Within Human Activity Recognition (HAR), there is an insurmountable gap between the range of activities performed in life and those that can be captured in an annotated sensor dataset used in training. Failure to properly handle unseen activities seriously undermines any HAR classifier's reliability. …

BACKGROUND: Covid-19 has had a major negative impact on children's engagement in health-related behaviors. This study examines trends in children's screen time, outdoor play and sports club membership in pre- (2016-19), mid- (2020-21) and post- (2021-22) Covid years. Also, predicting factors (gender, …

During the COVID-19—related lockdowns (2020–2022), mobility patterns and charging needs were substantially affected. Policies such as work from home, lockdowns, and curfews reduced traffic and commuting significantly. This global pandemic may have also substantially changed mobility patterns on the long …

A key policy measure introduced by governments worldwide at the beginning of the coronavirus disease 2019 (COVID-19) pandemic was to restrict travel, highlighting the importance of people's mobility as one of the key contributors to spreading severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). …

For working people, the cost of getting to work, in terms of time and expense, is a crucial aspect of daily life. In the twentieth century, people’s opportunity to travel increased. This did not, however, apply to everyone. The absence of affordable housing near job locations combined with the lack of …

Cross-border commuting might be a way to improve an efficient allocation of labour resources, improve the economic performance of border regions and reduce economic and territorial inequality. This study explores the impact of a set of socio-economic, infrastructural or cultural explanatory variables …

Background: A consistent finding in the literature is the decline in physical activity during adolescence, resulting in activity levels below the recommended guidelines. Therefore, promotion of physical activity is recommended specifically for prevocational students. Objective: This protocol paper describes …

In March 2020 life as we know it changed abruptly and indefinitely as a result of the COVID-19 pandemic. From one day to the next people were expected to work from home, while not everyone was equally equipped to do so in a safe and healthy manner. During a period of four months research was conducted …

This dissertation explores the role of higher education institutions (HEIs) regarding sustainability. Firstly, it defines key terms, namely sustainability and green strategy. To further investigate what green strategies are, a few examples of sustainable strategies will be given. Subsequently, a timeline …

BACKGROUND: Work schedules contribute substantially to the health and well-being of nurses. Too broad typologies are used in research that do not meet the current variety in work schedules. OBJECTIVE: To develop a newtypology for nurses' work schedules based on five requirements and to validate the typology. …