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GAO-11-546R: 

United States Government Accountability Office: 
Washington, DC 20548: 

June 22, 2011: 

The Honorable Henry Waxman: 
Ranking Member: 
Committee on Energy and Commerce: 
House of Representatives: 

The Honorable Frank Pallone: 
Ranking Member: 
Subcommittee on Health: 
Committee on Energy and Commerce: 
House of Representatives: 

The Honorable John D. Dingell: 
House of Representatives: 

Subject: Medicare Part D: Changes in Utilization Similar for Randomly 
Reassigned and Other Low-Income Subsidy Beneficiaries: 

To help defray out-of-pocket prescription drug costs for limited or 
low-income Medicare beneficiaries, the Medicare Part D outpatient 
prescription drug program offers a low-income subsidy (LIS) for 
eligible beneficiaries.[Footnote 1] In 2010, about 9.4 million 
beneficiaries received the LIS--about 40 percent of the approximately 
23 million Medicare Part D beneficiaries in that year.[Footnote 
2],[Footnote 3] Most of the LIS beneficiaries received the full LIS, 
thus paying no premiums or deductibles as long as they enrolled in so- 
called "benchmark" stand-alone prescription drug plans (PDP).[Footnote 
4] Benchmark PDPs are those plans with premiums at or below a 
specified benchmark for a given geographic region, calculated by the 
Centers for Medicare & Medicaid Services (CMS), the agency within the 
Department of Health and Human Services (HHS) that administers the 
Medicare program. Full LIS beneficiaries may also enroll in other Part 
D plans--either nonbenchmark PDPs or Medicare Advantage prescription 
drug plans (MA-PD)--but must pay any difference between the premium of 
the plan in which they choose to enroll and the benchmark for their 
region.[Footnote 5] 

Because plan premiums can change from year to year and because CMS 
recalculates the premium benchmarks annually, some PDPs may be 
benchmark PDPs in one year and not in the following year. In these 
instances, CMS is required to randomly reassign those LIS 
beneficiaries who are in plans whose premiums will no longer be at or 
below the new benchmark the following year into PDPs with premiums 
that will be at or below the benchmark.[Footnote 6] Beneficiaries 
subject to random reassignment can choose to either stay in their 
current plan or enroll in a new plan prior to being randomly 
reassigned by CMS, but if they choose either option, and that plan's 
premium is higher than the new benchmark, they are responsible for 
paying any premiums above the new benchmark.[Footnote 7] From 2007--
the first year LIS beneficiaries could be randomly reassigned--through 
2010, an average of almost 1.3 million LIS beneficiaries has been 
randomly reassigned into new PDPs each year. 

Questions have been raised by Medicare beneficiary advisors and others 
about the benefits of available benchmark PDPs, and some suggest that 
the random reassignment process may create challenges for affected LIS 
beneficiaries. For example, according to some advisors, random 
reassignment may impact LIS beneficiaries' drug coverage. 
Specifically, beneficiaries may be randomly reassigned by CMS into 
benchmark PDPs that do not cover the drugs they are taking, requiring 
them to consult with a medical provider to prescribe a therapeutically 
equivalent alternate drug. Similarly, they may be randomly reassigned 
by CMS into benchmark PDPs that impose more or different utilization 
management (UM) requirements--such as prior authorization 
requirements, quantity limits, or step therapy[Footnote 8]--on certain 
drugs they are currently taking, thus also requiring the intervention 
of a medical provider. In addition, there are concerns that random 
reassignment may lead to changes in pharmacies impacted LIS 
beneficiaries have access to, which may further impact drug 
utilization. Moreover, according to Medicare beneficiary advisors and 
others, LIS beneficiaries are generally more likely than other 
Medicare beneficiaries to have physical or cognitive impairments in 
addition to lower incomes, potentially confounding their ability to 
navigate the various processes associated with changing prescription 
drug plans. Thus, some Medicare beneficiary advisors and others have 
expressed concerns that randomly reassigned beneficiaries may 
experience greater changes in their drug and pharmacy utilization 
compared to other LIS beneficiaries, such as a delay or a 
discontinuation in filling a prescription. 

You asked us to examine the features of benchmark PDPs and explore how 
the random reassignment process may affect beneficiaries' drug 
utilization. In this report, we describe: 

1. how drug coverage and access to pharmacies compared between 
benchmark and nonbenchmark PDPs from 2007 through 2010;[Footnote 9] 
and: 

2. how changes in drug and pharmacy utilization compared between 
randomly reassigned and other LIS beneficiaries who were not randomly 
reassigned from 2007 to 2008.[Footnote 10] 

To determine how drug coverage and access to pharmacies compared 
between benchmark and nonbenchmark PDPs from 2007 through 2010, we 
obtained CMS's Health Plan Management System (HPMS) files for these 
years.[Footnote 11] We analyzed the data to determine the drugs 
covered, the percentage of drugs subject to UM requirements, and the 
number of retail and mail order pharmacies available per plan by year 
and by state. We reviewed the HPMS data for soundness and consistency 
and determined that they were sufficiently reliable for our purposes. 
We also interviewed representatives of nine different State Health 
Insurance Assistance Programs (SHIP).[Footnote 12] We asked the SHIP 
representatives about issues related to the LIS, such as drug 
formularies, UM requirements, and pharmacy access among plans 
available to LIS beneficiaries. 

To determine whether a group of randomly reassigned LIS beneficiaries 
experienced changes in their drug utilization following reassignment 
between 2007 and 2008, we analyzed CMS's Prescription Drug Event (PDE) 
claims data to compare beneficiaries' utilization of selected drugs 
taken continuously in 2007 before their random reassignment to their 
utilization of those same drugs in 2008.[Footnote 13] In so doing, we 
estimated the prevalence of any drug utilization changes in 2008. 
Specifically, we estimated the number of LIS beneficiaries who 
experienced a reduction in fills, a substitution with a therapeutic 
equivalent,[Footnote 14] or a complete discontinuation in 2008 of one 
or more selected drugs taken continuously in 2007. We then compared 
reassigned beneficiaries' drug utilization changes to those of two 
other groups--LIS beneficiaries who chose new plans, and LIS 
beneficiaries who did not change plans.[Footnote 15] We also compared 
changes in pharmacies used among the three groups between 2007 and 
2008.[Footnote 16] While we cannot attribute all drug utilization and 
pharmacy changes to the random reassignment process, we believe any 
differences in the rate of utilization changes between the randomly 
reassigned study group and the two comparison groups may suggest the 
potential influence of random reassignment on utilization. We reviewed 
the PDE data for soundness and consistency and determined that they 
were sufficiently reliable for our purposes. During interviews with 
SHIP representatives, we discussed the implications of the random 
reassignment process on LIS beneficiaries. For more details on the 
methodology used to estimate drug utilization and pharmacy changes 
following reassignment, see enclosure I. 

We conducted our work from June 2009 to May 2011 in accordance with 
all sections of GAO's Quality Assurance Framework that are relevant to 
our objectives. The framework requires that we plan and perform the 
engagement to obtain sufficient and appropriate evidence to meet our 
stated objectives and to discuss any limitations in our work. We 
believe that the information and data obtained, and the analysis 
conducted, provide a reasonable basis for any findings and conclusions 
in this product. 

Results in Brief: 

Drug coverage was somewhat more limited for benchmark compared to 
nonbenchmark PDPs and became gradually more restrictive for all PDPs 
from 2007 through 2010, while pharmacy access was comparable. The 
average number of drugs covered by benchmark PDP formularies was 
slightly smaller than the average covered by nonbenchmark PDP 
formularies--about 5 percent smaller in 2010, for example. Benchmark 
PDPs also imposed UM requirements on a similar to slightly greater 
share of drugs than other PDPs. For example, benchmark PDPs imposed at 
least one UM requirement on 28 percent of covered drugs compared with 
about 26 percent among nonbenchmark PDPs, on average, in 2010. Both 
benchmark and nonbenchmark PDPs experienced a gradual reduction in the 
number of drugs covered and a gradual increase in the number of drugs 
subject to at least one UM requirement from 2007 through 2010. Access 
to retail and mail order pharmacies was comparable among benchmark and 
nonbenchmark PDPs, with the average number of pharmacies per plan per 
state generally increasing during the period for both types of plans. 

The extent to which randomly reassigned LIS beneficiaries experienced 
changes in their drug and pharmacy utilization after reassignment was 
comparable to the extent of such changes among other LIS 
beneficiaries. Specifically, for drugs they had taken continuously for 
the full year of 2007, randomly reassigned and other LIS beneficiaries 
experienced comparable rates of reductions in drug fills, 
substitutions to therapeutically equivalent drugs, and 
discontinuations of the drugs in 2008. For example, 32 percent of 
randomly reassigned LIS beneficiaries experienced a reduction in fills 
in 2008, compared with 32 percent of LIS beneficiaries who chose new 
plans and 31 percent of LIS beneficiaries who did not change plans. 
Additionally, the share of LIS beneficiaries who experienced a change 
in pharmacies used in 2008 compared to 2007 was comparable across 
randomly reassigned and other LIS beneficiaries. While we did not 
identify measurable differences in the rates of utilization changes 
experienced by randomly reassigned beneficiaries compared to other LIS 
beneficiaries, beneficiary advisors said that the uniquely vulnerable 
LIS population may nevertheless experience hardships or inconvenience 
when changing prescription drug plans. 

HHS generally agreed with our findings. In particular, HHS stated that 
it concurred with our principal finding that the extent to which 
randomly reassigned LIS beneficiaries experienced changes in their 
drug and pharmacy utilization after reassignment was comparable to the 
extent of such changes among other LIS beneficiaries. However, HHS 
noted that our finding concerning the uniquely vulnerable LIS 
beneficiary population potentially facing particular hardships or 
inconveniences when changing drug plans was not supported by data in 
the report. Our report did not associate this finding to our data 
analyses, but instead noted that based on our discussions with 
beneficiary advisors, the particular hardships or inconveniences may 
exist despite our data analysis findings. 

Background: 

Medicare Part D offers prescription drug coverage for individuals age 
65 or older, certain disabled individuals under age 65, and people of 
all ages with End-Stage Renal Disease. The program offers additional 
subsidies for certain low income beneficiaries to help cover their out-
of-pocket prescription drug costs. 

Medicare Part D Benefit: 

The Medicare Prescription Drug, Improvement, and Modernization Act of 
2003 (MMA) expanded Medicare coverage to include a voluntary benefit 
program covering outpatient prescription drugs. Coverage under the 
program, known as Medicare Part D, went into effect on January 1, 
2006,[Footnote 17] and in 2010, enrolled about 23 million 
beneficiaries. Beneficiaries may purchase drug coverage through stand- 
alone PDPs or through MA-PD plans; the latter are part of Medicare 
Advantage plans, which provide all Medicare benefits. In each of these 
types of plans, both the beneficiary and the plan pay a portion of the 
cost of covered prescription drugs, with the beneficiary typically 
paying a monthly premium, an annual deductible, and copayments. 

Part D plans must offer a standard Part D benefit, set each year by 
CMS, or offer coverage that is actuarially equivalent to the standard 
Part D benefit.[Footnote 18] Part D plans must also meet certain 
requirements as to which drugs they cover. Specifically, CMS generally 
requires that plan formularies--lists of covered drugs--must include 
at least two drugs from each therapeutic class.[Footnote 19] 
Formularies must also include all or substantially all drugs within 
six designated drug categories: antidepressants, antipsychotics, 
anticonvulsants, anticancer drugs, immunosuppressants, and HIV/AIDS. 
[Footnote 20] In addition, plans must offer pharmacy networks that are 
robust enough to ensure access to covered Part D drugs for their 
beneficiaries--specifically the plans must include a retail pharmacy 
in their network that is within 2 miles of 90 percent of urban 
beneficiaries, 5 miles of 90 percent of suburban beneficiaries, and 15 
miles of 70 percent of rural beneficiaries.[Footnote 21] 

Part D plans have discretion in designing their formularies. As long 
as they meet the minimum formulary requirements, they may exclude 
particular drugs from their formularies. Additionally, plans may 
attempt to lower their drug costs by applying various UM requirements 
to specific drugs on their formularies.[Footnote 22] UM requirements 
may include (1) prior authorization, which requires the beneficiary, 
with help from their prescribing physician, to obtain the plan's 
approval before it will cover a particular drug; (2) quantity limits, 
which restrict the supply of a drug to the dosage or quantity provided 
within a certain period of time; and (3) step therapy, which requires 
the beneficiary to first try lower-cost drugs before a plan will cover 
a more costly drug. 

Medicare Part D Low-Income Subsidy: 

Part D offers a low-income subsidy program to eligible beneficiaries. 
To qualify for the LIS, Medicare beneficiaries must be enrolled in a 
Part D plan and have income and resources less than a threshold 
established by the MMA.[Footnote 23] In 2011, beneficiaries were 
eligible if their income was at or below 149 percent of the Federal 
Poverty Level (FPL) and their resources were equal to or below 
$12,640, if single, or $25,260, if married. Beneficiaries may receive 
a full or partial LIS, depending on their household income and 
resources. The majority of the LIS beneficiaries--almost 97 percent in 
2010--received the full LIS. In 2011, full LIS beneficiaries would pay 
no premium if enrolled in a benchmark PDP, no deductible, and a zero 
or nominal copayment for all out-of-pocket spending up to $4,550. 
Partial LIS beneficiaries would pay a share of a plan's premium based 
on a sliding scale, a $63 deductible, and a 15 percent copayment up to 
$4,550; beyond that, copayments were $2.50 for generic and $6.30 for 
brand name drugs.[Footnote 24] 

Each year, CMS establishes an LIS premium benchmark for each of the 34 
PDP regions[Footnote 25],[Footnote 26] by determining the average of 
the premiums charged by all Part D plans in the region and weighting 
that average by the number of LIS beneficiaries enrolled in each plan. 
[Footnote 27] Benchmark PDPs are those PDPs that offer standard Part D 
coverage and have premiums at or below the benchmark for their PDP 
region in a given year. Full LIS beneficiaries are entitled to a 
premium subsidy equal to 100 percent of the LIS premium subsidy amount 
if they are enrolled in a benchmark PDP. Full LIS beneficiaries may 
enroll in plans with premiums above the benchmark, but are responsible 
for paying the difference between their plan's premium and the 
benchmark. In 2010, there were 307 benchmark PDPs, constituting 8 
percent of the 3,849 total Part D plans; in which over 6 million LIS 
beneficiaries, or about 65 percent of the total, were enrolled. 
[Footnote 28] (See table 1.) 

Table 1: Number of Plans Available, Average Premium, and LIS 
Enrollment by Type of Part D Plan, 2010: 

Type of plan: Benchmark PDP; 
Plans available[A]: Number of plans: 307; 
Plans available[A]: Percent of all Part D plans: 8%; 
Average premium[B] (national): $28.83; 
LIS enrollment: Number of enrollees: 6,115,221; 
LIS enrollment: Percent of total enrollment: 65.15%. 

Type of plan: Nonbenchmark PDP; 
Plans available[A]: Number of plans: 1,269; 
Plans available[A]: Percent of all Part D plans: 33%; 
Average premium[B] (national): $44.27; 
LIS enrollment: Number of enrollees: 1,566,651; 
LIS enrollment: Percent of total enrollment: 16.69%. 

Type of plan: MA-PD; 
Plans available[A]: Number of plans: 2,273; 
Plans available[A]: Percent of all Part D plans: 59%; 
Average premium[B] (national): $14.46[C]; 
LIS enrollment: Number of enrollees: 1,704,744; 
LIS enrollment: Percent of total enrollment: 18.16%. 

Type of plan: Total Part D plans; 
Plans available[A]: Number of plans: 3,849; 
LIS enrollment: Number of enrollees: 9,386,616. 

Source: GAO analysis of CMS data. 

[A] The number of available Part D plans excludes plans with 
restricted enrollment--employer-sponsored, Demonstration, Cost, PACE, 
religious fraternal benefits plans, and plans with zero enrollment as 
of January 1 of each year. 

[B] Enrollment-weighted average. 

[C] This represents only the Part D portion of MA-PD premiums. In 
2010, MA-PD premiums ranged from $0 to $157. Overall, the drug portion 
of MA-PD premiums tends to be relatively lower than stand-alone PDP 
premiums in part because Medicare Advantage plans can use savings from 
other health services (rebates) to reduce their drug benefit premiums. 

[End of table] 

CMS's recalculation of the premium benchmark every year coupled with 
plan's yearly adjustment of premiums means some plans lose their 
status as benchmark PDPs from one year to the next. Additionally, some 
plans choose to leave the Part D program. To protect those LIS 
beneficiaries who were enrolled in a benchmark PDP in one year but 
whose plans lost benchmark status or departed the program the 
following year, the MMA requires CMS to randomly reassign such 
beneficiaries to other PDPs whose premiums are at or below the 
benchmark. From 2007 through 2010, about 3.5 million LIS beneficiaries 
were randomly reassigned at least once; about 36 percent of them were 
reassigned two or more times.[Footnote 29] 

Drug Coverage Was Somewhat More Limited for Benchmark Compared to 
Nonbenchmark PDPs and Became Gradually More Restrictive among All PDPs 
from 2007 through 2010, While Pharmacy Access Was Comparable: 

Benchmark PDPs generally covered a somewhat smaller number of drugs 
compared with nonbenchmark PDPs, and the number of drugs covered 
declined among all PDPs from 2007 through 2010. In 2010, for example, 
benchmark PDPs covered an average of 1,402 drugs, about 5 percent 
fewer than the average of 1,479 drugs covered by nonbenchmark PDPs. 
(See figure 1.) Between 2007 and 2010, the average number of drugs 
covered by benchmark and nonbenchmark PDPs declined by about 35 
percent.[Footnote 30] 

Figure 1: Average Number of Drugs Covered among Benchmark and 
Nonbenchmark PDPs, 2007 through 2010: 

[Refer to PDF for image: vertical bar graph] 

Year: 2007; 
Benchmark PDPs: 2,144; 
Nonbenchmark PDPs: 2,279. 

Year: 2008; 
Benchmark PDPs: 1,690; 
Nonbenchmark PDPs: 1,769. 

Year: 2009; 
Benchmark PDPs: 1,586; 
Nonbenchmark PDPs: 1,698. 

Year: 2010; 
Benchmark PDPs: 1,402; 
Nonbenchmark PDPs: 1,479. 

Source: GAO analysis of CMS data. 

Notes: The number of available Part D plans used in this analysis 
excludes plans with restricted enrollment--employer-sponsored, 
Demonstration, Cost, PACE, religious fraternal benefit plans, and 
plans with zero enrollment as of January 1 of each year. 

In 2007 and 2008, CMS established a "de minimis" policy allowing full 
LIS beneficiaries in plans with premiums rising above the benchmark by 
no more than $2 in 2007 and no more than $1 in 2008 to remain in their 
plans without having to pay the difference between the plan's premium 
and the benchmark. In our analysis, we included de minimis plans in 
our count of 2007 and 2008 benchmark PDPs--de minimis plans accounted 
for almost 24 percent of our total count of benchmark PDPs in 2007 and 
almost 11 percent in 2008. 

[End of figure] 

Though benchmark PDPs covered somewhat fewer drugs overall from 2007 
through 2010, coverage at the therapeutic class level was comparable 
between benchmark and nonbenchmark PDPs, on average, for about 75 
percent of about 170 therapeutic classes covered throughout this time 
period. Within these classes, benchmark PDPs covered at least as many 
drugs as did nonbenchmark PDPs. In the remaining 25 percent of 
therapeutic classes, nonbenchmark PDPs generally covered, on average, 
from 1 to 5 more drugs within those classes than did benchmark PDPs. 
[Footnote 31] 

All PDPs imposed at least one type of UM requirement--prior 
authorization, quantity limits, or step therapy--to control 
utilization of certain drugs that are expensive, potentially risky, or 
subject to abuse, misuse, or experimental use. In 2010, benchmark PDPs 
generally imposed UM requirements on a similar to slightly greater 
share of drugs than nonbenchmark PDPs, and the use of such controls 
has increased among all PDPs since 2007. Specifically, in 2010, 
benchmark PDPs imposed at least one of the three UM requirements on an 
average of 28 percent of drugs, compared with an average of about 26 
percent among nonbenchmark PDPs. The percentage of covered drugs 
subject to at least one UM requirement has generally increased among 
all PDPs over time--among benchmark PDPs, it increased from 17 percent 
in 2007 to 28 percent in 2010; for nonbenchmark PDPs, it increased 
from 16 percent to 26 percent.[Footnote 32] (See figure 2.) 

Figure 2: Average Percentage of Drugs Subject to at Least One 
Utilization Management (UM) Requirement among Benchmark and 
Nonbenchmark PDPs, 2007 through 2010: 

[Refer to PDF for image: vertical bar graph] 

Year: 2007; 
Benchmark PDPs: 17%; 
Nonbenchmark PDPs: 16%. 

Year: 2008; 
Benchmark PDPs: 23%; 
Nonbenchmark PDPs: 23%. 

Year: 2009; 
Benchmark PDPs: 27%; 
Nonbenchmark PDPs: 26%. 

Year: 2010; 
Benchmark PDPs: 28%; 
Nonbenchmark PDPs: 26%. 

Source: GAO analysis of CMS data. 

Notes: The number of available Part D plans used in this analysis 
excludes plans with restricted enrollment--employer-sponsored, 
Demonstration, Cost, PACE, religious fraternal benefit plans, and 
plans with zero enrollment as of January 1 of each year. 

In 2007 and 2008, CMS established a "de minimis" policy allowing full 
LIS beneficiaries in plans with premiums rising above the benchmark by 
no more than $2 in 2007 and no more than $1 in 2008 to remain in their 
plans without having to pay the difference between the plan's premium 
and the benchmark. In our analysis, we included de minimis plans in 
our count of 2007 and 2008 benchmark PDPs--de minimis plans accounted 
for almost 24 percent of our total count of benchmark PDPs in 2007 and 
almost 11 percent in 2008. 

[End of figure] 

Benchmark PDPs provided generally comparable access to retail and mail 
order pharmacies compared with other plans since 2007. During this 
period, the average number of pharmacies per plan per state was about 
the same between benchmark and nonbenchmark PDPs--1,179 and 1,166, 
respectively. (See figure 3.) Over time, the average number of 
pharmacies per plan per state increased slightly among both types of 
PDPs--reaching 1,211 and 1,209 for benchmark and nonbenchmark PDPs in 
2010, up from 1,137 and 1,123 in 2007. In addition, the percentage of 
benchmark and nonbenchmark PDPs offering a mail order pharmacy was 
relatively comparable during this period, ranging between 83 and 92 
percent among benchmark PDPs, and between 87 and 94 percent among 
nonbenchmark PDPs from 2007 through 2010.[Footnote 33] 

Figure 3: Average Number of Pharmacies, per Plan, per State, for 
Benchmark and Nonbenchmark PDPs, 2007 through 2010: 

[Refer to PDF for image: vertical bar graph] 

Year: 2007; 
Benchmark PDPs: 1,137; 
Nonbenchmark PDPs: 1,123. 

Year: 2008; 
Benchmark PDPs: 1,181; 
Nonbenchmark PDPs: 1,158. 

Year: 2009; 
Benchmark PDPs: 1,185; 
Nonbenchmark PDPs: 1,173. 

Year: 2010; 
Benchmark PDPs: 1,211; 
Nonbenchmark PDPs: 1,209. 

Source: GAO analysis of CMS data. 

Notes: The number of available Part D plans used in this analysis 
excludes plans with restricted enrollment--employer-sponsored, 
Demonstration, Cost, PACE, religious fraternal benefit plans, and 
plans with zero enrollment as of January 1 of each year. 

In 2007 and 2008, CMS established a "de minimis" policy allowing full 
LIS beneficiaries in plans with premiums rising above the benchmark by 
no more than $2 in 2007 and no more than $1 in 2008 to remain in their 
plans without having to pay the difference between the plan's premium 
and the benchmark. In our analysis, we included de minimis plans in 
our count of 2007 and 2008 benchmark PDPs--de minimis plans accounted 
for almost 24 percent of our total count of benchmark PDPs in 2007 and 
almost 11 percent in 2008. 

[End of figure] 

Changes in Drug and Pharmacy Utilization Were Comparable among 
Randomly Reassigned and Other LIS Beneficiaries from 2007 to 2008: 

Randomly reassigned LIS beneficiaries experienced similar rates of 
changes in their drug and pharmacy utilization compared with other LIS 
beneficiaries in 2008.[Footnote 34] Reductions in fills were the most 
common drug utilization change, and the share of beneficiaries who 
experienced a reduction in fills was similar across randomly 
reassigned and other LIS beneficiaries. Specifically, about 32 percent 
of randomly reassigned beneficiaries, 32 percent of beneficiaries who 
chose a new plan, and 31 percent of beneficiaries who did not change 
plans experienced a reduction in fills in 2008 for at least one of the 
drugs they took continuously in 2007. A smaller, but comparable, share 
of randomly reassigned and other LIS beneficiaries substituted at 
least one of their drugs taken continuously in 2007 with a therapeutic 
equivalent (including generics) in 2008. Specifically, about 14 
percent of randomly reassigned beneficiaries, 13 percent of those 
beneficiaries who chose a new plan, and 12 percent of beneficiaries 
who did not change plans substituted at least one of their 2007 drugs 
for a therapeutic equivalent in 2008. Similarly, a small but 
comparable share of randomly reassigned and other LIS beneficiaries 
discontinued taking at least one drug in 2008 that they had taken 
continuously in 2007. Specifically, about 6 percent of randomly 
reassigned beneficiaries, 7 percent of beneficiaries who chose a new 
plan, and 6 percent of beneficiaries who did not change plans 
experienced a drug discontinuation in 2008. (See figure 4.) 

Figure 4: Drug Utilization Changes in 2008 among Randomly Reassigned 
and Other LIS Beneficiaries: 

[Refer to PDF for image: vertical bar graph] 

Type of drug utilization change: Reduced fills; 
Randomly reassigned: 32%; 
Chose new plan: 32%; 
Did not change plans: 31%. 

Type of drug utilization change: Substitutions; 
Randomly reassigned: 14%; 
Chose new plan: 13%; 
Did not change plans: 12%. 

Type of drug utilization change: Discontinuations; 
Randomly reassigned: 6%; 
Chose new plan: 7%; 
Did not change plans: 6%. 

Source: GAO analysis of CMS data. 

[End of figure] 

We also compared changes in pharmacy utilization from 2007 to 2008 
between randomly reassigned and other LIS beneficiaries and found that 
the share who experienced a change was comparable among randomly 
reassigned and other LIS beneficiaries. Specifically, about 33 percent 
of randomly reassigned beneficiaries, 29 percent of those who chose a 
new plan, and 32 percent of those who did not change plans had a 
change in pharmacy in 2008. 

While randomly reassigned LIS beneficiaries experienced comparable 
changes in drug and pharmacy utilization compared to other LIS 
beneficiaries, the LIS population may nevertheless experience 
particular hardships or inconvenience when changing prescription drug 
plans relative to other, non-LIS beneficiaries. According to 
representatives from several SHIPs we spoke with, LIS beneficiaries 
are generally more likely than other Medicare beneficiaries to have 
physical or cognitive impairments in addition to lower incomes. These 
limitations may affect their ability to navigate changes associated 
with their new prescription drug plans. For example, according to SHIP 
representatives, accounting for changing or increased UM requirements 
may present challenges to LIS beneficiaries, who may need to seek 
reauthorization from their new plan for prescriptions they are 
currently taking. According to CMS officials, the agency has policies 
in place to help beneficiaries transition between Part D drug plans. 
For example, plans are required to provide newly enrolled 
beneficiaries with access to at least a 30 day transition supply of 
any drug covered by a prior plan within the first 90 days of their 
enrollment, even if the new plan does not include the drug on its 
formulary. 

Agency Comments and Our Evaluation: 

We received written comments from HHS on a draft of this report (see 
enclosure II). HHS generally agreed with our findings. In particular, 
HHS stated that it concurred with our principal finding that the 
extent to which randomly reassigned LIS beneficiaries experienced 
changes in their drug and pharmacy utilization after reassignment was 
comparable to the extent of such changes among other LIS 
beneficiaries. However, the agency also stated that our finding 
concerning the LIS beneficiary population potentially facing 
particular hardships or inconveniences when changing drug plans was 
not supported by data in the report. Our report did not associate this 
finding with our data analyses, but instead noted that particular 
hardships or inconveniences may exist despite our data analysis 
findings. Beneficiary advisors from several SHIP organizations we 
contacted discussed how the LIS beneficiaries are more likely than 
other Medicare beneficiaries to have physical or cognitive impairments 
in addition to lower incomes, which could affect their ability to 
navigate changes associated with new prescription drug plans. 

As arranged with your offices, unless you publicly announce the 
contents of this correspondence earlier, we plan no further 
distribution until 30 days from the date of this report. At that time, 
we will send copies of this correspondence to the Secretary of HHS. In 
addition, the correspondence will be available at no charge on GAO's 
Web site at [hyperlink, http://www.gao.gov]. If you or your staffs 
have any questions about this report, please contact me at (202) 512-
7114 or kingk@gao.gov. Contact points for our Offices of Congressional 
Relations and Public Affairs may be found on the last page of this 
correspondence. GAO staff who made major contributions to this 
correspondence are listed in enclosure III. 

Signed by: 

Kathleen M. King: 
Director, Health Care: 

Enclosures - 3: 

[End of section] 

Enclosure I: Methodology for Determining Use Changes Following 
Reassignment: 

This enclosure provides additional details regarding our scope and 
methodology for reporting changes in drug and pharmacy utilization 
between 2007 and 2008 for randomly reassigned and other low-income 
subsidy (LIS) beneficiaries. 

To determine whether a study group of randomly reassigned LIS 
beneficiaries experienced changes in their drug utilization following 
reassignment between 2007 and 2008, we obtained and analyzed 
Prescription Drug Event (PDE) claims data[Footnote 35] to compare 
beneficiaries' use of selected drugs taken continuously in 2007 before 
their random reassignment to their use of those same drugs in 2008. To 
control for expected changes from year to year, we compared 
experiences among our study group of those randomly reassigned in 2008 
to the experiences among two comparison groups: LIS beneficiaries who 
chose new plans in 2008 and LIS beneficiaries who did not change plans 
in 2008. We also compared changes in pharmacies used among the three 
groups between 2007 and 2008. 

Step 1: Identify Selected Drugs for Analysis: 

We compiled a list of the most utilized chronic condition drugs by LIS 
beneficiaries in 2007 to form the basis of our analysis of drug 
utilization changes in 2008 among randomly reassigned and other LIS 
beneficiaries. To develop this list, we analyzed PDE claims data from 
2007 to determine the frequency of drugs utilized by LIS beneficiaries 
in that year. Drugs were identified at their drug name level.[Footnote 
36] We then limited this list of drugs utilized by LIS beneficiaries 
to the top 100 drugs taken primarily for the long-term treatment of 
chronic conditions.[Footnote 37],[Footnote 38] Selecting only drugs 
used to treat chronic conditions was done to ensure no changes could 
be attributed to a routine discontinuation of a short-term medication. 

Step 2: Creating Study Groups: 

To determine how utilization changes for selected drugs compared among 
randomly reassigned and other LIS beneficiaries, we created a study 
group--beneficiaries who were randomly reassigned in 2008, and two 
comparison groups--beneficiaries who chose new plans in 2008, and 
beneficiaries who did not change plans in 2008.[Footnote 39] 

To create these groups, we first established our study population. To 
be included in our analysis, LIS beneficiaries had to meet the 
following criteria: 

* they received the LIS throughout 2007 and 2008; 

* they were enrolled continuously in a plan throughout 2007 and 2008; 
[Footnote 40] and: 

* they filled prescriptions for one or more of the 100 most utilized 
drugs for chronic conditions continuously through 2007.[Footnote 41] 

Step 3: Determining Drug Utilization Changes: 

To determine if beneficiaries in the three study groups experienced 
any changes in their drug utilization in 2008 for at least one of the 
drugs they took continuously in 2007, we identified instances of 
discontinuations, substitutions, and reduced fills in 2008. We used 
the following rules to define what constituted a discontinuation, 
substitution, or reduced fill: 

* Discontinuations: 

- The beneficiary had zero fills in 2008 for a drug taken continuously 
in 2007; or: 

- The beneficiary had only one fill for a drug taken continuously in 
2007 during the first quarter of 2008[Footnote 42] and zero fills 
during the rest of 2008; and: 

- The beneficiary had zero fills for a therapeutically equivalent 
(substitute)[Footnote 43] drug in 2008. 

* Substitutions: 

- The beneficiary had at least one fill for a therapeutically 
equivalent drug in 2008; and: 

- The beneficiary had fewer than 11 fills of the original drug in 2008. 

* Reduced fills[Footnote 44],[Footnote 45] 

- A beneficiary filled a drug taken continuously in 2007 at least one 
time in 2008, but had fewer than the 11 fills that constitute 
continuous coverage; or: 

- A beneficiary filled a substituted therapeutically equivalent drug 
at least one time in 2008, but had fewer than 11 fills; or: 

- A beneficiary's combined fills for the original drug and a 
substituted drug in 2008 are greater than zero but less than 11 fills. 

Using these rules, we estimated the percentage of beneficiaries in 
each study group who experienced a discontinuation, substitution, or 
reduced fill in 2008 for at least one of the drugs they took 
continuously in 2007. 

Step 4: Determining Changes in Pharmacy Utilization: 

To determine the extent to which beneficiaries in our study groups 
used a different pharmacy in 2008 from those used in 2007, we analyzed 
PDE claims data to identify instances where a beneficiary filled a 
prescription at a specific pharmacy in 2007 but not at that pharmacy 
in 2008, or where a beneficiary filled a prescription at a specific 
pharmacy in 2008, but not at that pharmacy in 2007. We controlled for 
instances where a beneficiary filled a prescription at different 
pharmacies within the same chain. 

Data Reliability and Limitations: 

This analysis does not take into account the specific clinical 
circumstances of each change in utilization, and not all changes can 
be accurately identified by our measures of discontinuations, reduced 
fills, or substitutions. For example, a beneficiary may have had one 
2007 drug replaced with two substitute drugs in 2008. Our approach 
would count just one substitution. Our analysis thus provides 
estimates of discontinuations, substitutions, and reduced fills--not 
actual counts. However, because the extent of any inaccurately 
identified utilization changes is not likely to differ systematically 
among the study groups, we believe our estimates of the rates of 
differences in utilization changes among the groups are reasonable. 

To ensure the claims and enrollment data we used were sufficiently 
reliable for our purposes, we reviewed related documentation and 
tested the data to identify outliers, missing data, and other 
potential sources of errors. We concluded that the data were 
sufficiently reliable for the purposes of this report. 

[End of section] 

Enclosure II: Comments from the Department of Health and Human 
Services: 

Department of Health and Human Services:	
Office of The Secretary: 
Assistant Secretary for Legislation: 
Washington, DC 20201: 

June 10, 2011: 

Kathleen King, Director: 
Health Care: 
U.S. Government Accountability Office: 
441 G Street N.W. 
Washington, DC 20548: 

Dear Ms. King: 

Attached are comments on the U.S. Government Accountability Office's 
(GAO) draft correspondence entitled, "Medicare Part D: Changes in 
Utilization Similar for Randomly Reassigned and Other Low Income 
Subsidy Beneficiaries" (GAO 11-546R). 

The Department appreciates the opportunity to review this draft 
correspondence prior to publication. 

Sincerely, 

Signed by: 

Jim R. Esquea: 
Assistant Secretary for Legislation: 

Attachment: 

[End of letter] 

General Comments Of The Department Of Health and Human Services (HHS) 
On The U.S. Government Accountability Office's (GAO) Draft 
Correspondence Entitled, "Medicare Part D: Changes In Utilization 
Similar For Randomly Reassigned And Other Low Income Subsidy 
Beneficiaries" (GAO-11-546R) 

The Department appreciates the opportunity to review and comment on 
this draft correspondence. 

Access to medication for Low Income Subsidy (LIS) beneficiaries, a 
vulnerable population, is critical for their continuity of care. The 
findings of this report are positive and do not show any negative 
effect of the reassignment of LIS beneficiaries to a different plan.
The Centers for Medicare and Medicaid Services (CMS) does note that on 
Page 6, where GAO writes, "While we did not identify measurable 
differences in the rates of utilization changes experienced by 
randomly reassigned beneficiaries compared to other LIS beneficiaries, 
beneficiary advisors said that the uniquely vulnerable population may 
nevertheless experience hardships or inconvenience when changing 
prescription drug plans," that this statement is not supported by data 
represented in the report. 

We concur with GAO's principal conclusion that the extent to which 
reassigned LIS beneficiaries experienced changes in their drug and 
pharmacy utilization after reassignment was comparable to the extent 
of such changes among other LIS beneficiaries. 

[End of section] 

Enclosure III: GAO Contact and Staff Acknowledgments: 

GAO Contact: 

Kathleen M. King, (202) 512-7114 or kingk@gao.gov: 

Staff Acknowledgments: 

In addition to the contact named above, Randy DiRosa, Assistant 
Director; Nick Bartine; George Bogart; Zhi Boon; Shirin Hormozi; Megan 
M. Moore; Laurie Pachter; and Pauline Seretakis made key contributions 
to this report. 

[End of section] 

Footnotes: 

[1] Medicare Prescription Drug, Improvement, and Modernization Act of 
2003 (MMA). Pub. L. No. 108-173, § 101, 117 Stat. 2066, 2071 (adding a 
new Part D to title XVIII of the Social Security Act (SSA) which 
establishes a voluntary Medicare prescription drug benefit program 
(codified at 42 U.S.C. §§ 1395 w-101 et seq.)) (SSA § 1860D-14 
establishes premium and cost-sharing subsidies for low-income 
individuals (codified at 42 U.S.C. § 1395w-14)). Under the Part D drug 
program, coverage for all Medicare beneficiaries is subsidized; 
however, LIS beneficiaries receive additional subsidy support. 

[2] The Part D population eligible for LIS may be substantially 
greater. For example, according to a September 2010 report by the 
Henry J. Kaiser Family Foundation, more than 2 million Medicare 
beneficiaries were eligible for the LIS in 2009 but did not receive it. 

[3] The number of total Medicare Part D enrollees excludes individuals 
enrolled in plans with restricted enrollment, i.e., employer-
sponsored, Demonstration, Cost, PACE, religious fraternal benefits 
plans, and plans with zero enrollment as of January 1 of each year. 

[4] The full LIS covers 100 percent of the premium up to the benchmark 
amount and all of the deductibles. To be eligible for the full LIS in 
2011, a beneficiary needs to have an income at or below 135 percent of 
the Federal Poverty Level (FPL) and resources of no more than $8,180, 
if single, or $13,020, if married. Beneficiaries with greater income 
and resources, but no more than 149 percent of the FPL and resources 
no more than $12,640, if single, or $25,260, if married, are eligible 
to receive the partial LIS, which covers 25 to 75 percent of the 
premium and a portion of the deductible. According to CMS, in 2010, 
about 97 percent of LIS beneficiaries received the full LIS. 
Regardless of the type of subsidy, LIS beneficiaries may have to pay 
some portion of their copayments. 

[5] MA-PDs provide drug coverage to beneficiaries enrolled in Medicare 
Advantage, Medicare's managed care program. Medicare Advantage plans 
provide all Part A and Part B coverage and may offer extra coverage, 
such as vision, hearing, dental, and/or health and wellness programs. 
Most Medicare Advantage plans include Part D prescription drug 
coverage. 

[6] MMA, Pub. L. No. 108-173, § 101, 117 Stat. 2073 (adding SSA, § 
1860D-1(b)(1)(C) (codified at 42 U.S.C. § 1395w-101(b)(1)(C)). Only 
LIS beneficiaries eligible for the full LIS are subject to random 
reassignment unless a plan terminates (in which case all affected 
beneficiaries may be randomly reassigned). According to CMS officials, 
the vast majority of reassignments--from almost 100 percent in 2007 to 
about 73 percent in 2010--occur as a result of premium increases. 

[7] The LIS beneficiaries we refer to in this report as "randomly 
reassigned" are those who actually underwent random reassignment to 
new benchmark PDPs by CMS. 

[8] Step therapy requires that a beneficiary try lower-cost drugs 
before a plan will cover a more costly drug. 

[9] While LIS beneficiaries may enroll in MA-PDs, they may be randomly 
reassigned only into benchmark PDPs. Also, because MA-PDs are part of 
Medicare Advantage plans, which cover all Medicare benefits, the 
decision to enroll in an MA-PD is likely to take into account factors 
in addition to drug benefits, such as the plan medical benefits and 
network access to doctors and hospitals. For these reasons, we focus 
the comparative analysis of drug plans on benchmark and nonbenchmark 
PDPs. However, where applicable, we do provide some comparable 
information for MA-PDs. 

[10] The most recent data available at the time of our review was for 
2008. 

[11] The Health Plan Management System (HPMS) is the electronic 
information and communication system between CMS and sponsors 
participating in Medicare parts C and D. HPMS collects data for and 
manages a number of plan enrollment processes, such as: application 
process, bid/benefit package submissions, and formulary submissions. 

[12] The State Health Insurance and Assistance Program (SHIP) is a 
state-based program, funded through CMS grants, that offers free 
counseling and assistance to people with Medicare and their families. 
For example, according to SHIP representatives, SHIP counselors often 
help LIS beneficiaries in selecting plans or understanding and dealing 
with the random reassignment process. The program is administered by 
the states. For our interviews, we selected SHIPs based on 
geographical diversity and the size of states' LIS population. We 
interviewed SHIP representatives from Alabama, Arizona, California, 
Colorado, Illinois, Louisiana, Maine, New York, and West Virginia. 

[13] CMS's Prescription Drug Event (PDE) claims data contain a record 
of each claim reimbursed under Part D, including, among other things, 
the plan in which the beneficiary was enrolled, whether the drug was 
covered by the plan, the quantity of drug supplied, and LIS status of 
the beneficiary. PDE claims data for 2008 were the most recent 
available at the time of our review. 

[14] Drugs that possess a similar chemical structure and similar 
therapeutic effects are grouped into therapeutic classes. There are 
five therapeutic class levels, ranging from therapeutic class level 1 
(the broadest possible classification) to therapeutic class level 5 
(the narrowest possible classification). We used Thomson Reuters' RED 
BOOKTM data on therapeutic class, specifically therapeutic class level 
2 (TC2). Examples of TC2s include Antidepressant, Antidiabetic, 
Antiasthma, and Calcium Channel Blocker. In our analysis, we consider 
drugs to be therapeutically equivalent if they are in the same 
therapeutic class level 2. 

[15] LIS beneficiaries who were originally subject to random 
reassignment but instead decided to either self-select a new plan or 
stay in their original plan were also included in these two comparison 
groups. 

[16] Our analysis of pharmacy changes did not include changes from one 
pharmacy to another within the same pharmacy chain. 

[17] See SSA § 1860D-1(a)(2), as added by MMA 117 Stat. 2072. 

[18] See SSA § 1860D-2(c), as added by MMA 117 Stat. 2079. 

[19] See 42 C.F.R. § 423.120(b)(2) (2010). This requirement to cover 
at least two drugs per therapeutic class does not apply when there is 
only one drug in the class or category or when CMS has given approval 
to a plan to cover fewer than two drugs. 

[20] See SSA § 1860D-4(b)(3)(G), as added by Pub. L. No. 110-275, 122 
Stat. 2581. 

[21] MMA, Pub. L. No. 108-173, § 101, 117 Stat. 2083 (adding SSA, § 
1860D-4(b)(1)(C) (codified at 42 U.S.C. § 1395w-114(a)); 42 C.F.R. 
§423.120(a)(1)(2010). 

[22] See SSA § 1860D-4(c)(1)(A), as added by MMA 117 Stat 2086. 

[23] See MMA, Pub. L. No. 108-173, § 101, 117 Stat. 2107 (adding SSA, 
§ 1860D-14(a)) (codified at 42 U.S.C. § 1395w-114(a)). This provision 
directs CMS to update the resource limits for the LIS each year based 
on the annual percentage increase in the Consumer Price Index, All 
Urban Consumers, as of September of the previous year. 

[24] The MMA requires the copayments for LIS beneficiaries under the 
standard benefit to be indexed annually to the increase in average 
total drug expenses of Medicare beneficiaries. MMA, Pub. L. No. 108- 
173, § 101, 117 Stat. 2077 (adding SSA, §§ 1860D-2(b)(4)(A) (codified 
at 42 U.S.C. § 1395w-102(b)(4)(A)). 

[25] CMS established 34 geographic regions for the administration of 
PDPs and 26 regions for the administration of MA-PDs. See MMA, Pub. L. 
No. 108-173, §§ 101, 221(c), 117 Stat. 2092, 2181 (adding SSA, §§ 
1860D-11(a), 1858(a)) (codified at 42 U.S.C. § 1395w-111(a)). Plan 
costs and coverage vary by region. 

[26] This benchmark is set at the regional level but applies to each 
state within the region. 

[27] The MMA directed CMS to use a weighted average to calculate the 
benchmark amount. Since then, according to CMS officials, CMS has 
adjusted its weighting method for calculating the benchmark, mostly in 
an effort to increase the benchmark, and consequently, to increase the 
number of benchmark PDPs. 

[28] Using numbers reported in a September 2010 report by the Henry J. 
Kaiser Family Foundation, we calculated that, in 2010, only about 11 
percent of LIS beneficiaries enrolled in MA-PD plans paid any drug- 
related premiums. 

[29] LIS beneficiaries who would otherwise be randomly reassigned 
because they are enrolled in PDPs losing their benchmark status the 
following year may decide instead to choose their own plan. They may 
either stay in their original plan or enroll in a plan of their own 
choosing. In 2010, of the 922,272 LIS beneficiaries who would have 
been subject to random reassignment, almost 92 percent were randomly 
reassigned. The other 8 percent chose their own plan--roughly half 
chose to stay in their current plan and half chose a new plan. 

[30] Benchmark PDPs also covered fewer drugs than MA-PDs during this 
period. For example, in 2010, benchmark PDPs covered, on average, 
about 13 percent fewer drugs than MA-PDs. In addition, as among 
benchmark and nonbenchmark PDPs, the number of drugs covered by MA-PDs 
declined from 2007 to 2010. 

[31] In 2010, analgesics was the only therapeutic class where the 
difference was more than 5 drugs--nonbenchmark PDPs covered an average 
of 76 drugs, 9 drugs more than the average of 67 drugs covered by 
benchmark PDPs. 

[32] Benchmark PDPs also imposed at least one UM requirement on a 
slightly greater number of drugs than MA-PDs. For example, in 2010, 
benchmark PDPs, imposed on average, at least one UM requirement on 28 
percent of drugs compared to 24 percent among MA-PDs. As among 
benchmark and nonbenchmark PDPs, use of UM requirements among MA-PDs 
increased from 2007 to 2010. 

[33] Benchmark PDPs offered better access to retail pharmacies 
compared to MA-PDs. From 2007 through 2010, the average number of 
pharmacies per plan per state was significantly higher among benchmark 
PDPs than among MA-PDs at 1,179 and 323 respectively. Access to mail 
order pharmacies among MA-PDs was relatively comparable to benchmark 
PDPs. 

[34] For our analysis, we compared drug and pharmacy utilization 
changes among three groups: beneficiaries who were randomly reassigned 
in 2008; beneficiaries who chose new plans in 2008; and beneficiaries 
who did not change plans in 2008. The three groups included: 540,723 
randomly reassigned LIS beneficiaries; 1,712,495 LIS beneficiaries who 
did not change plans; and 197,653 LIS beneficiaries who chose a new 
plan for 2008. All beneficiaries included in the groups took one or 
more drugs used to treat chronic conditions continuously in 2007. 

[35] CMS's Prescription Drug Event (PDE) claims data contain a record 
of each claim reimbursed under Part D, including, among other things, 
the plan in which the beneficiary was enrolled, whether the drug was 
covered by the plan, the quantity of drug supplied, and LIS status of 
the beneficiary. PDE claims data for 2008 were the most recent 
available at the time of our review. 

[36] We identified these drugs using their National Drug Code. This 
code identifies a drug's manufacturer, product name, strength, and 
dosage form, among other information. We then condensed this 
information to capture all drugs with the same product name, 
regardless of strength and dosage form. 

[37] We used the maintenance drug code data field from Thomson 
Reuters' RED BOOK™--a database containing drug pricing and other drug-
related information--to determine which drugs were used primarily for 
the long-term treatment of chronic conditions. 

[38] We also identified these drugs' therapeutic classes. Drugs that 
possess a similar chemical structure and similar therapeutic effects 
are grouped into therapeutic classes. There are five therapeutic class 
levels, ranging from therapeutic class level 1 (the broadest possible 
classification) to therapeutic class level 5 (the narrowest possible 
classification). We used Thomson Reuters' RED BOOK™ data on 
therapeutic class in our analysis, specifically therapeutic class 
level 2 (TC2). Examples of TC2s include Antidepressant, Antidiabetic, 
Antiasthma, and Calcium Channel Blocker. Our analysis excluded drugs 
that were not associated with a TC2 code. 

[39] LIS beneficiaries who were subject to random reassignment but 
instead decided to either self-select a new plan or stay in their 
original plan were also included in these two comparison groups. 

[40] Beneficiaries did not need to be enrolled in the same plan for 
both 2007 and 2008; they only needed to be enrolled continuously 
within a plan during each of these two years. 

[41] Each Part D claim for these 100 drugs had to have been for a 
minimum of a 28-day supply of the drug, which was then adjusted to a 
30-day equivalent. For our analysis, we consider each 30-day 
equivalent to be one "fill." To have taken a drug continuously, the 
beneficiary must have had between 11 and 13 "fills" for that drug in 
2007. 

[42] Permitting one fill accounts for likely instances where a 
randomly reassigned beneficiary uses the one transition fill required 
under Medicare Part D while pursuing a change to a therapeutically 
equivalent drug. See 42 C.F.R. § 423.120(b)(3) (2010). 

[43] In our analysis, we consider a drug to be therapeutically 
equivalent if it has the same TC2 classification as the original drug. 

[44] To adjust for any fills that may span between 2007 and 2008, if a 
beneficiary's last prescription in 2007 occurred in October, November, 
or December, and if the days supply was for greater than 45 days, we 
adjusted the prescription to its 30-day equivalent and added that 
number to a beneficiary's 2008 fill count. 

[45] This measure also captured delays in prescription fills. 

[End of section] 

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