure.

Margin of Error Calculator

Result

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Margin of Error

About Margin of Error Calculator

This calculator returns the margin of error for an estimated proportion. Choose a confidence level and the tool uses its z-score (1.645 for 90%, 1.96 for 95%, 2.576 for 99%), then applies MOE = z × √(p(1 − p) / n) using your sample proportion p and sample size n.

The proportion must be between 0 and 1 and the sample size at least 1. The result is shown as a ± value in percentage points, rounded to three decimals.

Formula & Mathematical Calculation

Margin of Error = f(Sample proportion (0–1), Sample size (n), Confidence level)

Calculated according to standard stats formulas implemented in the calculator core.

Calculation Example

With sample proportion p = 0.5, sample size n = 500, and confidence level 95% (z = 1.96):

  • p(1 − p) / n = 0.25 / 500 = 0.0005
  • MOE = 1.96 × √0.0005 = 1.96 × 0.0223607 = 0.0438269

The Margin of Error box shows ± 4.383%.

Key Benefits

  • Converts a confidence level of 90%, 95%, or 99% to the matching z-score automatically
  • Applies the standard proportion margin-of-error formula z times sqrt(p(1-p)/n)
  • Reports the result directly in percentage points as a plus-or-minus band, to three decimals
  • Validates that the proportion is between 0 and 1 and the sample size is at least 1; free and in-browser

How to Use this Calculator

  1. Enter the sample proportion
    Type the observed proportion between 0 and 1 into Sample proportion, for example 0.5 for 50 percent.
  2. Enter the sample size
    Type the number of respondents into Sample size (n); it must be at least 1.
  3. Choose the confidence level
    Select 95%, 90%, or 99% from the Confidence level menu.
  4. Calculate
    Press Calculate to read the Margin of Error in percentage points.

Assumptions & Limitations

What the calculation assumes

  • Every value you enter is treated as an exact, known amount.
  • Any rate or interval you enter is assumed to hold for the whole period unless the form asks for it separately.
  • Results use standard published formulas and account only for the values entered above.
  • Rounding is applied for display; the underlying calculation uses your full precision.
  • Results are returned in the same units you enter, unless the tool states the output unit.

What it does not cover

  • Margin of Error Calculator produces a calculated result for reference and learning, not a certified or official measurement.
  • Real-world outcomes differ when tolerances, rounding rules or local standards apply.
  • Definitions and standards vary by region and change over time; verify the convention that applies to your case.
  • Figures are only as accurate as the inputs you supply — check them before acting on the result.
  • For work where the result carries real consequences, confirm it against an authoritative source.

Frequently Asked Questions

The tool uses 1.645 for 90%, 1.96 for 95%, and 2.576 for 99%, applied directly in the margin-of-error formula.

Enter it as a decimal between 0 and 1, such as 0.5 for 50 percent; the result itself is then displayed in percentage points.

The term p(1 - p) peaks at p = 0.5, so a 50/50 split gives the widest margin for a fixed sample size and confidence level.

The sample size sits under a square root in the formula, so quadrupling n roughly halves the margin of error.

Free to use, no account needed. Calculations run in your browser, so nothing you type is sent to a server. Results are estimates — how we build and check our calculators.