Big Open Data in Medicine with R and Mind Mapping

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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

jm@infoseg.com

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Linkedin profile

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