The Benefit Of Using Big Data Essay Discussion

The Benefit Of Using Big Data Essay Discussion

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Hello Nazmi! Great discussion points in your post. In the health sector, it is true to say that big data is important in the creation of prescriptive analysis and utilization of clinical knowledge that has been recently acquired in making suggestions for new innovations. On the matters of disease control and management of risks, this particular big data will have good benefits to the population, now that technological advancement has enhanced data mining necessary the access of real time as you have explained (Thew, 2016)The Benefit Of Using Big Data Essay Discussion. However, you have left out other big data benefits of big data in healthcare such as prevention of avoidable deaths, improving patient experience, and enhancing effective public health surveillance.

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Like any other systems, big data in healthcare cannot go without its associated risks. I am glad that you have succinctly addressed the most important issues in this section. The most common associated risks are the problems of incompliance by the patients and incompetency among healthcare staff (Shilo et al., 2020).  It is true that patient compliance are a major challenge due to the amount of time and effort put into the data gathering and transforming it into knowledge and educating the patient simply for them to not listen or follow the treatment plan. To add on what you have provided in the risk part, rise in patient mortality, high medical costs, and wrong decision makings by policy makers and clinicians (Shilo et al., 2020)The Benefit Of Using Big Data Essay Discussion.

I agree that patient compliance is a critical issue witnessed daily in any healthcare setting despite all the efforts that are made by the health practitioners to address it. Noncompliance is caused by mismanagement of time as a result of various life commitments. Other health related issues like dementia also contribute to inability to perform tasks well due to memory issues as you mentioned. Moral support from close family members and conducting spiritual consultations helps in dealing with patients that find it hard to comply (Dash et al., 2019)

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References

Dash, S., Shakyawar, S. K., Sharma, M., & Kaushik, S. (2019). Big data in healthcare: management, analysis and future prospects. Journal of Big Data, 6(1), 1-25.

Shilo, S., Rossman, H., & Segal, E. (2020). Axes of a revolution: challenges and promises of big data in healthcare. Nature medicine, 26(1), 29-38.

Thew, J. (2016). Big data means big potential, challenges for nurse execs. Retrieved from:https://www.healthleadersmedia.com/nursing/big-data-means-big-potential-challenges-nurse-execs. The Benefit Of Using Big Data Essay Discussion

Benefit of Using Big Data

Big data can be very useful to the healthcare world. Big data can create prescriptive analysis and with the newly gathered knowledge, suggest interventions for an upcoming event. (Thew, 2016). Using big data will benefit the population on a large scale, in regards to risk management and disease control. (2016). With the evolution of data mining, healthcare organizations can have access to data in real time. (McGonigle & Mastrian, 2022). CNEâ€s will be able to have real time data, as opposed to having to wait for end of the year or quarterly reports in order to make decisions. (2016)The Benefit Of Using Big Data Essay Discussion. In other words, CNEâ€s can make real time decisions based on the data collected and spend less time waiting for different data to come in, to make an executive decision.

Risk of Using Big Data

Even with the big data gathering and the information available, there are some challenges that occur in the process. The setback of using big data is some of the unmeasurable issues such as patient compliance, nursing competency, and commitment by the nurses to execute interventions accordingly and as necessary to not interfere with data results. (Thew, 2016). Things like patient compliance are a major challenge due to the amount of time and effort put into the data gathering and transforming it into knowledge and educating the patient simply for them to not listen or follow the treatment plan. The informatics model process of Data-Information-Knowledge-Wisdom model, consists of collecting data, transforming that data into information and knowledge, then turning that knowledge into wisdom (Walden, 2018)The Benefit Of Using Big Data Essay Discussion. Using that model, nurses educate their patients and attempt at increasing prognosis, so when patients become noncompliant, it is a waste of resources and time for the healthcare organization as well as the nursing staff.

Proposing a Strategy

Patient compliance is an issue nurses and other healthcare professionals deal with on a daily basis. Regardless of the effort nurses put into care plans, proper medication administration, therapeutic interaction and communication between nurse and patient, and patient education upon discharge, some patients will simply be non-compliant. Non-compliance can be for several reasons, poor time management due to life, work, children etc, or patients have a medical diagnosis such as dementia that prevents them from being able to execute needed tasks or take medications on time due to memory problems. In my experience, compliance can be impacted with therapeutic communication approach. When one method of communication doesnâ€t work, nurses can attempt a different route, whether that be reminding the patient to set treatment goals, redirecting the patient if they are upset, offering a spiritual consultation from a religious expert, or simply phoning a family member for moral support. These are several methods that nurses use on the floor with their patients when a patient is being uncooperative or isnâ€t compliant with the care plans The Benefit Of Using Big Data Essay Discussion.

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References

McGonigle, D. & Mastrian, K.G. (2022). Nursing informatics and the foundation of knowledge (5th ed.). Jones & Barlett Learning.

Thew, J. (2016). Big data means big potential, challenges for nurse execs. Retrieved from:https://www.healthleadersmedia.com/nursing/big-data-means-big-potential-challenges-nurse-execs

Walden University, LLC. (Producer). (2018). Data-Information-Knowledge-Wisdom [Video file]. Baltimore, MD: Author. The Benefit Of Using Big Data Essay Discussion