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Purpose
This study operationalizes risks in stakeholder dialog (SD). It conceptualizes SD as co-produced organizational discourse and examines the capacities of organizers' and stakeholders' practices to create a shared understanding of an organization’s risks to their mutual benefit. The meetings and online forum of a German public service media (PSM) organization were used as a case study.
Design/methodology/approach
The authors applied corpus-driven linguistic discourse analysis (topic modeling) to analyze citizens' (n = 2,452) forum posts (n = 14,744). Conversation analysis was used to examine video-recorded online meetings.
Findings
Organizers suspended actors' reciprocity in meetings. In the forums, topics emerged autonomously. Citizens' articulation of their identities was more diverse than the categories the organizer provided, and organizers did not respond to the autonomous emergence of contextualizations of citizens' perceptions of PSM performance in relation to their identities. The results suggest that risks arise from interactionally achieved occasions that prevent reasoned agreement and from actors' practices, which constituted autonomous discursive formations of topics and identities in the forums.
Originality/value
This study disentangles actors' practices, mutuality orientation and risk enactment during SD. It advances the methodological knowledge of strategic communication research on SD, utilizing social constructivist research methods to examine the contingencies of organization-stakeholder interaction in SD.
Compliance of agricultural AI systems : app-based legal verification throughout the development
(2024)
Significant advances in artificial intelligence (AI) have been achieved; however, practical implementation in agriculture remains limited. Compliance with emerging regulations, such as the EU AI Act and GDPR, is now vital, even for non-critical AI systems. Developers need tools to assess legal compliance, which is complex, often requiring full legal advice. To address this issue, we are developing a support app that simplifies the legal aspects of AI system development, covering the entire lifecycle, from conception to distribution. The current app, which covers the key legal area of copyright and will soon include GDPR and the AI Act, aims to bridge the gap between AI research and agriculture. An evaluation of our app by experts from both the legal and the IT domains shows that the app assists the developers so that they make legally correct statements. Consequently, it promotes legal compliance and awareness among developers, contributing to the seamless integration of AI into agriculture. The need for compliant AI systems in various industries, including agriculture, will only increase as regulations evolve.
Artificial intelligence (AI) promises transformative impacts on society, industry, and agriculture, while being heavily reliant on diverse, quality data. The resource-intensive "data
problem" has initialized a shift to synthetic data. One downside of synthetic data is known as the "reality gap", a lack of realism. Hybrid data, combining synthetic and real data, addresses this. The paper examines terminological inconsistencies and proposes a unified taxonomy for real, synthetic, augmented, and hybrid data. It aims to enhance AI training datasets in smart agriculture, addressing the challenges in the agricultural data landscape. Utilizing hybrid data in AI models offers improved prediction performance and adaptability.
In Deutschland werden 80% der auf Pflege angewiesenen Menschen im häuslichen Umfeld versorgt, 56 % davon aufgrund sozialer Beziehungen ausschließlich von informell pflegenden Personen. Die Anzahl häuslicher Pflegearrangements steigt seit Jahren kontinuierlich bei bereits erreichter Kapazitätsgrenze existierender ambulanter Dienste. Um einen Beitrag zum wissenschaftlichen Verständnis pflegerischer Versorgung im häuslichen Setting zu leisten, wurden insgesamt 18 narrative Interviews zu Wunsch und Wirklichkeit häuslicher Pflege mit pflegebedürftigen und pflegenden Personen sowie zwei Expert*innen geführt und nach den Prinzipien der Grounded Theory ausgewertet. Die entwickelte Akzeptanztheorie bietet einen grundsätzlichen Erklärungsansatz informeller Pflege und verweist auf die dringliche und unabdingbar notwendige Weiterentwicklung ambulanter Versorgungsstrukturen, sollen Pflegearrangements in großer Anzahl weiterhin Bestand haben.
Introduction: Patients undergoing revision total hip surgery (RTHS) have a high prevalence of mild and moderate preoperative anemia, associated with adverse outcomes. The aim of this study was to investigate the association of perioperative allogeneic blood transfusions (ABT) and postoperative complications in preoperatively mild compared to moderate anemic patients undergoing RTHS who did not receive a diagnostic anemia workup and treatment before surgery. Methods: We included 1,765 patients between 2007 and 2019 at a university hospital. Patients were categorized according to their severity of anemia using the WHO criteria of mild, moderate, and severe anemia in the first Hb level of the case. Patients were grouped as having received no ABT, 1–2 units of ABT, or more than 2 units of ABT. Need for intraoperative ABT was assessed in accordance with institutional standards. Primary endpoint was the compound incidence of postoperative complications. Secondary outcomes included major/minor complications and length of hospital and ICU stay. Results: Of the 1,765 patients, 31.0% were anemic of any cause before surgery. Transfusion rates were 81% in anemic patients and 41.2% in nonanemic patients. The adjusted risks for compound postoperative complication were significantly higher in patients with moderate anemia (OR 4.88, 95% CI: 1.54–13.15, p = 0.003) but not for patients with mild anemia (OR 1.93, 95% CI: 0.85–3.94, p < 0.090). Perioperative ABT was associated with significantly higher risks for complications in nonanemic patients and showed an increased risk for complications in all anemic patients. In RTHS, perioperative ABT as a treatment for moderate preoperative anemia of any cause was associated with a negative compound effect on postoperative complications, compared to anemia or ABT alone. Discussion: ABT is associated with adverse outcomes of patients with moderate preoperative anemia before RTHS. For this reason, medical treatment of moderate preoperative anemia may be considered.
Background
Beta-blocker (BB) therapy plays a central role in the treatment of cardiovascular diseases. An increasing number of patients with cardiovascular diseases undergoe noncardiac surgery, where opioids are an integral part of the anesthesiological management. There is evidence to suggest that short-term intravenous BB therapy may influence perioperative opioid requirements due to an assumed cross-talk between G-protein coupled beta-adrenergic and opioid receptors. Whether chronic BB therapy could also have an influence on perioperative opioid requirements is unclear.
Methods
A post hoc analysis of prospectively collected data from a multicenter observational (BioCog) study was performed. Inclusion criteria consisted of elderly patients (≥ 65 years) undergoing elective noncardiac surgery as well as total intravenous general anesthesia without the use of regional anesthesia and duration of anesthesia ≥ 60 min. Two groups were defined: patients with and without BB in their regular preopreative medication. The administered opioids were converted to their respective morphine equivalent doses. Multiple regression analysis was performed using the morphine-index to identify independent predictors.
Results
A total of 747 patients were included in the BioCog study in the study center Berlin. 106 patients fulfilled the inclusion criteria. Of these, 37 were on chronic BB. The latter were preoperatively significantly more likely to have arterial hypertension (94.6%), chronic renal failure (27%) and hyperlipoproteinemia (51.4%) compared to patients without BB. Both groups did not differ in terms of cumulative perioperative morphine equivalent dose (230.9 (BB group) vs. 214.8 mg (Non-BB group)). Predictive factors for increased morphine-index were older age, male sex, longer duration of anesthesia and surgery of the trunk. In a model with logarithmised morphine index, only gender (female) and duration of anesthesia remained predictive factors.
Conclusions
Chronic BB therapy was not associated with a reduced perioperative opioid consumption.
Anwendungen wie ChatGPT oder WOMBO Dream machen es leicht, Studierende ohne Programmierkenntnisse für die Anwendung von künstlicher Intelligenz (KI) zu begeistern. Deshalb sind angesichts der zunehmenden Bedeutung von KI in allen Disziplinen innovative Strategien erforderlich, um Studierende ohne Programmierkenntnisse so auszubilden, dass die Anwendung von KI als Future Skill in die Studienmodule integriert werden kann. In diesem Artikel wird ein didaktisches Planungsraster für angewandte KI vorgestellt. Es orientiert sich am Prozess der KI-Programmierung (KI-Anwendungspipeline) und verknüpft KI-Konzepte mit studienrelevanten Themen. Diese Verknüpfung eröffnet einen neuen Lösungsraum und fördert das Interesse und das Verständnis für die Potenziale und Risiken von KI bei den Studierenden. Anhand einer Beispielvorlesungsreihe für Studierende der Energiewirtschaft wird gezeigt, wie KI nahtlos in den Unterricht integriert werden kann. Dafür wird das Planungsraster für angewandte KI an die Fachvorlesung angepasst. Dadurch können die Studierenden eine fachspezifische Aufgabenstellung Schritt für Schritt mit der KI-Anwendungspipeline lösen. So zeigt die Anwendung des didaktischen Planungsrasters für angewandte KI die praktische Umsetzung der theoretischen Konzepte der KI. Darüber hinaus wird eine Checkliste vorgestellt, anhand derer beurteilt werden kann, ob KI in der entsprechenden Vorlesung eingesetzt werden kann. KI als Future Skill muss von den Studierenden anhand von Anwendungsfällen erlernt werden, die für das Studienfach relevant sind. Aus diesem Grund sollte sich die KI-Ausbildung nahtlos in verschiedene Curricula einfügen lassen, auch wenn die Studierenden aufgrund ihres Studienfachs keinen Programmierhintergrund haben.
The development of non-precious metal-based electrodes that actively and stably support the oxygen evolution reaction (OER) in water electrolysis systems remains a challenge, especially at low pH levels. The recently published study has conclusively shown that the addition of haematite to H2 SO4 is a highly effective method of significantly reducing oxygen evolution overpotential and extending anode life. The far superior result is achieved by concentrating oxygen evolution centres on the oxide particles rather than on the electrode. However, unsatisfactory Faradaic efficiencies of the OER and hydrogen evolution reaction (HER) parts as well as the required high haematite load impede applicability and upscaling of this process. Here it is shown that the same performance is achieved with three times less metal oxide powder if NiO/H2 SO4 suspensions are used along with stainless steel anodes. The reason for the enormous improvement in OER performance by adding NiO to the electrolyte is the weakening of the intramolecular O─H bond in the water molecules, which is under the direct influence of the nickel oxide suspended in the electrolyte. The manipulation of bonds in water molecules to increase the tendency of the water to split is a ground-breaking development, as shown in this first example.
Hintergrund: Spielbedingte muskuloskelettale Beschwerden (engl.: playing-related musculoskeletal disorders = PRMDs) stellen ein erhebliches Gesundheitsproblem für Schlagzeuger_innen dar. Die Prävalenz auftretender Symptome ist in der oberen Extremität am höchsten, gefolgt von Beschwerden im unteren Rücken und der unteren Extremität. Forschung zur Kinematik beim Schlagzeugspiel beschränkte sich meist auf die obere Extremität und motorische oder leistungsbezogene Fragestellungen. Wenige Studien untersuchten mögliche Ursachen von PRMDs in der 3D-Kinematik. Daher besteht ein Mangel an Bewegungsanalyseprotokollen zur Bewertung von PRMDs bei Schlagzeuger_innen in klinischen Kontexten wie der Physiotherapie.
Zielsetzung: Ziel ist es, die Entwicklung und Evaluation eines Bewegungsanalyseprotokolls zur Bewertung der funktionellen Bewegungen des Ober- und Unterkörpers unter Schlagzeug-spezifischen Bedingungen während des Instrumentenspiels in einer klinischen Umgebung vorzustellen. Das Protokoll zielt darauf ab, den physiotherapeutischen Befunderhebungsprozess von PRMDs zu unterstützen.
Methoden: Die methodische Umsetzung erfolgte durch die Verknüpfung eines optoelektrischen Messsystems für den Oberkörper und eines inertialen Messsystems für den Unterkörper. Erforderliche Kalibrierungs- und Bewegungsaufgaben für die funktionelle Untersuchung wurden spezifiziert. Das Protokoll wurde an acht Schlagzeuger_innen getestet und die Daten im Hinblick auf die klinische Anwendbarkeit ausgewertet.
Ergebnisse: Die meisten Rotationswinkel wiesen eine angemessene Variabilität zwischen den Probanden auf, mit Ausnahme der Halswirbelsäule, des Ellbogens und der Hüftgelenke. Reproduzierbare Winkelverläufe zeigten sich vorwiegend in der oberen Extremität, Brust- und Lendenwirbelsäule sowie der rechten unteren Extremität.
Schlussfolgerung: Die Ergebnisse legen nahe, dass objektive Parameter ausgewertet und funktionelle Bewegungen während des Schlagzeugspiels quantifiziert werden können. Die Evaluation deutet darauf hin, dass nicht alle gemessenen 3D-Kinematiken reliable Winkel-Zeit-Verläufe für eine klinische Analyse produzieren. Das entwickelte Protokoll kann den physiotherapeutischen Befunderhebungsprozess zusammen mit einem prä-post-interventionellen Vergleich sowie die Erforschung biomechanischer Ursachen von PRMDs bei Schlagzeuger_innen unterstützen.