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doi:10.22028/D291-33887
Titel: | Potential and effects of personalizing gameful fitness applications using behavior change intentions and Hexad user types |
VerfasserIn: | Altmeyer, Maximilian Lessel, Pascal Jantwal, Subhashini Muller, Linda Daiber, Florian Krüger, Antonio |
Sprache: | Englisch |
Titel: | User Modeling and User-Adapted Interaction |
Verlag/Plattform: | Springer Nature |
Erscheinungsjahr: | 2021 |
Freie Schlagwörter: | Gamification Persuasive technology Behavior change Personalization Hexad user types Stage of change TTM Running Sports Step count Physical activity |
DDC-Sachgruppe: | 004 Informatik |
Dokumenttyp: | Journalartikel / Zeitschriftenartikel |
Abstract: | Personalizing gameful applications is essential to account for interpersonal differences in the perception of gameful design elements. Considering that an increasing number of people lead sedentary lifestyles, using personalized gameful applications to encourage physical activity is a particularly relevant domain. In this article, we investigate behavior change intentions and Hexad user types as factors to personalize gameful fitness applications. We first explored the potential of these two factors by analyzing differences in the perceived persuasiveness of gameful design elements using a storyboards-based online study (N=178). Our results show several significant effects regarding both factors and thus support the usefulness of them in explaining perceptual differences. Based on these findings, we implemented “Endless Universe,” a personalized gameful application encouraging physical activity on a treadmill. We used the system in a laboratory study (N=20) to study actual effects of personalization on the users’ performance, enjoyment and affective experiences. While we did not find effects on the immediate performance of users, positive effects on user experience-related measures were found. The results of this study support the relevance of behavior change intentions and Hexad user types for personalizing gameful fitness systems further. |
DOI der Erstveröffentlichung: | 10.1007/s11257-021-09288-6 |
Link zu diesem Datensatz: | urn:nbn:de:bsz:291--ds-338872 hdl:20.500.11880/31200 http://dx.doi.org/10.22028/D291-33887 |
ISSN: | 1573-1391 0924-1868 |
Datum des Eintrags: | 21-Apr-2021 |
Fakultät: | MI - Fakultät für Mathematik und Informatik |
Fachrichtung: | MI - Informatik |
Professur: | MI - Prof. Dr. Antonio Krüger |
Sammlung: | SciDok - Der Wissenschaftsserver der Universität des Saarlandes |
Dateien zu diesem Datensatz:
Datei | Beschreibung | Größe | Format | |
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Altmeyer2021_Article_PotentialAndEffectsOfPersonali.pdf | 1,9 MB | Adobe PDF | Öffnen/Anzeigen |
Diese Ressource wurde unter folgender Copyright-Bestimmung veröffentlicht: Lizenz von Creative Commons