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Medicare Drug Benefits and
Antipsychotic Use Among Medicare
   Advantage Beneficiaries with
          Schizophrenia
                   Vicki Fung, Ph.D.
      Mid-Atlantic Permanente Research Institute
                       HMORN
                      May 1, 2012
Study Team
Vicki Fung, PhD1                                 Rita Hui, PharmD, MS6
Mary Price, MA2                                  Andy Nierenberg, MD7
Alisa B. Busch, MD, MS3,4                        Richard Frank, PhD3
Mary Beth Landrum, PhD3                          Joseph Newhouse, PhD3
Bruce Fireman, MA2                               John Hsu, MD MBA MSCE3,7
William Dow, PhD5
1 Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group
2 Divisionof Research, Kaiser Permanente Northern California
3 Harvard University
4 McLean Hospital
5 University of California, Berkeley
6 Pharmacy Outcomes Research Group, Kaiser Permanente
7 Massachusetts General Hospital




Funding Support: National Institute of Mental Health (5R01MH090284) and the Alfred P.
Sloan Foundation

No other relevant financial relationships to disclose
Background
   Spending on antipsychotic drugs is growing rapidly

   Medicare Part D introduction was major shift in the financing of
    antipsychotics

   Antipsychotics receive formulary protection under Part D, but subject
    to cost-sharing

   ACA phases out coverage gap by 2020; however, ACA future
    remains uncertain, and substantial cost-sharing remains

   Impact of Part D program on access, quality, and costs for
    beneficiaries with serious mental illness is unknown
Objectives
 Among Medicare Advantage beneficiaries with
 schizophrenia, to examine the effects of Part D cost-
 sharing on:

    Total antipsychotic drug spending

    Out-of-pocket antipsychotic drug spending

    Adherence to antipsychotic drug therapy
Methods
   Historical cohort study:
      Community-dwelling beneficiaries enrolled in Medicare Advantage (MA)
       Prescription Drug plans offered by two plan sponsors: Integrated (IDS)
       and Non-IDS
      Any antipsychotic dispensed in 2006
      1+ inpatient or 2+ outpatient diagnoses of schizophrenia 2006-2007


   Study period: 2007

   Comparison groups:
      Low income subsidy (LIS) beneficiaries: No coverage gap
      Unsubsidized (Non-LIS) beneficiaries: Coverage gap starting at $2,400
       in total drug spending
Cost-sharing Levels
                       Initial Coverage Period   Coverage Gap      Catastrophic
                                                                    Coverage
 2007                   Up to $2,400 in TDC      $2,400 TDC to   Above $3,850 OOP
                                                  $3,850 OOP
 Full Low Income            ≤$2.15/$5.35         ≤$2.15/$5.35          $0
 Subsidy (LIS)

 Non-LIS                   3 or 4-tier copay         100%              5%
 (Non-Integrated MA)   (eg, $10 /$20/$45/25%)

 Non-LIS                     2 tier copay            100%             $3/$10
 (Integrated MA)               $11/$40


TDC=Total drug costs; OOP=Out-of-Pocket drug costs
The study plans did not include a deductible ($265 in standard benefit)
Analyses
   Monthly drug use outcomes:
      Total drug costs (acquisition cost + dispensing fees)
      Out-of-pocket drug costs
      Adherence: proportion of days covered (PDC)


   Difference-in-difference estimation
      Linear fixed effects (within-person) models
      Accounted for “transition period” of 30 days and focused on 30+ days
       after reaching gap threshold ($2,400 in total drug spending)
      Censored subjects in month they reached catastrophic coverage
      Fixed effects robust to unmeasured, time-stable confounders
Study Population
                                                   Non-Integrated MA    Integrated MA
                                                   Non-LI S            Non-LIS
                                                    (Gap)       LIS     (Gap)      LIS
Total N                                             1,672      2,234    321        547
Age: <65                                            68%        85%      56%        86%
  65-74                                             21%         11%     27%        9%
  75+                                               11%         4%      18%        6%
Gender: Female                                      52%        50%      65%        52%
Any of the chronic conditions below (2006-2007)*    50%        54%      36%        32%
Coronary artery disease                              9%        10%       6%        6%
Chronic obstructive pulmonary disorder              21%        25%      11%        11%
Diabetes                                            34%        36%      25%        22%
Heart Failure                                       11%        10%       6%        4%
Mean Comorbidity (RxHCC) score (SD)                 1.54        1.78    1.46       1.73
Antipsychotic Drug Use in 2007
                                           Non-Integrated MA     Integrated MA
                                           Non-LIS             Non-LIS
                                            (Gap)       LIS     (Gap)      LIS
Total N                                    1,672       2,234    321        547
Drug spending
 Reached coverage gap threshold             47%        75%      44%       69%
 Reached catastrophic coverage threshold    11%        40%      15%       41%
Adherence
 Mean antipsychotic PDC                     64.8        79.1    74.3      81.0
 Adherent: PDC>80%                          46%        66%      61%       73%
Antipsychotic drug use
 Atypical antipsychotic use                 62%        82%      54%       76%
 Conventional antipsychotic use             43%        31%      50%       35%
 Use of both                                15%        17%      12%       16%
 No Use                                     10%         4%       8%        6%
Percent Reaching the Gap Threshold
             Non-Integrated MA




               Integrated MA
Changes in Antipsychotic Use Before
 and After Reaching the Gap Threshold
                                                                                Diff-in-diff:
                                Non-LIS (Gap)                  LIS          Non-LIS (Gap) – LIS

Non-Integrated MA              Diff    95% CI           Diff   95% CI        Diff     95% CI

Total drug spending ($)       -$97    (-110, -83)      $37      (28, 46)    -$133   (-149, -117)

Out-of-pocket spending ($)     $93      (88, 98)        -$1     (-4, 3)      $94      (88, 99)

PDC (percentage points)      -18. 4   (-19.7, -17.1)    1.8    (0.9, 2.7)   -20.2   (-21.8, -18.6)


Integrated MA                  Diff    95% CI           Diff   95% CI        Diff     95% CI

Total drug spending ($)        $78     (-32, 189)      $226    (136, 316)   -$147   (-238, -57)

Out-of-pocket spending ($)   $155      (131, 179)      $13      (-3, 32)    $142     (122, 161)

PDC (percentage points)       -0.2     (-4.3, 3.9)      5.7    (2.4, 9.1)    -5.9    (-9.3, -2.5)
Monthly Changes in Adherence (PDC)
                                                                  Non-Integrated MA
                                                       Subjects with a Schizophrenia Diagnosis
                                     10.0
  (PDC - PDC 1-month Pre-Gap)


                                      5.0
                                      0.0
         Change in PDC




                                      -5.0
                                     -10.0                                                                    Basic
                                                                                                              LIS
                                     -15.0
                                     -20.0
                                     -25.0
                                     -30.0
                                             -5   -4   -3    -2       -1       0     1        2   3   4   5
                                                                  Month from Gap-Month (=0)


                                                                           Integrated MA
                                      10.0
       (PDC - PDC 1-month Pre-Gap)




                                       5.0
                                       0.0
              Change in PDC




                                      -5.0
                                                                                                              Basic
                                     -10.0
                                     -15.0                                                                    LIS
                                     -20.0
                                     -25.0
                                     -30.0
                                             -5   -4   -3    -2       -1       0     1        2   3   4   5
                                                                  Month from Gap-Month (=0)
Limitations
   Non-random allocation of drug benefits; unobserved differences
    between groups
       Focus on patients with documented diagnoses and drug use
       Fixed effects estimation robust to time constant unobserved differences

   Measures of drug adherence based on dispensing data

   Conducted within MA drug plans offered by two Part D plan
    sponsors; generalizability could be limited

   Preliminary work – next steps: impact of these drug use changes on
    clinical outcomes and net medical spending
Conclusions
   Substantial differences between LIS and Non-LIS beneficiaries

   The LIS appears to be protective against cost-related non-
    adherence in both settings

   The gap is associated with large increases in out-of-pocket costs for
    antipsychotics

   However, changes in therapy adherence varied by setting  Large
    declines in adherence in non-integrated setting
Implications

   Work is needed to determine the clinical and economic impact of
    these drug use changes and potential delivery structure
    mechanisms that mitigate adverse cost-sharing effects

   Need to identify benefit designs and care delivery models that
    increase the value of drug coverage for vulnerable populations and
    minimize unintended effects

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Medicare Drug Benefits Impact on Antipsychotic Use and Costs for Schizophrenia Patients

  • 1. Medicare Drug Benefits and Antipsychotic Use Among Medicare Advantage Beneficiaries with Schizophrenia Vicki Fung, Ph.D. Mid-Atlantic Permanente Research Institute HMORN May 1, 2012
  • 2. Study Team Vicki Fung, PhD1 Rita Hui, PharmD, MS6 Mary Price, MA2 Andy Nierenberg, MD7 Alisa B. Busch, MD, MS3,4 Richard Frank, PhD3 Mary Beth Landrum, PhD3 Joseph Newhouse, PhD3 Bruce Fireman, MA2 John Hsu, MD MBA MSCE3,7 William Dow, PhD5 1 Mid-Atlantic Permanente Research Institute, Mid-Atlantic Permanente Medical Group 2 Divisionof Research, Kaiser Permanente Northern California 3 Harvard University 4 McLean Hospital 5 University of California, Berkeley 6 Pharmacy Outcomes Research Group, Kaiser Permanente 7 Massachusetts General Hospital Funding Support: National Institute of Mental Health (5R01MH090284) and the Alfred P. Sloan Foundation No other relevant financial relationships to disclose
  • 3. Background  Spending on antipsychotic drugs is growing rapidly  Medicare Part D introduction was major shift in the financing of antipsychotics  Antipsychotics receive formulary protection under Part D, but subject to cost-sharing  ACA phases out coverage gap by 2020; however, ACA future remains uncertain, and substantial cost-sharing remains  Impact of Part D program on access, quality, and costs for beneficiaries with serious mental illness is unknown
  • 4. Objectives Among Medicare Advantage beneficiaries with schizophrenia, to examine the effects of Part D cost- sharing on:  Total antipsychotic drug spending  Out-of-pocket antipsychotic drug spending  Adherence to antipsychotic drug therapy
  • 5. Methods  Historical cohort study:  Community-dwelling beneficiaries enrolled in Medicare Advantage (MA) Prescription Drug plans offered by two plan sponsors: Integrated (IDS) and Non-IDS  Any antipsychotic dispensed in 2006  1+ inpatient or 2+ outpatient diagnoses of schizophrenia 2006-2007  Study period: 2007  Comparison groups:  Low income subsidy (LIS) beneficiaries: No coverage gap  Unsubsidized (Non-LIS) beneficiaries: Coverage gap starting at $2,400 in total drug spending
  • 6. Cost-sharing Levels Initial Coverage Period Coverage Gap Catastrophic Coverage 2007 Up to $2,400 in TDC $2,400 TDC to Above $3,850 OOP $3,850 OOP Full Low Income ≤$2.15/$5.35 ≤$2.15/$5.35 $0 Subsidy (LIS) Non-LIS 3 or 4-tier copay 100% 5% (Non-Integrated MA) (eg, $10 /$20/$45/25%) Non-LIS 2 tier copay 100% $3/$10 (Integrated MA) $11/$40 TDC=Total drug costs; OOP=Out-of-Pocket drug costs The study plans did not include a deductible ($265 in standard benefit)
  • 7. Analyses  Monthly drug use outcomes:  Total drug costs (acquisition cost + dispensing fees)  Out-of-pocket drug costs  Adherence: proportion of days covered (PDC)  Difference-in-difference estimation  Linear fixed effects (within-person) models  Accounted for “transition period” of 30 days and focused on 30+ days after reaching gap threshold ($2,400 in total drug spending)  Censored subjects in month they reached catastrophic coverage  Fixed effects robust to unmeasured, time-stable confounders
  • 8. Study Population Non-Integrated MA Integrated MA Non-LI S Non-LIS (Gap) LIS (Gap) LIS Total N 1,672 2,234 321 547 Age: <65 68% 85% 56% 86% 65-74 21% 11% 27% 9% 75+ 11% 4% 18% 6% Gender: Female 52% 50% 65% 52% Any of the chronic conditions below (2006-2007)* 50% 54% 36% 32% Coronary artery disease 9% 10% 6% 6% Chronic obstructive pulmonary disorder 21% 25% 11% 11% Diabetes 34% 36% 25% 22% Heart Failure 11% 10% 6% 4% Mean Comorbidity (RxHCC) score (SD) 1.54 1.78 1.46 1.73
  • 9. Antipsychotic Drug Use in 2007 Non-Integrated MA Integrated MA Non-LIS Non-LIS (Gap) LIS (Gap) LIS Total N 1,672 2,234 321 547 Drug spending Reached coverage gap threshold 47% 75% 44% 69% Reached catastrophic coverage threshold 11% 40% 15% 41% Adherence Mean antipsychotic PDC 64.8 79.1 74.3 81.0 Adherent: PDC>80% 46% 66% 61% 73% Antipsychotic drug use Atypical antipsychotic use 62% 82% 54% 76% Conventional antipsychotic use 43% 31% 50% 35% Use of both 15% 17% 12% 16% No Use 10% 4% 8% 6%
  • 10. Percent Reaching the Gap Threshold Non-Integrated MA Integrated MA
  • 11. Changes in Antipsychotic Use Before and After Reaching the Gap Threshold Diff-in-diff: Non-LIS (Gap) LIS Non-LIS (Gap) – LIS Non-Integrated MA Diff 95% CI Diff 95% CI Diff 95% CI Total drug spending ($) -$97 (-110, -83) $37 (28, 46) -$133 (-149, -117) Out-of-pocket spending ($) $93 (88, 98) -$1 (-4, 3) $94 (88, 99) PDC (percentage points) -18. 4 (-19.7, -17.1) 1.8 (0.9, 2.7) -20.2 (-21.8, -18.6) Integrated MA Diff 95% CI Diff 95% CI Diff 95% CI Total drug spending ($) $78 (-32, 189) $226 (136, 316) -$147 (-238, -57) Out-of-pocket spending ($) $155 (131, 179) $13 (-3, 32) $142 (122, 161) PDC (percentage points) -0.2 (-4.3, 3.9) 5.7 (2.4, 9.1) -5.9 (-9.3, -2.5)
  • 12. Monthly Changes in Adherence (PDC) Non-Integrated MA Subjects with a Schizophrenia Diagnosis 10.0 (PDC - PDC 1-month Pre-Gap) 5.0 0.0 Change in PDC -5.0 -10.0 Basic LIS -15.0 -20.0 -25.0 -30.0 -5 -4 -3 -2 -1 0 1 2 3 4 5 Month from Gap-Month (=0) Integrated MA 10.0 (PDC - PDC 1-month Pre-Gap) 5.0 0.0 Change in PDC -5.0 Basic -10.0 -15.0 LIS -20.0 -25.0 -30.0 -5 -4 -3 -2 -1 0 1 2 3 4 5 Month from Gap-Month (=0)
  • 13. Limitations  Non-random allocation of drug benefits; unobserved differences between groups  Focus on patients with documented diagnoses and drug use  Fixed effects estimation robust to time constant unobserved differences  Measures of drug adherence based on dispensing data  Conducted within MA drug plans offered by two Part D plan sponsors; generalizability could be limited  Preliminary work – next steps: impact of these drug use changes on clinical outcomes and net medical spending
  • 14. Conclusions  Substantial differences between LIS and Non-LIS beneficiaries  The LIS appears to be protective against cost-related non- adherence in both settings  The gap is associated with large increases in out-of-pocket costs for antipsychotics  However, changes in therapy adherence varied by setting  Large declines in adherence in non-integrated setting
  • 15. Implications  Work is needed to determine the clinical and economic impact of these drug use changes and potential delivery structure mechanisms that mitigate adverse cost-sharing effects  Need to identify benefit designs and care delivery models that increase the value of drug coverage for vulnerable populations and minimize unintended effects