Facets Accumulator Synchronization: Enhancing Healthcare Financial Management


International Research Journal of Economics and Management Studies
© 2023 by IRJEMS
Volume 2  Issue 1
Year of Publication : 2023
Authors : Mr. Vijaya Bhaskara Reddy Mekala
irjems doi : 10.56472/25835238/IRJEMS-V2I1P141

Citation:

Mr. Vijaya Bhaskara Reddy Mekala. "Facets Accumulator Synchronization: Enhancing Healthcare Financial Management" International Research Journal of Economics and Management Studies, Vol. 2, No. 1, pp. 314-324, 2023.

Abstract:

The subject of healthcare financial management systems has expanded greatly through the rise of improved information technology, but certain difficulties have arisen while handling it. The research focus of this work is on a novel method named Facets Accumulator Synchronization (FAS), which tries to make healthcare financial data processing more accurate and faster. FAS targets the coordination of accumulators in Facets, a healthcare administration software that accumulates data on service usage and expenses. The solution aims at solving persistent problems like accumulator mismatches, real-time data latency, and integration issues of the providers, payers, and third parties’ systems. FAS achieve real-time synchronization and the ability to audit by incorporating computational and distributed ledger systems and using cloud-based APIs. An analysis of one of the large hospitalises has proved the effectiveness of FAS, where 35% less time was spent on claim rework, and 28 percent more accurate audits have been noted. In terms of simulation and evaluation, this work proves that FAS has the ability to revolutionise the financial processes of healthcare units and related regulations.

References:

[1] Kudyba, S. P. (2010). Healthcare informatics: improving efficiency and productivity. CRC Press.
[2] Chen, M., Ma, Y., Li, Y., Wu, D., Zhang, Y., & Youn, C. H. (2017). Wearable 2.0: Enabling human-cloud integration in next-generation healthcare systems. IEEE Communications Magazine, 55(1), 54-61.
[3] Kuo, T. T., Kim, H. E., & Ohno-Machado, L. (2017). Blockchain distributed ledger technologies for biomedical and health care applications. Journal of the American Medical Informatics Association, 24(6), 1211-1220.
[4] Mettler, M. (2016, September). Blockchain technology in healthcare: The revolution starts here. In 2016 IEEE 18th international conference on e-health networking, applications and services (Healthcom) (pp. 1-3). IEEE.
[5] Rajkomar, A., Dean, J., & Kohane, I. (2019). Machine Learning in Medicine. New England Journal of Medicine.
[6] Zhang, P., White, J., Schmidt, D. C., Lenz, G., & Rosenbloom, S. T. (2018). FHIRChain: applying blockchain to securely and scalably share clinical data. Computational and structural biotechnology journal, 16, 267-278.
[7] Olorunyomi, T. D., Sanyaolu, T. O., Adeleke, A. G., & Okeke, I. C. (2024). Integrating FinOps in healthcare for optimized financial efficiency and enhanced care. International Journal of Frontiers in Science and Technology Research, 7(2), 20-28.
[8] Carmo Filho, R. D., & Borges, P. P. (2024). Financial management, efficiency, and care quality: A systematic review in the context of Health 4.0. Health Services Management Research, 09514848241275783.
[9] Karia, A. N., Jadhav, J. L., Thombare, P. S., Dalvi, A. G., & Praveen, P. (2024). Financial Management Practices in Public Health: Enhancing Sustainability and Accountability. South Eastern European Journal of Public Health, 23, 135-145.
[10] Gapenski, L. C., & Pink, G. H. (2015). Understanding healthcare financial management. Chicago, IL: Health Administration Press.
[11] Paterson, M. A. (2014). Healthcare finance and financial management: Essentials for advanced practice nurses and interdisciplinary care teams. DEStech Publications, Inc.
[12] Sedevich-Fons, L. (2014). Financial indicators in healthcare quality management systems. The TQM Journal, 26(4), 312-328.]
[13] Mekala, V. B. R. (2024). Optimizing Claims Management: The Role of Facets Accumulator Synchronization in Real-Time Data Accuracy. Journal of Artificial Intelligence General Science (JAIGS) ISSN: 3006-4023, 6(1), 679-685.
[14] Dashkevich, N., Counsell, S., & Destefanis, G. (2024). Blockchain financial statements: Innovating financial reporting, accounting, and liquidity management. Future Internet, 16(7), 244.
[15] Jajarmi, A., Hajipour, M., & Baleanu, D. (2017). New aspects of the adaptive synchronization and hyperchaos suppression of a financial model. Chaos, Solitons & Fractals, 99, 285-296.
[16] Kinniment, D. J. (2008). Synchronization and arbitration in digital systems. John Wiley & Sons.
[17] Dick, C., Harris, F., & Rice, M. (2000, April). Synchronization in software radios. Carrier and timing recovery using FPGAs. In Proceedings 2000 IEEE Symposium on Field-Programmable Custom Computing Machines (Cat. No. PR00871) (pp. 195-204). IEEE.
[18] Sbarski, P., & Kroonenburg, S. (2017). Serverless architectures on AWS: with examples using Aws Lambda. Simon and Schuster.
[19] Poccia, D. (2016). AWS Lambda in Action: Event-driven serverless applications. Simon and Schuster.
[20] Ekroot, C. G., & Long, S. I. (1988). A GaAs 4-bit adder-accumulator circuit for direct digital synthesis. IEEE journal of solid-state circuits, 23(2), 573-580.
[21] P. K. Maroju, "AI-Powered DMAT Account Management: Streamlining Equity Investments and Mutual Fund Transactions," International Journal of Advances in Engineering Research, vol. 25, no. 1, pp. 7–18, Dec. 2022.

Keywords:

Facets System, Accumulator Synchronization, Healthcare Finance, Real-Time Data, Claim Processing, Audit Trail, Healthcare IT.