Measuring: Perceived Challenge
Authors: Alena Denisova, Paul Cairns, Christian Guckelsberger, David Zendle
Published: 2020
Number of questions: 30
Likert scale: 7-point for more precision or 5-point for a shorter survey [ranging from (1) Strongly Disagree to (7) Strongly Agree]
Subscales: Four sub-scales measuring different types of perceived challenge: (1) Cognitive Challenge; (2) Emotional Challenge; (3) Performative Challenge; and (4) Decision-Making Challenge
Arising from the need for planning ahead, memorisation, effort, preparation and multi-tasking
Arising from the emotions evoked in the player which might also have implications for things they thought about outside of the game
Arising from the game requiring rapid and accurate action from the player
Arising from having to make choices that were difficult or could lead to regrettable outcomes
The questionnaire be used as a whole (all 30 items) to measure overall perceived challenge. To evaluate a separate types of perceived challenge (e.g. emotional challenge), you can use individual sub-scales.
When to use? The questionnaire is meant to be administered immediately after the game session has finished.
Ideally, items should be presented to participants in random order and without naming the four challenge types.
Scoring: To score each challenge type, take the sum (no missing values) or the average (if you have missing values) of the Likert scale responses from the items belonging to each challenge type.
Validation: The questionnaire is a systematic, extensive, reliable, and valid tool to measure perceived challenge in video games, having been validated with 1390 players and across different genres.
Sub-scale | Composite Reliability (CR) | Average Variance Extracted (AVE) | Maximum Shared Variance (MSV) |
---|---|---|---|
Cognitive Challenge | 0.92 | 0.50 | 0.16 |
Emotional Challenge | 0.88 | 0.47 | 0.42 |
Performative Challenge | 0.96 | 0.81 | 0.06 |
Decision-Making Challenge | 0.89 | 0.63 | 0.42 |
Availability: You can find a detailed description of the validation of this questionnaire in the original article:
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