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APCD Journal

Actionable Analytics

Actionable Analytics For Health System Improvement

With clinical and technical expertise, FHC’s data analysts create and deliver actionable data

Freedman HealthCare’s team designs data structures to support flexible, nimble analytics for users throughout the organization. FHC’s architects and data engineers work with clients on:

  • Data system visualization and design​
  • Intake and transformation​
  • Data quality testing and monitoring​
  • Visualizations, dashboards, and advanced analytics

Visualizing Health Care Cost and Utilization Data

In close partnership with Freedman Healthcare, the Rhode Island Office of the Health Insurance Commissioner (OHIC) created interactive dashboards that track healthcare costs and usage patterns across the state. This project, part of the Health Spending Accountability and Transparency Program, was developed with Freedman HealthCare and the Health Care Cost Trends Steering Committee. Using data from the All-Payer Claims Database (APCD), these dashboards provide easy-to-understand insights for healthcare providers, insurance companies, policymakers, and residents to help make healthcare more affordable.

View the Available Report Here.

Cost and Market Analysis

Cost and market impact reports examine the effects of health system expansions, mergers, and acquisitions for state health policy and insurance agencies. FHC analysts build scenarios exploring the impact on cost and market functions, access to care, and quality of services. Data analysis includes multi-payer claims data, hospital financial reports and filings, and catchment areas.

View the Available Reports Here.

Workforce Transformation Analysis

Freedman HealthCare (FHC) designed dashboards using healthcare licensure, wage and employment, and race/ethnicity data. The dashboards show licensees by healthcare profession, median wages for each healthcare profession, and year-over-year changes in employment counts and wages by industry. The dashboards also illustrate the wage progression and career milestones of certified nursing assistants (CNAs).

View the Data Report Here.

FHC's Public Facing Dashboards

Rhode Island Office of the Health Insurance Commissioner Data Hub

These dashboards provide transparent reporting on trends in the cost and use of healthcare services in Rhode Island. The purpose is to inform provider organizations, payers, purchasers, policymakers, and state residents interested in improving the affordability of healthcare in Rhode Island.
The dashboards employ standard methods for analyzing healthcare spending. Because alternative methods will produce different results, the measures reported here may differ from those generated by the Rhode Island Medicaid program. Individuals eligible for both Medicaid and Medicare, known as dual eligibles, are included only under their primary insurance coverage.

Rhode Island Biannual Health Information Survey

The Executive Summary Report and Interactive Tool highlight key findings from the data regarding the uninsured and underinsured populations, Medicaid and Health Source Rhode Island (HSRI) enrollment, and cost of care and access.

  • Interactive Tool –Contains 24 different views of the data, with the ability to filter by sub-populations.
  • Executive Summary– This report includes highlights from the survey, such as changes to Rhode Island’s uninsured rate.
  • Data Compendium FAQs – A short guide for interpreting the data compendium.
  • Technical Document – Learn more about the survey methodology, data analysis, weighting, and survey questions.

HealthFacts Rhode Island Public Reports

HealthFacts RI, Rhode Island’s All-Payer Claims Database (APCD), systematically collects healthcare claims data from Medicare, Medicaid, and the state’s largest commercial payers. These tools offer meaningful comparisons and actionable insights for policymakers, healthcare organizations, and consumers, supporting informed decision-making and healthcare transformation.