Selective Review of Variables and Research Issues Gerri Barosso, RD, MPH, MS Technical Advisor University of Minnesota
Selective Review of Variables and Research Issues
Gerri Barosso, RD, MPH, MS
Technical Advisor
University of Minnesota
Overview
Who
˗ Medicaid enrollees
˗ Provider information
What
˗ Claims utilization information
˗ Identification of services
˗ Specific issues: ER, prenatal care, outpatient care, long term care claims
2
WHO: Eligibility Information
MAX Uniform Eligibility code, in all files
Developed from state-specific crosswalks ˗ Cash assistance, eligibility group, limited waiver status
1999-2004
˗ MAX 2005 forward waiver eligibility
Utility of eligibility data ˗ Changes in eligibility can impact benefit level
˗ Identify coverage gaps, “churning”
˗ Identification of waiver program populations
PS record for ineligible recipients with paid service
3
WHO: Eligibility Information
New waiver variables in MAX 2005
˗ Waiver type and ID, repeats three times
˗ Eligibility for 1915(c) waiver
» Home and Community Based Services
» Included in monthly waiver type/ID variable, greater
eligibility group detail reported in this variable eg:
physically disabled, brain injured, HIV/AIDS, technology
dependent, autism spectrum (2006)
» Also annual or most recent enrollment
- Based on most recent month with any 1915(c) eligibility,
hierarchy applied for enrollment in multiple
4
WHO: Managed Care Enrollees
Dichotomous Yes/No not particularly useful
Identification of type of managed care
˗ Information in Person Summary File
˗ Monthly, type/ID specified for up to 4
˗ Medicaid Managed Care Combinations, monthly
Need specific type of managed care plan to determine effect on utilization records (claims)
˗ Primary Care Case Management, paid FFS
˗ Dental, behavioral health may not impact ability to study research question
5
WHO: Medicare Dually Eligible
Medicare Dual Code in PS detail gives on Medicaid eligibility (aka “crossover code”)
Dual identification in data requests ˗ Current: Bene _ID consistent across files
˗ Past with MAX: Use Medicare EDB HIC in MAX
Limited claims information in MAX ˗ May be QMB/SLMB only, restricted Medicaid
˗ Crossover claims for Medicare coinsurance & deductible payments » Procedure codes usually missing
˗ Potentially missing claims: state makes no payment beyond Medicare, claim missing from MSIS
6
WHO: Provider Identification
Provider ˗ Identifier in claims of limited value
» Billing, not servicing provider ID labeled as such 2005 forward
» Clinic/OPD ID rather than professional provider
» State-maintained directory
˗ Specialty
» Missing in some states
» Code values are state-maintained
˗ Situation does not improve until MAX2009
» NPI
» HIPAA-compliant provider specialty taxonomy
7
WHAT: Diagnosis Codes
IP Claims: 1999 forward 10 total
˗ Required, principle and secondary
LT Claims: 1999 forward 5
˗ Often missing, may be reason for admission
OT Claims: 1999 forward 2
˗ Not appropriate for all services
˗ Missing on transportation, DME, supplies, Lab/X-ray,
premium claims
8
WHAT: Chronic Disease Identification
Usual considerations with ICD-9 diagnosis codes
˗ No rule-out codes
˗ Multiple ways to code some diagnoses
˗ Diagnosis codes often given for specific problem, not
underlying chronic conditions
˗ Incomplete incidence and prevalence given point-in-
time data
9
WHAT: Identifying Services
MSIS type of service vs MAX type of service MSIS type of service (TOS)
˗ Combination of provider type, service, program » Difficult to categorize for some programs » States may classify differently » Many services end up in Other Services
MAX TOS ˗ National/state mapping to uniform groups ˗ Primarily changes to 5 TOS:
» Re-assign MSIS “other” » TOS =15 LAB/X-ray
» creation of TOS 51 (Durable Medical
Equipment/Supplies), 52 (Residential Care), 53
(Psychiatric/Mental Health Services), and 54 (Adult Day
Care)
10
WHAT: Identifying Services
Community Based LTC Services
˗ Flag assigned during MAX OT development
˗ Created from
» MAX TOS, Program Type – OR -
» MAX TOS, Program Type, MSIS Basis of Eligibility (BOE)
for aged/disabled - The BOE is in the second byte of the “Max Uniform Eligibility
Code-for Month of Service”
˗ No added intelligence
11
WHAT: Identifying Services
Procedure code ˗ IP: principle, secondary
˗ OT: one procedure code
National Procedure Codes (CPT-4, HCPCS II) ˗ Procedure Code Indicators not always correct
˗ Review data and coded TOS
State Specific Procedure Codes ˗ Need to obtain state procedure formulary files
˗ Generally are for non-medical services: DME, mental health, substance abuse
12
WHAT: Defining One Event
Potentially multiple MAX records
˗ One or more OT claims
» Visits to multiple physicians
» Claims for institutional and professional charges, eg: outpatient clinic, ER
˗ OT claim(s) and IP for same dates of service
» Institutional charges for inpatient stay
» One or more professional claims for services provided IP, not salaried by hospital
13
WHAT: Units of Service
Quantity of Service Variable in OT, RX
OT claims
˗ Number of visits or services reportable in discrete units
˗ Not for institutional, dental, lab, x-ray, capitation
RX claims
˗ Medicaid drug rebate definition of unit
˗ Smallest unit of normal measure for the drug code
˗ Eg: 100 250mg tablets=100 units
14
WHAT: Outpatient Care
OPD Claims
˗ OT file
˗ may be missing procedure code
˗ filed on UB-04/CMS1450 or electronic equivalent
˗ Revenue center codes for some states
˗ Sometimes are “span” or bundled bills
» no specific procedures or line item detail
Physician/Other professional claims
˗ OT file, inclusive of all places of service
˗ Filed on CMS1500 claim form or electronic equivalent
15
WHAT: ER Claims
Identification of ER Claims
˗ Apply multiple methods to fully capture
» MAX Place of Service in OT file
» ER revenue centers or UB-92 codes in IP, OT
» Physician claims in OT by procedure code
˗ ER visit resulting in admission may not be in the OT file
but in the IP
» Remember the limitations: for duals, need Medicare
claims to fully track ER visits
16
WHAT: Prenatal Care/Deliveries
Identify pregnant women, prenatal care ˗ Global billing codes used by physicians
˗ Claim for all care after delivery
Deliveries ˗ Separate mother, infant claims, both using mother's ID
˗ Combined claims for mother, infant with mother's ID
˗ Separate mother & infant claims, each with own ID's
˗ Infants sometimes use mother’s ID for several months
Delivery indicator in PS should not be used prior to 2006, indicator in IP can be used
Some researchers have successfully linked ˗ Birth certificates if SSN on both
˗ Probabilistic
17
WHAT: Long Term Care Claims
Long Term Care Facility Service Billing
˗ NF's include different sets of services in bundled rate
˗ Non-bundled services reported in LT or OT
˗ Swing bed stays in IP, at least one state
˗ Monthly billing generally, but some weekly
˗ Offers example of good data practices
» Cross check to determine if you have cohort of interest
» May need to use multiple variables to identify study cohort
- eg: Inpatient psychiatric services for ages 21-64, Place of Service “aged hospital”, need demographics to resolve
18
Additional Variable-specific Information
Record layouts
˗ Most current on the CMS MAX website
˗ Source of variable, values
˗ Details of variable creation, guidelines for use
Frequently Asked Questions (FAQs)
˗ CMS web site includes currently active FAQs
˗ ResDAC web site
» ResDAC FAQs, less detail on variables
» Link to complete CMS FAQ in one document
19
CMS Medicaid Data Assistance
ResDAC
˗ www.resdac.org
» FAQs, data documentation
˗ 888.973.7322 OR [email protected]
» Individualized assistance
CMS
˗ http://www.cms.gov/MedicaidDataSourcesGenInfo/07
_MAXGeneralInformation.asp (see presentation URL
list)
20