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Big Open Data in Medicine with R and Mind Mapping. Medicare data analysis.
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Big Open Data in Medicine with R and Mind Mapping
[Medicare analysis]
Image courtesy of rajcreationzs,/ FreeDigitalPhotos.net
Medicare Provider Utilization and Payment Data
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Information description
• Medicare Provider Utilization and Payment Data: Physician and Other Supplier
• Information on services and procedures provided to Medicare beneficiaries by physicians and other healthcare professionals
• Contains information on utilization, payment (allowed amount and Medicare payment), and submitted charges organized by National Provider Identifier (NPI)
• 9,153,273 rows • Covers calendar year 2012 • 27 variables
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Description of the process
• Simple statistical analysis
• Using the R language
• Display of results using Mind Mapping
• Example to introduce the possibilities of Mind Mapping in Big Data visualization
• Because we are using public data, we can talk of Big Open Data
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Processing with R
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Mind Map created from the results of R
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Hyperlink to CMS.gov
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Description of the information processed with R
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Structure of the variables
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Provider information variables
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Detail of provider information variables
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Service information variables
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Charges variables
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Payment variables
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Summaries
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Average payments per country
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Results by country
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Plot of payments per country
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Average payments per state
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Results by State
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Plot of results by State
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Average by Entity Code
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Results of correlation Payments-Charges Analysis by State
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Chart of Correlation Payments-Charges Analysis by State
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Image courtesy of Stuart Miles / FreeDigitalPhotos.net
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Contact Information
José M. Guerrero
Slideshare Presentations
Linkedin profile
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