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Attitudinal UX Metrics

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Attitudinal metrics focus on capturing users’ feelings, perceptions, and attitudes towards a product or service. They are used to gauge emotional responses, satisfaction levels, and loyalty, which are crucial for understanding how users perceive the value and effectiveness of a design.

Below is a list of the current Attitudinal UX metrics available to use in Helio, along with the specific question type(s) that make up each metric test.

Metrics:

  • Brand Score: Assesses recognition and impressions of a brand among customers.
    • Question Types: Multiple Choice, Multiple Choice, Numerical Scale (NPS)

Scoring Keys:

  • High Brand Score is produced when the score is 300% and above
  • Average Brand Score is produced when the score is between 200% and 299%
  • Low Brand Score is produced when the score is less than 200%
  • Expectations: Evaluates how well a product or service aligns with user expectations.
    • Question Types: Free Response, Likert Scale
  • High Expectations are produced when net expectations score is 30% and above
  • Average Expectations are produced when net expectations score is between 10% and 29%
  • Low Expectations are produced when net expectations score is below 10%
  • Loyalty: Gauges the probability of users continuing to use and recommend a product.
    • Question Types: Numerical Scale (NPS)
  • High Sentiment is achieved when the Net Promoter Score is 30 or greater.
  • Average Sentiment is achieved when the Net Promoter Score is between 0 and 29.
  • Low Sentiment is achieved when the Net Promoter Score is under 0.
  • Reaction: Captures the immediate emotional response of users to a product design.
    • Question Types: Likert Scale
  • Positive Reactions are produced when net satisfaction is 30% and above
  • Neutral Reactions are produced when net satisfaction is between 10% and 29%
  • Negative Reactions are produced when net satisfaction is below 10%
  • Usefulness: Measures how effectively a product fulfills its intended purpose.
    • Question Types: 2 Likert Scales
  • High Usefulness is produced when the UX-Lite score is 80 or above
  • Average Usefulness is produced when the UX-Lite score is between 60 and 79.9
  • Low Usefulness is produced when the UX-Lite score is below 59.
  • Desirability: Indicates the level of user interest in a product or specific features.
    • Question Types: Numerical Scale(s)
  • High Desirability is achieved when an idea produces a 5/5 or 4/5 user score.
  • Average Desirability is achieved when an idea produces a 3/5 user score.
  • Low Desirability is achieved when an idea produces a 2/5 or 1/5 user score.
  • Feeling: Assesses the emotional impact a product or design has on its users.
    • Question Types: Multiple Choice (3 selections allowed)
  • Positive Feelings are produced when feeling score is 80% or above
  • Average Feelings are produced when feeling score is between 50% and 79%
  • Negative Feelings are produced when feelings core is below 49%
  • Post-task Satisfaction: Evaluates user satisfaction after completing specific tasks with the product.
    • Question Types: Click Test, Likert Scale
  • High Satisfaction is produced when the CSAT score is 70% or greater.
  • Average Satisfaction is produced when the CSAT score is between 50% and 69%.
  • Low Satisfaction is produced when the CSAT score is under 50%.
  • Sentiment: Measures the overall emotional reactions and satisfaction of users with a product.
    • Question Types: Multiple Choice (no selection limit)
  • High Sentiment is produced when NPA is 150% or above
  • Average Sentiment is produced when NPA is between 100% and 149%
  • Low Sentiment is produced when NPA is below 100%