Engagement score calculations using favorability and percentage scores

Shakthi

Shakthi

March 11, 2026


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The engagement score is a key metric used to understand how satisfied and engaged employees feel across different aspects of the organization. The score can be calculated using either a favorability score or a percentage score, and it can be measured at different levels depending on how the results are analyzed.

In this article, we’ll walk through how engagement scores are calculated, how favorability scores work, and how percentage scores are derived when using one or multiple rating scales.

Levels of measurement

Engagement scores can be calculated at multiple levels within a survey.

These include:

  • Question level – Engagement score based on responses to an individual question
  • Respondent level – Engagement score calculated for each respondent based on their answers across rating questions
  • Reporting factor level – Engagement score calculated for a specific reporting factor
  • Entire organization level – Overall engagement score representing the organization

Calculating the engagement score using favorability score

The favorability score measures the percentage of respondents who provided a positive or favorable response to a question.

What is considered a favorable response?

Screenshot 2026-03-11 at 12.27.31 PM.png
Formula

To calculate the favorability score, determine the percentage of respondents who selected favorable responses.


Image

Favorability score example

Suppose 100 responses were collected on a 5-point scale, and 60 respondents selected either “4” or “5”.

Calculation:

Favorability score = (60 ÷ 100) × 100

Result:

60% is the favorability score for this example.

Calculating the engagement score using percentage score

The percentage score represents engagement by converting ratings into percentage values.

If a single rating scale is used across the survey, the percentage score is calculated by taking the average of the responses and converting the result into a percentage.

If multiple rating scales are used, responses are normalized to a common 100-point scale so results from different scales can be compared and averaged.

Convert responses into a normalized score (%)

For a 5-point scale

Screenshot 2026-03-11 at 12.29.39 PM.png
For a 7-point scale

Screenshot 2026-03-11 at 12.31.28 PM.png
For a 10-point scale

Screenshot 2026-03-11 at 12.34.25 PM.png

Calculating the average percentage score

Once all responses are converted into percentages, the engagement score is calculated by averaging those values.

Add all converted scores and divide by the total number of responses.

Formula:


Image

Percentage score example

Example 1

In a survey using a 5-point scale, responses to a question include the ratings:

5, 4, 3, 4, 2

Since the same scale is used across the survey, normalization is not required.

Step 1: Calculate the average score

5 + 4 + 3 + 4 + 2 = 18

18 ÷ 5 = 3.6

Step 2: Convert the score to a percentage

3.6 ÷ 5 = 0.72

0.72 × 100 = 72%

Result:

The average score is 3.6, which equals 72% when expressed as a percentage.


Example 2

Survey responses:

  • 5-point scale response: 4
  • 7-point scale responses: 5, 6

Step 1: Convert the 5-point scale response

4 → 80%


Step 2: Convert the 7-point scale responses

5 → 71.42%

6 → 85.71%


Step 3: Add the converted scores

80 + 71.42 + 85.71 = 237.13%


Step 4: Calculate the average engagement score

Total responses = 3

237.13 ÷ 3 = 79.04%



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