The Benefits Of Using Big Data Essay Discussion

Post a description of at least one potential benefit of using big data as part of a clinical system and explain why. Then, describe at least one potential challenge or risk of using big data as part of a clinical system and explain why. Propose at least one strategy you have experienced, observed, or researched that may effectively mitigate the challenges or risks of using big data you described. Be specific and provide examples. The Benefits Of Using Big Data Essay Discussion

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The use of big data has gained immense popularity in healthcare due to its ability to improve efficiency in various aspects of service delivery. One potential benefit of using big data in clinical systems is the ability to identify patterns or trends in patient data which can be used to improve medical decision-making and patient outcomes. The analysis of large volumes of data from various sources such as the electronic health records, and other critical sources of patient data, healthcare providers can gain valuable insights into disease progression, treatment effectiveness as well as potential risk factors.

As opposed to the conventional and traditional methods, big data analytics can help healthcare professionals in identifying correlations between various factors and patient outcomes. For example, analyzing data from a large patient population could reveal that certain markers are associated with a higher risk of developing a particular disease or that a specific treatment is more effective for a certain subgroup of patients. For instance, according to Fernandes et al., (2022), majority of cases of cervical cancer are caused by human papillomavirus. This data helps to show a correlation between cervical cancer and HPV and this has been facilitated by the use of big data The Benefits Of Using Big Data Essay Discussion

Potential Challenge or Risk of Using Big Data in Clinical Systems

One potential challenge of using big data in clinical systems is that of ensuring data privacy and security (Lv & Qiao, 2020). With the huge amount of sensitive patient information that is collected and analyzed, there is an increased risk of data breaches, unauthorized access, as well as misuse of personal health information. The challenge poses a threat to patient confidentiality and also undermines trust in healthcare institutions and the integrity of the healthcare system as a whole.

Healthcare data is vulnerable to cybercriminals, who may seek to exploit vulnerabilities in clinical systems to gain unauthorized access and steal sensitive information (Hoffman, 2020)The Benefits Of Using Big Data Essay Discussion. In addition, even unintentional data leaks can have serious consequences for patients, healthcare providers or even organizations which can lead to legal and regulatory penalties or even reputational damage.

Proposed Mitigation Strategy

One effective strategy to mitigate the risks of data breaches and ensure data privacy and security is to implement robust access controls. Encryption of data involves encoding data to make it unreadable to unauthorized users, thereby protecting it from theft (Ramachandra et al., 2022). Controlling access on the other hand, restricts access to sensitive data to authorized personnel only.

Healthcare organizations can encrypt patient data using strong encryption algorithms to prevent unauthorized access, even if the unfortunate event that data is intercepted or stolen. In addition, implementing role-based access controls can ensure that only authorized healthcare professionals can access patient information hence, reducing the risk of unauthorized access. The Benefits Of Using Big Data Essay Discussion

 References

Fernandes, A., Viveros-Carreño, D., Hoegl, J., Ávila, M., & Pareja, R. (2022). Human papillomavirus-independent cervical cancer. International Journal of Gynecologic Cancer, 32(1).

Lv, Z., & Qiao, L. (2020). Analysis of healthcare big data. Future Generation Computer Systems, 109, 103-110.

Hoffman, S. A. E. (2020). Cybersecurity threats in healthcare organizations:: exposing vulnerabilities in the healthcare information infrastructure. World Libraries, 24(1).

Ramachandra, M. N., Srinivasa Rao, M., Lai, W. C., Parameshachari, B. D., Ananda Babu, J., & Hemalatha, K. L. (2022). An efficient and secure big data storage in cloud environment by using triple data encryption standard. Big Data and Cognitive Computing, 6(4), 101. The Benefits Of Using Big Data Essay Discussion