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While healthcare data is becoming more available by the day, the challenges inherent in working with these data are increasing in number and complexity.
Since most available healthcare data is derived from financial reporting and accounting systems (EHRs, by design, are billing systems, and most third-party healthcare data comes from the 'switches' that connect providers with payers to facilitate payment), the data structure, field availability and ease of analysis are all skewed toward financial reporting purposes not so much toward extracting other business value. Healthcare data structure, field availability, and ease of analysis are skewed towards financial reporting purposes. 
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