Educational institutions in higher education encounter different thresholds when scaling up to institution-wide learning analytics. This doctoral research focuses on designing a model of capabilities that institutions need to develop in order to remove these barriers and thus maximise the benefits of learning analytics.
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Full tekst beschikbaar voor gebruikers van Linkedin. Driven by technological innovations such as cloud and mobile computing, big data, artificial intelligence, sensors, intelligent manufacturing, robots and drones, the foundations of organizations and sectors are changing rapidly. Many organizations do not yet have the skills needed to generate insights from data and to use data effectively. The success of analytics in an organization is not only determined by data scientists, but by cross-functional teams consisting of data engineers, data architects, data visualization experts, and ("perhaps most important"), Analytics Translators.
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Design and development practitioners such as those in game development often have difficulty comprehending and adhering to the European General Data Protection Regulation (GDPR), especially when designing in a private sensitive way. Inadequate understanding of how to apply the GDPR in the game development process can lead to one of two consequences: 1. inadvertently violating the GDPR with sizeable fines as potential penalties; or 2. avoiding the use of user data entirely. In this paper, we present our work on designing and evaluating the “GDPR Pitstop tool”, a gamified questionnaire developed to empower game developers and designers to increase legal awareness of GDPR laws in a relatable and accessible manner. The GDPR Pitstop tool was developed with a user-centered approach and in close contact with stakeholders, including practitioners from game development, legal experts and communication and design experts. Three design choices worked for this target group: 1. Careful crafting of the language of the questions; 2. a flexible structure; and 3. a playful design. By combining these three elements into the GDPR Pitstop tool, GDPR awareness within the gaming industry can be improved upon and game developers and designers can be empowered to use user data in a GDPR compliant manner. Additionally, this approach can be scaled to confront other tricky issues faced by design professionals such as privacy by design.
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There is not much research on team collaboration in digital entertainment games, nor is there much evidence for the efficacy of game-based team training or the validity of game-based team assessment. This is a shortcoming because of an increasing pervasiveness of serious games in organizational life, e.g. for operational training, management and leadership. Is it possible to establish marked relationships between psychometric constructs that measure ‘team composition and performance’ and ‘analytics’ that unobtrusively measure gameplay performance? If so, what are the implications for game-based team research and assessment? The authors conducted explorative, quasi-experimental (field) experiments with the multiplayer serious game TeamUp. One field experiment was conducted with 150 police officers as part of task-specific twoday team training. Research data were gathered through pre-game and postgame questionnaires on team constructs such as ‘psychological safety’ and ‘team cohesion’. A large quantity of in-game data was logged to construct indicators like ‘time needed to complete the task’, ‘speak time’ and ‘avoidable mistakes’ to measure team performance. The conclusion of the analysis is that ‘team cohesion’ and ‘psychological safety’ correlate moderately and significantly with in-game performance indicators. Teams with an unequal individual game performance speak the most, while teams with an equally low or equally high individual performance spend significantly less time speaking. The indicative findings support the need to further develop validated analytics and gamebased environments for team research and assessment.
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Purpose: This study examined the effects of a giant (4×3 m) exercising board game intervention on ambulatory physical activity (PA) and a broader array of physical and psychological outcomes among nursing home residents. Materials and methods: A quasi-experimental longitudinal study was carried out in two comparable nursing homes. Ten participants (aged 82.5±6.3 and comprising 6 women) meeting the inclusion criteria took part in the 1-month intervention in one nursing home, whereas 11 participants (aged 89.9±3.1 with 8 women) were assigned to the control group in the other nursing home. The giant exercising board game required participants to per-form strength, flexibility, balance and endurance activities. The assistance provided by an exercising specialist decreased gradually during the intervention in an autonomy-oriented approach based on the self-determination theory. The following were assessed at baseline, after the intervention and after a follow-up period of 3 months: PA (steps/day and energy expenditure/day with ActiGraph), cognitive status (mini mental state examination), quality of life (EuroQol 5-dimensions), motivation for PA (Behavioral Regulation in Exercise Questionnaire-2), gait and balance (Tinetti and Short Physical Performance Battery), functional mobility (timed up and go), and the muscular isometric strength of the lower limb muscles. Results and conclusion: In the intervention group, PA increased from 2,921 steps/day at baseline to 3,358 steps/day after the intervention (+14.9%, P=0.04) and 4,083 steps/day (+39.8%, P=0.03) after 3 months. Energy expenditure/day also increased after the intervention (+110 kcal/day, +6.3%, P=0.01) and after 3 months (+219 kcal/day, +12.3%, P=0.02). Quality of life (P<0.05), balance and gait (P<0.05), and strength of the ankle (P<0.05) were also improved after 3 months. Such improvements were not observed in the control group. The preliminary results are promising but further investigation is required to confirm and evaluate the long-term effectiveness of PA interventions in nursing homes.
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Motivating students to actively engage in their studying efforts is an ongoing challenge, because motivation is a key factor in study success. In the work presented here, we investigate whether the use of a mobile app with a teacher-like avatar (StudyGotchi), based on the successful digital pet Tamagotchi, can be deployed to motivate and engage computer science university students in their blended learning programming course. A randomized controlled study was performed which showed mixed results. Lessons learned include (i) better understanding of how to effectively implement the game-mechanics, and (ii) ways to circumvent technical limitations in usage.
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Research, advisory companies, consultants and system integrators all predict that a lot of money will be earned with decision management (business rules, algorithms and analytics). But how can you actually make money with decision management or in other words: Which business models are exactly available? In this article, we present seven business models for decision management.
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Studies on city‐building games as educational tools show positive results in addressing different learning objectives, but also identify a missing link to reality, as they are mostly computer‐based. Given the differences between existing games and their capabilities, the exact function of these games in an urban planning curriculum is unclear. The city‐building game Cities: Skylines currently has three different versions (Digital, Tabletop, VR). Through an affordance analysis of the game’s three versions, this study analyses how the versions afford four primary knowledge dimensions, and in doing so identifies different educational applications for each version of Cities: Skylines in different planning disciplines. The results show that: (a) the board game is strong in fostering player participation and critical thinking more suited for the social and health studies, public policy, and citizen participation domains of urban planning; (b) the digital version functions as moddable simulator, ensuring familiarity with existing systems and monitoring their effects, useful in logistics and transportation planning; (c) the VR form viscerally involves players in the simulated processes, applicable in design‐focused segments of urban planning, such as sustainable design theory, housing, and land‐use management. The results of this study can help urban planning educators identify possible uses for different versions of Cities: Skylines.
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De term ‘Best persons’ wordt in deze les gebruikt voor: bijzonder slagvaardige mensen die problemen in achterstandswijken helpen aanpakken. Niet alleen professionals, maar ook vrijwilligers kunnen een best person zijn. Het zijn duidelijk geen doorsnee personen, maar personen die door hun omgeving worden opgemerkt als mensen die ‘het verschil maken’. In deze les worden in totaal 5 verbindingen uitgewerkt, oftewel manier om de beweging van onderop en de beweging aan de top met elkaar te verbinden: • best persons • verhalen • verandermethodieken • teamleren • People Analytics In deze openbare les zet de lector zijn visie en die van zijn kenniskringleden uiteen op het organiseren van verandering in het publieke domein. In zijn woorden: Hoe kijken wij daarnaar en wat gaan we komende jaren doen op de snijvlakken tussen onderwijs, onderzoek en beroepspraktijk? Om te beginnen gaan we in op de alsmaar toenemende snelheid in onze maatschappij. We staan daarmee stil bij de maatschappelijke acceleratie die plaatsvindt en wat dit betekent voor het publiek domein (hoofdstuk 2). In het derde hoofdstuk introduceren we ons onderzoeksmodel, dat we in de twee daarop volgende hoofdstukken uitwerken. In hoofdstuk 6 formuleren we ons programma voor onderzoek en onderwijs en in het laatste hoofdstuk gaan we in op de impact die we met dit lectoraat voor publieke professionals willen genereren.
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