Our Methodology
MedCostPeek is committed to providing accurate, comprehensive, and up-to-date data. This page explains how we collect, process, and verify our information.
Data Sources
Our data is sourced from authoritative, publicly available databases including: WHO Global Health Expenditure, FAIR Health. We cross-reference multiple sources to ensure accuracy and completeness.
Data Collection Process
- Automated Ingestion — We use automated pipelines to regularly pull data from our primary sources, ensuring freshness and consistency.
- Normalization — Raw data is cleaned, standardized, and structured into our unified database schema for easy comparison and analysis.
- Cross-Validation — We compare data points across multiple sources to identify and resolve discrepancies.
- Expert Review — Our editorial team reviews flagged entries and applies domain expertise to ensure quality.
Update Frequency
Our databases are updated monthly to reflect the latest available information. Each page displays a verification timestamp showing when the data was last confirmed.
Quality Assurance
- Automated integrity checks run daily to detect anomalies
- User feedback is actively monitored and incorporated
- All data transformations are logged and auditable
- We maintain version history for all critical datasets
Limitations
While we strive for accuracy, our data reflects the most recent publicly available information and may not capture real-time changes. We encourage users to verify critical data points with primary sources for important decisions.
Contact
If you find inaccuracies or have suggestions for improvement, pleasecontact us. We value community input in maintaining data quality.