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Im Rahmen des Wettbewerbs Solar Decathlon Europe 2021/22, der auf Gebäudelösungen für urbane Bestandsquartiere der Zukunft fokussierte, entwickelte das Team der TH Rosenheim anhand eines Mustergebäudes ein exzellentes Konzept für zukunftsfähige Bestandsgebäude, das zahlreiche energie- und ressourcenschonende TGA-Elemente einschließt.
Die Ausführungen in diesem Arbeitspapier stützen sich auf die beiden Hauptpublikationen des Projekts LuPE (Lehr- und Praxismaterial für die Erzieherinnenausbildung), das am Deutschen Jugendinstitut (DJI), München, durchgeführt wurde:
1. BORN-RAUCHENECKER, EVA/DREXL, DORIS/WEBER, KATHARINA/WOLFSPERGER, JOANA (HRSG.) (2019): Frühe alltagsintegrierte naturwissenschaftliche Bildung. Handreichung für Lehrende. Mit DVD. Reihe: LuPE - Lehr- und Praxismaterial für die Erzieherinnenausbildung. Band 1. Seelze: Friedrich Verlag.
2. BORN-RAUCHENECKER, EVA/VOGTLÄNDER, ANNA/WEBER, KATHARINA (HRSG.) (2020): Frühe alltags-integrierte mathematische Bildung. Handreichung für Lehrende. Mit Download-Material. Reihe: LuPE - Lehr- und Praxismaterial für die Erzieherinnenausbildung. Band 2. Seelze: Friedrich Verlag.
Der Text stellt kurz die zentralen Merkmale von alltagsintegrierter Bildung einschließlich der Rolle der Fachkraft-Kind-Interaktion vor, wie sie am Deutschen Jugendinstitut, München, über viele Jahre entwickelt worden sind.
Hintergrund
Schwindel und/oder Gleichgewichtsstörungen (S/G) sind komplexe Gesundheitsprobleme bei älteren Menschen und häufige Beratungsanlässe in der Hausarztpraxis. Physiotherapie kann einen positiven Einfluss auf das Gleichgewicht und Sturzrisiko bei Patient*innen mit S/G haben. In der S3-DEGAM-Leitlinie „Akuter Schwindel in der Hausarztpraxis“ werden Empfehlungen für Physiotherapie bei bestimmten Schwindeldiagnosen gegeben. Ob hausärztliche Physiotherapieverordnungen den Empfehlungen der Leitlinie entsprechen, ist nicht bekannt. Bisher liegen keine Daten vor, wie häufig diese Physiotherapieverordnungen tatsächlich durch Patient*innen in Anspruch genommen werden.
Ziel
Ermittlung von Anteil und Inanspruchnahme hausärztlich verordneter Physiotherapie bei älteren Patient*innen mit S/G innerhalb der Kohortenstudie MobilE-TRA und Untersuchung, ob diese den Empfehlungen der S3-DEGAM-Leitlinie entsprechen.
Methode
Die Sekundäranalyse beruht auf Daten der Kohortenstudie MobilE-TRA, in der Patient*innen ab 65 Jahren mit S/G in 17 Hausarztpraxen in Bayern und Sachsen befragt wurden. Die Datenerhebung fand von 09/2017–10/2019 statt. Die hausärztliche Verordnung und patientenseitige Inanspruchnahme von Physiotherapie wurden mittels validierten sowie selbstentwickelten Fragebögen erhoben. Die Daten wurden deskriptiv (Mittelwerte, Häufigkeiten) und Verteilungsunterschiede mittels exaktem Test nach Fisher analysiert.
Ergebnisse
Die Stichprobe umfasste 158 Patient*innen mit S/G. 16 % der Patient*innen hatten aufgrund von S/G Physiotherapie verordnet bekommen. Dabei entsprachen 14,2 % der Physiotherapieverordnungen den Empfehlungen der S3-DEGAM-Leitlinie. 32 % (Bayern 53,8 %; Sachsen 8,3 %) der Patient*innen hatten die Physiotherapie nicht in Anspruch genommen. Dabei lag ein signifikanter regionaler Verteilungsunterschied (p = 0,030; Phi = 0,487 [95 % KI = 0,129–0,846]) vor.
Schlussfolgerung
Mit 16 % ist die Häufigkeit hausärztlicher Physiotherapieverordnungen bei S/G in der Altersgruppe der über 65-Jährigen vergleichsweise hoch. Die Gründe für die Nichtinanspruchnahme wurden nicht erfasst, weshalb nur Vermutungen bezüglich des regionalen Unterschiedes angestellt werden konnten (z. B. Verfügbarkeit von Physiotherapie). Im Sinne der Planung einer adhärenten Therapie und zur Vermeidung von Versorgungsunterschieden scheint es sinnvoll, sich zukünftig auch mit Gründen einer Nichtinanspruchnahme von Therapien zu beschäftigen.
In today’s business practice, but also in academic research the aspect of trust has gained remarkable importance. The usage of resources is still often pictured on a short perspective. Especially the usage of human resources must be sustainable, based on long term balance of interests and supported by procedures and systems that anchor the anabolic balance of interest between company and employee (Moldaschl,2008). Within the management of competencies, culture and values, the "social capital" in terms of an "asset of mutual trust" plays and important role. If the "homo reciprocans" feels to be treated fair his own willingness to cooperate increases (Falk, 2002). Furthermore "Trust in human relations is a binding framework under insecurity and allows decisions and actions that would not be possible based on pure rational information and consideration" (Strasser/ Voswinkel, 1997).
The question behind the research paper at hand is: "Is a culture of trust leading to higher employee competence utilization?" This is of relevance as "it is human capability and commitment that distinguishes successful organizations from the rest" (Storay, J. 2007), which is explicitly valid in times of skilled worker shortage. The purpose of this paper is to introduce a research approach to test the correlation between Trust and Employee Competence Utilization (ECU) ‐ embedded in a Business Excellence (BE) setting. Based on a short insight in the theoretical foundation of the basic model behind the empirical study and the subsequent operationalization of the variables the basic empirical methodology is described. With this the paper shows the process of focussing and bounding from the general theoretical relation of Trust and ECU to a specific research question and it’s correlating stepwise empirical approach.
The paper at hand gives detailed insights in the logic of planning of the empirical test methods as well as the development of the derived interview lines and questionnaires. The findings of this paper broaden the research focus towards the complexity of the two variables, trust and ECU, but simultaneously introduce and suggest an empirical approach to lighten the possibilities of measuring both variables. First empirical results underline the concrete tangible approach towards a focussed structural equation model. As a next step the empirical results will be analyzed in detail and finally pictured in a validated Structural Equation Model.
The consideration of company resources is initially oriented towards the question of whether the actual resources are adequate to achieve the defined goals. But with respect to human resources it is not only essential to choose the right employees but also to realize the potential of existing competencies.
Therefore it cannot simply be a monetary goal but also an immaterial cultural target to provide an atmosphere that allows the abilities of its organization to unfold. The assumption is made that a culture of trust is the adequate instrument to support employee competence utilization; an aspect being of special interest for strategic management.
Based on a new integrative model on the impact of trust on employee competence utilization a survey was directed to employees of selected medium sized organizations with between 49 and 999 employees. For the empirical study a pragmatic mixed methods approach was applied. The purpose of this paper is to test the basic hypothesis whether trust actually has an impact on employee competence utilization was tested with the use of correlation analysis and SmartPLS v. 3.2.3 in various ways. Therefore findings are based on the modelling and testing of trust relations and competence utilization.
As a result it can be summarized, that deliberate and elaborate concepts of social capital approaches, with a particular emphasis on trust, provide fundamental impact on and feedback through improved and increased employee performance.
The purpose of this paper is to show how trust as an organizational value contributes to employee competence utilization in the case of innovation capability. Thus, it is the objective of this paper to analyze the positive impacts, but also potential limits of trust in business management. The research paper uses two different quantitative empirical studies drawn from German and Austrian midsized companies to empirically test this interrelation.
As a result, the paper determines particular aspects of trust such as accountability, shared norms and the ability to take responsibility to be interrelated with the usage of employee competences and underlines a positive connection between product innovation performance and trust. However, the trust concept needs enriching elements to be balanced towards a feeling of mutual reliance and support creativity instead; inclusions of bridging social capital, elements of distrust and a pioneering spirit are to be mentioned here.
The purpose of this article is to discuss different approaches in the values-based culture literature and identify research challenges and inconsistencies regarding the topic. From this, the authors develop applicable recommendations for scientists and managers. The study is based on an intense literature review on values, their definition, their measurement and management. These aspects are linked to each other in a further step. The authors link different perspectives on definition, measurement, analysis, and the management of values to a comprehensive picture. The measurement of values is seen to be a basis for the ability to be clear in communication, to monitor congruencies between beliefs and practices and to integrate personal values and the ethical framework of the company. The target of managing values is to be seen in a successful implementation into the organisation, as well as the P-O-fit (Person-Organisation fit) thought. In conclusion, the authors recommend to measure and to be aware of both, management values and employee values, in order to optimize the P-O fit and make values contribute to strategic goals. The article shows a way forward to a deeper understanding of the phenomenon of organisational values for business managers and scientists. The authors develop a common threat for a coherent picture on the definition, the method of measurement and the approach to management of values, which contributes to applicable recommendations for scientists and managers. Moreover, the article provides a platform for further research and empirical testing.
The present study represents a test of a conceptual model predicting how the structure of funding might influence country’s performance developing sector of high technology. Using the framework provided by Triple helix theory and Eurostat suggested methodology, this model assesses whether aspects of the funding structure may have a positive effect on country’s performance developing sector of high technology through their influence on sector’s, business, national and international levels of evaluation: number of patents, number of innovative enterprises, turnover of high technology trade and share of high technology in national export. The result indicates that the theoretical framework can identify specific leverage points that can increase efficiency of funding structure and, therefore, productivity of the sector of high technology.
Being of a particular character "trust" eludes a purely strategic approach as it has to be balanced with the special needs of a fragile human resource. Still trust is a resource of strategic relevance since it establishes security, reduces complexity and opens potentials being bigger than simply the reduction of "cost of control". These characteristics are of special interest for management, as competent action is always bound to problem-solving-abilities under circumstances of insecurity. Further to this there are numerous situations where control is not applicable and where we simply don’t have full knowledge. Also trust is particular as it bypasses financial efforts and grows through usage; an investment of high amortization though that deserves closer attention of management especially valid in times of skilled worker shortage and with respect to organizational learning as a valuable competitive advantage.
The purpose of this paper is to develop direct and indirect measurable on the impact of trust on employee competence utilization and its subsequent realization in a strategic scorecard approach. This is based on a new integrative model in the organizational context applicable for strategicmanagement. With this the objective of the paper is to answer the question if culture of trust is an adequate instrument for strategic management. The empirical evaluation of the model is based on a survey directed to employees of selected companies in a pragmatic mixed methods application. The selected view considers the trust level of employees with regard to management as another individual and the organization itself; personal and institutional trust mechanisms are affected.Thus the employee evaluates its management.
As a result, the empirical study suggests that it is possible to specify frameworks for the establishment of trust, and that its impact on competence utilization is moreover significant. However the concept of trust creates challenging requirements on managers. Based on the assumption that employees basically think and act in the sense of the company, benevolence and goodwill must be involved to avoid an opportunistic approach. Further to this accountability, shared norms and freedom to take responsibility need to be proven by behavior.
The allowance of constructive seriously taken criticism, problem solving attitude, the acceptance of decisions are further key points for trust supporting frameworks that have to be accepted and shown through behavior.
In today’s business practice, but also in academic research the aspect of competencies has gained remarkable importance. Competencies are not only a central part of the strategy process of a company. Corporate Strategy literature states that that human asset in particular can fulfil the criterion ’of a sustainable competitive advantage’ (Storey, 2007). The utilization of competencies is a key target of companies, as it is important in realizing a full return on investment. The paper analyses the state-of-the-art of competence theories with a specific recognition to the aspect of social capital. The author argues that the management of company competencies is a contributor to the utilization of competencies and links these aspects to social capital. In order to achieve the main goal of the underlying work the paper is structured as follows: first, the presentation of the state of the art in the area of competencies and social capital based on literature review; afterwards, the discussion is made in order to prove the main hypothesis. As a result the author concludes with a model showing the key bond between company competencies, individual competencies and social capital. With this, the paper contributes to a deeper understanding of the phenomenon of competencies for business managers and scientist. The findings are valuable to contribute to the utilization of individual competencies especially in the prism of social capital which will pay off for industrial companies and employees in long term. This is especially valid in an environment of skilled worker shortage.
Airbag-Markt - Quo vadis?
(2004)
One aspect of voice and speech evaluation after laryngeal cancer is acoustic analysis. Perceptual evaluation by expert raters is a standard in the clinical environment for global criteria such as overall quality or intelligibility. So far, automatic approaches evaluate acoustic properties of pathologic voices based on voiced/unvoiced distinction and fundamental frequency analysis of sustained vowels. Because of the high amount of noisy components and the increasing aperiodicity of highly pathologic voices, a fully automatic analysis of fundamental frequency is difficult. We introduce a purely data-driven system for the acoustic analysis of pathologic voices based on recordings of a standard text.
This paper focuses on the automatic detection of a person's blood level alcohol based on automatic speech processing approaches. We compare 5 different feature types with different ways of modeling. Experiments are based on the ALC corpus of IS2011 Speaker State Challenge. The classification task is restricted to the detection of a blood alcohol level above 0.5‰. Three feature sets are based on spectral observations: MFCCs, PLPs, TRAPS. These are modeled by GMMs. Classification is either done by a Gaussian classifier or by SVMs. In the later case classification is based on GMM-based supervectors, i.e. concatenation of GMM mean vectors. A prosodic system extracts a 292-dimensional feature vector based on a voiced-unvoiced decision. A transcription-based system makes use of text transcriptions related to phoneme durations and textual structure. We compare the stand-alone performances of these systems and combine them on score level by logistic regression. The best stand-alone performance is the transcriptionbased system which outperforms the baseline by 4.8% on the development set. A Combination on score level gave a huge boost when the spectral-based systems were added (73.6%). This is a relative improvement of 12.7% to the baseline. On the test-set we achieved an UA of 68.6% which is a significant improvement of 4.1% to the baseline system.
Cleft Lip and Palate (CLP) is among the most frequent congenital abnormalities. The impaired facial development affects the articulation, with different phonemes being impacted inhomogeneously among different patients. This work focuses on automatic phoneme analysis of children with CLP for a detailed diagnosis and therapy control. In clinical routine, the state-of-the-art evaluation is based on perceptual evaluations. Perceptual ratings act as ground-truth throughout this work, with the goal to build an automatic system that is as reliable as humans. We propose two different automatic systems focusing on modeling the articulatory space of a speaker: one system models a speaker by a GMM, the other system employs a speech recognition system and estimates fMLLR matrices for each speaker. SVR is then used to predict the perceptual ratings. We show that the fMLLR-based system is able to achieve automatic phoneme evaluation results that are in the same range as perceptual inter-rater-agreements.
Towards a Language-independent Intelligibility Assessment of Children with Cleft Lip and Palate
(2009)
We describe a novel evaluation system for the intelligibility assessment of children with CLP on standardized tests. The system is solely based on standard cepstral features in form of MFCCs. No other information like word alignments is used. So the system can be easily adapted to other languages. For each child one GMM is created by adaptation of a UBM to the speaker-specific MFCCs. The components of this GMM are concatenated in order to create a so-called GMM supervector. These GMM supervectors are then used as meta features for an SVR. We evaluated our language-independent system on two different datasets of children suffering from CLP. One dataset contains recordings of 35 German children, where the children named different pictograms. The other dataset contains recordings of 14 Italian speaking children, who repeated standardized sentences. On both datasets we achieved high correlations: up to 0.81 for the German dataset and 0.83 for the Italian dataset.
In this paper we describe Erlangen-CLP, a large speech database of children with Cleft Lip and Palate. More than 800 German children with CLP (most of them between 4 and 18 years old) and 380 age matched control speakers spoke the semi-standardized PLAKSS test that consists of words with all German phonemes in different positions. So far 250 CLP speakers were manually transcribed, 120 of these were analyzed by a speech therapist and 27 of them by four additional therapists. The tharapists marked 6 different processes/criteria like pharyngeal backing and hypernasality which typically occur in speech of people with CLP. We present detailed statistics about the the marked processes and the inter-rater agreement.
Schallschutz im Holzbau: Grundlagen und Vorbemessung: Holzbauhandbuch, Reihe 3, Teil 3, Folge 1
(2019)
Die Technische Hochschule Rosenheim ist überregional bekannt für Ihre Expertise im Fachbereich Holz und Bau. Nach dem Vorbild des kooperativen Modells der Hochschule Landshut in Kooperation mit der TU München implementierte die TH Rosenheim im Jahr 2020 den Studiengang Ingenieurpädagogik für den Fachbereich Bautechnik mit der Option Holztechnik als Unterrichtsfach. Der Beitrag skizziert Motive, Strukturelemente sowie erste Entwicklungen. Dabei lassen erste deskriptive Ergebnisse die Hoffnung zu, dass sich über das Modell neue Zielgruppen für eine Karriere im Lehramt an beruflichen Schulen generieren lassen. Besonders auffällig für das Rosenheimer Modell ist die Bedeutsamkeit der Polyvalenz sowie das Interesse an einer praxisnahen Ausbildung rund um den Werk- und Baustoff Holz.
Angeregt durch die vermehrte wissenschaftliche Auseinandersetzung mit der Kompetenzmessung in beruflichen Situationen, ist zunehmend auch die Schulpraxis gefordert Instrumente zu etablieren, die es ermöglichen aus Leistungsmessung zu lernen. Der vorliegende Praxisbeitrag unternimmt den Versuch die der Item-Response-Theorie zugrundeliegende Idee in Form einer grafischen Datenanalyse, die ohne statistische Vorkenntnisse und großzahlige Stichprobenumfänge auskommt, für den Lehreralltag nutzbar zu machen. Fünf schriftliche Leistungsnachweise einer Klasse, erhoben in einem Lernfeld innerhalb eines Schuljahres, werden entsprechend analysiert und interpretiert. Stärken und Schwächen des Ansatzes werden diskutiert.
Im Gemeinde- und Landkreiswahlgesetz haben Listenverbindungen eine lange Tradition. Sie sollen bei der Verrechnung von Stimmen in Sitze Verzerrungen dämpfen, die mit dem D’Hondt-Verfahren auftreten können. Da aber die Sitzzuteilung seit 2010 mit dem unverzerrten Hare/Niemeyer-Verfahren vorgenommen wird, haben Listenverbindungen ihre Berechtigung verloren. Wir demonstrieren die Problematik anhand der Kommunalwahlen 2014. In mehreren Kommunen passierte es, dass von zwei Listen diejenige mit mehr Stimmen weniger Sitze erhielt, was mit der Erfolgswertgleichheit der Wählerstimmen unvereinbar ist. Auch kam es vor, dass eine Liste den Einzug in den Gemeinderat nur deshalb verfehlte, weil sie einer Listenverbindung angehörte.
In dieser Arbeit werden M/G/1-Warteschlangen mit unendlich großem Warteraum und einem Server, der Bedienpausen und Bereitstellungszeiten benötigt, für die absperrende, begrenzende, binomiale, entleerende, vermindernde und bernoullische Bediendisziplin untersucht. Dabei bestimmt die Bediendisziplin, wie viele Kunden der Server in einem Zyklus, das ist die Zeit zwischen zwei Pausenenden, bedient.
Wichtige Kenngrößen eines solchen Modells sind die Wartezeit eines Kunden, die Warteschlangenlänge zu einem beliebigen Zeitpunkt und die Zyklusdauer. Für jede der sechs Bediendisziplinen werden die Verteilung und die ersten beiden Momente dieser Kenngrößen berechnet.
Die Ergebnisse werden benutzt, um die Abhängigkeit der ersten Momente der Kenngrößen von der Ankunftsrate, der Kundenbediendauer, der Pausenlänge und der Dauer der Bereitstellungszeit zu untersuchen. Ferner werden die sechs Bediendisziplinen bezüglich der Erwartungswerte der Kenngrößen miteinander verglichen.
Analysis of M/G/1-queues with Setup Times and Vacations under Six Different Service Disciplines
(2001)
Single server M/G/1-queues with an infinite buffer are studied; these permit inclusion of server vacations and setup times. A service discipline determines the numbers of customers served in one cycle, that is, the time span between two vacation endings. Six service disciplines are investigated: the gated, limited, binomial, exhaustive, decrementing, and Bernoulli service disciplines. The performance of the system depends on three essential measures: the customer waiting time, the queue length, and the cycle duration. For each of the six service disciplines the distribution as well as the first and second moment of these three performance measures are computed. The results permit a detailed discussion of how the expected value of the performance measures depends on the arrival rate, the customer service time, the vacation time, and the setup time. Moreover, the six service disciplines are compared with respect to the first moments of the performance measures.
Investigation of tool wear of the trimming unit and resulting quality in the edgebanding process
(2023)
The edgebanding process, i.e. the covering of the raw edge of the laminated particleboard by means of decorative plastic or real wood veneer bands, is an important process step in the manufacture of furniture components. The quality of the final product is significantly influenced by this production step. The manufacturing process step within the edgebanding machine begins with the milling of the raw edge. The quality of the edgebanding process is determined by a large number of process input variables, such as the tool used and the cutting geometry, the type of laminate used for the wood-based material, adhesives, etc. The quality of the edgebanding process is also determined by the type of material processed. Particularly with regard to the materials, the increased use of recycled wood in the particleboard sector and different types of adhesives (with reduced formaldehyde emissions) results in increased demands on the milling process. Due to this developments, most of the earlier investigations (in the years 1990 - 2000) are not comparable with today’s general conditions. The mechanical and optical properties of the edge applied to the end product are decisively influenced by the quality of this joint. The milling technology used, as well as the tool used for this purpose and its condition, is a decisive influencing factor in the formation of quality. Tests on the indication of various influencing variables in the edgebanding process at the Rosenheim Technical University of Applied Sciences showed that in the case of chipboard milling, a decrease in the electrical power required for the cutting process can take place with increasing tool wear. It was also demonstrated that previous process steps in furniture production, such as panel dividing by means of sawing or milling/nesting, generally have a significantly different influence on the subsequent joining process during edge banding process. Furthermore, a direct correlation was determined between the mechanical properties of the end product and the condition of the tool used, which can be used as a measurable indicator. In addition to the effect of the tool condition on the mechanical properties of the edge banding, this also has an impact on the optical quality characteristics. Accordingly, it could be demonstrated here that an increase in the size and number of chippings takes place in the laminate of the board material to be processed.
Betriebliche Prozesse
(2010)
Zur Prognose der von haustechnischen Anlagen ausgehenden Körperschallübertragung ist als Eingangsgröße die installierte Körperschallleistung erforderlich. Für den Massivbau wurde hierfür ein Ingenieurverfahren, die sogenannte Empfangsplattenmethode entwickelt. Dieses Verfahren ist allerdings nur dann direkt anwendbar, wenn die Empfangsstrukturen eine im Vergleich zur Körperschallquelle deutlich kleinere Anregbarkeit aufweisen.
Im Holzrahmenbau ist oft das Gegenteil der Fall. Zudem weisen Leichtbaustrukturen durch die versteifende Rahmenbauweise örtlich stark variierende Eigenschaften in Bezug auf die Anregbarkeit auf. Aus diesen Gründen müssen für die Berechnung der installierten Körperschallleistung im Holzrahmenbau die Eigenschaften der Quelle und der Struktur für alle Kontaktpunkte bekannt sein. Zudem sind sämtliche Interaktionen zwischen den Kontaktpunkten zu berücksichtigen.
Im Rahmen der vorgestellten Arbeit wurde hierfür eine Referenzquelle mit vier Kontaktpunkten entwickelt und messtechnisch vollständig erfasst. Ebenso wurden die Struktureigenschaften einer Holzrahmenbauwand an den jeweiligen Befestigungspunkten messtechnisch bestimmt. Aus diesen Größen konnte die installierte Körperschallleistung exakt berechnet werden. Mögliche Vereinfachungen dieser Berechnungen wurden systematisch untersucht und mit den exakten Werten verglichen. Hierfür wurde der resultierende Schalldruckpegel in einem Empfangsraum herangezogen. Dieser wurde mittels empirischer Übertragungsfunktionen zwischen installierter Körperschallleistung und Schalldruck bestimmt. Die Ergebnisse dieser Arbeit werden sowohl für eine Laborsituation als auch für eine Bausituation diskutiert.
Holz ist ein vielseitig einsetzbarer nachwachsender Rohstoff. Neben seinem wirtschaftlichen Nutzen ist er für den Erhalt des Klimas unersetzlich. Eine sortenreine Sortierung für die Weiterverarbeitung von Altholz spielt für einen ressourcenschonenden Umgang eine wichtige Rolle. Um das Potenzial eines neuronalen Netzwerks basierend auf Messdaten der bildgebenden Fluoreszenzabklingzeitmessung für die Altholzsortierung aufzuzeigen, wurden zwei unterschiedliche Klassifikationsansätze auf Basis der Programmiersprache Python gewählt. Die Ergebnisse zeigen, dass die bildbasierte Klassifizierung der Holzart mit einer Genauigkeit von 47,36 % noch ausbaufähig ist. Eine datenbasierte Klassifizierung der Holzart mit einer Identifikationsgenauigkeit von 98,28 % ist dagegen vielversprechend.
Holz ist ein vielseitig einsetzbarer nachwachsender Rohstoff. Neben seinem wirtschaftlichen Nutzen ist er für den Erhalt des Klimas unersetzlich. Eine sortenreine Sortierung für die Weiterverarbeitung von Altholz spielt für einen ressourcenschonenden Umgang eine wichtige Rolle. Um das Potenzial eines neuronalen Netzwerks basierend auf Messdaten der bildgebenden Fluoreszenzabklingzeitmessung für die Altholzsortierung aufzuzeigen, wurden zwei unterschiedliche Klassifikationsansätze auf Basis der Programmiersprache Python gewählt. Die Ergebnisse zeigen, dass die bildbasierte Klassifizierung der Holzart mit einer Genauigkeit von 47,36 % noch ausbaufähig ist. Eine datenbasierte Klassifizierung der Holzart mit einer Identifikationsgenauigkeit von 98,28 % ist dagegen vielversprechend.
BACKGROUND: Active performance is crucial for motor learning, and, together with motivation, is believed to be associated with a better rehabilitation outcome. Virtual reality (VR) is an innovative approach to engage and motivate patients during training. There is promising evidence for its efficiency in retraining upper limb function. However, there is insufficient proof for its effectiveness in gait training.
AIM: To evaluate the acceptability of robot-assisted gait training (RAGT) with and without VR and the feasibility of potential outcome measures to guide the planning of a larger randomized controlled trial (RCT).
DESIGN: Single-blind randomized controlled pilot trial with two parallel arms.
SETTING: Rehabilitation hospital.
POPULATION: Twenty subacute stroke patients (64±9 years) with a Functional Ambulation Classification (FAC) ≤2.
METHODS: Twelve sessions (over 4 weeks) of either VR-augmented RAGT (intervention group) or standard RAGT (control group). Acceptability of the interventions (drop-out rate, questionnaire), patients’ motivation (Intrinsic Motivation Inventory [IMI], individual mean walking time), and feasibility of potential outcome measures (completion rate and response to interventions) were determined.
RESULTS: We found high acceptability of repetitive VR-augmented RAGT. The drop-out rate was 1/11 in the intervention and 4/14 in the control group. Patients of the intervention group spent significantly more time walking in the robot than the control group (per session and total walking time; P<0.03). In both groups, motivation measured with the IMI was high over the entire intervention period. The felt pressure and tension significantly decreased in the intervention group (P<0.01) and was significantly lower than in the control group at the last therapy session (r=-0.66, P=0.005). The FAC is suggested as a potential primary outcome measure for a definitive RCT, as it could be assessed in all patients and showed significant response to interventions (P<0.01). We estimated a sample size of 44 for a future RCT.
CONCLUSIONS: VR-augmented RAGT resulted in high acceptability and motivation, and in a reduced drop-out rate and an extended training time compared to standard RAGT. This pilot trial provides guidance for a prospective RCT on the effectiveness of VR-augmented RAGT.
CLINICAL REHABILITATION IMPACT: VR might be a promising approach to enrich and improve gait rehabilitation after stroke.