Data Analysis On Data Analytics - 1270 Words

Problem Area An important area for growth in the health sector over the past few decades has been the adoption of Electronic Health Records (EHRs) aimed at improving patient outcomes and enhancing hospital efficiency. Historically, hospital data has been stored in hard copy format, however, with EHRs the availability data from various sources becomes widely available. And in this digital age, data is integral to our healthcare as it likely holds the promise of supporting a wide range of medical and healthcare functions. This of course identifies the need to effectively understanding and build knowledge around data analytic techniques to transform healthcare data into meaningful outcomes. There is an abundance of data, yet, the†¦show more content†¦This research design is appropriate because the responses of the participants and observation will lead to assessing the need and usefulness of data analytical capabilities in hospital settings. Sampling and Participants A purposeful sample will be selected for this study due participant’s expertise in their respective fields. This will provide more meaningful data relevant for this research. Participants recruited will all be within the same hospital. Recruiting will start with an email sent to prospective department managers asking if they would be interested in participating in a research study regarding the data analytics and how it relates to their departmental day-to-day activities. Departments that agree to participate will be contacted and a convenient time for initial interviews will be set-up. Following the interview, department workflow observations and document analysis will be carried out at the convenience of the departments This being a qualitative study, a small and selective sample of 15 departments will be selected due to the depth of the research. The following inclusion and exclusion criteria will be used to acquire the purposeful sample. Inclusion Criteria †¢ Department reliance on EHR †¢ Departments that produce or use large quantities of data †¢ Department staff that actively deal with data †¢ Departments with minimum of 6 staff (toShow MoreRelatedData Analytics And Analysis : Data Science1619 Words   |  7 PagesData analytics and analysis are often used in conjunction with one another, and can be applied in variety of situations, enterprises, and domains. Data analytics and analysis often fall under the umbrella of data science, which is the discipline associated with structured and unstructured data [1]. However, there are altering views of what each term represents, as well as how they are interrelated. One source describes analytics as a subset of analysis, with analysis being the larger entity [2].Read MoreAnalysis Of Big Data, Data Mining, And Data Analytics Essay1080 Words   |  5 Pagesto get the most accurate consumer data to create advertising and marketing plans. Today marketing is more personalized, immediate, and accurate than it ever has been before. The gathering and organizing of this data into useful insights is something that has interested me for quite some time. After I earn my degree, I would love to work for a company helping analyze and sort their market data either through consulting or in house work. Taking thousands of data bits to find patterns in consumerRead MoreBig Data And Analytics Analysis1316 Words   |  6 Pages BIG DATA AND ANALYTICS: The emergence of new technologies, applications and network systems makes it hard to run the current business models and huge data types, and thus emerged various types of analytic tools like Big Data, which make this work easier by way of proper organization of data. Big Data is all about analyzing different forms of data (Structured, Semi-structured and Un-structured) and it is not about the procedure, creation or consumption of data. Definition of BigRead MoreBig Data And Analytics Analysis1760 Words   |  8 Pages BIG DATA AND ANALYTICS: The emergence of new technologies, applications and network systems makes it hard to run the current business models and huge data types, and thus emerged various types of analytic tools like Big Data, which make this work easier by way of proper organization of data. Big Data is all about analyzing different forms of data (Structured, Semi-structured and Un-structured) and it is not about the procedure, creation or consumption of data. Definition of BigRead MoreStatistical Analysis : The Big Data Analytics1399 Words   |  6 PagesThe big data analytics deals with a large amount of data to work with and also the processing techniques to handle and manage large number of records with many attributes. The combination of big data and computing power with statistical analysis allows the designers to explore new behavioral data throughout the day at various websites. It represents a database that can’t be processed and managed by current data mining techniques due to large size and complexity of data. Big data analytic includesRead MoreData Analytic Analysis Paper Example1011 Words   |  5 PagesUnderstanding my chosen path†¦ thinking back Thinking back to the day the application to SNHU for this Data Analytics Program was submitted, it was months of weighing options before the final decision to take the plunge. There were a few reasons to why this program was chosen. Career growth was definitely the first reason for this motivation. The realization of a need to find a professional ‘me’ was the decision maker. Seeking something interesting yet challenging was the goal. Realizing that callingRead MoreAnalysis Of Big Data And Analytics Systems1576 Words   |  7 PagesBig Data and Analytics systems are fast emerging as one of the most critical system in an organization’s IT environment. But with such a huge amount of data, there come many performance challenges. If Big Data systems cannot be used to make or forecast critical business decisions, or provide insights into business values hidden under huge amounts of data at the right time, then these systems lose their relevance. This article talks abo ut some of the critical performance considerations in a technologyRead MoreWeb Analytics Analysis And Reporting Of Web Data For Purposes Of Understanding And Optimizing Web Usage Essay1801 Words   |  8 PagesWeb analytics is the measurement, collection, analysis and reporting of web data for purposes of understanding and optimizing web usage. It is used to enable a business to attract more visitors, retain or attract new customers for goods or services, or to increase the dollar volume each customer spends. Web analytics is often used as part of customer relationship management analytics. The analysis can include determining the likelihood that a given customer will repurchase a product after havingRead MoreManaging Business And Research Data Is A Big Trend Right Now1566 Words   |  7 PagesIBM Watson Analytics Shreya Prabhu, San Jose State University, San Jose CA Abstract Managing business and research data is a big trend right now. In the dearth of skilled data analysts and data scientists as to the ever increasing need of managing and analyzing data, it is the need of the hour to search for tools and solutions that can achieve big data analysis. IBM Watson Analytics gives tools to access data in an easy way and enables users to do truly complex analytics in minutes on tasks whichRead MoreThe Big Data Related Activities1487 Words   |  6 PagesThe world is changing with respect to the growth in big data and to the way in which it is used. Growth in big data brings with it many challenges, but it also presents new opportunities. Figure 1, helps understand some of the big data related activities that are taking place in the world with respect to volume of data that is being consumed by these activities over the next 5 years. Fig. 1: Data is predicted to grow to more than 160,000 terabytes in the next 5 years. Apple was Teradata’s â€Å"fastest

Physical Activity Has A Strong Influence On The Health And...

â€Å"Health In Motion† Program Report KINE 4646 Charisse Manalili 210748614 Engaging in physical activity has a strong influence on the health and wellbeing of every individual and can reduce the risks of many chronic diseases such as cardiovascular disease, diabetes and hypertension. Although physical activity cannot reverse the progression of chronic diseases once they begin, it can surely reduce the rate of it’s development but is dependent of one’s lifestyle and engagement in physical activity. It is fact that with age there are a number of physiological and cognitive changes that take place within the body, with some appearing earlier than others. It is understood that losing strength, developing disease, and losing energy are simply a part of the natural aging process (Camicioli et al, 1997). But with the growing number of studies that focus on exercise and life span, body fat loss, increasing strength, and reducing the incidence of certain diseases, through regular exercise over the years, it is becoming clear that inactivity - not aging per se, is one of the primary reasons for most, if not all, types of chronic diseases (Lamy, 2012). However, it is an ongoing challenge to encourage the aging population to engage in physical activity. This may be because of lack of motivation, fear of injury, or lack of time to name a few. Nevertheless, that does not mean that all individuals who make up the aging population – those ages 65 and over – are inactive. TheShow MoreRelatedThe Government And Health Care1543 Words   |  7 Pagesexplosion in health care prices today. In an article titled â€Å"Spending in Health Care† James L. 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Many people thinks that, seeking psychological help as a disgrace. Demographic factors and individual attitudes also affect the willingness of the person towards seeking psychological help. The level of education has considerably reduced the stigma related with seeking psychotherapy from psychologists. In this research activity, we will investigate the factors

Defining Race and Ethnicity free essay sample

Whether this definition is accurate or not, this is what the terms race and ethnicity mean to me: Race is a term that describes a group of people with similar descent. I believe race is determined physical specifications such as color, language, eye shape, or even things such as blood types. Human beings as a whole are described as the human race; I believe this to be an accurate definition as human beings (despite color, language, or any other physical characteristics) are all the same. Genetically speaking, we are all made up of the same parts.The term race is an all- encompassing statement used to define a large group, overall. Ethnicity defines the background of a particular person or thing. This term encompasses many backgrounds and associations. Foods can be ethnic if they originate or are commonly consumed in a specific country or region. The same applies to human beings. We will write a custom essay sample on Defining Race and Ethnicity or any similar topic specifically for you Do Not WasteYour Time HIRE WRITER Only 13.90 / page Ones ethnicity may be determined by his or her birthplace, religion, of beliefs. Ethnicity does not define physical characteristics, but rather backgrounds and traits. The United States is a melting pot.This country is made up of thousands and thousands of different people from different places. The USA is home to many ethnic backgrounds; however, the population (In my opinion) is a single race. We are all humans, as I have previously stated. Although our ethnic backgrounds may differ in many different ways, all in all, we are one race. This is important to bear in mind. Heritage should always be recognized, as It typically Is In the United States. But acknowledging the vast backgrounds that exist In this country Is the most Important concept of all.

Is Salieri the Protagonist or Villain of the Play free essay sample

Misunderstanding Galleries role in the play Amadeus has many functions. Not only does he, in a sense, narrate the play, but his persona and identity could also claim him title of tragic hero, or even that of the protagonist. How his character is perceived by individuals In the audience, or even through different parts of the play, could suggest that his role doesnt actually have a permanent fixture. Is It possible that he manipulates the change of his own character, as he manipulates the life of Mozart? And Is Saltier, himself, even aware of this change that Invokes his actions?Saltier and the Eventually are the only characters in the play who seem to ever communicate, directly, with the audience, which sways us towards the Idea of Sealers being considered as a narrator of the play, yet, the fixation on Sealers and his life In this play (even If his life Is fixated on Mozart), suggests otherwise. We will write a custom essay sample on Is Salieri the Protagonist or Villain of the Play? or any similar topic specifically for you Do Not WasteYour Time HIRE WRITER Only 13.90 / page Sealers Is clearly more fitted to the definition of ;protagonist, than Mozart character; the play focuses on how Sealers feels about the negative effects Mozart has had on his life, and secondly, we hear private thoughts on the occurrences, through Saltier, and rarely Mozart.Furthermore, as Saltier helps to narrate the play, the thought of him being the protagonist becomes more convincing. Like many novels and plays that are written in first person, that character is often then perceived as the protagonist. As readers or viewers, we are able to have a closer connection with that character, thus, are more inclined to feel empathy for them when in dispute, whether or not theyre wrong or right. Although Galleries character is seemingly cunning and evil, he doesnt lack empathy from the audience. As well as being the character we make the first and strongest connection with, theNay he feels about Mozart could represent how many people feel and may think about acting when they find themselves in a similar situation. Knowing about someone who is naturally more talented at something you find is a passion of yours, can be frustrating. But knowing someone personally who is able to overshadow your own attempts, as you can imagine, must be unbearable. However, as Saltier has this connection with the audience, and too, has the fatal flaw of mediocrity, he could also be seen as a t ragic hero; but is this a title that could be better fitted to Mozart such as the Gods instrument?Who the protagonist is, in this case, of a play, Is usually dependent on how well the audience is able to relate to the character. People often relate to the under-dog, that are able to prove themselves as worthy, despite obstacles or other aspects that get in their way of what they wish to achieve. But, an Important quality protagonists must have, and one that Saltier undoubtedly possesses Is an understandable flaw, Like that of a tragic hero. Although In quite a high position, In the music business, Sealers seems to be more than aware that his ability Is not something that can even be compared to Mozart talent, something thatSealers describes as hearing [the] voice of God. Regardless of his lack of ability to make miraculous music, as Mozart did without correction, Sealers does not necessarily not achieve anything worthy of a title. Mediocrity is often seen quite negatively, despite it being in the definition of the word itself, mediocre. This is not particularly bad, nor particularly good. Saltier appoints himself the position of the patron saint of mediocrity. Although not fulfilling the desire of the position he connect with him, and possibly see him as a figure of fictional-authority.In the case f Mozart however, we can clearly see he is not a character that fits the position of the protagonist. In fact, when speaking in terms of the protagonist, he seems to be almost the opposite of Saltier. We never really have much of an opportunity to form a bond with Mozart, like we do Saltier, so the extent to which our feelings for him are able to travel, could be considered a limp throw in comparison to the life-long Orkney we take with Saltier.We can feel sympathy for what happens to Mozart, and the unfortunate events that he encounters, however, because of his immaturity and lack of understanding, were not able to feel empathy for him. Indubitably, Mozart has flaws, yet are less understandable and more fatal; his immaturity and ignorance of others feelings, are something that could be easily be changed, or worked on, in comparison to Galleries innate faults. For example, the originally praised march that Saltier composes for the arrival of Mozart, is ironically, destroyed by Mozart not soon after his arrival. Mozart refers to Galleries composition as a Jolly little thing, without the means of insulting him. Yet, because of the lack of Mozart social skills, he does so unknowingly, which also denies Saltier the right to respond with an equally insulting comeback. Howbeit, the talent for music that Mozart possesses, almost dehumidifies him, so the importance of social interaction doesnt necessarily apply to Mozart. Whether or not he would have had less of a tragic ending if he was able to have a more mature and sympathetic relationship with other characters, is a question that remains unanswered.Would Saltier still be able to manipulate Mozart to the point of death, if Mozart wasnt so naive? Or would Mozart be mature enough to take himself to an ending that wasnt such a fatal outcome? Despite these questions, Mozart was a character who had an obvious fatal flaw, but also was endowed with the ability to make God-like music, which allows him to be the tragic hero of the play. Saltier, on the o ther hand, was an average man that composed equally average music, but seemed to be the only one who really understood the great quality of Mozart work, thus the one most savagely wounded by it. . Although No the protagonist appears to be, is quite clear, whether or not Saltier can also be considered the villain of the play isnt so obvious. Despite greatly affecting the speed at which Mozart downfall occurs, its not to say, that Mozart wouldnt have eventually came to such an end, by himself. In The Marriage of Figaro, Mozart writes in a dance, during the opera, despite His Majesty [had] expressly forbidden ballet in his operas. Saltier had been, yet another time, the works behind this event by informing Rosenberg, who physically removes the dance from the manuscript.Despite having the encounter with Rosenberg, Mozart still insists that this is Galleries idea! , and indeed it was. Yet, the reasoning behind Galleries want to destroy Mozart can be Justified, which makes him seem less villainous despite still being the main cause of Mozart downfall. What Saltier primarily desires, isnt something at all evil; e wished to be Gods gift. Yet, due to a turn of events, this initially religious and holy desire, becomes something very evil and twisted.As a result of this, Galleries character is seemingly evil, yet only through a positive characteristic; determination. If we, as an audience, didnt find it so easy to relate to Saltier, the thought of him being a villain, would be quite accurate. However, as we can connect to Saltier so well, definite title, if it means, that we too, are partially that. Saltier is no doubt the protagonist of this play; we best connect with his character as we can relate to his Nay of acting and understand why he takes the actions that he does.Despite some of the less pleasant of his doings, he never acts without reason, so we find it hard to form a disliking for him, from this reason alone. Furthermore, as he speaks directly to the audience, we feel that he interacts with us as well as the characters in the play. Vet, he is unable to be defined as villain or a tragic hero, purely because the way he acts isnt intentionally or completely evil, yet neither does he have omnipotent traits or boundless abilities, like that of Mozart. His downfall, however, could be considered equally as tragic.