Zoekresultaten

Lectoraat Move to be - publiek

Evaluating privacy, security and regulation concerns for sensory-based assistive technology

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

Improving Routine Immunization Coverage Through Optimally Designed Predictive Models

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.

Evaluation and improvements regarding the implementation of Project-Based Learning within the Innovative Development program

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

Lustrumbundel Lectoraat Diversiteitsvraagstukken: 2018- 2023

Het lectoraat Diversiteitsvraagstukken van Hogeschool Inholland bestaat 5 jaar. In die periode is er ontzettend veel gebeurd en heeft het team een bijdrage mogen leveren aan betekenisvolle onderzoeken die een bijdrage leveren aan het vergroten van de kansengelijkheid in de samenleving. Met daarbij het onderwijs als verbindende schakel tussen jongeren, het werkveld en de samenleving en het inzetten van (levens)verhalen om ervaringen en belevingen naar voren te brengen. Deze bundel bevat bijdragen met theoretische reflecties, met inzichten uit de onderzoeksprojecten en praktische voorbeelden om toe te passen in de dagelijkse onderwijspraktijk. De bundel is interessant voor professionals binnen en buiten het onderwijs, studenten, maar ook het werkveld waarvoor in het hoger onderwijs wordt opgeleid. En het is interessant voor iedereen die zich in wil zetten voor een samenleving waarin verschillen worden benut als kracht. Lectoraat Diversiteitsvraagstukken Hogeschool Inholland

Jaarboek 2005 Lectoraat Vernieuwende Opleidingsmethodiek en -didactiek

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