Spatial and Temporal Correlations of Freeway Link Speeds: An Empirical Study

Congestion on roadways and high level of uncertainty of traffic conditions are major considerations for trip planning. The purpose of this research is to investigate the characteristics and patterns of spatial and temporal correlations and also to detect other variables that affect correlation in a freeway setting. 5-minute speed aggregates from the Performance Measurement System (PeMS) database are obtained for two directions of an urban freeway – I-10 between Santa Monica and Los Angeles, California. Observations are for all non-holiday weekdays between January 1st and June 30th, 2010. Other variables include traffic flow, ramp locations, number of lanes and the level of congestion at each detector station. A weighted least squares multilinear regression model is fitted to the data; the dependent variable is Fisher Z transform of correlation coefficient. Estimated coefficients of the general regression model indicate that increasing spatial and temporal distances reduces correlations. The positive parameters of spatial and temporal distance interaction term show that the reduction rate diminishes with spatial or temporal distance. Higher congestion tends to retain higher expected value of correlation; corrections to the model due to variations in road geometry tend to be minor. The general model provides a framework for building a family of more responsive and better-fitting models for a 6.5 mile segment of the freeway during three times of day: morning, midday, and afternoon. Each model is cross-validated on two locations: the opposite direction of the freeway, and a different location on the direction used for estimation. Cross-validation results show that models are able to retain 75% or more of their original predictive capability on independent samples. Incorporation of predictor variables that describe road geometry and traffic conditions into the model works beneficially in capturing a significant portion of variance of the response. The developed regression models are thus transferrable and are apt to predict correlation on other freeway locations

The Efficacy, Tolerance and Acceptance of a New Fixed-Dose Salmeterol and Fluticasone Propionate Dry-Powder Inhaler—Salflumix Easyhaler^® in COPD Patients in the Daily Clinical Practice

The efficacy of the fix-dose salmeterol/fluticasone propionate combination in chronic obstructive pulmonary disease (COPD) was only shown for the original product. This investigator-initiated study aimed to prove the efficacy and safety of Salflumix Easyhaler®, a second-entry product (dry-powder inhaler) in a real-life setting. The efficacy of the therapy was assessed in 440 COPD outpatients (36.1% classified as C&D groups according to GOLD) using the COPD assessment test (CAT) and the modified Medical Research Council (mMRC). During 86 ± 30 days, the frequency of COPD with a big and very big impact on life (CAT > 20 pts); and high scores of dyspnea (mMRC ≥ 2) decreased from 60.7% and 57.5% at I visit to 15.2% and 22.6% at III visits, respectively (p ® as very low. Adherence exceeded 90%. This study supports effectiveness, satisfaction, and convenience with the use of this new product in COPD, and shows that ICS-containing DPI therapy is still improperly prescribed for patients with a low risk of COPD exacerbation in real-life settings

Evaluation of the Efficiency of Single-Inhaler Combination Therapy with Budesonide/Formoterol Fumarate in Patients with Bronchial Asthma in Daily Clinical Practice

<h2>Article full text</h2><p>The full text of this article can be found here <a href="https://link.springer.com/article/10.1007/s12325-017-0641-5">https://link.springer.com/article/10.1007/s12325-017-0641-5</a>.</p><h2>Provide enhanced content for this article</h2><p>If you are an author of this publication and would like to provide additional enhanced content for your article then please contact <a href="http://www.medengine.com/Redeem/”mailto:[email protected]”">[email protected]</a>.</p><p>The journal offers a range of additional features designed to increase visibility and readership. All features will be thoroughly peer reviewed to ensure the content is of the highest scientific standard and all features are marked as ‘peer reviewed’ to ensure readers are aware that the content has been reviewed to the same level as the articles they are being presented alongside. Moreover, all sponsorship and disclosure information is included to provide complete transparency and adherence to good publication practices. This ensures that however the content is reached the reader has a full understanding of its origin. No fees are charged for hosting additional open access content.</p><p>Other enhanced features include, but are not limited to:</p><ul><li>Slide decks</li><li>Videos and animations</li><li>Audio abstracts</li><li>Audio slides</li></ul