Big Data Analytics Essay Assignment

Big Data Analytics Essay Assignment

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Type	Essay
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Perfect Number of Pages to Order	5-10 Pages

Description/Paper Instructions

Big Data Analytics Essay Assignment

 

Running head: BIG DATA ANALYTICS 1

BIG DATA ANALYTICS 4

Big Data Analytics

Student’s Name

Institutional Affiliation

Big Data Analytics

How big is big data for Discovery Health?

The discovery health serves to around 2.7 million people. It produces a lot of data and the results in the daily basis. This data is very big and it comes from anywhere from the organization. It is a large set of data which is either analyzed using the computer programs in order to give the patterns, association and the trends, that are relating to the different human behavior presentable at the healthcare. The example of where the data comes from is the social networks, medical records, biochemical experiments, sensor network, and the scientific research among others. These data is huge and it cannot be analyzed and processed by the traditional database.

What big data sources did Discovery Health use for their analytic solutions?

There are various big data sources that Discovery Health uses for its analytical solutions. First is the data from the claims of the members. This is the data is collected from the patients during the consultation process. Secondly is the data from the admission at the hospital. This is the data that is collected at the reception before consultation takes place. Thirdly is the billing data which is comprised of all the information about the any bills at the organization. Fourthly is the data from the pharmacy. This data contain all the information concerning the prescription of the medicine from the doctor. To mention a few, lastly is the laboratory result from the test which are taken from the each patient that visit the healthcare.

What were the main data/analytics challenges Discovery Health was facing?

There are different kind of challenges that are being faced by Discovery Health. Among them we have the data volume. This is a challenge is related to the capability of capturing, storing, and processing the huge amount of data in a timely duration. The challenge is a result of the limited time capturing the data processing together with storing it.

Besides, we have problem of data integrity. Difficulties are being experienced in combining the data quickly as it is also expensive. In addition, we also the data governance challenges. This challenge deals with security, privacy and access of the data. It includes the overall management of the data together with how it is being used. In the current world, there are different advance insecurity at the data. This brings a major challenge to the organization in protecting the data.

Furthermore, we have the challenge of skills availability. Most of the employees who are employed at the healthcare are either illiterate or lack the enough skills for the operation of the devices that are carting the different big data. Lastly is the challenge of the data processing capabilities. Data is not processed in the required speed as it captured hence challenge to the organization.

What were the main solutions they have produced?

However, these challenges can be provided solution for. Among the solutions to be used is empowering the employees together with evangelizing. This includes training the employees together will all the users on how to deal with big data. Besides, the big data and the systems being used can be simplified to the users. Lastly is the integration of the big data systems with the old ones. This will facilitates the smooth transition together with learning the system.

What were the initial results/benefits, and what additional benefits do you think Discovery Health may realize from big data analytics in the future?

The big data analytic is of great benefit to the Discovery health as it helps in the making of the inform decisions that led to the better health together with the improved quality. Besides, it enable the collection of the enough data which gives a better understanding of the patients’ needs hence improved patients satisfactions.

Reference

Chapter 13: Discovery Health Turns Big Data into Better Healthcare

R

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head:

BIG DATA ANALYTICS

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Big Data Analytics

S

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s Name

Institutional Affiliation

Running head: BIG DATA ANALYTICS 1

Big Data Analytics

Student’s Name

Institutional Affiliation

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