...Health & Medical Informatics Review Article Raghupathi and Raghupathi, J Health Med Informat 2013, 4:3 http://dx.doi.org/10.4172/2157-7420.1000132 Open Access An Overview of Health Analytics Wullianallur Raghupathi1* and Viju Raghupathi2 1 2 Graduate School of Business, Fordham University, New York, NY, USA Finance and business management, Brooklyn College, City University of New York, Brooklyn, NY, USA Abstract Objectives: We examine the emerging health analytics field by describing the different health analytics and providing examples of various applications. Methods: The paper discusses different definitions of health analytics, describes the four stages of health analytics, its architectural framework, development methodology, and examples in public health. Results: The paper provides a broad overview of health analytics for researchers and practitioners. Conclusions: Health analytics is rapidly emerging as a key and distinct application of health information technology. The key objective of health analytics is to gain insight for making informed healthcare decisions. Keywords: Data warehousing; ETL; Descriptive analytics; Discovery Introduction analytics; Health analytics; Informed decision; Insight; Predictive analytics; Prescriptive analytics management, and preventive care. In one scenario, for example, the use of health analytics technologies can ensure that emergency room doctors are briefed and ready to treat patients prior to their arrival...
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...be reformed the way it should be. There are several problems on the horizon that is effecting the health care system. There is quality of health care, continuous rising of health care, and the developing of electronic medical records transparency. The impact of health care involves a selected choice of rules to Patient Protection and Affordable Care Act that the Senate-passed health insurance reform bill. Health care reform indicates health care industries must do more with less if they want to keep competive. In addition, this means health care industries need to become incredibly effective (Cleverly, W. O., Song, P. H., & Cleverly, J. O., 2011). On February 17, 2009, According the the Centers for Medicare and Medicaid Act The American Recovery and Reinvestment Act authorizes the Centers to provide reimbursement incentive for physicians, hospitals, and providers who are successful in becoming meaningful users of an electronic health care records(Cleverly, W. O., Song, P. H., & Cleverly, J. O., 2011). However, not all hospitals have a extensive electronic-record system. Fighting against cause the electronic health record can be assessed by all providers within a network this can cause patient care more effectively. There have been worries over the Health Insurance Affordable Care considerations regarding safety is another...
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...The image of the Noble Savage arises from the colonial drive to order and make sense within Western frames by labeling indigenous peoples as connected to the environment. This representation is dehumanizing and fails to acknowledge Native ontologies Shepard Krech III, PhD and Professor of Anthropology and Environmental Studies at Brown University, 1999, “The Ecological Indian: Myth and History”, W. W. Norton & Company, New York: London, acc. 2/15/13, p. 15-27 Even though an invention of Madison Avenue, the Crying Indian is an effective image and advocate because its assumptions are not new. From the moment they encountered the native people of North America and represented them in texts, prints, paintings, sculptures, performances—in all conceivable media—Europeans classified them in order to make them sensible. They made unfamiliar American Indians familiar by using customary taxonomic categories, but in the process often reduced them simplistically to one of two stereotypes or images, one noble and the other not. For a long time, the first has been known as the Noble Savage and the second as the Ignoble Savage. The Noble Savage, the first of the two stereotypes or images, has drawn persistently on benign and increasingly romantic associations; the Ignoble Savage, the second, on a menacing malignancy The first has emphasized the rationality, vigor, and morality of the nature-dwelling native; the second, the cannibalistic, bloodthirsty, inhuman aspects of savage life....
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...qwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmrtyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmrtyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmrtyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmqwertyuiopasdfghjklzxcvbnmrtyuiopasdfghjklzxcvbnmqwer...
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...Motives of transfer pricing strategies – systemic analysis Ching-Wen Lin (Graduate Institute of Management, National Ilan University, Ilan City, Taiwan) Hsiao-Chen Chang (Graduate Institute of International Business Administration,Chinese Culture University, Taipei, Taiwan) Tujuan Penelitian : Menyelidiki motivasi internal dan eksternal yang ada pada perusahaan multi national dalam hal manipulasi harga transfer. Teori yang Digunakan Sebagai Basis Penelitian : - Motif untuk memanipulasi transfer pricing (Styron, 2007). - Faktor-faktor relevan yang berpengaruh pada manipulasi transfer pricing (Tang, 2002). Variabel : * Tarif export/impor Negara pengimpor dan pengekspor. * Pajak Negara dimana perusahaan berlokasi. Metode Pengumpulan Data : Menyebarkan survey pertanyaan mengenai manipulasi transfer pricing yang kemudian dilanjutkan dengan adanya interview. Proses selanjutnya adalah melakukan Analytic Network Process. Alat Analisis Uji Statistika : * Penggunaan alat dan teknik ANP: digunakan untuk menghitung bobot dari model yang dibentuk. * Penggunaan Analitic Hierarchy Process (AHP): digunakan untuk meneliti dan meramalkan perilaku pengisi survey. Hipotesis : * H1 : Terdapat hubungan antara erat antara penghematan pajak dengan manipulasi transfer pricing. * H2 : Penghematan pajak bukan lagi alasan manipulasi transfer pricing. Temuan : * Penghematan Pajak bukan lagi merupakan fokus utama terjadinya manipulasi pada...
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...Health Promotion is the provision of information and/or education to individuals, families, and communities that-encourage family unity, community commitment, and traditional spirituality that make positive contributions to their health status. Health Promotion is also the promotion of healthy ideas and concepts to motivate individuals to adopt healthy behaviors. According to the World Health Organization, Health promotion is the process of enabling people to increase control over, and to improve their health. Health promotion represents a comprehensive social and political process, it not only embraces actions directed at strengthening the skills and capabilities of individuals, but also action directed towards changing social, environmental and economic conditions so as to alleviate their impact on public and individual health. Health promotion is the process of enabling people to increase control over the determinants of health and thereby improve their health. Participation is essential to sustain health promotion action. The Ottawa Charter identifies three basic strategies for health promotion. These are advocacy for health to create the essential conditions for health indicated above; enabling all people to achieve their full health potential; and mediating between the different interests in society in the pursuit of health. These strategies are supported by five priority action areas as outlined in the Ottawa Charter for health promotion: * Build healthy public...
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...partner in the city’s continuing progress and sustainable development; Now therefore, on motion duly seconded, be it Resolved, as it is hereby resolved, to adopt the Comprehensive Development Plan, 2011-20, of the City of Naga. ii FOREWORD Naga, the “Heart of Bicol” that aspires to become a happy place for its people, is at the crossroads. The fastest growing city in Bicolandia, it faces the internal challenge of maintaining high level of human development even as its population is projected to double within the next two decades. Externally, it must, as has been over the last 20 years, continue to outdo itself and rise above limitations and constraints to build a livable and competitive city which can stand alongside other urban centers in the Asia-Pacific region. In the face of these challenges, it can opt to take the path of least...
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...Original Contributions Data Mining Applications in Healthcare Hian Chye Koh and Gerald Tan A B S T R A C T Data mining has been used intensively and extensively by many organizations. In healthcare, data mining is becoming increasingly popular, if not increasingly essential. Data mining applications can greatly benefit all parties involved in the healthcare industry. For example, data mining can help healthcare insurers detect fraud and abuse, healthcare organizations make customer relationship management decisions, physicians identify effective treatments and best practices, and patients receive better and more affordable healthcare services. The huge amounts of data generated by healthcare transactions are too complex and voluminous to be processed and analyzed by traditional methods. Data mining provides the methodology and technology to transform these mounds of data into useful information for decision making. This article explores data mining applications in healthcare. In particular, it discusses data mining and its applications within healthcare in major areas such as the evaluation of treatment effectiveness, management of healthcare, customer relationship management, and the detection of fraud and abuse. It also gives an illustrative example of a healthcare data mining application involving the identification of risk factors associated with the onset of diabetes. Finally, the article highlights the limitations of data mining and discusses some future directions....
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...Table of Contents Introduction 2 Assumptions 3 Data Availability 3 Overnight processing window 3 Business sponsor 4 Source system knowledge 4 Significance 5 Data warehouse 6 ETL: (Extract, Transform, Load) 6 Data Mining 6 Data Mining Techniques 7 Data Warehousing 8 Data Mining 8 Technology in Health Care 9 Diseases Analysis 9 Treatment strategies 9 Healthcare Resource Management 10 Customer Relationship Management 10 Recommended Solution 11 Corporate Solution 11 Technological Solution 11 Justification and Conclusion 12 References 14 Health Authority Data (Appendix A) 16 Data Warehousing Implementation (Appendix B) 19 Data Mining Implementation (Appendix B) 22 Technological Scenarios in Health Authorities (Appendix C) 26 Technology Tools 27 Data Management Technology Introduction The amount of information offered to us is literally astonishing, and the worthiness of data as an organizational asset is widely acknowledged. Nonetheless the failure to manage this enormous amount of data, and to swiftly acquire the information that is relevant to any particular question, as the volume of information rises, demonstrates to be a distraction and a liability, rather than an asset. This paradox energies the need for increasingly powerful and flexible data management systems. To achieve efficiency and a great level of productivity out of large and complex datasets, operators need have tools that streamline the tasks of managing...
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...University, Shiraz, Iran Email: Nrashidi@rose.shirazu.ac.ir Farman Faham Shiraz University, Iran Abstract—The influence of music on language learning and performance has been the subject of study for many years. The purpose of the present study was to investigate the effect of classical music (Mozart Sonata) on the reading comprehension performance of two groups of Iranian students in an English institute in Iran. To this end, the study compared two groups of Iranian English students (N=60) over a period of three months: one was taught reading comprehension with a music background and the other with no music background whatsoever. The results of the study showed a significant difference between the performance of the group exposed to music and the performance of the other group not exposed to music. The group taught reading comprehension with a music background outperformed the other taught it with no music background. Index Terms—reading comprehension, music, background music, classical music, Mozart sonata I. INTRODUCTION The use of music as a tool by language teachers to teach foreign languages has been the center of attention to researchers for many years. That is why in the literature we can see different, but mostly positive comments concerning the effectiveness of music in language learning and performance. It has been stated that music can contribute to acquiring the linguistic skills such as reading, writing, listening and speaking (Jalongo & Bromley, 1984;...
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...MATTHIAS HILD* The Google IPO initial public offerings (IPOs) since Netscape's public offering in 1995.' Bullish investors believed Google could set off a string of successful IPOs and put an end to a fouryear lull in technology offerings. 2 Executives at Google faced several questions in the following months, beginning with whether or not to sell shares to the public market.' If they made the decision to take the company public, what options did Google have for selling those shares? Was the traditional form of book-building through an investment bank necessarily the best course of action? As large investment banks were courting Google's potentially enormous business, management had to evaluate the different options available for a company ready to move forward. Ultimately, Google chose to sell its stock through W.R. Hambrecht + Co.'s OpenIPO, which was modeled on auction-based offering formats in France, Japan and elsewhere. In 2004, Hambrecht's track record of success was mixed at best and even today the future of this IPO format in the United States is far from certain. IN THE SPRING OF 2004, GOOGLE WAS ONE OF THE MOST TALKED-ABOUT I. HISTORY AND BUSINESS MODEL In 1995, Larry Page, 24, and Sergey Brin, 23, first met as Stanford University computer science graduate students.4 Their company Web site describes that first encounter as a clash of personalities that eventually led to their now-famous creative solution for retrieving relevant information from large sets of data...
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...Leadership Development Seminars and ECQ-based Readings The success or failure of any endeavor depends on leadership. Now, more than ever before, we need leaders in our organizations and in our world. Great leaders create and communicate a vision and move people into action to achieve it. They ignite our passion and inspire us to do our best. Government leaders in the 21st century are experiencing change at a more rapid pace than previous generations. Rapid advances in technology have expanded the quantity of work we are capable of accomplishing, and also where it’s accomplished. We have a more highly educated workforce, yet face diminishing resources with an increased demand for productivity, and the essential services we provide to the American public. To be successful at navigating these challenges leaders must develop the essential skills to motivate their employees, effectively communicate with others, fine-tune critical thinking skills, and build and leverage partnerships. Future leaders must also be visionary; i.e., possess the ability to identify trends and the courage to be innovative. Being technically adept in your field will no longer be enough. In response to these demands on senior executives, the U.S. Office of Personnel Management identified five Executive Core Qualifications (ECQs) that all aspiring government leaders and executives must possess. These ECQs and Fundamental Competencies were developed by OPM after extensive research on the attributes...
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...Leadership Development Seminars and ECQ-based Readings The success or failure of any endeavor depends on leadership. Now, more than ever before, we need leaders in our organizations and in our world. Great leaders create and communicate a vision and move people into action to achieve it. They ignite our passion and inspire us to do our best. Government leaders in the 21st century are experiencing change at a more rapid pace than previous generations. Rapid advances in technology have expanded the quantity of work we are capable of accomplishing, and also where it’s accomplished. We have a more highly educated workforce, yet face diminishing resources with an increased demand for productivity, and the essential services we provide to the American public. To be successful at navigating these challenges leaders must develop the essential skills to motivate their employees, effectively communicate with others, fine-tune critical thinking skills, and build and leverage partnerships. Future leaders must also be visionary; i.e., possess the ability to identify trends and the courage to be innovative. Being technically adept in your field will no longer be enough. In response to these demands on senior executives, the U.S. Office of Personnel Management identified five Executive Core Qualifications (ECQs) that all aspiring government leaders and executives must possess. These ECQs and Fundamental Competencies were developed by OPM after extensive research on the attributes...
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...THE EMPLOYER AND THE EX-OFFENDER: THE DISCRIMINATORY EFFECTS OF CRIMINAL BACKGROUND CHECKS TABLE OF CONTENTS I. INTRODUCTION………………………………………………………………………… 3 II. OFFENDER AND EX OFFENDER HISTORY IN THE UNITED STATES………….. 5 A. LEGAL HISTORY OF EMPLOYMENT DISCRIMINATION AGAINST EX OFFENDERS ……… 5 B. THE NUMBER OF EX OFFENDERS IS RAPIDLY INCREASING .............................................................................8 C. IMPACT OF CONVICTION ON EMPLOYABILITY OF EX OFFENDERS ................................................................. 10 III. CRIMINAL BACKGROUND CHECKS AID IN THE DISPROPORTIONATE EXCLUSION OF MINORITIES ………………………………………………………………………………… 13 A. EMPLOYERS ARE PREJUDICED UPON FINDING CRIMINAL CONVICTIONS .................................................. 13 B. BLACKS AND LATINOS ARE EXCLUDED FROM THE WORK FORCE DUE TO STIGMAS OF MINORITY STATUS AND CRIMINAL RECORD ....................................................................................................................... 15 IV. HEIGHTENED SCRUTINY TURNS ON EMPLOYER HIRING PRACTICES INFLUENCED BY CRIMINAL BACKGROUND CHECKS………………………………………………………………………………………… 18 A. THE EQUAL EMPLOYMENT OPPORTUNITY COMMISSION ATTEMPTS TO PROVIDE MUCH NEEDED GUIDANCE ON CONDUCTING CRIMINAL BACKGROUND CHECKS AND SUBSEQUENT HIRING PRACTICES ..................................................................................................................... 18 B. NOTABLE LEGAL ACTION STEMMING...
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...ASSESSING THE POWER OF PORTER'S DIAMOND MODEL IN THE AUTOMOBILE INDUSTRY IN MEXICO AFTER TEN YEARS OF NAFTA SALVADOR BARRAGAN Master in Business Administration, IPADE Business School, 1996 BSc in Industrial Engineering, Universidad Panamericana, 1994 A Research Project Submitted to the School of Graduate Studies of the University of Lethbridge in Partial Fulfilment of the Requirements for the Degree MASTER OF SCIENCE IN MANAGEMENT Faculty of Management University of Lethbridge LETHBRIDGE, ALBERTA, CANADA © Salvador Barragán, 2005 ii Abstract It has been ten years since the signature of the NAFTA agreement among Canada, U.S., and Mexico. For Mexico, this was a decisive step away from a protectionism model toward a free trade market. One of the main purposes for Mexico in joining NAFTA was to increase the competitiveness of its manufacturing sector, especially the automotive industry. In this paper, Porter’s Diamond Model of national competitiveness and some critiques that attempt to extend the usefulness of the model are analyzed. The Doubled Diamond and the role of MNEs in a host country are both examined through a case study research of the foreign-owned automobile industry in Mexico. The findings of this study show evidence of a broader role of MNEs than in the original framework, as well as the usefulness of the doubled diamond extension to explain alternative sources of competitiveness in early stages of development. iii Acknowledgments...
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