Refine
Year of publication
- 2020 (90) (remove)
Document Type
- Contribution to a Periodical (30)
- Doctoral Thesis (27)
- Article (17)
- Working Paper (9)
- Part of Periodical (6)
- Book (1)
Keywords
- Luxemburg (19)
- Demokratie (18)
- Deutschland (18)
- Schule (17)
- Klassensprecher (16)
- Politische Bildung (16)
- Schülervertretung (16)
- Forschungsdaten (4)
- Management (4)
- Gesundheit (3)
Institute
- Politikwissenschaft (32)
- Raum- und Umweltwissenschaften (11)
- Fachbereich 4 (10)
- Psychologie (6)
- Fachbereich 1 (4)
- Fachbereich 6 (3)
- Ethnologie (1)
- Fachbereich 2 (1)
- Fachbereich 5 (1)
- Informatik (1)
- Mathematik (1)
- Soziologie (1)
- Wirtschaftswissenschaften (1)
Die Praxishefte Demokratische Schulkultur erscheinen halbjährlich und bieten Schulleitungen und Schulpersonal theoretische Grundlagen und praxisorientierte Anleitungen zur demokratiepädagogischen Schulentwicklung. Jedes Themenheft ist jeweils einer demokratiepädagogischen Bauform oder strategischen Frage der Schulentwicklung gewidmet. Die Praxishefte werden allen Luxemburger Schulen als Printausgabe zur Verfügung gestellt und online mit zusätzlichen Materialien und in französischer Fassung vorgehalten.
Structured Eurobonds - Optimal Construction, Impact on the Euro and the Influence of Interest Rates
(2020)
Structured Eurobonds are a prominent topic in the discussions how to complete the monetary and fiscal union. This work sheds light on several issues going hand in hand with the introduction of common bonds. At first a crucial question is on the optimal construction, e.g. what is the optimal common liability. Other questions that arise belong to the time after the introduction. The impact on several exchnage rates is examined in this work. Finally an approximation bias in forward-looking DSGE models is quantified which would lead to an adjustment of central bank interest rates and therefore has an impact on the other two topics.
Die Ausbildung von Klassensprecher*innen ist unerlässlich, wenn wir eine kohärente, sinnvolle und legitime Schülerbeteiligung erreichen wollen. Dabei sind zwei Ebenen zu berücksichtigen: Die erste ist technischer Natur und konzentriert sich auf Handlungs- und Reflexionstools. Die zweite Ebene bezieht sich auf das Zwischenmenschliche, also auf die Beziehung, die Jugendliche zu anderen haben. Dementsprechend haben die Ausbildungskurse der Association Jeune et Citoyen in Belgien eine dreifache Ausrichtung, nämlich eine institutionelle, eine erzieherische und eine pädagogische.
La formation des délégué·e·s de classe est incontournable si l’on veut construire une participation des élèves qui soit cohérente, sensée et légitime. Deux axes sont ici à prendre en considération : l’axe technique, centré sur des outils d’action et de réflexion, et l’axe relationnel, orienté vers la relation que le jeune entretient avec les autres. Les formations de l’association Jeune et Citoyen en Belgique répondent donc à un triple objectif : institutionnel, éducatif et pédagogique.
Die vorliegende Arbeit liefert eine Kritik der Performativity-of-Economics-Debatte, welcher theoretische Probleme unterstellt werden. Dies betrifft insbesondere Defizite hinsichtlich einer handlungstheoretischen Erschließung und Erklärung ihres Gegenstandes.
Zur Überwindung dieses Problems wird eine Verknüpfung mit dem Mechanism Approach der analytischen Soziologie vorgeschlagen, welcher erstens einen explizit handlungstheoretischen Zugang bietet, zweitens über die Identifikation der zugrundeliegenden sozialen Mechanismen die Entschlüsselung sozialer Dynamiken und Prozesse erlaubt und, drittens, verschiedene Ausprägungen des zu untersuchenden Phänomens (die Performativität ökonomischer Theorien) in Theorien mittlerer Reichweite übersetzen kann. Eine Verbindung wird durch den Mechanismus der Self-fulfilling Theory als spezifische Form der Self-Fulfilling prophecy hergestellt, welche im weiteren Verlauf der Argumentation als Erklärungsinstrument des Mechanism Approach verwendet und dabei kritisch reflektiert wird.
Die handlungsbasierte Erklärung eines spezifischen Typs der Performativität ökonomischer Theorien wird schließlich anhand eines Fallbeispiels – dem Aufstieg und der Verbreitung des Shareholder-Value-Ansatzes und der zugrundeliegenden Agency Theory – empirisch demonstriert. Es kann gezeigt werden, dass mechanismenbasierte Erklärungen zur allgemeinen theoretischen Aufwertung der besagten Debatte beitragen können. Der Mechanismus der Self-fulfilling Theory im Speziellen bietet zur Erklärung des untersuchten Phänomens verschiedene Vor- und Nachteile, kann allerdings als eine theoretische Brücke ebenfalls einen fruchtbaren Beitrag leisten, nicht zuletzt indem er eine differenzierte Betrachtung des Zusammenhangs zwischen starken Formen von Performativität und selbsterfüllenden Prophezeiungen erlaubt.
Internet interventions have gained popularity and the idea is to use them to increase the availability of psychological treatment. Research suggests that internet interventions are effective for a number of psychological disorders with effect sizes comparable to those found in face-to-face treatment. However, when provided as an add-on to treatment as usual, internet interventions do not seem to provide additional benefit. Furthermore, adherence and dropout rates vary greatly between studies, limiting the generalizability of the findings. This underlines the need to further investigate differences between internet interventions, participating patients, and their usage of interventions. A stronger focus on the processes of change seems necessary to better understand the varying findings regarding outcome, adherence and dropout in internet interventions. Thus, the aim of this dissertation was to investigate change processes in internet interventions and the factors that impact treatment response. This could help to identify important variables that should be considered in research on internet interventions as well as in clinical settings that make use of internet interventions.
Study I (Chapter 5) investigated early change patterns in participants of an internet intervention targeting depression. Data from 409 participants were analyzed using Growth Mixture Modeling. Specifically a piecewise model was applied to model change from screening to registration (pretreatment) and early change (registration to week four of treatment). Three early change patterns were identified; two were characterized by improvement and one by deterioration. The patterns were predictive of treatment outcome. The results therefore indicated that early change should be closely monitored in internet interventions, as early change may be an important indicator of treatment outcome.
Study II (Chapter 6) picked up on the idea of analyzing change patterns in internet interventions and extended it by using the Muthen-Roy model to identify change-dropout patterns. A sligthly bigger sample of the dataset from Study I was analyzed (N = 483). Four change-dropout patterns emerged; high risk of dropout was associated with rapid improvement and deterioration. These findings indicate that clinicians should consider how dropout may depend on patient characteristics as well as symptom change, as dropout is associated with both deterioration and a good enough dosage of treatment.
Study III (Chapter 7) compared adherence and outcome in different participant groups and investigated the impact of adherence to treatment components on treatment outcome in an internet intervention targeting anxiety symptoms. 50 outpatient participants waiting for face- to-face treatment and 37 self-referred participants were compared regarding adherence to treatment components and outcome. In addition, outpatient participants were compared to a matched sample of outpatients, who had no access to the internet intervention during the waiting period. Adherence to treatment components was investigated as a predictor of treatment outcome. Results suggested that especially adherence may vary depending on participant group. Also using specific measures of adherence such as adherence to treatment components may be crucial to detect change mechanisms in internet interventions. Fostering adherence to treatment components in participants may increase the effectiveness of internet interventions.
Results of the three studies are discussed and general conclusions are drawn.
Implications for future research as well as their utility for clinical practice and decision- making are presented.
Evidence points to autonomy as having a place next to affiliation, achievement, and power as one of the basic implicit motives; however, there is still some research that needs to be conducted to support this notion.
The research in this dissertation aimed to address this issue. I have specifically focused on two issues that help solidify the foundation of work that has already been conducted on the implicit autonomy motive, and will also be a foundation for future studies. The first issue is measurement. Implicit motives should be measured using causally valid instruments (McClelland, 1980). The second issue addresses the function of motives. Implicit motives orient, select, and energize behavior (McClelland, 1980). If autonomy is an implicit motive, then we need a valid instrument to measure it and we also need to show that it orients, selects, and energizes behavior.
In the following dissertation, I address these two issues in a series of ten studies. Firstly, I present studies that examine the causal validity of the Operant Motive Test (OMT; Kuhl, 2013) for the implicit affiliation and power motives using established methods. Secondly, I developed and empirically tested pictures to specifically assess the implicit autonomy motive and examined their causal validity. Thereafter, I present two studies that investigated the orienting and energizing effects of the implicit autonomy motive. The results of the studies solidified the foundation of the OMT and how it measures nAutonomy. Furthermore, this dissertation demonstrates that nAutonomy fulfills the criteria for two of the main functions of implicit motives. Taken together, the findings of this dissertation provide further support for autonomy as an implicit motive and a foundation for intriguing future studies.
Vor dem Hintergrund eines fachlichen und gesellschaftlichen Interesses an psychologischen Forschungsthemen wurde der Einsatz von Topic Modeling zu deren automatisierten und validen Identifikation erprobt und mit einem traditionellen Ansatz verglichen, der auf Klassifikationskategorien von Fachdatenbanken beruht. Kern der Arbeit sind drei Studien mit unterschiedlichen Anwendungsszenarien: (1) Die Ermittlung psychologischer Brennpunktthemen, (2) das Verhältnis zwischen gesellschaftlichen Herausforderungen und Themen der psychologischen Fachliteratur sowie (3) die Forschungsinteressen von Psychologinnen und Psychologen. In jeder dieser Studien wurden sukzessive neue methodische Schwerpunkte gesetzt. Die Erkenntnisse daraus flossen in die Entwicklung einer nutzerfreundlichen App zur Exploration und Analyse von psychologischen Forschungsthemen ein. Im Vergleich mit dem klassifikationsbasierten Ansatz erwies sich Topic Modeling als Methode der Wahl zur automatisierten und differenzierten Identifikation psychologischer Forschungsthemen. Zur externen Validierung der Themeninhalte stellte sich ein Klassifikationssystem für psychologische Fachliteratur jedoch als geeignet heraus. Einschränkungen, Implikationen für weitere Forschung sowie Folgerungen für die Weiterentwicklung digitaler Produkte von forschungsbasierten Infrastruktureinrichtungen in der Psychologie werden diskutiert. Abschließend wird eine Entscheidungsheuristik zur Auswahl geeigneter Topic-Modeling-Varianten im Kontext von Forschungsthemen vorgelegt.
The present thesis is devoted to a construction which defies generalisations about the prototypical English noun phrase (NP) to such an extent that it has been termed the Big Mess Construction (Berman 1974). As illustrated by the examples in (1) and (2), the NPs under study involve premodifying adjective phrases (APs) which precede the determiner (always realised in the form of the indefinite article a(n)) rather than following it.
(1) NoS had not been hijacked – that was too strong a word. (BNC: CHU 1766)
(2) He was prepared for a battle if the porter turned out to be as difficult a customer as his wife. (BNC: CJX 1755)
Previous research on the construction is largely limited to contributions from the realms of theoretical syntax and a number of cursory accounts in reference grammars. No comprehensive investigation of its realisations and uses has as yet been conducted. My thesis fills this gap by means of an exhaustive analysis of the construction on the basis of authentic language data retrieved from the British National Corpus (BNC). The corpus-based approach allows me to examine not only the possible but also the most typical uses of the construction. Moreover, while previous work has almost exclusively focused on the formal realisations of the construction, I investigate both its forms and functions.
It is demonstrated that, while the construction is remarkably flexible as concerns its possible realisations, its use is governed by probabilistic constraints. For example, some items occur much more frequently inside the degree item slot than others (as, too and so stand out for their particularly high frequency). Contrary to what is assumed in most previous descriptions, the slot is not restricted in its realisation to a fixed number of items. Rather than representing a specialised structure, the construction is furthermore shown to be distributed over a wide range of possible text types and syntactic functions. On the other hand, it is found to be much less typical of spontaneous conversation than of written language; Big Mess NPs further display a strong preference for the function of subject complement. Investigations of the internal structural complexity of the construction indicate that its obligatory components can optionally be enriched by a remarkably wide range of optional (if infrequent) elements. In an additional analysis of the realisations of the obligatory but lexically variable slots (head noun and head of AP), the construction is highlighted to represent a productive pattern. With the help of the methods of Collexeme Analysis (Stefanowitsch and Gries 2003) and Co-varying Collexeme Analysis (Gries and Stefanowitsch 2004b, Stefanowitsch and Gries 2005), the two slots are, however, revealed to be strongly associated with general nouns and ‘evaluative’ and ‘dimension’ adjectives, respectively. On the basis of an inspection of the most typical adjective-noun combinations, I identify the prototypical semantics of the Big Mess Construction.
The analyses of the constructional functions centre on two distinct functional areas. First, I investigate Bolinger’s (1972) hypothesis that the construction fulfils functions in line with the Principle of Rhythmic Alternation (e.g. Selkirk 1984: 11, Schlüter 2005). It is established that rhythmic preferences co-determine the use of the construction to some extent, but that they clearly do not suffice to explain the phenomenon under study. In a next step, the discourse-pragmatic functions of the construction are scrutinised. Big Mess NPs are demonstrated to perform distinct information-structural functions in that the non-canonical position of the AP serves to highlight focal information (compare De Mönnink 2000: 134-35). Additionally, the construction is shown to place emphasis on acts of evaluation. I conclude the construction to represent a contrastive focus construction.
My investigations of the formal and functional characteristics of Big Mess NPs each include analyses which compare individual versions of the construction to one another (e.g. the As Big a Mess, Too Big a Mess and So Big a Mess Constructions). It is revealed that the versions are united by a shared core of properties while differing from one another at more abstract levels of description. The question of the status of the constructional versions as separate constructions further receives special emphasis as part of a discussion in which I integrate my results into the framework of usage-based Construction Grammar (e.g. Goldberg 1995, 2006).
Les régions transfrontalières sont souvent des laboratoires de circulation d’idées et de pratiques. Cet article se demande si, dans le Grand Genève il est possible de transposer le modèle de logement coopératif, assez développé en Suisse, dans le contexte français, où ce type d’habitat est moins pratiqué. A partir de l’exemple de Viry, commune française sise dans le périmètre institutionnel du Grand Genève, l’article analyse les possibilités et les limites d’une telle transposition. Les résultats montrent la difficulté à émuler un contexte propre à reproduction du modèle suisse de coopératives en France. Les différences législatives et institutionnelles, mais aussi culturelles sur le rapport au logement dans ses différentes dimensions sont autant d’obstacles pour reproduire à l’identique en France des modalités éprouvées de construction du logement coopératif en Suisse. Il est ainsi nécessaire de procéder à des adaptations créatives de différents ordres pour que le modèle puisse trouver une place dans le nouveau contexte.
Up-to-date information about the type and spatial distribution of forests is an essential element in both sustainable forest management and environmental monitoring and modelling. The OpenStreetMap (OSM) database contains vast amounts of spatial information on natural features, including forests (landuse=forest). The OSM data model includes describing tags for its contents, i.e., leaf type for forest areas (i.e., leaf_type=broadleaved). Although the leaf type tag is common, the vast majority of forest areas are tagged with the leaf type mixed, amounting to a total area of 87% of landuse=forests from the OSM database. These areas comprise an important information source to derive and update forest type maps. In order to leverage this information content, a methodology for stratification of leaf types inside these areas has been developed using image segmentation on aerial imagery and subsequent classification of leaf types. The presented methodology achieves an overall classification accuracy of 85% for the leaf types needleleaved and broadleaved in the selected forest areas. The resulting stratification demonstrates that through approaches, such as that presented, the derivation of forest type maps from OSM would be feasible with an extended and improved methodology. It also suggests an improved methodology might be able to provide updates of leaf type to the OSM database with contributor participation.
In dem Gebiet der Informationsextraktion angesiedelt kombiniert diese Arbeit mehrere Verfahren aus dem Bereich des maschinellen Lernens. Sie stellt einen neuen Algorithmus vor, der teil-überwachtes Lernen mit aktivem Lernen verknüpft. Ausgangsbasis ist die Analyse der Daten, indem sie in mehrere Sichten aufgeteilt werden. Hier werden die Eingaben verschiedener Personen unterteilt. Jeweils getrennt voneinander erzeugt der Algorithmus mittels Klassifizierern Modelle, die aus den individuellen Auszeichnungen der Personen aufgebaut werden. Um die dafür benötigte Datenmenge zu erhalten wird Crowdsourcing genutzt, dass es ermöglicht eine große Anzahl an Personen zu erreichen. Die Personen erhalten die Aufgabe, Texte zu annotieren. Einerseits wird dies initial für einen historischen Textkorpus vorgenommen. Dabei wird aufgeführt, welche Schritte notwendig sind, um die Annotationsaufgabe in Crowdsourcing-Portalen zur Bearbeitung anzubieten und durchzuführen. Andererseits wird ein aktueller Datensatz von Kurznachrichten genutzt. Der Algorithmus wird auf diese Beispieldatensätze angewandt. Durch Experimente wird die Ermittlung der optimalen Parameterauswahl durchgeführt. Außerdem werden die Ergebnisse mit den Resultaten bisheriger Algorithmen verglichen.
Im Rahmen eines Lehrforschungsprojekts setzten sich Studierende der Angewandten Geographie an der Universität Trier über zwei Semester in den Jahren 2016 und 2017 mit der Anpassung an den Klimawandel im Weinbau auseinander. Ziel des Lehrforschungsprojektes war es, besser zu verstehen wie Winzer*innen den Klimawandel wahrnehmen, welche Rolle der Klimawandel in (betrieblichen) Entscheidungen spielt und welche Anpassungspraktiken bereits beobachtbar sind.Der vorliegende Bericht fasst einige Ergebnisse der empirischen Untersuchung knapp zusammen.
Digitalisierung wirkt sich in radikaler Weise auf alle Lebensbereiche aus. Durch die technische Vernetzung und die Umwandlung analoger in digitale Daten entstehen umfassende Datenmengen. Aus ihrer Verknüpfung und Verarbeitung lassen sich Regelmäßigkeiten erkennen und Anwendungen generieren, deren soziale, ethische, politische, rechtliche, arbeitsweltliche und ökonomische Folgen heute noch nicht ansatzweise abzuschätzen sind.
La numérisation a des répercussions non négligeables sur tous les aspects de la vie. La mise en réseau technique et la conversion de données analogiques en données numériques sont à l’origine d’énormes quantités de données. Il est possible d’identifier des régularités dans leur mise en rapport et leur traitement, et de générer des applications dont les conséquences sociales, éthiques, politiques, juridiques, professionnelles et économiques sont encore difficiles à évaluer.
The dissertation includes three published articles on which the development of a theoretical model of motivational and self-regulatory determinants of the intention to comprehensively search for health information is based. The first article focuses on building a solid theoretical foundation as to the nature of a comprehensive search for health information and enabling its integration into a broader conceptual framework. Based on subjective source perceptions, a taxonomy of health information sources was developed. The aim of this taxonomy was to identify most fundamental source characteristics to provide a point of reference when it comes to relating to the target objects of a comprehensive search. Three basic source characteristics were identified: expertise, interaction and accessibility. The second article reports on the development and evaluation of an instrument measuring the goals individuals have when seeking health information: the ‘Goals Associated with Health Information Seeking’ (GAINS) questionnaire. Two goal categories (coping focus and regulatory focus) were theoretically derived, based on which four goals (understanding, action planning, hope and reassurance) were classified. The final version of the questionnaire comprised four scales representing the goals, with four items per scale (sixteen items in total). The psychometric properties of the GAINS were analyzed in three independent samples, and the questionnaire was found to be reliable and sufficiently valid as well as suitable for a patient sample. It was concluded that the GAINS makes it possible to evaluate goals of health information seeking (HIS) which are likely to inform the intention building on how to organize the search for health information. The third article describes the final development and a first empirical evaluation of a model of motivational and self-regulatory determinants of an intentionally comprehensive search for health information. Based on the insights and implications of the previous two articles and an additional rigorous theoretical investigation, the model included approach and avoidance motivation, emotion regulation, HIS self-efficacy, problem and emotion focused coping goals and the intention to seek comprehensively (as outcome variable). The model was analyzed via structural equation modeling in a sample of university students. Model fit was good and hypotheses with regard to specific direct and indirect effects were confirmed. Last, the findings of all three articles are synthesized, the final model is presented and discussed with regard to its strengths and weaknesses, and implications for further research are determined.
Das Grundgesetz ist keine bloße Neuauflage, sondern vielmehr eine Weiterentwicklung der Weimarer Reichsverfassung. Obwohl dem Namen nach gar keine „Verfassung“, wird das Grundgesetz spätestens seit der Wiedervereinigung nicht mehr als vorläufige, sondern als endgültige gesamtdeutsche Verfassung angesehen. Strikte Gewaltenteilung, Rechtsstaatlichkeit, umfassender Grundrechtsschutz und die Einführung der sog. „Ewigkeitsklausel“ (Art. 79 Abs. 3 GG) sind nur einige Elemente, mit denen „Bonn“ korrigierte, was „Weimar“ noch nicht vermochte. Nicht zuletzt die umfangreiche Rechtsprechung des Bundesverfassungsgerichts hat das Grundgesetz zu dem umfassenden Regelwerk gemacht, das nunmehr 70 Jahre ohne eine größere Verfassungskrise überdauert hat.
Die in dieser Ausgabe zusammengefassten Beiträge, die im Mai 2019 im Rahmen einer Festveranstaltung im Rokoko-Saal der Aufsichts- und Dienstleistungsdirektion in Trier gehalten wurden, beleuchten aus unterschiedlichen Perspektiven die Hintergründe der deutschen Verfassungsrechtsgeschichte und bieten eine Bestandsaufnahme über aktuelle Entwicklungen.
Laboratory landslide experiments enable the observation of specific properties of these natural hazards. However, these observations are limited by traditional techniques: frequently used high-speed video analysis and wired sensors (e.g. displacement). These techniques lead to the drawback that either only the surface and 2D profiles can be observed or wires confine the motion behaviour. In contrast, an unconfined observation of the total spatiotemporal dynamics of landslides is needed for an adequate understanding of these natural hazards.
The present study introduces an autonomous and wireless probe to characterize motion features of single clasts within laboratory-scale landslides. The Smartstone probe is based on an inertial measurement unit (IMU) and records acceleration and rotation at a sampling rate of 100 Hz. The recording ranges are ±16 g (accelerometer) and ±2000∘ s−1 (gyroscope). The plastic tube housing is 55 mm long with a diameter of 10 mm. The probe is controlled, and data are read out via active radio frequency identification (active RFID) technology. Due to this technique, the probe works under low-power conditions, enabling the use of small button cell batteries and minimizing its size.
Using the Smartstone probe, the motion of single clasts (gravel size, median particle diameter d50 of 42 mm) within approx. 520 kg of a uniformly graded pebble material was observed in a laboratory experiment. Single pebbles were equipped with probes and placed embedded and superficially in or on the material. In a first analysis step, the data of one pebble are interpreted qualitatively, allowing for the determination of different transport modes, such as translation, rotation and saltation. In a second step, the motion is quantified by means of derived movement characteristics: the analysed pebble moves mainly in the vertical direction during the first motion phase with a maximal vertical velocity of approx. 1.7 m s−1. A strong acceleration peak of approx. 36 m s−2 is interpreted as a pronounced hit and leads to a complex rotational-motion pattern. In a third step, displacement is derived and amounts to approx. 1.0 m in the vertical direction. The deviation compared to laser distance measurements was approx. −10 %. Furthermore, a full 3D spatiotemporal trajectory of the pebble is reconstructed and visualized supporting the interpretations. Finally, it is demonstrated that multiple pebbles can be analysed simultaneously within one experiment. Compared to other observation methods Smartstone probes allow for the quantification of internal movement characteristics and, consequently, a motion sampling in landslide experiments.
Estimation and therefore prediction -- both in traditional statistics and machine learning -- encounters often problems when done on survey data, i.e. on data gathered from a random subset of a finite population. Additional to the stochastic generation of the data in the finite population (based on a superpopulation model), the subsetting represents a second randomization process, and adds further noise to the estimation. The character and impact of the additional noise on the estimation procedure depends on the specific probability law for subsetting, i.e. the survey design. Especially when the design is complex or the population data is not generated by a Gaussian distribution, established methods must be re-thought. Both phenomena can be found in business surveys, and their combined occurrence poses challenges to the estimation.
This work introduces selected topics linked to relevant use cases of business surveys and discusses the role of survey design therein: First, consider micro-econometrics using business surveys. Regression analysis under the peculiarities of non-normal data and complex survey design is discussed. The focus lies on mixed models, which are able to capture unobserved heterogeneity e.g. between economic sectors, when the dependent variable is not conditionally normally distributed. An algorithm for survey-weighted model estimation in this setting is provided and applied to business data.
Second, in official statistics, the classical sampling randomization and estimators for finite population totals are relevant. The variance estimation of estimators for (finite) population totals plays a major role in this framework in order to decide on the reliability of survey data. When the survey design is complex, and the number of variables is large for which an estimated total is required, generalized variance functions are popular for variance estimation. They allow to circumvent cumbersome theoretical design-based variance formulae or computer-intensive resampling. A synthesis of the superpopulation-based motivation and the survey framework is elaborated. To the author's knowledge, such a synthesis is studied for the first time both theoretically and empirically.
Third, the self-organizing map -- an unsupervised machine learning algorithm for data visualization, clustering and even probability estimation -- is introduced. A link to Markov random fields is outlined, which to the author's knowledge has not yet been established, and a density estimator is derived. The latter is evaluated in terms of a Monte-Carlo simulation and then applied to real world business data.
In light of an alarming increase of sick leave and early retirement because of mental diseases, the public, political and scientific interest in an effective protection of psychological health within organizational context has been increasing for years. More and more the focus is especially on executives who influence the mental health of their employees by leadership behavior within interactions and by designing work tasks and working pro-cesses. In this regard classical and modern, explicit health-oriented leadership approaches provide valuable insights but also neglect the important influence of leadership situation on health-oriented leadership. This situation reduces the explanatory and predictive potential of available health-oriented leadership concepts.
In article 1 a conceptual framework model called Systemic Salutogenic Interaction Model (SSIM) is developed and justified that is based on findings of evidence-based leadership research but also integrates systemic concepts and key elements of the theory of saluto-genesis. The SSIM distinguishes between two levels: Within the primary system of salutogenic interaction salutogenic leadership and employees behavior for the first time are conceptualized as recipocal influence factors that influence each other (level 1). The organizational context is explicitly taken into account as significant factor outside the primary system that effects the behavior of both interaction partners mediated via cognitive pro-cesses (level 2). Due to this focus on interactions und context factors for the first time leadership situation becomes an explicit component of a health-oriented leadership concept.
First of all, article 2 focusses on the systematic analysis of the relative importance health related leadership aspects. For this purpose the TIMP-inventory was developed that records three distinct core-factors of salutogenic leadership (trust, incident management and pressure) which explain more variance of the Work-SoC construct than established general approaches and health-related leadership concepts.
In article 3 the results of a cross-sectional multilevel analysis indicate that the perceived leadership situation significantly explains variance of salutogenic leadership between teams. For the first time, this shows a significant correlation between specific aspects of leadership situation und salutogenic leadership behavior.
Within the frame of a quasi-experimental study (article 4), for the first time, a correlation is shown between salutogenic target-setting processes on executive’s side and the Work-SoC of team members. These results support an essential effect mechanism that is postulated in the SSIM. Furthermore these findings indicate that the SSIM can profitably be used within the context of salutogenic coachings, underlining its practical benefit.
Taken together the empirical findings of this dissertation support the assumption that the new SSIM approach significantly expands the explanatory und predictive potential of the health-oriented leadership concepts so far available. The results also raise a number of new, interesting questions for future research. Furthermore the SSIM broadens the perspective regarding the strategic orientation of human resource and organizational devel-opment. Especially out of the SSIM important guiding principles and innovative concepts for a target-oriented diagnostic und effective interventions can be derived. Thus this dissertation lays the foundation for a coherent, holistic oriented salutogenic leadership research und practice.