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Nowadays, smartphones and sensor devices can provide a variety of information about a user’s current situation. So far, many recommender systems neglect this kind of information and thus cannot provide situationspecific recommendations. Situation-aware recommender systems adapt to changes in the user’s environment and therefore are able to offer recommendations that are more appropriate for the current situation. In this paper, we present a software architecture that enables situation awareness for arbitrary recommendation techniques. The proposed system considers both (semi-)static user profiles and volatile situational knowledge to obtain meaningful recommendations. Furthermore, the implementation of the architecture in a museum of natural history is presented, which uses Complex Event Processing to achieve situation awareness.
Objective: The study’s objective was to assess factors contributing to the use of smart devices by general practitioners (GPs) and patients in the health domain, while specifically addressing the situation in Germany, and to determine whether, and if so, how both groups differ in their perceptions of these technologies.
Methods: GPs and patients of resident practices in the Hannover region, Germany, were surveyed between April and June 2014. A total of 412 GPs in this region were invited by email to participate via an electronic survey, with 50 GPs actually doing so (response rate 12.1%). For surveying the patients, eight regional resident practices were visited by study personnel (once each). Every second patient arriving there (inclusion criteria: of age, fluent in German) was asked to take part (paper-based questionnaire). One hundred and seventy patients participated; 15 patients who did not give consent were excluded.
Results: The majority of the participating patients (68.2%, 116/170) and GPs (76%, 38/50) owned mobile devices. Of the patients, 49.9% (57/116) already made health-related use of mobile devices; 95% (36/38) of the participating GPs used them in a professional context. For patients, age (P<0.001) and education (P<0.001) were significant factors, but not gender (P>0.99). For doctors, neither age (P¼0.73), professional experience (P>0.99) nor gender (P¼0.19) influenced usage rates. For patients, the primary use case was obtaining health (service)-related information. For GPs, interprofessional communication and retrieving information were in the foreground. There was little app-related interaction between both groups.
Conclusions: GPs and patients use smart mobile devices to serve their specific interests. However, the full potentials of mobile technologies for health purposes are not yet being taken advantage of. Doctors as well as other care providers and the patients should work together on exploring and realising the potential benefits of the technology.
„Foucault im Jobcenter“ : Supervision in einem widersprüchlichen gesellschaftlichen Feld (Teil 1)
(2017)
Erwerbsarbeit ist nach wie vor der wichtigste Faktor gesellschaftlicher Teilhabe. Jobcenter erfüllen aus diesem Grund eine wichtige gesellschaftliche Funktion. Aufgrund ihrer verwickelten und konfliktreichen Geschichte ist ihre gesellschaftliche Verortung schwierig. Jobcenter sind bisher, trotz ihrer Größe und gesellschaftlichen Relevanz für maßgebliche Bevölkerungsteile, kaum beratungswissenschaftlich untersucht worden. Unserer Ansicht scheint es notwendig zu sein, sich intensiver mit dem gesellschaftlichen Feld der Jobcenter zu beschäftigten: Zum einen, weil Beratung selbst eine herausgehobene Bedeutung im Jobcenter besitzt und zum anderen, weil die Jobcenter ein wichtiges Feld für die Supervision werden könnten. Dieser Artikel soll daher eine erste kasuistische Grundlage für eine kritische Reflexion bieten und wird in zwei Teilen erscheinen. Der erste Teil wird eine grundlagentheoretische Einführung in das Thema sein. Darauf aufbauend rekonstruieren wir in einem zweiten Teil einen Fall aus dem Jobcenter, der in der nächsten Ausgabe der FoRuM Supervision unter dem Titel ‚Fallverstehen und Fallrekonstruktion‘ analysiert und reflektiert werden wird.
Praktische Übungen anhand von Programmieraufgaben sind ein gängiger und zentraler Bestandteil der Programmierausbildung in der Informatik und verwandten Fächern. Die manuelle Korrektur von Lösungen zu Programmieraufgaben ist jedoch zeitaufwändig und nicht immer einfach. Gerade in Szenarien, die auf sogenanntes „formatives Assessment“ setzen, ist jedoch ein zeitnahes Feedback zumindest zu den wesentlichen Aspekten einer Lösung sehr wünschenswert. In diesem – aber auch in weiteren Szenarien – kann eine automatisierte Bewertung der Lösungen von Programmieraufgaben einen wertvollen Beitrag zur Verbesserung der Lehre leisten. Darüber hinaus ermöglichen geeignete Systeme eine Darstellung des Lernfortschritts, halten Lernende durch regelmäßig bewertete Übungsaufgaben zur kontinuierlichen Mitarbeit an und unterstützen Lehrende durch einen Überblick über Lernfortschritte und Lernhürden einzelner Studierender und der gesamten Gruppe bei der Planung und Ausrichtung ihrer Lehre.
Dieses Buch richtet sich an Lehrende an Hochschulen, Schulen und anderen Ausbildungseinrichtungen, an Hochschuldidaktiker mit Bezug zur Programmierausbildung und an Informatiker, die mit der Entwicklung oder Integration von Systemen zur automatischen Programmbewertung beschäftigt sind. Die Ziele dieses Buches sind zum einen, Lehrenden die praktische Relevanz und Tauglichkeit automatisierter Programmbewertung aufzuzeigen und damit den Einsatz automatischer Programmbewertung durch die Darstellung erfolgreicher Ansätze zu fördern. Zum anderen soll dem Thema der automatisierten Programmbewertung ein größerer Bekanntheitsgrad in der Fachöffentlichkeit verschafft und Arbeitsergebnisse aus Forschungs- und Praxisprojekten einem größeren Anwenderkreis präsentiert werden.
Anlässlich einer bevorstehenden Curriculumsrevision führte der Bachelorstudiengang Informationsmanagement der Hochschule Hannover im März 2016 eine Studie unter all seinen bisherigen Absolventen durch (Abschlussjahrgänge 2008 bis 2015). Bei einer Grundgesamtheit von 303 Personen antworteten 200 (66%). Die Ergebnisse enthalten ein retrospektives Feedback auf das Studium und skizzieren die Strukturreform, die daraus als Konsequenz erwächst. Zudem geben sie Aufschluss über Berufseinmündung und Berufsverlauf der Alumni und umfassen Eckdaten über ihr erstes und aktuelles Beschäftigungsverhältnis.
Der Übergang vom Studium in den Beruf gestaltet sich bei dem Gros der Befragten problemlos. Ein Drittel der Alumni schließt ein Masterstudium an. Zum Befragungszeitpunkt liegt die Beschäftigungsquote bei 96%. Davon arbeiten 64 % unbefristet. Die thematische Breite des IM-Curriculums spiegelt sich in einer Vielfalt von Branchen und Tätigkeiten wider, die die Alumni mit ihrem aktuellen Beschäftigungsverhältnis abdecken. Die Befragten äußern insgesamt eine große Zufriedenheit mit ihrer beruflichen Entwicklung, allerdings hätten sie sich im Studium mehr Orientierung und größere Wahlfreiheit bei der Fächerbelegung gewünscht. Das revidierte Curriculum wird deshalb mehr Verbindlichkeit und zugleich größere Flexibilität bei der Schwerpunktwahl vorsehen.
Background: Health information systems (HIS) are one of the most important areas for biomedical and health informatics. In order to professionally deal with HIS well-educated informaticians are needed. Because of these reasons, in 2001 an international course has been established: The Frank – van Swieten Lectures on Strategic Information Management of Health Information Systems.
Objectives: Reporting about the Frank – van Swieten Lectures and about our students‘ feedback on this course during the last 16 years. Summarizing our lessons learned and making recommendations for such international courses on HIS.
Methods: The basic concept of the Frank – van Swieten lectures is to teach the theoretical background in local lectures, to organize practical exercises on modelling sub-information systems of the respective local HIS and finally to conduct Joint Three Days as an international meeting were the resulting models are introduced and compared.
Results: During the last 16 years, the Universities of Amsterdam, Braunschweig, Heidelberg/Heilbronn, Leipzig as well as UMIT were involved in running this course. Overall, 517 students from these universities participated. Our students‘ feedback was clearly positive.
The Joint Three Days of the Frank – van Swieten Lectures, where at the end of the course all students can meet, turned out to be an important component of this course. Based on the last 16 years, we recommend common teaching materials, agreement on equivalent clinical areas for the exercises, support of group building of international student groups, motivation of using a collaboration platform, ensuring quality management of the course, addressing different levels of knowledge of the students, and ensuring sufficient funding for joint activities.
Conclusions: Although associated with considerable additional efforts, we can clearly recommend establishing such international courses on HIS, such as the Frank – van Swieten Lectures.
Objective
The study’s objective was to assess factors contributing to the use of smart devices by general practitioners (GPs) and patients in the health domain, while specifically addressing the situation in Germany, and to determine whether, and if so, how both groups differ in their perceptions of these technologies.
Methods
GPs and patients of resident practices in the Hannover region, Germany, were surveyed between April and June 2014. A total of 412 GPs in this region were invited by email to participate via an electronic survey, with 50 GPs actually doing so (response rate 12.1%). For surveying the patients, eight regional resident practices were visited by study personnel (once each). Every second patient arriving there (inclusion criteria: of age, fluent in German) was asked to take part (paper-based questionnaire). One hundred and seventy patients participated; 15 patients who did not give consent were excluded.
Results
The majority of the participating patients (68.2%, 116/170) and GPs (76%, 38/50) owned mobile devices. Of the patients, 49.9% (57/116) already made health-related use of mobile devices; 95% (36/38) of the participating GPs used them in a professional context. For patients, age (P < 0.001) and education (P < 0.001) were significant factors, but not gender (P > 0.99). For doctors, neither age (P = 0.73), professional experience (P > 0.99) nor gender (P = 0.19) influenced usage rates. For patients, the primary use case was obtaining health (service)-related information. For GPs, interprofessional communication and retrieving information were in the foreground. There was little app-related interaction between both groups.
Conclusions
GPs and patients use smart mobile devices to serve their specific interests. However, the full potentials of mobile technologies for health purposes are not yet being taken advantage of. Doctors as well as other care providers and the patients should work together on exploring and realising the potential benefits of the technology.
Background: Self-medication, practiced globally is an important public health problem. Research studies have indicated inappropriate self‐medication results in adverse drug reactions, disease masking, antibiotic resistance and wastage of healthcare resources. The objectives of the study were to explore overall self-medication and antibiotic self-medication prevalence among students of university students in Karachi, Pakistan along with probable reasons, indications, and sources of advice for self-medication. Methods: A descriptive, cross-sectional, questionnaire-based study was carried out among students from university of Karachi, Pakistan during the time period of September to November 2016. Pretested questionnaire was distributed to 320 students, collected data was analyzed using IBM SPSS version 24. Results: From 320 students, 311 (83 male and 228 female) students participated in the study giving a response rate of 97%. Prevalence of self-medication was 66%. Belonging to higher monthly family income group was associated with likelihood of self-medication. Antibiotic self-medication prevalence was 39%. Lack of time (39%), and old prescription (35%) were the main reasons for self-medication. Pharmacy shop (75%) was the main source for self-medication. In case of antibiotics, 44% students changed the dosage of antibiotic and 50% students stopped antibiotics after the disappearance of the symptoms. Conclusions: Antibiotic self-medication (39%) and self-medication with other drugs among university students of Karachi is a worrisome problem. Our findings highlight the need for planning interventions to promote the judicious use of general medicines as well as that of antibiotics.
Quartz-crystal microbalances (QCMs) are commercially available mass sensors which mainly consist of a quartz resonator that oscillates at a characteristic frequency, which shifts when mass changes due to surface binding of molecules. In addition to mass changes, the viscosity of gases or liquids in contact with the sensor also shifts the resonance but also influences the quality factor (Q-factor). Typical biosensor applications demand operation in liquid environments leading to viscous damping strongly lowering Q-factors. For obtaining reliable measurements in liquid environments, excellent resonator control and signal processing are essential but standard resonator circuits like the Pierce and Colpitts oscillator fail to establish stable resonances. Here we present a lowcost, compact and robust oscillator circuit comprising of state-of-the-art commercially available surface-mount technology components which stimulates the QCMs oscillation, while it also establishes a control loop regulating the applied voltage. Thereby an increased energy dissipation by strong viscous damping in liquid solutions can be compensated and oscillations are stabilized. The presented circuit is suitable to be used in compact biosensor systems using custom-made miniaturized QCMs in microfluidic environments. As a proof of concept we used this circuit in combination with a customized microfabricated QCM in a microfluidic environment to measure the concentration of C-reactive protein (CRP) in buffer (PBS) down to concentrations as low as 5 μgmL -1.
Objective: To determine the burden and factors associated with post-stroke depression in East central Nigeria.
Method: We carried out this cross-sectional study of 50 stroke survivors (mean age=54.8 ± 8.8 years), at the physiotherapy Department of the University of Nigeria Teaching Hospital, Enugu. Data were collected using Becks Depression Inventory , it was analyzed using Z-scores, Chi-square test and univariate logistic regression.
Results: PSD was more common in females (45.45%); middle-age(60%) adults(27-36/47-56 years respectively); living with spouse (45%); left cerebral lesions (40.74%). Self-employed and unemployed (66.67%), respectively. Age was significantly associated with depression (p=0.03), and was related to the risk ofOR3.7 (95% CI 1.1-12.0 )
Conclusion: Age could be a risk factor for PSD, which was more prevalent in the elderly than young/middle-age adults, female gender, left cerebral lesion, complications, cold case; those living with a spouse, self-employed and unemployed.