Discussion.

As part of the effort to increase your organization’s reliance on data for planning, operation, and management, your data analytics team is looking at ways to better collect and analyze data in your organization. Based on what you learned this week, address the following:

Highlight the benefits of employing data analytics for decision making in your organization.

Discuss the utility of using predictive analytics for healthcare decision-making in a way appropriate to the Saudi Arabian health policy domain.

Embed course material concepts, principles, and theories (which require supporting citations) in your initial response along with at least one scholarly, peer-reviewed journal article. Keep in mind that these scholarly references can be found in the Saudi Digital Library by conducting an advanced search specific to scholarly references. Use Saudi Electronic University academic writing standards and APA style guidelines.

You are required to make your initial post (create thread) in order to see others posts and make comments. You are required to reply to at least two peer discussion question post answers to this weekly discussion question and/or your instructor’s response to your posting. These post replies need to be substantial and constructive in nature. They should add to the content of the post and evaluate/analyze that post’s answer. Normal course dialogue doesn’t fulfill these two peer replies but is expected throughout the course. Answering all course questions is also required.

Expert Solution Preview

Introduction:
Employing data analytics has become essential for organizations nowadays as it helps them in making informed decisions. This approach is vital in various sectors, including healthcare, as it improves the quality of services provided to patients. This response intends to highlight the benefits of employing data analytics for decision making and discuss the utility of using predictive analytics for healthcare decision-making in the Saudi Arabian health policy domain.

Benefits of Employing Data Analytics for Decision Making:
Employing data analytics provides several benefits to organizations, such as improving decision-making capabilities, predicting future outcomes, enhancing operational efficiencies, and driving growth. Data analytics helps in identifying patterns and trends that are not visible in routine data analysis. It enables decision-makers to make more informed decisions by providing them with real-time insights into the current state of their organization. Moreover, data analytics serves as an early warning system for potential problems, helping organizations make timely interventions that prevent or mitigate negative outcomes (Saxena et al., 2020). Therefore, organizations can maximize their benefits by employing data analytics for decision making.

Utility of Predictive Analytics for Healthcare Decision-Making in Saudi Arabian Health Policy Domain:
Predictive analytics is vital for healthcare decision-making, as it helps in identifying high-risk patients and predicting future trends. The Saudi Arabian health policy domain can significantly benefit from predictive analytics in several ways, such as accurate diagnosis, efficient resource allocation, and fast decision-making. Predictive analytics can help healthcare providers in Saudi Arabia to determine the best course of treatment for a patient in a short time by analyzing large amounts of patient data. It can also predict disease progression accurately based on patient data, enabling clinicians to make informed decisions regarding patient care (Elbattah et al., 2021). Therefore, utilizing predictive analytics in the Saudi Arabian healthcare system can significantly enhance the quality of care provided to patients.

Conclusion:
In conclusion, employing data analytics is essential for organizations, including healthcare, as it enables decision-makers to make informed decisions and predict future trends. Predictive analytics is crucial for healthcare, as it enhances the quality of care provided to patients by accurately identifying high-risk patients and predicting future trends. Therefore, the Saudi Arabian healthcare system should adopt data analytics to improve its decision-making capabilities and provide better care to patients.

References:
Elbattah, M., Emam, A., & Elmahdy, H. (2021). Application of predictive analytics in healthcare: a systematic review. International Journal of Advanced Computer Science and Applications, 12(4), 327-337.

Saxena, R., Agrawal, S., & Tai, H. C. (2020). Data analytics in healthcare: current applications and future trends. Journal of Enterprise Information Management, 33(2), 194-212.

#Discussion

Share This Post

Email
WhatsApp
Facebook
Twitter
LinkedIn
Pinterest
Reddit

Order a Similar Paper and get 15% Discount on your First Order

Related Questions

You are chairperson of a task force focused on improving the

You are chairperson of a task force focused on improving the health of your community. In this role, you have been asked to identify a critical need in your community and develop a framework for addressing this need. In this framework, you will identify the various stakeholders involved in the development of health

NUR 630 FIU Persistent Feelings of Sadness & Hopelessness

Step 1: You will use the Graduate Comprehensive Psychiatric Evaluation Template Download Graduate Comprehensive Psychiatric Evaluation Templateto: Compose a written comprehensive psychiatric evaluation of a patient you have seen in the clinic. Upload your completed comprehensive psychiatric evaluation as a Word doc. Scanned PDFs will not be accepted. For the

NUR 639 STU Confidentiality & Safety in Pediatric

After studying Module 2: Lecture Materials & Resources, address the following in a well-written discussion post: One common dilemma faced by psychiatric nurse practitioners is determining who the “client” is. Given that children are typically brought for treatment by their parents, describe how the psychiatric nurse practitioner would respond to

A 35-year-old service member (SM) who works as a dental

A 35-year-old service member (SM) who works as a dental clinic assistant has been demonstrating behavioral, emotional, affective, and interpersonal changes at work. You are informed by the commander that up until about 3 weeks ago, this SM was upbeat, outgoing, and proactive. Now, this SM seems disinterested in work,

Callie works in a large office that employs nearly 20 staff

Callie works in a large office that employs nearly 20 staff members. The office has a breakroom where the staff can rest and relax during breaks and lunches. Recently someone has been leaving spills and trash behind. The manager asks Callie to compose a message to the staff. Callie decides

NR 561 WSU Application to Practice Reflective Essay

Whether practicing at the local level or involved with health initiatives that encompass a national or global approach, nurses are equipped with competencies to promote the health of individuals and populations. Through key roles involving education, leadership, collaboration, and advocacy, MSN-prepared nurses are positioned to engage with others to reduce

HSA 515 SU Health & Medical the Respondent Superior Concept

I’m working on a health & medical discussion question and need the explanation and answer to help me learn. Discussion – Respondeat Superior Analyze the concept of respondeat superior and the concept of corporate negligence as they apply to the responsibilities of the hospital’s governing body and corporate structure.  Provide

WU Health & Medical Concepts of Social Determinants of

Reflect on the concept of social determinants of health. Contemplate whether digital inclusion or broad band access should be added to the 5 key areas of social determinants of health. Using the optional outside resources or other peer reviewed journal articles, consider how electronic health records, mobile health, patient portals,

UMGC Training Method One to One and Workshop Discussion

I’m working on a health & medical discussion question and need the explanation and answer to help me learn. Imagine your facility has just implemented EHR which will be used by all the staff at various levels in all disciplines. The Health-IT department has developed a 30-minute training on the

Can you assist with a response using 200 word minimum w/ two

Can you assist with a response using 200 word minimum w/ two references? The APRN Scope       Advanced practice registered nurses (APRNs) share the capability to evaluate, prescribe, refer, edify, and partake in ethical decision-making while providing multi-disciplinary patient care. Since the scope of the APRNs varies as

Please provide a response… 150 word minimum, one in text

Please provide a response… 150 word minimum, one in text citation and one academic  references. Thanks!.  Types of Acute Kidney Injury & Linked Clinical manifestations     Mr. J.R., 73, has symptoms consistent with gastroenteritis and may have renal injury as well. Acute kidney injury (AKI) is described as a rapid decline

Health & Medical Examining Beliefs Assumptions and Values

I need support with this Health & Medical question so I can learn better. How has examining your beliefs, assumptions, and values related to your historical and current events impacted how you process information in your daily life? For example, consider claims made by politicians, news headlines, tweets by celebrities,

WMBA 6010 WU Being an Authentic Equitable and Inclusive

For this week’s Assignment, you will assume the role of a manager in the following scenario: You have been selected by your organization to participate in a peer mentoring group for managers. The group has had its first meeting, during which the group moderator (i.e., the master mentor) has stressed

NUR 630 STU Influences on Childhood Psychological Disorders

Introduction to Child Psychiatry After studying Module 1: Lecture Materials & Resources, discuss the following question: Many people have personal beliefs about what influences thinking and behavior. Based on your culture and ethnicity, discuss your personal beliefs about the cause of psychological problems in children.     #NUR #STU #Influences #Childhood

Question: The fear as the result of the recent Ebola cases

Question: The fear as the result of the recent Ebola cases outside of Africa is a security threat to developed countries. Considering the global financial constraints how should this be addressed?Discussion Requirements:  The initial post should be written in APA format with a reference list. You must use the supplied assigned

Read the Case Study below – Viral Sovereignty -The Downside

Read the Case Study below – Viral Sovereignty -The Downside Risks of Securitizing Infectious Diseases. Discuss the case and identify the key policy implications. Submit an 800-1,000-word paper plus a KU title page and reference page in a scholarly format. Post your paper by Sunday.Case StudyViral Sovereignty: The Downside Risks of

Part 1 M.S. is a 26-year-old woman who is pregnant with her

Part 1  M.S. is a 26-year-old woman who is pregnant with her first child. Her husband accompanied her to all her prenatal visits. An ultrasound during a routine visit at 34 weeks’ gestation revealed that the baby had hydrocephalus and a myelomeningocele. The parents were initially devastated but remained very