Aims: To analyze the association between provider, healthcare costs, and glycemic control for patients with diabetes mellitus (DM).Materials and methods: This cross-sectional study identified adults with type 1 or 2?DM (T1D, T2D) in the Optum database. The main independent variable was provider (endocrinologist or primary care). Regression analysis compared total medical and pharmacy costs, adjusting for health status and other patient differences, by provider.Results: For all patients, HbA1C improvement was greater, and medical costs significantly lower with an endocrinologist rather than a primary care provider. The largest HbA1C improvement (4%) occurred for insulin-dependent patients seen by endocrinologists. Significant medical savings with endocrinologist management occurred within the Medicare Advantage population in every sub-group of patients, with 14% lower costs ($4,767) for patients with T1D, 11% lower costs ($3,160) for patients with macro- and microvascular complications, and 10% lower costs ($2,237) for insulin-dependent patients. Within the commercial insurance population, medical costs were reduced by ≥9% in every sub-group of patients, with a 20% reduction ($8,450) for patients with micro- and macrovascular complications. Overall total costs (medical and pharmacy) were 8% ($1,541) higher for patients receiving endocrinologist rather than primary care, although endocrinologist care resulted in a 9% reduction (–$3,710) in costs for Medicare Advantage patients with T1D. Total medical costs (excluding pharmacy costs) may be a more accurate indicator of costs associated with patients in various stages of DM.Limitations: There was insufficient data to develop risk-adjustment payments for pharmacy costs based on disease severity. The cross-sectional design identifies associations and not cause–effect relationships.Conclusion: DM management by an endocrinologist was associated with greater HbA1C improvement and significantly lower medical costs. Total costs were higher with an endocrinologist, but for patients with T1D lower costs were seen, ranging from 2–9% regardless of insurance type. 相似文献
This study proposes a model that explains the ethical behavior of automobile salespeople in terms of their ethical perception, legal perception, method of compensation (commission-based or salary-based), age, and education. The model is estimated by using five scenarios that involve ethical issues commonly found in the automobile industry and responses from 184 automobile salespeople in a mid-Atlantic metropolitan area. The findings suggest that ethical perception is the most important determinant of ethical behavior. Also, method of compensation is a major determinant in four of five scenarios, and legal perception in two out of five scenarios. However, age and education are not significantly related to ethical behavior. A discussion of the results, limitations, and implications is presented for managers. 相似文献
Marketing Letters - The use of technical language in marketing communications has more complex effects than what the previous research suggests. Three studies show that the effect of technical... 相似文献
We consider the correlates of international financial‐center status. Our estimates point to the flexibility, transparency, and stability of the economic and social environment as determinants of financial center‐status. They point also to roles for monetary and financial stability, financial openness, financial scale and development, technology and size of government. We draw out the implications of this analysis for the future prospects of actual and aspiring international financial centers such as London, New York, and Shanghai. 相似文献
Although previous studies revealed the positive effect of CSR perceptions on customer behaviour, the relationship between CSR and perceived firm innovativeness (PFI) has been underexplored. The purpose of this paper is twofold. First, it attempts to propose and validate a model to comprehend the relationship between CSR and PFI. Second, it aims to investigate the mediating role of corporate image stemming from CSR and PFI in order to foster customer advocacy intentions. Data were collected from 360 customers of the retail banking industry in Pakistan, and the results indicate that customers’ CSR perceptions directly and positively influence PFI. Interestingly, corporate image fully mediates the relationship between PFI and advocacy intentions, whereas it plays a partial mediation role in the CSR-advocacy intentions relationship. The findings of this research expand the corpus regarding the roles of CSR and PFI in creating advocacy intentions among customers through the corporate image.
What this study shows is that although the ‘idea of conscious universe’ is given further advance by some discoveries of modern sciences, it was articulated by many ancient and previous thinkers. Philosophically, the idea of ‘Consciousness’ can be traced back to ancient times and can be proven through historical documents in various traditions, cultures and religions. In this study, the ideas are provided from perspectives of West, East and Islam. Simply, the term ‘awareness’ and the concept of ‘ability to be aware of the environment’ imply the notion of ‘Consciousness’ in linguistic and psychology. In a comparative study, we show that philosophical and scientific views in the past and contemporary period highly recommended the existence of ‘Consciousness’ attribute. In fact, all of the mentioned studies are talking about the same ideology based on the qualitative perceptions. However, there are some differences in parts, but the major theme is same. 相似文献
Social network-based engineering education (SNEE) is designed and implemented as a model of Education 3.0 paradigm. SNEE represents a new learning methodology, which is based on the concept of social networks and represents an extended model of project-led education. The concept of social networks was applied in the real-life experiment, considering two different dimensions: (1) to organize the education process as a social network-based process; and (2) to analyze the students’ interactions in the context of evaluation of the students learning performance. The objective of this paper is to present a new model for students evaluation based on their behavior during the course and its validation in comparison with the traditional model of students’ evaluation. The validation of the new evaluation model is made through an analysis of the correlation between social network analysis measures (degree centrality, closeness centrality, betweenness centrality, eigenvector centrality, and average tie strength) and the grades obtained by students (grades for quality of work, grades for volume of work, grades for diversity of work, and final grades) in a social network-based engineering education. The main finding is that the obtained correlation results can be used to make the process of the students’ performance evaluation based on students interactions (behavior) analysis, to make the evaluation partially automatic, increasing the objectivity and productivity of teachers and allowing a more scalable process of evaluation. The results also contribute to the behavioural theory of learning performance evaluation. More specific findings related to the correlation analysis are: (1) the more different interactions a student had (degree centrality) and the more frequently the student was between the interaction paths of other students (betweenness centrality), the better was the quality of the work; (2) all five social network measures had a positive and strong correlation with the grade for volume of work and with the final grades; and (3) a student with high average tie strength had a higher grade for diversity of work than those with low ties. 相似文献