BACKGROUND: Conflicting evidence exists on the effectiveness of routinely measured vital signs on the early detection of increased probability of adverse events.PURPOSE: To assess the clinical relevance of routinely measured vital signs in medically and surgically hospitalized patients through a systematic review.DATA SOURCES: MEDLINE, Embase, Cochrane Central Register of Controlled Trials (CENTRAL), Cumulative Index to Nursing and Allied Health Literature, and Meta-analysen van diagnostisch onderzoek (in Dutch; MEDION) were searched to January 2013.STUDY SELECTION: Prospective studies evaluating routine vital sign measurements of hospitalized patients, in relation to mortality, septic or circulatory shock, intensive care unit admission, bleeding, reoperation, or infection.DATA EXTRACTION: Two reviewers independently assessed potential bias and extracted data to calculate likelihood ratios (LRs) and predictive values.DATA SYNTHESIS: Fifteen studies were performed in medical (n = 7), surgical (n = 4), or combined patient populations (n = 4; totaling 42,565 participants). Only three studies were relatively free from potential bias. For temperature, the positive LR (LR+) ranged from 0 to 9.88 (median 1.78; n = 9 studies); heart rate 0.82 to 6.79 (median 1.51; n = 5 studies); blood pressure 0.72 to 4.7 (median 2.97; n = 4 studies); oxygen saturation 0.65 to 6.35 (median 1.74; n = 2 studies); and respiratory rate 1.27 to 1.89 (n = 3 studies). Overall, three studies reported area under the Receiver Operator Characteristic (ROC) curve (AUC) data, ranging from 0.59 to 0.76. Two studies reported on combined vital signs, in which one study found an LR+ of 47.0, but in the other the AUC was not influenced.CONCLUSIONS: Some discriminative LR+ were found, suggesting the clinical relevance of routine vital sign measurements. However, the subject is poorly studied, and many studies have methodological flaws. Further rigorous research is needed specifically intended to investigate the clinical relevance of routinely measured vital signs.CLINICAL RELEVANCE: The results of this research are important for clinical nurses to underpin daily routine practices and clinical decision making.
Although history standards generally aim at developing historical consciousness among secondary school students, there is not much research-based knowledge to support making connections between the past, the present and the future in history teaching. This study examines the effects of teaching analogous cases of an enduring human issue in two experimental conditions: one in which grade 10-12 students (n = 460) were actively encouraged to compare cases and to draw analogies with the present and one in which students studied cases without making comparisons or drawing analogies with the present (n = 273). Set against the results of a group of students who followed the usual history curriculum (n = 289), multilevel regression analyses on the collected data revealed that both experimental conditions positively affected students’ appraisals of the relevance of history, more so in the ‘case-comparison’ condition than in the ‘separate-case’ condition. Students in the case-comparison condition also deemed the lesson course more valuable and experienced less difficulty with the applied pedagogical approach than students in the separate-case condition. Case comparison did not negatively affect the acquisition of historical factual knowledge. Implications for further research are discussed.
Developing a framework that integrates Advanced Language Models into the qualitative research process.Qualitative research, vital for understanding complex phenomena, is often limited by labour-intensive data collection, transcription, and analysis processes. This hinders scalability, accessibility, and efficiency in both academic and industry contexts. As a result, insights are often delayed or incomplete, impacting decision-making, policy development, and innovation. The lack of tools to enhance accuracy and reduce human error exacerbates these challenges, particularly for projects requiring large datasets or quick iterations. Addressing these inefficiencies through AI-driven solutions like AIDA can empower researchers, enhance outcomes, and make qualitative research more inclusive, impactful, and efficient.The AIDA project enhances qualitative research by integrating AI technologies to streamline transcription, coding, and analysis processes. This innovation enables researchers to analyse larger datasets with greater efficiency and accuracy, providing faster and more comprehensive insights. By reducing manual effort and human error, AIDA empowers organisations to make informed decisions and implement evidence-based policies more effectively. Its scalability supports diverse societal and industry applications, from healthcare to market research, fostering innovation and addressing complex challenges. Ultimately, AIDA contributes to improving research quality, accessibility, and societal relevance, driving advancements across multiple sectors.
Mode heeft een cruciale functie in de samenleving: zij maakt diversiteit en inclusiviteit mogelijk en is een middel voor individuen om zich uit te drukken. Desalniettemin is mode ook een raadsel op het gebied van duurzaamheid, zowel aan de sociale als aan de milieukant. Er bestaan echter alternatieven voor de huidige praktijken in de mode. Dit project heeft tot doel de ontwikkeling van een van die initiatieven te ondersteunen. In samenwerking met twee Nederlandse MKB bedrijven in de mode-industrie, willen we een of meer business modellen co-designen voor het vermarkten van circulair ontworpen laser geprinte T-shirts. Door lasertechnologie te introduceren in plaats van traditionele inktopties, kunnen de T- shirts hun CO2 voetafdruk verder verkleinen en een verstandig alternatief zijn voor individuen, die op zoek zijn naar duurzame modekeuzes. Maar hoewel de technologische haalbaarheid vaststaat, vereist het vermarkten sterke, schaalbare, bedrijfsmodellen. Via een haalbaarheidsstudie willen we dergelijke businessmodellen ontwikkelen en de commercialisering van deze producten ondersteunen. Wij zijn van plan de reacties van de consument op een dergelijke innovatie te bestuderen, evenals de belemmeringen en stimulansen vanuit het oogpunt van de consument, en de inkoop-, toeleveringsketen- en financiële kwesties die kunnen voortvloeien uit de schaalbaarheid van een potentieel bedrijfsmodel. Om praktische relevantie voor de bredere industrie te verzekeren, streven we ernaar om de resultaten te presenteren op evenementen georganiseerd door een van de consortiumpartners (in 2023), als ook om een teaching case en een wetenschappelijk artikel te ontwikkelen op basis van de resultaten van het project.
The latest IPCC Report (2022) provided by the UN shows us that, to guarantee a safe future for upcoming generations, we must change how we lead our lives on several levels. However, the increasing urgency to act and behave in a way that is not damaging the climate is bringing many psychological concerns to young generations. Worldwide reports are demonstrating how the issue of eco-anxiety is increasing daily, and how young people are feeling more hopeless than ever. Climate change has become a climate crisis, and individuals are experiencing pressure and fear incessantly (Marks et al., 2021). We, as Climate Streamers, have often found ourselves in this situation as well, but rather than freezing, we decided to take this challenge and think of solutions. Therefore, with the support of Breda University of Applied Sciences, the Performatory community, the BUas Startup Support Team, and outside mentors, we created Climate Streamers Foundation: a new youth-led non-profit organisation and a movement working towards a more inclusive and less polarised climate action. By working with leisure elements and a positive and appreciative approach, we want to give back hope, voice and power to the youth and inspire each other genuinely and sustainably. The purpose of this application is to allow us to elaborate a feasibility study concerning our MVP (minimum viable product), the card game, and boost the overall concept. We intend to implement the researched data to improve the design and sales management. The card game aims to stimulate appreciative conversations by giving space to players to express their opinions and personal stories and it is designed so everyone can play it, regardless of background and knowledge. After giving 200 games in production, we launched the card game in July 2022.
