Toward improving performance measurement in public sector organizations

The objective of this research is to investigate various means of improving the performance measurement methods for public sector organizations. A case study is conducted using data from the Missouri Department of Transportation (MoDOT). As a government organization, MoDOT must publish measurements of its performance for the general public and for the legislators who provide funding. Currently, MoDOT produces a quarterly publication, called the Tracker, for performance measurement reporting. This research hypothesizes that the Tracker is not an effective performance measurement system and stakeholders of MoDOT would benefit from a more concise and pointed report of MoDOT performance. A software prototype utilizing the Balanced Scorecard approach is developed to test proposed hypotheses. A survey comparing the Balanced Scorecard with MoDOT\u27s current practices indicates a strong preference for the Balanced Scorecard among the general public. Areas of particularly high agreement in favor of the Balanced Scorecard were finding and interpreting the data, as well as monitoring performance of the organization --Abstract, page iii

Generic Role Model for the Systematic Development of Internal AI-based Services in Manufacturing

Latest research has shown that one challenge for the development and implementation of Industrial AI-based services is uncertainty of roles and responsibilities. To address this challenge, we developed a generic role model for the systematic development of AI-based services in manufacturing. The role model describes which roles are necessary within the development process of an Industrial AI-based service. Thereby, a distinction is made whether the roles are assigned to the “core team”, the “extended team” or participate in “supporting roles”. Furthermore, the model shows whether the roles are involved in the “Ideation” phase, the “Requirements and design” phase, the “Test” phase or the “Implementation and roll-out” phase. Based on desktop research, semi-structured interviews and expert workshops we identified 22 roles that are relevant to the development and implementation of Industrial AI-based services

Liquid Nitrogen operated Cooling Systems for Superconducting Power Lines

HTS power cables or high current bus bar systems can be cooled by circulating subcooled liquid nitrogen through the cryostats in which they are integrated. The heat impact which has to be removed is mainly caused by heat transfer through thermal insulations and by the circulation pumps. To minimize the required cooling energy it is necessary to optimize pressure drop and surface area of cable cryostats and operate the circulation pumps with low dissipation. The circulating liquid nitrogen is cooled in a vacuum subcooler which uses liquid nitrogen as refrigerant. Vacuum pumps allow an operation pressure of 150 mbar to achieve a vaporisation temperature of 64 K (13 K below the atmospheric boiling point of nitrogen). This is advantageous because the ampacity of superconductors is dependant on the difference between their transition- and operation temperature. Lower temperatures are not practical, because at 63 K nitrogen becomes solid. Messer has developed a cooling system with an adequate vacuum subcooler, a liquid nitrogen circulation system and a storage vessel for the German AmpaCity project of Innogy SE (formerly RWE Deutschland AG), Nexans and KIT (Karlsruhe Institute of Technology). Within this project in 2014 the worldwide longest superconducting power cable was installed in the city of Essen, Germany. After more than three years of practical operation many important figures from cable and cooling unit are available. The system can easily be adapted for the operation of high current bus bars. These installations are normally much shorter than power cables, so pressure drop through the cryostat and heat impact of the circulation pumps are comparatively low. On the other hand the heat impact of the current leads is quite high and an efficient cooling system affords a combination of mechanical refrigeration and liquid nitrogen cooling

Nonlinear Femtosecond Pulse Reshaping in Waveguide Arrays

We observe nonlinear pulse reshaping of femtosecond pulses in a waveguide array due to coupling between waveguides. Amplified pulses from a mode-locked fiber laser are coupled to an AlGaAs core waveguide array structure. The observed power-dependent pulse reshaping agrees with theory, including shortening of the pulse in the central waveguide

Diet and Habitat of Mountain Woodland Caribou Inferred from Dung Preserved in 5000-year-old Alpine Ice in the Selwyn Mountains, Northwest Territories, Canada

Alpine ice patches are unique repositories of cryogenically preserved archaeological artefacts and biological specimens. Recent melting of ice in the Selwyn Mountains, Northwest Territories, Canada, has exposed layers of dung accumulated during seasonal use of ice patches by mountain woodland caribou of the ancestral Redstone population over the past ca. 5250 years. Although attempts to isolate the DNA of known caribou parasites were unsuccessful, the dung has yielded numerous well-preserved and diverse plant remains and palynomorphs. Plant remains preserved in dung suggest that the ancestral Redstone caribou population foraged on a variety of lichens (30%), bryophytes and lycopods (26.7%), shrubs (21.6%), grasses (10.5%), sedges (7.8%), and forbs (3.4%) during summer use of alpine ice. Dung palynomorph assemblages depict a mosaic of plant communities growing in the caribou’s summer habitat, including downslope boreal components and upslope floristically diverse herbaceous communities. Pollen and spore content of dung is only broadly similar to late Holocene assemblages preserved in lake sediments and peat in the study region, and differences are likely due to the influence of local vegetation and animal forage behaviour. The 5000-year legacy of summer use of alpine ice patches by mountain woodland caribou suggests that these small, long-lived features may be important for the health of caribou populations in the Selwyn/Mackenzie Mountain range.Les névés des régions alpines constituent des réserves uniques d’artefacts archéologiques et de spécimens biologiques préservés cryogéniquement. La fonte récente des glaces de la chaîne de Selwyn, dans les Territoires du Nord-Ouest, au Canada, a mis au jour des couches de déjections animales qui ont été accumulées lors de l’usage saisonnier des névés par le caribou des bois des montagnes de la population ancestrale de Redstone au cours des quelques 5 250 dernières années. Bien que les tentatives visant à isoler l’ADN des parasites connus du caribou aient échoué, les déjections ont permis de repérer de nombreux restes et palynomorphes de végétaux bien préservés et variés. Les restes de végétaux qui ont été conservés dans les déjections animales laissent croire que la population de caribou ancestrale de Redstone s’alimentait d’une variété de lichens (30 %), de bryophytes et de lycopodes (26,7 %), d’arbrisseaux (21,6 %), de graminées (10,5 %), de foin plat (7,8 %) et de plantes herbacées non graminoïdes (3,4 %) lorsqu’ils utilisaient la glace alpine pendant l’été. Les assemblages de palynomorphes provenant des déjections laissent entrevoir la croissance d’une mosaïque de peuplements végétaux au sein de l’habitat d’été du caribou, ce qui comprend des composantes boréales en pentes descendantes et des peuplements végétaux herbacés floristiquement variés en pentes ascendantes. La teneur en pollen et en spores des déjections animales est seulement largement similaire aux assemblages de l’Holocène tardif préservés dans les sédiments lacustres et dans la tourbe de la région visée par l’étude. Les différences sont vraisemblablement attribuables à l’influence de la végétation locale et au comportement alimentaire des animaux. L’utilisation estivale des névés des régions alpines par le caribou des bois des montagnes ces 5 000 dernières années laisse entrevoir que ces petites caractéristiques longévives pourraient revêtir de l’importance pour la santé des populations de caribou de la chaîne de Selwyn et des monts Mackenzie

Derivation and validation of a prediction model to establish nursing-sensitive quality benchmarks in medical inpatients : a secondary data analysis of a prospective cohort study

Background: Hospitals are using nursing-sensitive outcomes (NSOs) based on administrative data to measure and benchmark quality of nursing care in acute care wards. In order to facilitate comparisons between different hospitals and wards with heterogeneous patient populations, proper adjustment procedures are required. In this article, we first identify predictors for common NSOs in acute medical care of adult patients based on administrative data. We then develop and cross-validate an NSO-oriented prediction model. Methods: We used administrative data from seven hospitals in Switzerland to derive prediction models for each of the following NSO: hospital-acquired pressure ulcer (≥stage II), hospital-acquired urinary tract infection, non-ventilator hospital-acquired pneumonia and in-hospital mortality. We used a split dataset approach by performing a random 80:20 split of the data into a training set and a test set. We assessed discrimination of the models by area under the receiver operating characteristic curves. Finally, we used the validated models to establish a benchmark between the participating hospitals. Results: We considered 36,149 hospitalisations, of which 51.9% were male patients with a median age of 73 years (with an interquartile range of 59–82). Age and length of hospital stay were independently associated with all four NSOs. The derivation and validation models showed a good discrimination in the training (AUC range: 0.75–0.84) and in the test dataset (AUC range:0.77–0.81), respectively. Variation among different hospitals was relevant considering the risk for hospital-acquired pressure ulcer (≥ stage II) (adjusted Odds ratio [aOR] range: 0.51 [95% CI: 0.38–0.69] – 1.65 [95% CI:1.33–2.04]), the risk for hospital-acquired urinary tract infection infection (aOR range: 0.46 [95% CI: 0.36–0.58] – 1.45 [95% CI: 1.31–1.62]), the risk for non-ventilator hospital-acquired pneumonia (aOR range: 0.28 [95% CI: 0.09–0.89] – 2.87 [95% CI: 2.27–3.64]), and the risk for in-hospital mortality (aOR range: 0.45 [95% CI: 0.36–0.56] – 1.39 [95% CI: 1.23–1.60]). Conclusion: The application of risk adjustment when comparing nursing care quality is crucial and enables a more objective assessment across hospitals or wards with heterogeneous patient populations. This approach has potential to establish a set of benchmarks that could allow comparison of outcomes and quality of nursing care between different hospitals and wards