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We study the problem of representing a graph as a storyplan, a recently introduced model for dynamic graph visualization. It is based on a sequence of frames, each showing a subset of vertices and a planar drawing of their induced subgraphs, where vertices appear and disappear over time. Namely, in the StoryPlan problem, we are given a graph and we want to decide whether there exists a total vertex appearance order for which a storyplan exists. We prove that the problem is NP -complete, and complement this hardness with two parameterized algorithms, one in the vertex cover number and one in the feedback edge set number of the input graph. We prove that partial 3-trees always admit a storyplan, which can be computed in linear time. Finally, we show that the problem remains NP -complete if the vertex appearance order is given and we have to choose how to draw the frames. [ABSTRACT FROM AUTHOR]

Hybrid visualizations combine different metaphors into a single network layout, in order to help humans in finding the "right way" of displaying the different portions of the network, especially when it is globally sparse and locally dense. We investigate hybrid visualizations in two complementary directions: (i) On the one hand, we evaluate the effectiveness of different hybrid visualization models through a comparative user study; (ii) On the other hand, we estimate the usefulness of an interactive visualization that integrates all the considered hybrid models together. The results of our study provide some hints about the usefulness of the different hybrid visualizations for specific tasks of analysis and indicates that integrating different hybrid models into a single visualization may offer a valuable tool of analysis.

This paper explores the ageing population in Italy, where older adults account for more than 14 million individuals (in January 2023) and constitute 24.1 % of the total population. Frailty, a condition encompassing biological, psychological, social, and economic challenges, is recognised as a significant public health issue. The study introduces the Short Functional Geriatric Evaluation (SFGE) as a large-scale screening tool for frailty in community-dwelling older individuals. A Confirmatory Factor Analysis (CFA) was conducted on the SFGE. The CFA scrutinises the construct validity of SFGE using a sample population from the "Long Live the Elderly!" program in Italy. Initial results indicate an acceptable fit, prompting the incorporation of Modification Indices to enhance model performance. The refined CFA demonstrates that the SFGE model effectively captures the multidimensional nature of frailty. The text underscores the timeliness of identifying frailty, emphasising the need for simple, fast, and predictive tools to screen large populations efficiently., Competing Interests: Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Authors. Published by Elsevier Inc. All rights reserved.)

Background: Delayed discharge from hospital to home or other care institutions is a significant problem and has been investigated in the international scientific literature for many years. Behind this condition is a health care system based on a hospital-centered concept characterized by a lack of territorial health and social welfare services. This phenomenon causes two different problems: an excessive length of hospital stay, resulting in slow turnover of bed utilization; and overcrowding in emergency rooms (ERs). The phenomenon of frequent users assumes particular importance in this context. These patients repeatedly visit the emergency department (ED) in the same year because care needs are not met by primary care services. The authors in this study tried to describe the Frequent users (FUs) population and the variables associated with this condition., Materials and Methods: A retrospective "single-arm" descriptive study was conducted by analysing all accesses made to the ED of Policlinico Tor Vergata (PTV) from January 1, 2022, to December 31, 2022. FUs were defined as patients who had 4 or more accesses to PTV ER during the year., Results: A total of 37,800 accesses occurred during the study period. A total of 31,691 users accessed the PS, with a mean age of 55.8 ± 22.2 years. There were 359 FU patients (approximately 1%) who had a total of 1984 accesses, corresponding to 5.2% of the total accesses. The triage codes for the FU patients were red, 2%; orange, 21%; blue, 45%; green, 26%; white, 5%; and not performed, 1%. Considering the 1984 FU accesses, the most frequently attributed "main problems" in the ED were "other symptoms or disorders" (54%), "psychomotor agitation" (12%), "trauma or burn" (8%), "abdominal pain" (6%), "chest pain" (4%), "dyspnea" (4%) and "urological symptoms or disorders" (4%). Multivariate analysis revealed that the main determinants of FUs were psychomotor agitation (HR = 7,23; CL95%:6,194-8,443), urological disorders (HR = 2,16; CL95%:1,68-2,76) and poor socioeconomic status (HR = 2,40; CL95%:2,213-2,663)., Conclusions: The FUs phenomenon expresses an area of health and social distress where poverty and lack of territorial services oblige people to refer to the ED. Primary care interventions integrated with social support are crucial for managing access to the ED., (© 2024. The Author(s).)