Abstract Background: COVID-19 was first identified in December 2019 in the city of Wuhan, China. The virus quickly spread and was declared a pandemic on March 11, 2020. After infection, symptoms such as fever, a (dry) cough, nasal congestion, and fatigue can develop. In some cases, the virus causes severe complications such as pneumonia and dyspnea and could result in death. The virus also spread rapidly in the Netherlands, a small and densely populated country with an aging population. Health care in the Netherlands is of a high standard, but there were nevertheless problems with hospital capacity, such as the number of available beds and staff. There were also regions and municipalities that were hit harder than others. In the Netherlands, there are important data sources available for daily COVID-19 numbers and information about municipalities. Objective: We aimed to predict the cumulative number of confirmed COVID-19 infections per 10,000 inhabitants per municipality in the Netherlands, using a data set with the properties of 355 municipalities in the Netherlands and advanced modeling techniques. Methods: We collected relevant static data per municipality from data sources that were available in the Dutch public domain and merged these data with the dynamic daily number of infections from January 1, 2020, to May 9, 2021, resulting in a data set with 355 municipalities in the Netherlands and variables grouped into 20 topics. The modeling techniques random forest and multiple fractional polynomials were used to construct a prediction model for predicting the cumulative number of confirmed COVID-19 infections per 10,000 inhabitants per municipality in the Netherlands. Results: The final prediction model had an R2 of 0.63. Important properties for predicting the cumulative number of confirmed COVID-19 infections per 10,000 inhabitants in a municipality in the Netherlands were exposure to particulate matter with diameters <10 μm (PM10) in the air, the percentage of Labour party voters, and the number of children in a household. Conclusions: Data about municipality properties in relation to the cumulative number of confirmed infections in a municipality in the Netherlands can give insight into the most important properties of a municipality for predicting the cumulative number of confirmed COVID-19 infections per 10,000 inhabitants in a municipality. This insight can provide policy makers with tools to cope with COVID-19 and may also be of value in the event of a future pandemic, so that municipalities are better prepared.
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In this report Piet Bakker, professor of Cross Media Content, mapped the state of the media in the Netherlands.
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With regard to the increasing global competition for highly-skilled labour, the group of mobile international students is becoming more and more prominent in the considerations of national policy-makers. One concrete idea is to develop policies in order to bind international students and foreign knowledge workers and make them valuable contributors to the country, economically but also in terms of social and cultural aspects. The Dutch government has put this issue on the agenda and emphasized their interest in binding international talent to the Netherlands. Therefore, it is crucial to learn about the factors, which are decisive in staying and going and which are particularly appealing or unappealing about the Netherlands. In order to contribute to this process, a study was done among international students, alumni, and staff at The Hague University of Applied Sciences. This study's findings have been validated and enriched by the results of a broader survey which has been conducted among the talented international students participating in the Nuffic NL4Talents conference of 4 February 2013 in The Hague. This study suggests that two principal reasons are relevant in residence decisions: career perspective and personal factors, such as having a Dutch partner or circle of friends. Additionally, a number of further factors seems to influence whether internationals want to stay in the Netherlands. All these factors are classified in four groups: those related to the Netherlands in general, to the region/city of residence, personal aspects and aspects related to the university. With regard to the Netherlands, appealing factors appear to be the standard of living, the socio-political environment in the Netherlands and the supposedly welcoming Dutch culture. There are, however, people - in particular those who cannot fully enjoy all rights of the EU citizenship - who feel underprivileged in terms of administrative procedures and in their everyday life in the Netherlands. When it comes to the regional aspects in The Hague, appealing factors are apparently the clean and safe environment to live as well as the availability of several offers for leisure time, including an attractive cultural agenda. Here, the housing situation - more precisely the cost and quality of accommodation - appears as a rather unappealing aspect. In terms of personal considerations, the family-friendly environment in the Netherlands has been rated as particularly appealing. Also having a Dutch partner or Dutch friends may encourage international students to stay and work in the Netherlands. The findings suggest, however, that international students are more embedded in an international circle of friends than linked with the locals. Only few respondents felt being actively excluded from Dutch circles, but a majority agrees that it is difficult to establish bonds with the local population. At the same time, it has been raised that international students voluntarily live in their expat bubble. Lastly, the university experience can contribute to retaining international students. Here, appealing factors were the international study environment which makes the foreign student feel at home, as well as the level and focus of education at The Hague University of Applied Sciences. By contrast, critical views have been raised in relation to a suggested lack of career counselling and support in learning the Dutch language at university. Based on these findings, the report concludes with some recommendations which might serve as a springboard to develop strategies to bind international talent. As the discussion of findings shows, the insights of this study can be validated by insights of a related study that has recently been conducted by Agentschap NL and the advice of the Social and Economic Council of the Netherlands. Based on the findings, the report concludes with a number of recommendations outlining how national, regional, local authorities as well as universities can help to retain more international talent in the Netherlands.
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Energy transition is key to achieving a sustainable future. In this transition, an often neglected pillar is raising awareness and educating youth on the benefits, complexities, and urgency of renewable energy supply and energy efficiency. The Master Energy for Society, and particularly the course “Society in Transition”, aims at providing a first overview on the urgency and complexities of the energy transition. However, educating on the energy transition brings challenges: it is a complex topic to understand for students, especially when they have diverse backgrounds. In the last years we have seen a growing interest in the use of gamification approaches in higher institutions. While most practices have been related to digital gaming approaches, there is a new trend: escape rooms. The intended output and proposed innovation is therefore the development and application of an escape room on energy transition to increase knowledge and raise motivation among our students by addressing both hard and soft skills in an innovative and original way. This project is interdisciplinary, multi-disciplinary and transdisciplinary due to the complexity of the topic; it consists of three different stages, including evaluation, and requires the involvement of students and colleagues from the master program. We are confident that this proposed innovation can lead to an improvement, based on relevant literature and previous experiences in other institutions, and has the potential to be successfully implemented in other higher education institutions in The Netherlands.
The focus of this project is on improving the resilience of hospitality Small and Medium Enterprises (SMEs) by enabling them to take advantage of digitalization tools and data analytics in particular. Hospitality SMEs play an important role in their local community but are vulnerable to shifts in demand. Due to a lack of resources (time, finance, and sometimes knowledge), they do not have sufficient access to data analytics tools that are typically available to larger organizations. The purpose of this project is therefore to develop a prototype infrastructure or ecosystem showcasing how Dutch hospitality SMEs can develop their data analytic capability in such a way that they increase their resilience to shifts in demand. The one year exploration period will be used to assess the feasibility of such an infrastructure and will address technological aspects (e.g. kind of technological platform), process aspects (e.g. prerequisites for collaboration such as confidentiality and safety of data), knowledge aspects (e.g. what knowledge of data analytics do SMEs need and through what medium), and organizational aspects (what kind of cooperation form is necessary and how should it be financed).Societal issueIn the Netherlands, hospitality SMEs such as hotels play an important role in local communities, providing employment opportunities, supporting financially or otherwise local social activities and sports teams (Panteia, 2023). Nevertheless, due to their high fixed cost / low variable business model, hospitality SMEs are vulnerable to shifts in consumer demand (Kokkinou, Mitas, et al., 2023; Koninklijke Horeca Nederland, 2023). This risk could be partially mitigated by using data analytics, to gain visibility over demand, and make data-driven decisions regarding allocation of marketing resources, pricing, procurement, etc…. However, this requires investments in technology, processes, and training that are oftentimes (financially) inaccessible to these small SMEs.Benefit for societyThe proposed study touches upon several key enabling technologies First, key enabling technology participation and co-creation lies at the center of this proposal. The premise is that regional hospitality SMEs can achieve more by combining their knowledge and resources. The proposed project therefore aims to give diverse stakeholders the means and opportunity to collaborate, learn from each other, and work together on a prototype collaboration. The proposed study thereby also contributes to developing knowledge with and for entrepreneurs and to digitalization of the tourism and hospitality sector.Collaborative partnersHZ University of Applied Sciences, Hotel Hulst, Hotel/Restaurant de Belgische Loodsensociëteit, Hotel Zilt, DM Hotels, Hotel Charley's, Juyo Analytics, Impuls Zeeland.
Students in Higher Music Education (HME) are not facilitated to develop both their artistic and academic musical competences. Conservatoires (professional education, or ‘HBO’) traditionally foster the development of musical craftsmanship, while university musicology departments (academic education, or ‘WO’) promote broader perspectives on music’s place in society. All the while, music professionals are increasingly required to combine musical and scholarly knowledge. Indeed, musicianship is more than performance, and musicology more than reflection—a robust musical practice requires people who are versed in both domains. It’s time our education mirrors this blended profession. This proposal entails collaborative projects between a conservatory and a university in two cities where musical performance and musicology equally thrive: Amsterdam (Conservatory and University of Amsterdam) and Utrecht (HKU Utrechts Conservatorium and Utrecht University). Each project will pilot a joint program of study, combining existing modules with newly developed ones. The feasibility of joint degrees will be explored: a combined bachelor’s degree in Amsterdam; and a combined master’s degree in Utrecht. The full innovation process will be translated to a transferable infrastructural model. For 125 students it will fuse praxis-based musical knowledge and skills, practice-led research and academic training. Beyond this, the partners will also use the Comenius funds as a springboard for collaboration between the two cities to enrich their respective BA and MA programs. In the end, the programme will diversify the educational possibilities for students of music in the Netherlands, and thereby increase their professional opportunities in today’s job market.
