BI in Public Health Insurance: Enabling Medicare Reporting and Regulatory Transparency

Business Intelligence (BI) platforms have become essential tools in the Medicare ecosystem, enabling healthcare organizations to navigate the complex regulatory landscape while optimizing operational performance. This comprehensive article explores how modern BI solutions transform Medicare administration through enhanced compliance monitoring, performance measurement, and fraud detection capabilities. The article examines key platforms, including MicroStrategy, Power BI, Looker, and Tableau, highlighting their specialized features for healthcare analytics. It further investigates how cloud-based infrastructures address data volume challenges and standardize analytical environments across stakeholder groups. The integration of artificial intelligence extends these capabilities through risk adjustment optimization, natural language interfaces, and predictive analytics for population health management. Looking forward, emerging trends such as interoperability enhancement through FHIR standards, real-time compliance monitoring, patient-centered analytics, and explainable AI models promise to further revolutionize Medicare program management. As regulatory requirements continue to evolve, BI platforms provide the adaptability and analytical power necessary for healthcare organizations to maintain compliance while delivering high-quality care to Medicare beneficiaries.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-08-16
DOI
https://doi.org/10.5281/zenodo.16886859
Primary Topic
Modeling, Simulation, and Optimization
Type
article
Field-Weighted Citation Impact
0.00
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article

BI in Public Health Insurance: Enabling Medicare Reporting and Regulatory Transparency

Zenodo (CERN European Organization for Nuclear Research)
Modeling, Simulation, and Optimization
article

BI in Public Health Insurance: Enabling Medicare Reporting and Regulatory Transparency

article en

Abstract

Business Intelligence (BI) platforms have become essential tools in the Medicare ecosystem, enabling healthcare organizations to navigate the complex regulatory landscape while optimizing operational performance. This comprehensive article explores how modern BI solutions transform Medicare administration through enhanced compliance monitoring, performance measurement, and fraud detection capabilities. The article examines key platforms, including MicroStrategy, Power BI, Looker, and Tableau, highlighting their specialized features for healthcare analytics. It further investigates how cloud-based infrastructures address data volume challenges and standardize analytical environments across stakeholder groups. The integration of artificial intelligence extends these capabilities through risk adjustment optimization, natural language interfaces, and predictive analytics for population health management. Looking forward, emerging trends such as interoperability enhancement through FHIR standards, real-time compliance monitoring, patient-centered analytics, and explainable AI models promise to further revolutionize Medicare program management. As regulatory requirements continue to evolve, BI platforms provide the adaptability and analytical power necessary for healthcare organizations to maintain compliance while delivering high-quality care to Medicare beneficiaries.

Zenodo (CERN European Organization for Nuclear Research)
Film Independent (US)
Openalex Percentile: Top 48%
Modeling, Simulation, and Optimization
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BI in Public Health Insurance: Enabling Medicare Reporting and Regulatory Transparency · Zenodo (CERN European Organization for Nuclear Research) (2025) | TGRS Research Map | TGRS