Analyze the effectiveness of statistical regression to manage data Statistical regression allows the data manager to essentially crunch numbers to help the user make decisions for the business. The regression will help in making decisions that will affect the business both currently and in the future. Data in many organizations and marketing are used to show how the market is carried out daily and know the kind of progress that they are supposed to expect in the future (Bryman,2017). The regression helps in predicting sales in the near and long term future. The numbers help in understanding the supply and demand of goods in the organization; thus, the business able to make rational decisions on the type of steps they should employ for better operations. Statistical regression helps companies to analyze the data so that they can have a prediction on how sales will look like in the next six to twelve months. The effective of the regression has a significant impact on making new moves on the marketing sector since numbers never lie in statistics. Similarly, it has enabled…
BOUNDARIES OF INNOVATION IMPLEMENTATION IN PATIENT SUPPORT PROGRAM 1. Introduction Modern medicine is continuously looking for new ways to improve patients’ health and quality of life. Continuous improvements in the health care system have increased life expectancy significantly – from the global average age of 45.7 years in 1950 to average age of 72.6 years in 2019 (Roser, Ortiz-Ospina, & Ritchie, 2019). Fast-paced lifestyles, aging society, and an increasing number of chronic conditions challenge health care systems to innovate due to sustaining emerging patients’ needs. Changes in populations’ longevity led to the worldwide pandemic of chronic conditions. Chronic conditions exceed 70 % of all disease burden globally, and it is estimated that chronic conditions are accountable for about 40 % of deaths every year (WHO, 2017) (Harris, 2019) (Ritchie & Roser, 2019 ). Chronic conditions last over an extended period of time. In most cases, these conditions require sophisticated treatment methods. Complicated pharmacotherapy may require co-administration of few medicinal products or unusual drug administration timing. With more complex treatment methods, patients’ will to comply with prescribed treatment decreases. About half of…
Data freezing If a direct marketer does not have the necessary resources to create frozen files for every test sample, the other available option is to create a consumer-friendly data test to support the data freezing activity. Steps to perform these activities are as follows: A particular name of the test should be selected along with consumer data to promote the test A unique key code should be created on the database to mark the chosen consumer names for test promotion A file should be created for each of the names selected to address consumer identification. Later, the file can be sent to the shop for further promotional activities Hence, a record should be selected that includes all the consumer data for further analysis. The file will be called a frozen file. Later, marketers should update the consumer records on the information provided in the database using a unique key code. Hence, the information in the frozen file is further updated.
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big data and data mining Introduction Large amount of data is referred to as big data while the process of extracting that data through various patens is data mining. The process of data collection, analyzing and leveraging patient’s physical and clinical data is referred to as big data. Big data is often processed using a machine learning algorithms or a computer. The information that is derived from big data helps the physicians and the healthcare management to prescribe treatment and make the right decisions with a greater accuracy. It also helps eliminate guesswork while administering treatment and lower cost as well as enhances patients care. Data mining is where large data set is analyzed and patterns discovered and used to predict the possibility of events that might happen in future. Through data mining efficiency is increased and the patient quality of life improved and thus many lives are saved through data mining. One aspect of big data and data mining is the sorting and storing the most important data from huge volumes of data storage in a database and categorizing…
Big Data, Data Mining Aspects, and Informatics in Nursing Introduction From a medical perspective, data collection and data mining play a critical in maintaining useful patient information and more convenient access and extraction. A large amount of data is referred to as big data, while the process of extracting that data through various patens is data mining. The method of data collection, analyzing, and leveraging patient’s physical and clinical data is referred to as big data. Big data is often processed using machine learning algorithms or a computer. The data collection and mining is critical in data mining is essential in the concept of continuity planning in instances such as disaster management. All these activities incorporate the use of advanced technology that is vital in healthcare education. The information that is derived from big data helps the physicians and the healthcare management to prescribe treatment and make the right decisions with higher accuracy (Chu, 2014). Through the use of technical data that is available, it helps in eliminating guesswork while administering medication and lower cost as well as enhances patients…
Data description The data can get described as an interval dataset that encompasses the analysis and measure of scales analyzed in the clinical practices. It is by navigating through the differences of hours and percentages of the exercise with the variables required for analysis (Chair, Thompson & Li, 2007). The dataset has several features, such as measurements and interval differences. The measurements used in the analysis is to show the period taken in the exercises, while interval difference analyzes the difference in time in hours concerning the position. The other feature that can help describe the data is a calculation (Chair et al. 2007). It shows the values of positions in the exercise, and explanations get given concerning the relevant arithmetical analysis. The primary curb of using the data set is that the information obtained gets limited as they provide a measurable description. The assessment process of the patient that deals with questionnaires may provide a bias and false representation of data (Valiee et al. 2016). The data analysis is limited to accuracy as several information gets approximated, such as…
MICROSOFT WORD 2016, A BIG DEAL Let me begin by mentioning that some of the current improvements which have appeared with Microsoft Office 2016 are really exciting. Every writer likes to make use of reliable content as well as sources in his paper, and that’s exactly what Microsoft has introduced in its 2016 version. It has created a new feature in this version called Researcher which is capable of ensuring whatever the content being typed as well as its resources are reliable just in a few steps. This feature is also enables the writer to explore all the materials related to the topic of research right from the inside of the Word and add proper citations to the content, which has been a challenge for the previous versions especially when writing research papers. As if that was not enough, Microsoft has introduced another big deal in this release. A function that I think will have considerable impact in writing my documents. Microsoft has expanded upon the previous spelling and grammar tools, more specific by introducing the Editor feature. This…
Business Management System Globally, campuses are essential tools in the construction of tomorrow’s society and the transmission of democratic values. There is no doubt that this is a fundamental role, and as such, campuses should provide places for training and teaching that are of high quality and comfortable. This is not currently the situation in Manchester Campus. Most campus seats are worn out, and in a dilapidated state, and for these reasons, there is a need for major refurbishment and rehabilitation. Sustainable and cost-efficient refurbishment of these seats will give every student a real opportunity to become aware of energy efficiency as well as comfort. Once experienced, these can translate to a change in their attitudes and behaviors in a more responsible and spirited way (Reyers, and Mansfield, 2001). The project is carried out to improve spaces available for business students. This is to create a better teaching space for the present business students in Manchester by refurbishing and redevelopment of the available facilities. Support to realize this project management has been sourced from the facilities management department at QAHE…
Annotated Bibliography on Data Mining Thesis: Data handlers have benefitted immensely from data mining and should be allowed to continue with their activities as long as they are legal. Rao, Rajinder Singh, and Jyoti Arora. “A survey on methods used in web usage mining.” Int. Res. J. Eng. Technol 4.5 (2017): 2627-2631. The information found on the World Wide Web is rich with the knowledge required for most of the challenges facing the world. However, obtaining information from the internet is not an easy task, and data handlers are needed to help in the required access for the information. Rao and Arora surveyed the methods used in web usage mining where data handlers employ data mining techniques to avail data for potential users from the internet. The article combines the implementation of traditional data mining methods to embrace technology to obtain information from the internet. The researchers identify three classes of knowledge developed through data mining: Web activity obtained from server logs and Web browser activity tracking, Web graph that is derived from the links between the pages and Web content…