Chapter 3: Resource Utilization Patterns and Costs Associated with Off-label Use of AAPs in a
4.2 Specific Aim III and IV
Specific Aim IIIA: Compare all-cause RU and costs between Medicare beneficiaries using AAPs and those not using AAPs for off-label treatment of mental health conditions.
Specific Aim IIIB: Compare mental health RU and costs between Medicare beneficiaries using AAPs and those not using AAPs for off-label treatment of mental health conditions.
Specific Aim IVA: Compare all-cause RU and costs between Medicare beneficiaries using AAPs and those not using AAPs for on-label treatment of mental health conditions.
Specific Aim IVB: Compare mental health RU and costs between Medicare beneficiaries using AAPs and those not using AAPs for on-label treatment of mental health conditions.
Study design and index period
For Specific Aims III and IV a retrospective cohort study design was employed using
Medicare 2008-2010 data. For this section of the study January 1, 2009 – December 31, 2009 was
defined as the index period enabling the use of 12 months of baseline and 12 months of follow up
period.
Eligibility criteria
From the random sample of one million beneficiaries only those with fee-for-service
benefit and continuous Medicare enrollment from 2008-2010 across Part A, Part B and Part D
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variables from the MBSF files. Beneficiaries with a “Stand Alone Prescription Drug Plan” with
zero months of HMO coverage were considered to be fee-for-service beneficiaries. To have
continuous enrollment beneficiaries had to have 12 months of Part A, B and D access as denoted
in the A_MO_CNT, B_MO_CNT and PLNCOVMO variables for each year from January 1, 2008
to December 31, 2010.
Population of interest
The population of interest was Medicare beneficiaries 18 years and older with a mental
health condition. Even though Medicare is primarily for patients over 65 years of age, beneficiaries
who are 18 to 64 years of age were also included since severe mental illness is prevalent among
Medicare beneficiaries under 65 years who are entitled to Medicare due to a disability. According
to the Social Security Administration around 37% of all the Medicare disabled beneficiaries have
severe mental disorders (SSA, 2011). The presence of mental health conditions was identified
using one of two methods:
(3) Beneficiaries had to have at least one inpatient or two outpatient mental health claims
between January 1, 2008 and December 31, 2010. Mental health claims were identified
using ICD-9-CM codes. These claims were identified from the principal diagnosis,
admitting diagnosis or any one of the 25 ICD-9-CM variables in the inpatient and
outpatient files. Mental health claims were identified using ICD-9-CM codes 290.xx –
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Table 11: List of ICD-9-CM codes for mental health conditions from inpatient/outpatient files
ICD-9-CM Condition ICD-9-CM Condition
290.xx Dementia 298.xx Non-organic psychoses
291.xx Alcoholic psychoses 299.xx Psychoses with childhood origin
292.xx Drug psychoses 300.xx Anxiety and neurotic disorders
293.xx Transient organic psychoses 301.xx Personality disorders
294.xx Other organic psychoses 302.xx Psychosexual disorders
295.xx Schizophrenia 303.xx – 305.xx
Psychoactive substance abuse disorders 296.0, 296.1, 296.4-296.9 Bipolar disorder 306.xx – 310.xx
Other mental disorders
296.2,
296.3, 311.xx
Depression 312.xx – 316.xx
Other child and adolescent origin mental disorders
297.xx Paranoid states 317.xx – 319.xx
Mental Retardation
(ii) Beneficiaries who were flagged as having specific mental health conditions in the
MBSF Other Chronic Conditions file were also included in the study sample. Medicare uses this
file to flag beneficiaries who have had at least one inpatient or two outpatient claims for a particular
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presented in Table 12. The variables in the Other Chronic Conditions file were reassigned to
different categories of mental health conditions to match the categories described in Table 11.
Table 12: List of mental health conditions identified from Other Chronic Conditions File
Variable (As denoted in Medicare) Condition (Reassigned variable names) Depression; Depressive disorders Depression
Alzheimer’s disease Dementia
Anxiety disorders Neurotic disorders
Autism spectrum disorders Psychoses with childhood origin Bipolar disorder Bipolar disorder
ADHD, conduct disorders; Learning disabilities; Other developmental delays
Other child and adolescent origin mental disorders
Intellectual disabilities Mental retardation Personality disorders Personality disorders Post-traumatic stress disorder Other mental disorders Schizophrenia; Schizophrenia and other
psychotic disorders
Schizophrenia
Study groups
The population of interest was then divided into two groups for each Specific Aim.
Beneficiaries who had a diagnosis of schizophrenia and/or bipolar disorder were categorized as
the on-label cohort. Beneficiaries who did not have claims for schizophrenia and/or bipolar
disorder were categorized as the off-label cohort. The off-label cohort was used in the analysis of
47 Exposure variable
The exposure of interest for Specific Aims III and IV was AAPs use during the index
period. Beneficiaries were considered to be AAPs users if they had at least two claims (>1 day and
< 60 days apart) for the same antipsychotic agent between January 1, 2009 and December 31,
2009. The AAPs of interest were aripiprazole (Abilify), olanzapine (Zyprexa), quetiapine
(Seroquel), risperidone (Risperdal) and ziprasidone (Geodon) and were identified using their
generic names. The off-label cohort and the on-label cohort were further divided based on their
AAPs use. The groups identified were:
Specific Aim 2: Off-label AAPs user and Off-label AAPs non-user
Specific Aim 3: On-label AAPs user and On-label AAPs non-user
Exclusion criteria
Beneficiaries who met the following criteria were excluded from the study.
1) Beneficiaries who had claims for both an off-label and on-label mental health condition
were excluded from the study analysis in order to create two mutually exclusive groups. These
beneficiaries were excluded since there was no conclusive evidence to identify whether or not the
AAPs were being used to treat on-label conditions.
2) Beneficiaries with prescription claims for asenapine (Saphris), lurasidone (Latuda) and
iloperidone (Fanapt) were excluded from the study since these agents received FDA approval
during and not at the beginning of the index period. Similarly beneficiaries with claims for
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these agents received approvals for only one of the two FDA approved conditions (schizophrenia
or bipolar disorder).
3) Among beneficiaries identified as AAPs non-users, those with prescription claims for
AAPs of interest in 2008 were excluded to ensure that the non-users were truly not using AAPs
during the study period.
After the exclusions were applied to the patient population, the final groups were identified for
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Figure 2: Flowchart of inclusions and exclusions from original sample
Fee-for-service beneficiaries (≥18 years) with continuous enrollment in Part A, B, and D with mental health conditions
Exclude beneficiaries with both on-label and off-label mental health conditions
Off-label cohort On-label cohort
Off-label AAPs Users Off-label AAPs Non-Users
On-label AAPs Users On-label AAPs Non-Users
Exclude beneficiaries with claims for newer AAPs
Exclude beneficiaries with claims for AAPs in 2008 among Non-Users
Specific Aim 2: Off-label Users Specific Aim 2: Off-label Non-Users Specific Aim 3: On-label Users Specific Aim 3: On-label Non-Users
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