This research evaluates how Project-Based Learning (PBL) is implemented in the Innovative Design program that is taught at The Hague University of Applied Sciences. This paper offers insights about the way students and teachers experience PBL within this program, and how the implementation can be improved according to previous research in this field. By studying relevant literature, a list of important (organizational and didactical) factors regarding the implementation of PBL is created. Questionnaires investigating these factors are then circulated among the teachers and students of the program. The results of the questionnaires are analyzed against guidelines provided in the literature. Based on this comparison, recommendations for the improvement of the PBL approach within the program are provided. The analysis shows that the program offers meaningful projects, and the students are properly prepared to collaborate. Nevertheless, the analysis also shows that the program still has room for improvement. The assessment methods are still unrefined, the students experience time-pressure while working on their projects, and the teachers can benefit from additional training to be better prepared for teaching in a PBL environment. Fortunately, the teachers indicate willingness to learn new PBL specific teaching skills. https://nl.linkedin.com/in/haniers
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In this project we take a look at the laws and regulations surrounding data collection using sensors in assistive technology and the literature on concerns of people about this technology. We also look into the Smart Teddy device and how it operates. An analysis required by the General Data Protection Regulation (GDPR) [5] will reveal the risks in terms of privacy and security in this project and how to mitigate them. https://nl.linkedin.com/in/haniers
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Innovative development is a program that is given at The Hague University of Applied Sciences. This program teaches students to become more innovative. This article will look into the current approach and measure the growth in innovativeness of the students over the years. This was measured with a survey, based on the Berkeley innovation index. The results from the survey were calculated and scored based on eight factors. The innovative development program was compared with another program called information security management. These programs are from the same faculty. The information security management program did not show significant growth over the years in innovation. The innovative development program had resulted in a significant growth in innovativeness over the years. Some of the factors could be improved to increase the effectiveness of the innovative development program. https://nl.linkedin.com/in/haniers
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An important performance determinant in wheelchair sports is the power exchanged between the athletewheelchair combination and the environment, in short, mechanical power. Inertial measurement units (IMUs) might be used to estimate the exchanged mechanical power during wheelchair sports practice. However, to validly apply IMUs for mechanical power assessment in wheelchair sports, a well-founded and unambiguous theoretical framework is required that follows the dynamics of manual wheelchair propulsion. Therefore, this research has two goals. First, to present a theoretical framework that supports the use of IMUs to estimate power output via power balance equations. Second, to demonstrate the use of the IMU-based power estimates during wheelchair propulsion based on experimental data. Mechanical power during straight-line wheelchair propulsion on a treadmill was estimated using a wheel mounted IMU and was subsequently compared to optical motion capture data serving as a reference. IMU-based power was calculated from rolling resistance (estimated from drag tests) and change in kinetic energy (estimated using wheelchair velocity and wheelchair acceleration). The results reveal no significant difference between reference power values and the proposed IMU-based power (1.8% mean difference, N.S.). As the estimated rolling resistance shows a 0.9–1.7% underestimation, over time, IMU-based power will be slightly underestimated as well. To conclude, the theoretical framework and the resulting IMU model seems to provide acceptable estimates of mechanical power during straight-line wheelchair propulsion in wheelchair (sports) practice, and it is an important first step towards feasible power estimations in all wheelchair sports situations.
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Athlete impairment level is an important factor in wheelchair mobility performance (WMP) in sports. Classification systems, aimed to compensate impairment level effects on performance, vary between sports. Improved understanding of resemblances and differences in WMP between sports could aid in optimizing the classification methodology. Furthermore, increased performance insight could be applied in training and wheelchair optimization. The wearable sensor-based wheelchair mobility performance monitor (WMPM) was used to measure WMP of wheelchair basketball, rugby and tennis athletes of (inter-)national level during match-play. As hypothesized, wheelchair basketball athletes show the highest average WMP levels and wheelchair rugby the lowest, whereas wheelchair tennis athletes range in between for most outcomes. Based on WMP profiles, wheelchair basketball requires the highest performance intensity, whereas in wheelchair tennis, maneuverability is the key performance factor. In wheelchair rugby, WMP levels show the highest variation comparable to the high variation in athletes’ impairment levels. These insights could be used to direct classification and training guidelines, with more emphasis on intensity for wheelchair basketball, focus on maneuverability for wheelchair tennis and impairment-level based training programs for wheelchair rugby. Wearable technology use seems a prerequisite for further development of wheelchair sports, on the sports level (classification) and on individual level (training and wheelchair configuration).
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Routine immunization (RI) of children is the most effective and timely public health intervention for decreasing child mortality rates around the globe. Pakistan being a low-and-middle-income-country (LMIC) has one of the highest child mortality rates in the world occurring mainly due to vaccine-preventable diseases (VPDs). For improving RI coverage, a critical need is to establish potential RI defaulters at an early stage, so that appropriate interventions can be targeted towards such population who are identified to be at risk of missing on their scheduled vaccine uptakes. In this paper, a machine learning (ML) based predictive model has been proposed to predict defaulting and non-defaulting children on upcoming immunization visits and examine the effect of its underlying contributing factors. The predictive model uses data obtained from Paigham-e-Sehat study having immunization records of 3,113 children. The design of predictive model is based on obtaining optimal results across accuracy, specificity, and sensitivity, to ensure model outcomes remain practically relevant to the problem addressed. Further optimization of predictive model is obtained through selection of significant features and removing data bias. Nine machine learning algorithms were applied for prediction of defaulting children for the next immunization visit. The results showed that the random forest model achieves the optimal accuracy of 81.9% with 83.6% sensitivity and 80.3% specificity. The main determinants of vaccination coverage were found to be vaccine coverage at birth, parental education, and socio-economic conditions of the defaulting group. This information can assist relevant policy makers to take proactive and effective measures for developing evidence based targeted and timely interventions for defaulting children.
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In wheelchair sports, there is an increasing need to monitor mechanical power in the field. When rolling resistance is known, inertial measurement units (IMUs) can be used to determine mechanical power. However, upper body (i.e., trunk) motion affects the mass distribution between the small front and large rear wheels, thus affecting rolling resistance. Therefore, drag tests – which are commonly used to estimate rolling resistance – may not be valid. The aim of this study was to investigate the influence of trunk motion on mechanical power estimates in hand-rim wheelchair propulsion by comparing instantaneous resistance-based power loss with drag test-based power loss. Experiments were performed with no, moderate and full trunk motion during wheelchair propulsion. During these experiments, power loss was determined based on 1) the instantaneous rolling resistance and 2) based on the rolling resistance determined from drag tests (thus neglecting the effects of trunk motion). Results showed that power loss values of the two methods were similar when no trunk motion was present (mean difference [MD] of 0.6 1.6 %). However, drag test-based power loss was underestimated up to −3.3 2.3 % MD when the extent of trunk motion increased (r = 0.85). To conclude, during wheelchair propulsion with active trunk motion, neglecting the effects of trunk motion leads to an underestimated mechanical power of 1 to 6 % when it is estimated with drag test values. Depending on the required accuracy and the amount of trunk motion in the target group, the influence of trunk motion on power estimates should be corrected for.
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Vaak wordt sport gepositioneerd als ‘de belangrijkste bijzaak in het leven’. De vraag is echter of sport feitelijk voor veel mensen niet veel méér is. Sport is in onze samenleving een heel belangrijke bron van zingeving. Christenen, maar ook moslims en joden, zoeken zingeving vooral in iets dat de mens overstijgt. Maar zingeving kan ook een werelds karakter hebben. Mensen kunnen de betekenis en de waarde van hun leven ook ontlenen aan aardse zaken. Dan blijkt dat voor velen sport het leven zin geeft, omdat via sport belangrijke menselijke waarden gerealiseerd kunnen worden: gezondheid, presteren, genot, samenwerking en gezelligheid. In het verleden werd godsdienst een samenbindende kwaliteit en functie toegedicht in de samenleving. De grote socioloog Émile Durkheim wees erop dat mensen een wezenlijke behoefte hebben om 'deel uit te maken van een groter samenlevingsverband'. Godsdienst heeft in de geschiedenis altijd een belangrijke rol gespeeld in het bevredigen van deze behoefte, aldus Durkheim. De vraag is of sport deze rol (deels) heeft overgenomen. Volgens Ruud Stokvis draagt sport bij aan morele vorming, sociale binding én zingeving. Ook de wereld van de sportmarketing maakt gebruik van het feit dat sport een belangrijke bron voor zingeving is
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Vaak wordt sport gepositioneerd als ‘de belangrijkste bijzaak in het leven’. De vraag is echter of sport feitelijk voor veel mensen niet veel méér is. Sport is in onze samenleving een heel belangrijke bron van zingeving. Christenen, maar ook moslims en joden, zoeken zingeving vooral in iets dat de mens overstijgt. Maar zingeving kan ook een werelds karakter hebben. Mensen kunnen de betekenis en de waarde van hun leven ook ontlenen aan aardse zaken. Dan blijkt dat voor velen sport het leven zin geeft, omdat via sport belangrijke menselijke waarden gerealiseerd kunnen worden: gezondheid, presteren, genot, samenwerking en gezelligheid. In het verleden werd godsdienst een samenbindende kwaliteit en functie toegedicht in de samenleving. De grote socioloog Émile Durkheim wees erop dat mensen een wezenlijke behoefte hebben om 'deel uit te maken van een groter samenlevingsverband'. Godsdienst heeft in de geschiedenis altijd een belangrijke rol gespeeld in het bevredigen van deze behoefte, aldus Durkheim. De vraag is of sport deze rol (deels) heeft overgenomen. Volgens Ruud Stokvis draagt sport bij aan morele vorming, sociale binding én zingeving. Ook de wereld van de sportmarketing maakt gebruik van het feit dat sport een belangrijke bron voor zingeving is
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Een van die nieuwe ontwikkelingen van de Sport- en Beweegsector naar aanleiding van de veranderende maatschappij om ons heen is de start van de Master of Sports. Het is een feit dat de docent LO zijn grenzen namelijk steeds meer buiten de gymzaal verlegd. Voorbeelden hiervan zijn het functioneren als combinatie functionaris of leefstijladviseur, het organiseren van naschoolse sport en het participeren in stimulerings- en beweegprogramma's. Deze verbreding van het vak vereist professionalisering van het beroep. Onder professionalisering wordt onder andere verstaan het kunnen onderbouwen van keuzes. Bijvoorbeeld: wáárom wordt een bepaald beweegprogramma aangeboden, wanneer bepaal je of een programma effectief is en kun je dit meten? Kortom: wat is de maatschappelijke fundering van ons handelen? Het gaat verder dan 'gewoon doen wat je altijd doet en maar hopen dat het werkt'. Mogelijke antwoorden op deze vragen worden aangereikt tijdens de Master of Sports. Meer inhoudelijke en praktische informatie over de opleiding, evenals reacties van docenten en studenten kunt u terugvinden in dit themanummer 'Master of Sports. Professionalisering van de sport- en beweegsector'.
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