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Background: Crowding in emergency departments (ED) has a negative impact on quality of care and can be averted by allocating additional resources based on predictive crowding models. However, there is a lack in effective external overall predictors, particularly those representing public activity.
Objectives: This study, therefore, examines public activity measured by regional road traffic flow as an external predictor of ED crowding in an urban hospital.
Methods: Seasonal autoregressive cross-validated models (SARIMA) were compared with respect to their forecasting error on ED crowding data.
Results: It could be shown that inclusion of inflowing road traffic into a SARIMA model effectively improved prediction errors.
Conclusion: The results provide evidence that circadian patterns of medical emergencies are connected to human activity levels in the region and could be captured by public monitoring of traffic flow. In order to corroborate this model, data from further years and additional regions need to be considered. It would also be interesting to study public activity by additional variables.
Aims: Intercultural competence has become a key-competence, since the world has become more and more volatile, uncertain, complex and ambiguous. Therefore, insights in the development of intercultural competence and its´ links to individual traits are crucial for companies and researchers to face the requirements in a VUCA world. This study examines the relationship between the time, students spent abroad, personality traits and circumstances during this time with the student’s intercultural competence and integration performance in the target culture. The study had a correlative cross-sectional design. Design and sample: A total of 202 academic subjects were surveyed. The average age was 22 years. There was one measuring time, to which 58 % of the participants stated that they have had a stay abroad. Measurements: Metacognitive, cognitive, motivational and behavioural intercultural competence were measured with the Cultural Intelligence Scale. The personality traits involvement, discipline, social competence, cooperation, dominance and stability were captured with the "Bochum inventory for job-related personality description-6F". Work-related attitudes as patterns of behaviour and experience were measured using the "Work-related Behaviour and Experiencing Pattern 44" (German: Arbeitsbezogene Verhaltens- und Erlebensmuster, AVEM). This scale captures the way participants relate to work in general based on the measurement of personality traits and their fit to specific clusters, which describe, whether individuals have healthy or risky patterns. In addition, the demographic factors and characteristics of stays abroad as well as the integration into the target culture based on the Sociocultural Adaption Scale were examined. The data was tested for relationships and differences by tests for mean differences, variance and regression analyses. Results: There was a positive correlation between duration and cognitive, motivational and behavioural intercultural competence. The motivational competence is higher in subjects who have no risk pattern in the AVEM. The different types of competence influence each other at diverse times. Moreover, the suggested structural equation model could be confirmed. This showed the effect of the AVEM pattern on intercultural competence, moderated by the stay abroad and the social competence. Thus, the study contributes to the understanding of both the measurement of intercultural competence and the development process of intercultural competence in a globalized world.
Do multipliers have to be more sensitized for the issue diversity? Do they have to develop specific competences? Which do they already have? These questions were analysed by a qualitative investigation. Ca. 70 interviews with managers of the large DAX companies and employees were conducted. The results show a field of tension between self-perception and perception of others and the assessment of the relevance of diversity attitudes and measures, competences and their actual implementation. The results indicate the need of promotion of competences, especially regarding the intercultural competence. We position ourselves in a functionalist perspective, in line with the work on paradigms of Burell and Morgan (2017) and Deetz (1996) in social sciences and Cross-Cultural Management. We present these results from a functionalist perspective in order to ensure the greatest possible "objectivity".
Optimised Nutrient Recovery from Biogas Digestate by Solid/Liquid Separation and Membrane Treatment
(2019)
Anaerobic digestion products of agricultural biogas plants are characterised by high nitrogen, phosphorus, and potassium content. In three scale-up steps, a membrane based digestate treatment process of solid-liquid-separation, ultrafiltration, and reverse osmosis for nutrient recovery was investigated. Lab-scale trials delivered a very good understanding of fluid properties and subsequent ultrafiltration performance, which is the limiting process step in terms of energy demand and operation costs. In semi-technical experiments, optimisation, and design parameters were developed, which were subsequently applied to pilot-scale tests at two full-scale biogas plants. The process optimisation resulted in 50 % energy reduction of the ultrafiltration step. About 36 % of the sludge volume was recovered as dischargeable water, 20 % as solid N/P-fertiliser, and 44 % as liquid N/K-fertiliser.
Symposion: Working for the greater good in services: risks and innovation impacts on employees’ wellbeing
Oral presentation: Kumbruck: Digitalization in Health and Old People’s Care and the Impacts on the Interaction Work
Purpose: Digitalization like roboter to lift or feed care receiver or like electronic patient documentation, e.g. on smartphones, changes interaction and communication between care givers and care receivers. From our research projects (Projektgruppe verfassungsverträgliche Technikgestaltung: Mobile information and communication tools in the hospital; Das Ethos fürsorglicher Praxis in der Pflege) shows impacts.
Design/Methodology/Approach/Intervention: Qualitative studies (simulation studies; narrative Interviews, observations,) with more than 60 experimentees in different health care institutions.
Results: The interaction is mediated by electronic tools. The nurses are confident by the electronic assistance and workload reduction; but they are afraid of more distance in the relationship to the patients, more mixing of private and working time activities or more observation by their superiors. The most critical aspect is seen in the patient documentation.
Limitations: These studies are explorative ones. Especially the simulation study is an experimental design.
Research/Practical Implications: There is need for more and quantitative studies. The results give a lot of indications that the organizational and political frameworks of health care are important moderators of the impacts of the digitalization in health care.
Originality/Value: The studies have an important perspective on the change in the relationship between health care givers and receivers by digitalization – a topic, which concerns everybody.
We describe an automated approach, to easily track patients regaining their walking ability while recovering from neurological diseases like e.g. stroke. Based on captured gait data and objective measures derived out of it the rehabilitation process can be optimized and thus steered. In order to apply such system in clinical practice two key requirements have to be fulfilled: (i) the system needs to be applicable in terms of ease of use and performance; (ii) the derived measures need to be accurate.
Climate change is the biggest social challenge facing the globalised world. The aim of this paper is to investigate the requirements for governance structures in regional sustainability programmes against climate change.
The study is an explorative case study. It is based on a literature review and expert interviews. It also involves the participatory observation of working groups meetings, and a design thinking workshop.
In spite of their enormous importance, little is known about the institutional conditions of the regional governance of climate change projects in Germany.
For this reason, the research project focuses on the important aspect of networking and governance structures. Consequently, the investigation will contribute to answering the question of which institutional framework conditions can raise the likelihood of climate change projects having a sustainable effect.
The outcomes of the application
This research has not only practical implications for the single case. The exploration of the critical factors of success also offers other regions important food for thought in shaping their governance structures. In particular, the design thinking process and the business network in the District of Steinfurt offer valuable points of reference.
Talent scarcity in emerging economies such as India poses challenges for companies. Limited labour market participation among well-educated women has been observed. The reasons that professionals decide not to pursue a further corporate career remain unclear. By investigating their career decision making, this handout summerizes research results from a study that aims to highlight the contextual factors that impact those decisions.
Following a qualitative research design interviews with internationally experienced Indian business professionals show that rebellion against Indian societal and family expectations is essential to following a career path, especially for women. The current institutional framework of society and organizations serves as a legitimizing façade veiling traditional practices that hinder females’ careers.
The interdisciplinary research project TiP.De - Theatre in Dementia Health Care aims at identifying the effects of theatre pedagogy on quality of life of people with dementia in two German nursing homes.
The mixed-methods intervention study measures cognitive impairment, quality of life in daily living and agitation in a pre-post-comparison, as well as emotional reactions during the theatre pedagogical interventions of the participants.
The intervention is expected to have a positive impact on cognitive impairment, quality of life, agitation and relationship between the participants and the assisting nursing home staff. Further data analysis will show correlations between specific items.
The results and the theatre pedagogy concept for people with dementia will be published, so that theatre pedagogues are able to implement the concept in other nursing homes. The nursing situation, communication and work experience of nurses, as well as quality of life of people with dementia are going to be positively affected.
The usage of high-level synthesis (HLS) tools for FPGAs has increased significantly over the last years since they matured and allow software programmers to take advantage of reconfigurable hardware technology.
Most HLS tools employ methods to optimize for loops, e. g. by unrolling or pipelining them. But there is hardly any work on the optimization of while loops. This comes at no surprise since most while loops have loop-carried dependences involving the loop condition which result in large recurrence cycles in the dataflow graphs. Therefore typical while loops cannot be parallelized or pipelined.
We propose a novel transformation which allows to optimize while loops nested within a for loop. By interchanging the two loops, it is possible to pipeline (and thereby parallelize) the inner loop, resulting in a reduced execution time. We present two case studies on different hardware platforms and show the speedup factors - compared to a host processor and to an unoptimized hardware implementation - achieved by our while loop optimization method.
Since February 2019, the „Katholische Erwachsenenbildung“ has been collaborating with the Institute of Music of the University of Applied Sciences Osnabrück. An institute for adult education provides the framework for a concept in which German as a second language lessons are accompanied by musicalisation. In line with elemental musical practice, whole-body experiences with voice, movement, and body-percussion play an important role. Students with the career goal of „Educating Artist“ work alongside language teachers in this project, and are mentored by university teachers. The young musicians gain monitored teaching experience and have a great opportunity to witness and help shape the linguistic and social integration of refugees.
A consequence of increasing migration is that a large number of people need to learn the language of the country of immigration. Music and language are phenomenons that share many common characteristics, such as melody, rhythm, and timbre. Music draws attention and can cause positive emotions. Music and movement are deeply rooted in the communication of emotional states und are considered to be the evolutionary biological basis for language. Thus the close relationship between language, music, and dance is evident: They all rely on differentiating perception, are able, as systems designed for social interactions, to connect people, and allow for both collective and individual expression.
The contents and procedures of the lessons are documented in a digital diary. The entire team meets at regular intervals, in order to reflect on the experiences and conduct further planning. For these purposes, video documentation of the lessons is also used. The project will end in November 2019 with a language exam; a musical final presentation is also planned. By then at the latest, findings will be available as to if and how the musical course content was able to support language acquisition. The collaboration enables the partners to realize the combining of different objectives (learning a second language, cultural participation and music making) by bringing experts together.
Although user participation may facilitate the realisation of IT innovations, various literature analyses show only minimal to moderate evidence for such effects possibly due to disregard of mediating factors. Against this background, this study examines the extent to which joint intrapreneurship of clinical leaders and IT leaders as well as a distinct innovation culture mediate the effect of user participation on hospitals’ IT innovativeness. IT innovativeness was measured by the availability and usability of IT functions and by the perceived ‘innovative power’ of a hospital. An empirical model was developed and tested with data from 168 clinical leaders and IT leaders who participated pairwise in a survey representing 84 German hospitals. Three parallel mediation analyses indicated that the participation of users could only lead to IT innovativeness if they were accompanied by intrapreneurial leadership on the part of clinical directors and IT leaders and if a pronounced innovation culture prevailed.
This paper describes the development and test of a novel LiDAR based combine harvester steering system using a harvest scenario and sensor point cloud simulation together with an established simulation toolchain for embedded software development. For a realistic sensor behavior simulation, considering the harvesting environment and the sensor mounting position, a phenomenological approach was chosen to build a multilayer LiDAR model at system level in Gazebo and ROS. A software-in-the-loop simulation of the mechatronic steering system was assembled by interfacing the commercial AppBase framework for point cloud processing and feature detection algorithms together with a machine model and control functions implemented in MATLAB/ Simulink. A test of ECUs in a hardware-in-the-loop simulation and as well as HMI elements in a driver-in-the-loop simulation was achieved by using CAN hardware interfaces and a CANoe based restbus simulation.
Background:
Midwifery care in Germany is a legal right for every woman (SGB V). Midwives work employed or freelance in hospitals or in community services, providing maternal care from pregnancy until the end of breastfeeding (Sayn-Wittgenstein 2007). Increasingly, a shortage of midwifery care has been observed, forcing hospitals to understaff or to close their birth units, leaving women and their families without care (Sander et al. 2018). At the same time, birth rates are rising, thus leading to an increasing demand of midwifery care (Destatis 2019). As off today there is no central register for midwives across Germany’s 16 states. Therefor the exact number of registered midwives as well as the scope of services provided by midwives are not known (Niedersächsisches Landesgesundheitsamt 2019). Given the present situation, it seems to be imperative to establish effective midwifery workforce planning.
The aim of this poster is to identify already existing health workforce planning approaches and to determine the extent to which those can be transferred to the German system of midwifery care.
Methods:
Health workforce planning approaches, already being used on a national and international level, have been analysed, focusing their applicability to midwifery services in Germany.
Results:
Particular elements of the workforce planning approaches already being used in Germany for registered physicians seem to be adoptable. However, they need to be adjusted and enhanced to ensure the characteristics of midwifery in the German public health services. Internationally used approaches are not readily transferable due to systemic differences in health care systems.
Conclusions:
The development of new specific workforce and service planning approaches for midwifery care in Germany is crucial to meet present and future needs of women and their families during the childbirth period.
Despite similar policy goals, the adoption of eHealth practices took different paths in Austria (AT), Switzerland (CH), and Germany (GER). We seek to provide a rigorous analysis of the current state of hospitals by focusing on three key eHealth areas: electronic patient records (EPR), health information exchange (HIE), electronic patient communication. For validation and in order to gain better contextual insight we applied a mixed method approach by combining survey results from clinical directors with qualitative interview data from eHealth experts of all three countries. Across countries, EPR adoption rates were reported highest (AT: 52%, CH: 78%, GER: 50%), HIE-rates were partly lower (AT: 52%, CH: 14%, GER: 17%), and electronic patient communication was reported lowest overall (AT: 17%, CH: 8%, GER: 19%). Amongst others, results indicate patient awareness about eHealth to be equally weak across countries, which thus may be an important focal point of future policy initiatives.
Use of Emergency Departments by Frail Elderly Patients : Temporal Patterns and Case Complexity
(2019)
Emergency department (ED) care for frail elderly patients is associated with an increased use of resources due to their complex medical needs and frequently difficult psycho-social situation. To better target their needs with specially trained staff, it is vital to determine the times during which these particular patients present to the ED. Recent research was inconclusive regarding this question and the applied methods were limited to coarse time windows. Moreover, there is little research on time variation of frail ED patients’ case complexity. This study examines differences in arrival rates for frail vs. non-frail patients in detail and compares case complexity in frail patients within vs. outside of regular GP working hours. Arrival times and case variables (admission rate, ED length of stay [LOS], triage level and comorbidities) were extracted from the EHR of an ED in an urban German teaching hospital. We employed Poisson time series regression to determine patterns in hourly arrival rates over the week. Frail elderly patients presented more likely to the ED during already high frequented hours, especially at midday and in the afternoon. Case complexity for frail patients was significantly higher compared to non-frail patients, but varied marginally in time only with respect to triage level and ED LOS. The results suggest that frailty-attuned emergency care should be available in EDs during the busiest hours. Based on EHR data, hospitals thus can tailor their staff needs.
Radiology has a reputation for having a high affinity to innovation – particularly with regard to information technologies. Designed for supporting the peculiarities of radiological diagnostic workflows, Radiology Information Systems (RIS) and Picture Archiving and Communication Systems (PACS) developed into widely used information systems in hospitals and form the basis for advancing the field towards automated image diagnostics. RIS and PACS can thus serve as meaningful indicators of how quickly IT innovations diffuse in secondary care settings – an issue that requires increased attention in research and health policy in the light of increasingly fast innovation cycles. We therefore conducted a retrospective longitudinal observational study to research the diffusion dynamics of RIS and PACS in German hospitals between 2005 and 2017. Based upon data points collected within the “IT Report Healthcare” and building on Rogers’ Diffusion of Innovation (DOI) theory, we applied a novel methodological technique by fitting Bayesian Bass Diffusion Models on past adoption rates. The Bass models showed acceptable goodness of fit to the data and the results indicated similar growth rates of RIS and PACS implementations and suggest that market saturation is almost reached. Adoption rates of PACS showed a slightly higher coefficient of imitation (q = 0.25) compared to RIS (q = 0.11). However, the diffusion process expands over approximately two decades for both systems which points at the need for further research into how innovation diffusion can be accelerated effectively. Furthermore, the Bayesian approach to Bass modelling showed to have several advantages over the classical frequentists approaches and should encourage adoption and diffusion research to adapt similar techniques.