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  • 1.  Routing of Charge Capture Data

    Posted 08-18-2022 13:33
    Edited by Rebecca Busch 08-18-2022 13:35
    Hi folks,

    I was reading a discussion on the percentile subject within a different organization and wanted to just share one aspect of my response.  Which is simply following the data route of how charge capture data - specifically for professional services how it is captured and ends up in a data base.

     

    1. HIPAA transaction code sets mandates the proper use and definition of data that is collected on a claim https://www.cms.gov/Regulations-and-Guidance/Administrative-Simplification/Code-Sets   Authoritative – the standardized definitions support the notion that the collected information is consistent therefore reliable.
    2. The boss of the actual claim form is https://www.nubc.org/topics/national-uniform-billing-committee-nubcub-04 all professional and facilities collect the data on their bills as defined by these two forms. Authoritative – the standardized definitions support the notion that the collected information is consistent therefore reliable. The dental form is ADA- DME is a CMS form but not same teeth and RX also has variability but the content is standardized.  Although in litigation you do not get this form of the bill – if you understand the bill and the medical record you can back into key data elements.  As a habit I would recommend always asking for bills in the claim format. Providers who submit any bill electronically MUST have the ability to generate an 837i or 837p claim.
    3. Providers submit the forms electronically through a clearing house - https://coa.org/docs/WhitePapers/Clearinghouses.pdf https://clearinghouses.org/   They have scrubbing activity and often reject claims that have issues.  The scrubbing data enhances the processing of "clean" claims to their final destination – thus increasing the reliability and use of the data that it generates.
    4. After the clearing house the data gets to payers (examples include Medicare Fiscal Intermediaries contracted by CMS; Various state Medicaid processors; private payers; etc….. the original charges are captured in the technical term 837' and 837p.  the response or paid data is routed back through an 835 file.  (same technical rules too much for this email)
    5. Major market players like optum capture the 837 data and repurpose into data repositories.  Some of those data repositories are known to us such as Fairhealth – the PMIC is not totally clear of all of their suppliers but it is still capturing the end product of the 837 files.  VA also uses the same data and suppliers.  Most people that I see on this list serve appear to be referencing the 837p file which are professional claims.  This data often does come in percentiles. (very different route for facilities). The percentile concept is not appropriate for facilities claims because the data is NOT collected in a manner that is produced in percentile format– too much precedent on this subject will confuse the legal community. The concept of percentiles is ONLY relevant to professional claims.  Please note, that data repositories that pull up facility data by zip code are applying a factor that is not associated with the original source -837i 
    6. Unless you can dig deeply into public use files the data repository such as fair health DOES not include the license of the rendering provider. Actually most suppliers of charge capture data do not.  Why is this important – now I will piggy back off of percentile standardization discussions – when you look at percentiles it is diluted by MD (pediatric infectious disease doctor at the lower end of compensation to Neurosurgeons upper end of compensation); Nurse Practitioners, some DDS when they are providing medical services; PA's, PT's etc….)
    7. Thus as with any LCP – the expert needs to gather their data – decide what needs to be considered – including professional charge capture data and analyze what price would reflect the condition of that individual and the services they are to receive.  Thus why I shy away from  a one size fits all approach for professional services.    I really like our practice standards which supports collecting relevant data within a defined methodology – analyze and conclude……. By having a defined percent percentile as a standard it appears to skip the step of analyzing your data within your defined methodology and the data collected for that individualized LCP. 

     

    Data can be so much fun…… I really look forward to the various committees working on this subject; these brain storming conversations; and all the perspectives I find them very helpful .

     

    Respectfully

     

    Becky

     



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    Rebecca Busch
    CEO
    rebecca@mbaaudit.com
    Westmont, IL United States
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  • 2.  RE: Routing of Charge Capture Data

    Posted 08-19-2022 06:45
    Percents and standard scores are numbers. Percentile are not numbers. Mathematical processing (adding, subtracting, multiplying, dividing) can only be done with numbers. To do math with percentiles, they have to be converted to standard scores first, then the calculations can be done on the standard scores. The results can be reconverted back to percentiles for display purposes.

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    Kenneth Dennis
    Rehabilitation Psychologist
    ken.dennis@juno.com
    Stillwater, MN United States
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  • 3.  RE: Routing of Charge Capture Data

    Posted 08-23-2022 18:37
    thanks for the note - understanding the data is key without it you cannot synthesize or apply it correctly.  I consider the list provided authoritative sources in support of why charge capture data produced by various sources such as Fairhealth...VA.... OPtum .... etc are reliable.  Because the route and collection has rules that MUST be followed.

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    Rebecca Busch
    CEO
    rebecca@mbaaudit.com
    Westmont, IL United States
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  • 4.  RE: Routing of Charge Capture Data

    Posted 08-24-2022 13:31
    Edited by Rebecca Busch 08-24-2022 16:29
    I have another follow up ( AS A RESULT OF A QUESTION SENT TO ME) - The purpose of this post was to provide a foundation as to why charge capture data bases are a reliable source for costing and so many other studies that occur in healthcare.  The rules, laws, practices standards for uniformity of transition of charges via these hipaa mandated transaction code sets provides assurance of reliability.  meaning that the process of data capture functions adequately when the original source of the data comes from claims.  That is what i call a "freebie" in terms of  costing methodology.  So when you look at a a data base of professional charges - i inquire of the source "how do you get the data?" is the original source from an 837p file?  if the answer is yes then the above resources supports that the content AS reliable.  I have inquired of Fairhealth - are your professional charges from these files - yes - the VA you can look at their write up  they use 837 data. etc and so forth.  

    Now the challenge becomes - if you look at source 1, 2, 3 for CPT code and all three averages or the number at the 70th 80th etc is different then what do you use?  lets say source 1 is $100  source 2 is $125  Source 3 is $115?  

    This is where I believe we as experts can never lose the notion that selecting a source is NOT clerical in nature - when you look up professional charges the  numbers that are collected are independent of license type of the professional, modifiers, nor health condition nor of other combinations of healthcare services. 

    So what does analysis look like?  The data does not consider license type, diagnosis, location of service, complications or co-morbidities, all types of modifiers..... 

    Therefore, looking up the $ is the starting point - considering a percentile or data source $ amount should at minimum include consideration for what the data does not provide. 
    this is one of the reasons why all of these charge capture data sources have the disclaimer "this is not a representation of usual customary and reasonable.." 

    So the LCP within their methodology should start this is the cpt code, i looked at this data source (based on considerations not included in the data - consider license type, diagnosis, location of service, complications or co-morbidities, all types of modifiers...) based on my individuated analysis I select $ from Source 2 supported by my analysis of ....)

    When i have time will make notes on facility charges - any discussions on percentiles is NOT  relevant to facilities.

    ------------------------------
    Rebecca Busch
    CEO
    rebecca@mbaaudit.com
    Westmont, IL United States
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  • 5.  RE: Routing of Charge Capture Data

    Posted 08-24-2022 13:44
    Thanks, Becky, for sharing your knowledge.
    Much appreciated.

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    Laura Woodard, MA, CRC, CLCP, CCM
    Rehabilitation Counselor
    ReEntry Rehabilitation Services Inc.
    Lakewood, CO United States
    lwoodard@reentry.comWoodard
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  • 6.  RE: Routing of Charge Capture Data

    Posted 08-24-2022 19:05
    thank you - looking for anyone else to share their experience and insight or other perspectives for all of us to consider.

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    Rebecca Busch
    CEO
    rebecca@mbaaudit.com
    Westmont, IL United States
    ------------------------------