Data Analytics

Aggregate Data

Save Time On Research and Writing
Hire a Pro to Write You a 100% Plagiarism-Free Paper.
Get My Paper

The data analyst should use aggregate data to investigate the quality issue. The rationale for using this type of data is that it includes numerical or non-numerical information obtained from different sources and using multiple individuals or measures. Aggregate data provide information for groups instead of an individual patient (Longhurst, Harrington, & Shah, 2014; Weber, Mandl, & Kohane, 2014). The method will allow the analyst to examine information using common aspects to predict the disease course and establish the most effective intervention for the condition.

Retrospective Data Warehouse

The data analyst should use a retrospective data warehouse because of the ability to collect and store data from numerous sources to be used for different purposes within and outside the hospital (McCartney, 2015). The tool enables the collection of data across the organization into a single warehouse for easy and fast retrieval.

Analytic Approach

Save Time On Research and Writing
Hire a Pro to Write You a 100% Plagiarism-Free Paper.
Get My Paper

The most effective analytic approach for the analyst is quantitative analysis. Information such as stroke mortality is numerical and can be collected efficiently using a quantitative approach (Simpson, 2015). The data will also help the analyst to track changes over time, such as to establish whether the rate is increasing or declining.


Casola, Castiglione, Choo, and Esposito (2016) suggested that regardless of the benefits of using electronic health systems, analysts should consider challenges, such as security and privacy risk.

Stiglic et al. (2017) revealed that although electronic health records advance patient care, they depend on data quality and completeness. The use of these sources of data faces the risk of having incomplete records that might negatively affect their use, such as diagnosis of type 2 diabetes mellitus.

Longhurst, Harrington, and Shah (2014) focus on the challenges involved in the collection of data using randomized controlled trials, such as the cost involved. Overall, health care organizations could shift to large-scale retrospective studies to lower the cost.


Calculate your order
Pages (275 words)
Standard price: $0.00
Client Reviews
Our Guarantees
100% Confidentiality
Information about customers is confidential and never disclosed to third parties.
Original Writing
We complete all papers from scratch. You can get a plagiarism report.
Timely Delivery
No missed deadlines – 97% of assignments are completed in time.
Money Back
If you're confident that a writer didn't follow your order details, ask for a refund.

Calculate the price of your order

You will get a personal manager and a discount.
We'll send you the first draft for approval by at
Total price:
Power up Your Academic Success with the
Team of Professionals. We’ve Got Your Back.
Power up Your Study Success with Experts We’ve Got Your Back.
error: Content is protected !!
Open chat
Order through WhatsApp!
You Can Now Place your Order through WhatsApp

Order your essay today and save 15% with the discount code ESSAYHELP23