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Why does health care data need to be aggregated? In the data aggregation process, what is the impact of using information that is assigned a code as opposed to free text data?

Why does health care data need to be aggregated? In the data aggregation process, what is the impact of using information that is assigned a code as opposed to free text data?

Discussion Question: Data Aggregation in Health care

More data is available in healthcare today than ever before and the need to transform it into actionable information rising. The implication is that data should be utilized to reform healthcare provision and sharing of information for effective decision-making among providers. Data in healthcare requires aggregation because of the benefits that aggregated data provides to healthcare executives and providers (Hjollund et al., 2019). In healthcare sector, providers and organizations create data from interactions with patients where they offer information about their diagnosis, personal details and treatment outcomes and history. The data holds critical importance in offering the best possible treatment interventions to patients and health populations.

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Aggregated data allows healthcare providers to build and maintain trust in data reliability and quality based on research and survey findings on critical healthcare issues. Further, aggregates data helps in development of better health products as it facilitates enhanced knowledge. Good and reliable data ensures that product developers create products that have a perfect fit based on the requirements of a larger populations (Moscatelli et al., 2018). Data aggregation is essential in effective monitoring of healthcare trends as healthcare providers identify possible diagnoses to cope better with the coming circumstances. Aggregation of data assists in maintaining reliability and transparency. Transparency is the foundation that builds trust. Therefore, providers and professionals in the sector must be transparent to develop long-term trust between the system and patients.

Why does health care data need to be aggregated? In the data aggregation process, what is the impact of using information that is assigned a code as opposed to free text data?

Assigning a code to aggregated data is essential as it improves accuracy and reduces possible alterations of facts provided. Therefore, using information that is coded or assigned a code leads to increased accuracy and reliability than free text data which is susceptible to intrusion, alterations, and possible misinterpretation (Tang et al., 2019). Coded data is more secure and cannot be hacked as it requires one to understand the assigned codes to interpret it and use based on their interests.

Also Read: What is the difference between structured and unstructured data? Compare the impact of using structured versus unstructured data.

Reference
Hjollund, N. H. I., Valderas, J. M., Kyte, D., & Calvert, M. J. (2019). Health data processes: a
framework for analyzing and discussing efficient use and reuse of health data with a
focus on patient-reported outcome measures. Journal of Medical Internet Research, 21(5), e12412. doi: 10.2196/12412
Moscatelli, M., Manconi, A., Pessina, M., Fellegara, G., Rampoldi, S., Milanesi, L., … &
Gnocchi, M. (2018). An infrastructure for precision medicine through analysis of big data. BMC bioinformatics, 19(10), 51-61. doi: 10.1186/s12859-018-2300-5
Tang, W., Ren, J., Deng, K., & Zhang, Y. (2019). Secure data aggregation of lightweight e-
healthcare IOT devices with fair incentives. IEEE Internet of Things Journal, 6(5), 8714-8726. DOI:10.1109/ACCESS.2021.3052850

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