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Data Methodology

Our Forecasting Methodology Focuses on Local Markets

Our Methodology


 

For years, forecasters have simply followed the federal data outline and provided forecasts by the national NHDS values or the four multi-state regions.

This approach assumes that Miami has the same use rates as El Paso, Memphis and Baltimore, it doesn't.

 

Health Forecasts has developed specific models unique to 510 distinct local markets:

 

Our Local Market Resources Generate More Accurate Forecasts


  • Better foundation of actual data

  •   The most extensive inpatient and outpatient data resources which are specific enough to do true local market analyses.
  • More detailed Age/Sex/Race cohorts in every model

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    Use rates for 40 distinct cohorts in most local models means a higher level of forecast accuracy.

     

    From the charts below, it is clear that the key forecasting drivers vary dramatically by the age, sex, and race cohorts.  Therefore, the forecasting model must be run at the most specific cohort level possible in order to incorporate all variability and generate the most accurate results.

     

     

    Use Rate Variation by Cohort is Highly Significant

    This example charts the use rate per 1000 for the 10 cohorts within the White race for one of our 510 markets.

    Demographic Growth Rate by Cohort is Highly Variable

    This example chart shows the variability for the 10 cohorts within the White race for the same geographical area used in the use rate chart above.

  • Unmatched technology assessments

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    Health Forecasts has developed a comprehensive model of the impact on future utilization patterns of:

    • New Drugs

    • New Treatment Plans

    • New Devices

    • Shifts in Payment Rules

    • Enhanced Medical Management

     

     

    Health Forecasts continually collects and updates a comprehensive set of data from the widest range of sources on the anticipated shifts in utilization patterns.

     

     

    The best forward looking analyses are reviewed from a wide variety of sources including:

     
    • American Hospital Association (AHA)
    • American Medical Association (AMA)
    • Federation of American Hospitals (FAH)
    • Government Studies
    • Employer Groups
    • Advisory Board Company (ABC)
    • Pharmaceutical Research and Manufacturers of America (PhRMA)
    • Medical Device Manufacturers Association (MDMA)
    • Equity Research Groups
    • International Resources

     

     

     

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