Adaptive gamification: user/player type and game elements mapping
Gamification is defined as the use of game design elements in non-game contexts. It is noteworthy that a user preference towards a game mechanic and game element is different as an individual. A common approach to satisfy user expectations is to include multiple game elements to accommodate all the...
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| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Published: |
2022
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| Subjects: | |
| Online Access: | http://eprints.utm.my/103616/ http://dx.doi.org/10.1007/978-3-030-99188-3_15 |
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| Summary: | Gamification is defined as the use of game design elements in non-game contexts. It is noteworthy that a user preference towards a game mechanic and game element is different as an individual. A common approach to satisfy user expectations is to include multiple game elements to accommodate all the user/player types. However, this approach may cause the user interface to be crowded with irrelevant game elements. This research proposes a method for adaptive gamification design with proper mapping of user/player type and game elements. 915 questionnaires (HEXAD user type) were analysed. Using matrix multiplication/matrix product, we can use correlation analysis to generate two primary relationship output: 1) HEXAD user type with game elements, 2) Six HEXAD user types. The game elements are grouped following Self-Determination Theory (SDT); Competence, Relatedness and Autonomy. Rewards are the fourth category, as extrinsic motivation. The fundamental game components that need to be given extra attention during gamification application development are learning, social comparison/pressure, non-linear gameplay and point features. In the meantime, less attention to leaderboard and creativity tools. The adaptive user types and game elements mapping can be used as a clear guideline for the gamification designer to develop an engaging application. |
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