Building Resilient Data Ecosystems: Optimizing Dashboards and Analytics for Value-Based Programs

Authors

  • Sravanthi K

DOI:

https://doi.org/10.47941/jts.3445

Keywords:

Value-Based Care, Data Ecosystem, AWS, Dashboards, Analytics, Healthcare Data Management, Medicare, Medicaid

Abstract

The transition from fee-for-service to value-based care (VBC) models has redefined healthcare delivery, emphasizing outcomes, cost efficiency, and quality improvement. This paper explores strategies for developing resilient healthcare data ecosystems that enhance dashboards and analytics, with a focus on Medicare and Medicaid value-based programs. Through cloud-based infrastructures, advanced analytics, and user-centric dashboard designs, healthcare organizations can achieve operational agility and accountability. The discussion highlights the benefits of deploying Snowflake on AWS, the advantages of migrating from legacy systems like Teradata, and the measurable outcomes of optimized dashboards in improving efficiency, reducing costs, and advancing patient care.

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Author Biography

Sravanthi K

Healthcare Data, Analytics & AI/ML Specialist

References

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Published

2026-01-15

How to Cite

K, S. (2026). Building Resilient Data Ecosystems: Optimizing Dashboards and Analytics for Value-Based Programs. Journal of Technology and Systems, 8(1), 1–7. https://doi.org/10.47941/jts.3445

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Section

Articles