Introduction: Digital technologies , such as big AI and cloud computing are driving digital transformation (DT) in organizations. The World Economic Forum ( reports that over 75% of organizations plan to adopt these technologies within five years, leading to a skills disruption as employees lack the necessary skills for DT. HRM departments are responsible for preparing their workforce for DT through reand upskilling initiatives (Ivaldi et al., 2022; Vereycken et al., To adapt HRM’s strategic talent management for tailored re and upskilling, insight is needed in workforce DT skills mastery. The objective of this study is to develop a validated instrument for measuring workforce DT skills mastery, building upon the Digital Transformations Skills Framework ( (Bouwmans et al., 2022, 2024). The instrument is a self assessment tool, allowing individuals to evaluate their proficiency across various skill dimensions.
The purpose of this study was to analyse knowledge management research trends to understand the development of the field using a combination of scientometric, bibliometric, and visualisation techniques, subsequently developing a normative framework of knowledge management from the results.282 articles between the years 2010–2015 were retrieved, analysed, and visualised to produce the state of knowledge management during the selected timeframe. The results of this study provide a visualisation of the current research trends to understand the development of the knowledge management discipline. There are signals that the literature about knowledge management is progressing towards academic maturity. This study is one of the first studies to combine bibliometric and scientometric methods to assess productivity along with visualisation, and subsequently provide a knowledge management framework drawing from the results of these methods.
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31-12-2020This study provides a comprehensive analysis of the AI-related skills and roles needed to bridge the AI skills gap in Europe. Using a mixed-method research approach, this study investigated the most in-demand AI expertise areas and roles by surveying 409 organizations in Europe, analyzing 2,563 AI-related job advertisements, and conducting 24 focus group sessions with 145 industry and policy experts. The findings underscore the importance of both general technical skills in AI related to big data, machine learning and deep learning, cyber and data security, large language models as well as AI soft skills such as problemsolving and effective communication. This study sets the foundation for future research directions, emphasizing the importance of upskilling initiatives and the evolving nature of AI skills demand, contributing to an EU-wide strategy for future AI skills development.
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31-12-2023Digital transformation has been recognized for its potential to contribute to sustainability goals. It requires companies to develop their Data Analytic Capability (DAC), defined as their ability to collect, manage and analyze data effectively. Despite the governmental efforts to promote digitalization, there seems to be a knowledge gap on how to proceed, with 37% of Dutch SMEs reporting a lack of knowledge, and 33% reporting a lack of support in developing DAC. Participants in the interviews that we organized preparing this proposal indicated a need for guidance on how to develop DAC within their organization given their unique context (e.g. age and experience of the workforce, presence of legacy systems, high daily workload, lack of knowledge of digitalization). While a lot of attention has been given to the technological aspects of DAC, the people, process, and organizational culture aspects are as important, requiring a comprehensive approach and thus a bundling of knowledge from different expertise. Therefore, the objective of this KIEM proposal is to identify organizational enablers and inhibitors of DAC through a series of interviews and case studies, and use these to formulate a preliminary roadmap to DAC. From a structure perspective, the objective of the KIEM proposal will be to explore and solidify the partnership between Breda University of Applied Sciences (BUas), Avans University of Applied Sciences (Avans), Logistics Community Brabant (LCB), van Berkel Logistics BV, Smink Group BV, and iValueImprovement BV. This partnership will be used to develop the preliminary roadmap and pre-test it using action methodology. The action research protocol and preliminary roadmap thereby developed in this KIEM project will form the basis for a subsequent RAAK proposal.
Gemeente Arnhem heeft als doel geformuleerd dat alle wijken klimaatneutraal moeten zijn voor 2050. Voor de wijk Elderveld-Noord is de uitdaging om een duurzame aardgasvrije energie-infrastructuur te ontwikkelen, bestaande woningen te verduurzamen én energielasten voor huurders gelijk te houden. Deze uitdaging is niet alleen technologisch, maar ook sociaal-maatschappelijk complex. Naast energetische verbetering en gebruik van circulaire materialen gaat het ook om een gezonde en leefbare omgeving voor een zich veranderende populatie met een eigen economische contextkenmerken. De wijk Elderveld-Noord is als proeftuin gestart om deze transitie vorm te geven vanuit technologisch perspectief. De vraag bleef: hoe kan de sociale kant van samenwerking, participatie en implementatie hierbij worden ingevuld in een dynamisch leerproces? Via een proces van vraagarticulatie met de stakeholders in deze proeftuin is de praktijkvraag ontstaan hoe een actieve ontwerpgerichte en lerende gemeenschap te realiseren, waarbij een cocreatieproces tot een integrale, succesvolle energietransitie leidt. Vanuit deze praktijkvraag is de volgende onderzoeksvraag ontstaan: Op welke wijze kan een transdisciplinaire lerende gemeenschap worden gevormd die zich richt op meervoudige waardecreatie voor het aardgasvrij maken van de Arnhemse wijk Elderveld-Noord en hoe kan dit proces leiden tot de ontwikkeling van een lerende aanpak zodat in andere wijken van Arnhem hier ook mee gewerkt kan worden? Het beoogde resultaat is transformatieve kennisontwikkeling met een lerende gemeenschap ter ondersteuning van de energietransitie in de pilotwijk Elderveld-Noord, leidend tot een participatieve lerende aanpak voor energietransitie in andere wijken: De Arnhemse Lerende Aanpak. Dat vergt een systeemgerichte, transdisciplinaire opzet. De vraag is hoe we die cocreatie vormgeven en welke lessen we daaruit leren in een transdisciplinaire aanpak van integrale wijkvernieuwing. De beoogde impact van dit onderzoek is dat lerende gemeenschappen van publiek-private samenwerkingen voor de wijkgerichte energietransitie in hoge mate zullen bijdragen aan gezonde en klimaatneutrale wijken in Arnhem en in Nederland.
This project addresses the fundamental societal problem that encryption as a technique is available since decades, but has never been widely adopted, mostly because it is too difficult or cumbersome to use for the public at large. PGP illustrates this point well: it is difficult to set-up and use, mainly because of challenges in cryptographic key management. At the same time, the need for encryption has only been growing over the years, and has become an urgent problem with stringent requirements – for instance for electronic communication between doctors and patients – in the General Data Protection Regulation (GDPR) and with systematic mass surveillance activities of internationally operating intelligence agencies. The interdisciplinary project "Encryption for all" addresses this fundamental problem via a combination of cryptographic design and user experience design. On the cryptographic side it develops identity-based and attribute-based encryption on top of the attribute-based infrastructure provided by the existing IRMA-identity platform. Identity-based encryption (IBE) is a scientifically well-established technique, which addresses the key management problem in an elegant manner, but IBE has found limited application so far. In this project it will be developed to a practically usable level, exploiting the existing IRMA platform for identification and retrieval of private keys. Attribute-based encryption (ABE) has not reached the same level of maturity yet as IBE, and will be a topic of further research in this project, since it opens up attractive new applications: like a teacher encrypting for her students only, or a company encrypting for all employees with a certain role in the company. On the user experience design side, efforts will be focused on making these encryption techniques really usable (i.e., easy to use, effective, efficient, error resistant) for everyone (e.g., also for people with disabilities or limited digital skills). To do so, an iterative, human-centred and inclusive design approach will be adopted. On a fundamental level, scientific questions will be addressed, such as how to promote the use of security and privacy-enhancing technologies through design, and whether and how usability and accessibility affect the acceptance and use of encryption tools. Here, theories of nudging and boosting and the unified theory of technology acceptance and use (known as UTAUT) will serve as a theoretical basis. On a more applied level, standards like ISO 9241-11 on usability and ISO 9241-220 on the human-centred design process will serve as a guideline. Amongst others, interface designs will be developed and focus groups, participatory design sessions, expert reviews and usability evaluations with potential users of various ages and backgrounds will be conducted, in a user experience and observation laboratory available at HAN University of Applied Sciences. In addition to meeting usability goals, ensuring that the developed encryption techniques also meet national and international accessibility standards will be a particular point of focus. With respect to usability and accessibility, the project will build on the (limited) usability design experiences with the mobile IRMA application.
