This study addresses the burgeoning global shortage of healthcare workers and the consequential overburdening of medical professionals, a challenge that is anticipated to intensify by 2030 [1]. It explores the adoption and perceptions of AI-powered mobile medical applications (MMAs) by physicians in the Netherlands, investigating whether doctors discuss or recommend these applications to patients and the frequency of their use in clinical practice. The research reveals a cautious but growing acceptance of MMAs among healthcare providers. Medical mobile applications, with a substantial part of IA-driven applications, are being recognized for their potential to alleviate workload. The findings suggest an emergent trust in AI-driven health technologies, underscored by recommendations from peers, yet tempered by concerns over data security and patient mental health, indicating a need for ongoing assessment and validation of these applications
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Abstract Background: With the growing shortage of nurses, labor-saving technology has become more important. In health care practice, however, the fit with innovations is not easy. The aim of this study is to analyze the development of a mobile input device for electronic medical records (MEMR), a potentially labor-saving application supported by nurses, that failed to meet the needs of nurses after development. Method: In a case study, we used an axiomatic design framework as an evaluation tool to visualize the mismatches between customer needs and the design parameters of the MEMR, and trace these mismatches back to (preliminary) decisions in the development process. We applied a mixed-method research design that consisted of analyzing of 118 external and internal files and working documents, 29 interviews and shorter inquiries, a user test, and an observation of use. By factoring and grouping the findings, we analyzed the relevant categories of mismatches. Results: The involvement of nurses during the development was extensive, but not all feedback was, or could not be, used effectively to improve the MEMR. The mismatches with the most impact were found to be: (1) suboptimal supportive technology, (2) limited functionality of the app and input device, and (3) disruption of nurses’ workflow. Most mismatches were known by the IT department when the MEMR was offered to the units as a product. Development of the MEMR came to a halt because of limited use. Conclusion: Choices for design parameters, made during the development of labor-saving technology for nurses, may conflict with the customer needs of nurses. Even though the causes of mismatches were mentioned by the IT department, the nurse managers acquired the MEMR based on the idea behind the app. The effects of the chosen design parameters should not only be compared to the customer needs, but also be assessed with nurses and nurse managers for the expected effect on the workflow.
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For many EU citizens, working across the border is the only way to make a living in the EU. The battle for cheap labour has now become a well-oiled machine, in which almost all Western European countries participate. Nevertheless, the employment situation of EU Mobile Citizens, workers of low-skilled and -paid jobs, is often substandard. Challenges are housing, health care and working conditions. In addition, due to the lack of registration in municipalities, it is impossible to have an overview of the numbers and to offer effective help. This is a problem in small to medium-sized cities, where many workers live to work in agriculture, transport, construction, meat industry and logistics. For this study, 32 interviews were conducted in eleven small to medium-sized towns (SMSTs) in Sweden, Germany, the Netherlands, Ireland, Poland, and Spain. The study uses three different perspectives: EU representatives of participating regions, municipalities, and employers. The outcomes show that most SMSTs deal with a shortage of housing, and a lack of grip on the registration process of EU citizens. Although there are some success stories, most SMSTs are not in touch with each other to share these. The paper concludes with proposals for further action-research and collaborations to impact local policies.
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