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Gallen CL, Schachtner JN, Anguera-Singla R, Anguera JA, Gazzaley A. Influence of game features on attention in adults. Front Psychol 2023; 14:1123306. [PMID: 37228349 PMCID: PMC10203248 DOI: 10.3389/fpsyg.2023.1123306] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2022] [Accepted: 04/06/2023] [Indexed: 05/27/2023] Open
Abstract
Introduction The incorporation of game features into cognitive tasks can inform us about the influence of reward and motivation on attention. Continuous performance tasks (CPTs), designed to assess attention abilities, are examples of cognitive tasks that have been targeted for the addition of game features. However, previous results have been mixed regarding how game elements affect attention abilities and task performance. Methods Here, we studied if there were factors that predict which individuals exhibit changes in attention from game features added to a CPT. Participants (N = 94, aged 21-71) played a traditional CPT and a game CPT with identical mechanics, but featured engaging game elements (aesthetics, storyline, competition, feedback, and reward). Results We first found corroborating evidence that game features have mixed effects on attention performance: most attention metrics of interest exhibited no overall difference between the traditional and game CPT, while game elements reduced performance for a few metrics. Importantly, we also found that specific behavioral and demographic profiles predicted individual differences in performance on the game CPT compared to the traditional CPT. Those with more attention difficulties (ADHD symptoms), more reward responsiveness, and younger adults performed better on the game CPT while, conversely, those with fewer ADHD symptoms, less reward responsiveness, and older adults performed better on the traditional CPT. Discussion These findings provide insights into how game features can influence attention in different individuals and have important implications for the use of game elements in cognitive tasks and training interventions.
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Affiliation(s)
- Courtney L. Gallen
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape Center, University of California, San Francisco, San Francisco, CA, United States
| | - Jessica N. Schachtner
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape Center, University of California, San Francisco, San Francisco, CA, United States
- Department of Psychology, University of Arizona, Tucson, AZ, United States
| | - Roger Anguera-Singla
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape Center, University of California, San Francisco, San Francisco, CA, United States
| | - Joaquin A. Anguera
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape Center, University of California, San Francisco, San Francisco, CA, United States
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
| | - Adam Gazzaley
- Department of Neurology, University of California, San Francisco, San Francisco, CA, United States
- Neuroscape Center, University of California, San Francisco, San Francisco, CA, United States
- Department of Psychiatry, University of California, San Francisco, San Francisco, CA, United States
- Department of Physiology, University of California, San Francisco, San Francisco, CA, United States
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Abstract
Chronic health conditions have necessitated the need for behavioral interventions (such as exercise programs) outside of clinical contexts, increasingly managed through technology such as mobile health (mHealth) services. Gamification has emerged as a promising tool to facilitate greater engagement in these services; however, no studies investigate the links between specific game design elements (GDEs) and psychological or behavioral outcomes within a health context. This domain is motivationally complex and has shown resistance to the satisfaction of social (relatedness) needs, presenting a challenge to the design of gamification products for health promotion. Drawing on self-determination theory, this research demonstrates the strengths of a taxonomy based upon structural features of GDEs (such as social, narrative or reward elements) rather than the design intent definitions of these elements used in previous studies. This taxonomy is then used to assess the relationship between GDEs and psychological needs satisfaction in a survey (N = 236) of gamified exercise/fitness application users. Further qualitative interviews (N = 20) were conducted to clarify survey findings. This research demonstrates the positive association between control and presentation elements and autonomy satisfaction, and control and reward elements and competency satisfaction. However, it also suggests that player type and context may limit the ability for GDEs alone to support relatedness satisfaction in mHealth services. Implications for managers and researchers are discussed, particularly the strengths and weaknesses of using structural taxonomies in gamification assessment.
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Affiliation(s)
- Robert Mitchell
- QUT Business School, Advertising, Marketing and Public Relations, Queensland University Technology, 2 George Street, Brisbane, QLD 4001, Australia
| | - Lisa Schuster
- QUT Business School, Advertising, Marketing and Public Relations, Queensland University Technology, 2 George Street, Brisbane, QLD 4001, Australia
| | - Hyun Seung Jin
- QUT Business School, Advertising, Marketing and Public Relations, Queensland University Technology, 2 George Street, Brisbane, QLD 4001, Australia
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Tăut D, Pintea S, Roovers JPWR, Mañanas MA, Băban A. Play seriously: Effectiveness of serious games and their features in motor rehabilitation. A meta-analysis. NeuroRehabilitation 2018; 41:105-118. [PMID: 28527226 DOI: 10.3233/nre-171462] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Abstract
BACKGROUND Evidence for the effectiveness of serious games (SGs) and their various features is inconsistent in the motor rehabilitation field, which makes evidence based development of SGs a rare practice. OBJECTIVE To investigate the effectiveness of SGs in motor rehabilitation for upper limb and movement/balance and to test the potential moderating role of SGs features like feedback, activities, characters and background. METHODS We ran a meta-analysis including 61 studies reporting randomized controlled trials (RCTs), controlled trials (CTs) or case series designs in which at least one intervention for motor rehabilitation included the use of SGs as standalone or in combination. RESULTS There was an overall moderate effect of SGs on motor indices, d = 0.59, [95% CI, 0.48, 0.71], p < 0.001. Regarding the game features, only two out of 17 moderators were statistically different in terms of effect sizes: type of activity (combination of group with individual activities had the highest effects), and realism of the scenario (fantasy scenarios had the highest effects). CONCLUSIONS While we showed that SGs are more effective in improving motor upper limb and movement/balance functions compared to conventional rehabilitation, there were no consistent differences between various game features in their contribution to effects. Further research should systematically investigate SGs features that might have added value in improving effectiveness.
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Affiliation(s)
- Diana Tăut
- Department of Psychology, Babeş-Bolyai University of Cluj-Napoca, Cluj-Napoca, Romania
| | - Sebastian Pintea
- Department of Psychology, Babeş-Bolyai University of Cluj-Napoca, Cluj-Napoca, Romania
| | - Jan-Paul W R Roovers
- Department of Gynaecology, Amsterdam Medical Center (AMC), University of Amsterdam, Amsterdam, The Netherlands
| | - Miguel-Angel Mañanas
- Biomedical Engineering Research Centre, Universitat Politècnica de Catalunya (UPC), Barcelona, Spain
| | - Adriana Băban
- Department of Psychology, Babeş-Bolyai University of Cluj-Napoca, Cluj-Napoca, Romania
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