Analysis of US Health Industry using SAS Visualization Analytics

Running Head: BIG DATA 1
US health department
<Name>
<University Name>

BIG DATA 2
Task 1: Background Information 3
Task 2: Reporting and Dashboard 4
ICU_DAYS and DIAGNOSIS GROUP 4
REGION, RACE, DIAGNOSIS AND DISCHARGED TO 8
TREND, DIAGNOSIS AND PATIENTS NUMBER BY ADMISION DATE 10
HOSPITAL AND PATIENT NUMBER MAP 14
Task 3: Additional Visualizations 15
Task 4: Justification 18
Task 5: Discussions 18
Task 6: Executive summary 19
Task 7: The Reflection (Individual Task) 20
Conclusion 20
References 21
Appendices 22

BIG DATA 3
Task 1: Background Information
Generally, analysis is important for every health organization that has a specific focus in order
to; enhance productivity and, therefore, more efficiency and effectivity, various valuable health
insights are gained, organization’s reputation can be upheld, Health Organizations or business
firms can remain competitive and improve overall performance and operations.
In this assignment, the "READMIT-HISTORICAL" dataset from teradatauniversitynetwork.com
has been considered. The SAS visualization analytics have been used since it has data
visualization that enhances decision-making process as well as communicating the trend and
discovers hidden patterns. The analysis of the health industry of America is important since; it
has become an expensive industry, development, and updating of health strategic plans
addressing health issues and to identify the patient number and Admission dates.
Big Data analysis is key since it is considered as a tool for evaluating quality of service provided
by the health industry in general, huge data of numerous hospitals, (June 2011 – July 2012).
Additionally, visualization of health conditions via SAS Visual Analytics predict the future of
U.S Health Services. These results are useful to US health departments since they are dealing
with the lives of people as well as continual operational improvement is necessary.
Normally, data visualization comes with a wide range of benefits ranging from but not limited to
having a glance to changes exposed within a timely manner, (Yang, Li, & Zhang, 2018). For
example, dashboards can be manipulated to uncover other findings especially hidden factors
affecting the general performance of an organization. This makes the data visualizations better
than static charts which may not have additional interactions except what has been presented. As
a result, people tend to enjoy data visualizations due to its interactive measures that change the
general perception of many analytics, (Hepworth, & C Canon, 2018).

BIG DATA 4
Task 2: Reporting and Dashboard
ICU_DAYS and DIAGNOSIS GROUP

BIG DATA 5
• Acute Myocardial Infarction (AMI) and COPD HIGHEST ICU DAYS for male's region
11.
• Congestive Heart Failure (CHF) HIGHLY DIAGNOSED in region 10 and 11.
• COPD has been identified as the diagnosis group which is least popular disease whereas
Congestive Heart Failure (CHF) is the most popular disease
• Include training of Congestive Heart Failure (CHF) in most learning institutions so that
more doctors can be trained to tackle the disease due to its popularity.
• Deploy more doctors specializing in Congestive Heart Failure (CHF) in Region 10 and
11 than other regions since the disease is highly diagnosed in these regions.
• Health education and promotion programs to target more males than females since they
have Congestive Heart Failure (CHF) and COPD conditions in higher proportions than
their female counterparts.
MOST AND LEAST POPULAR DISEASES
• Under Congestive Heart Failure (CHF), Heart Failure; 85, 138 cases has been identified
as the most popular diseases while disorders of disease electrolyte; 94 cases have been
identified as the least popular disease
• In addition, Pneumonia Organism Unspecified; 31, 245 is the most popular disease under
Acute Myocardial Infarction (AMI) while Bronchopneumonia; 94 is the least popular
disease
• In COPD, Chronic Bronchitis ; 75, 538 has been identified as the most popular disease
whereas Others ; 48 is seen to be the least popular disease.
• Train more doctors to specialize in Congestive Heart Failure (CHF), Pneumonia
Organism Unspecified and Chronic Bronchitis since they are considered to be the most
popular diseases affecting the US general populations.

BIG DATA 6