MEDICAID PREFERRED DRUG LIST OPTIONS FOR STATES

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MEDICAID PREFERRED DRUG LIST OPTIONS FOR STATES
MEDICAID PREFERRED DRUG LIST
    OPTIONS FOR STATES

State Medicaid Alternative Reimbursement and
Purchasing Test for High-cost Drugs (SMART-D)

               February 2020

                 Center for Evidence-based Policy
                 Oregon Health & Science University
                 3030 SW Moody Ave., Suite 250
                 Portland, OR 97201
                 Phone: 503-494-2182 • Fax: 503-494-3807
                 http://centerforevidencebased policy.org
MEDICAID PREFERRED DRUG LIST OPTIONS FOR STATES
The SMART-D Initiative

State Medicaid programs must navigate the
complicated landscape of drug purchasing.
To help states make informed drug coverage
decisions, the State Medicaid Alternative
Reimbursement and Purchasing Test for High-
Cost Drugs (SMART-D) initiative was launched in
February 2016 by the Center for Evidence-based
Policy at Oregon Health & Science University,
with financial support from the Laura and John       In 2019, SMART-D began a new phase of work
Arnold Foundation, now Arnold Ventures. The          on pharmacy policy interventions. This phase
initiative is a collaborative effort to support      will run until September 2021 and provide
states in the development of alternative payment     research and technical assistance to states on 2
models (APMs) for prescription drugs and             focus areas: multi-payer purchaser partnerships
pharmacy policy interventions.                       involving Medicaid, other public purchasers, and
                                                     private insurance carriers; and single and aligned
From 2016 to 2018, the SMART-D initiative            preferred drug lists (PDLs) for Medicaid managed
focused on helping states identify potential APMs    care states.
for managing Medicaid prescription drug costs.
These APM options are designed to improve            This brief on preferred drug list options compiles
access to evidence-based therapies for Medicaid      our survey of the existing evidence and blends
enrollees, while helping policymakers predict        it with states’ experiences to date. The analysis
and manage prescription drug costs in a manner       will serve as the basis of the SMART-D team’s
that connects price, payment, value, and health      technical assistance to a selection of states as
outcomes. Drawing upon international and             they seek to innovate in the areas of multi-agency
U.S. commercial market models, our research          purchasing and preferred drug lists. Both the
identified a series of alternative payment options   multi-agency purchasing and PDL options brief
and existing legal pathways for state Medicaid       will be posted at http://smart-d.org/research-and-
programs to use when paying for high-cost drugs.     reports when final.

                The Phase 1 SMART-D reports are listed below and can be found at:
                http://smart-d.org/research-and-reports.

                   • SMART-D Phase 1 Summary Report, September 2016
                   • Medicaid and Specialty Drugs: Policy Options, June 2016
                   • SMART-D Economic Analysis, September 2016
                   • SMART D Alternative Payment Model Brief, October 2016
                   • SMART-D Legal Brief, September 2016

                           Medicaid Preferred Drug List Options for States • 2
Contents
The SMART-D Initiative............................................................................................................................... 2

Executive Summary...................................................................................................................................... 2

Purpose and Scope ...................................................................................................................................... 3

Introduction ................................................................................................................................................... 4

State PDL Structural Options..................................................................................................................... 4

Regulatory and Policy Framework for State Medicaid PDL Decisions............................................... 6

Problems States are Trying to Address Through PDL Structure.........................................................................9
   1. Administrative Efficiencies .................................................................................................................9

   2. Patient Access and Care Management...........................................................................................11

   3. Managing Drug Cost Growth and Transparency ........................................................................ 13

   4. Population Health and Reform Efforts...........................................................................................16

Key Questions When Considering a Shift to Single or Aligned PDLS..............................................17

Conclusion....................................................................................................................................................19

Sources..........................................................................................................................................................21

Appendix A. List of Interviewees and Advisors....................................................................................26

Appendix B. Overview of Key Considerations by State Medicaid PDL Structures ......................28

Acknowledgments

This report was prepared by the Center for Evidence-based Policy with funding from Arnold Ventures.

Authors: Gretchen Morley, MPA; Susan Stuard, MBA; and Virgil Dickson

Contributing team members:
Pam Curtis, MS
Rachel Currans-Henry, MPP
Rhonda Anderson, RPh
Mike Bonetto, PhD, MPH, MS
Galen Gamble

Suggested citation: Morley G, Stuard S, Dickson V. Medicaid preferred drug list options for states: state
Medicaid alternative reimbursement and purchasing test for high-cost drugs (SMART-D). Portland, OR:
Center for Evidence-based Policy, Oregon Health & Science University; 2020.

                                               Medicaid Preferred Drug List Options for States • 1
Executive Summary                                          either carved out of or carved in to MCO
                                                           capitation rates.4
Introduction
                                                      The overall PDL structure has implications for
State officials across the country are looking        how pharmacy benefit management functions are
for ways to control Medicaid drug costs. One          organized. Some key takeaways include:
cost control lever is the preferred drug list
                                                        • A Medicaid single PDL allows for the most
(PDL), which creates preferred or open access
                                                          alignment of pharmacy benefit functions
for outpatient drugs deemed to be medically
                                                          across the entire Medicaid population, but
appropriate and cost effective. PDLs are
                                                          may work against MCOs’ efforts to align
developed and deployed in states within their
                                                          benefit functions across their broader book
fee-for-service (FFS) and managed care delivery
                                                          of business (Medicaid, Medicare Advantage
systems.1-3 States are exploring how to leverage
                                                          and commercial).5
the PDL tool in new configurations, such as the
use of single or aligned PDLs that would span a         • Conversely, multiple PDLs allows the most
state’s FFS and managed Medicaid enrollees.               flexibility for MCOs to align functions
                                                          across their public and private lines of
There is a lack of independent policy analysis            business but diminishes a state’s direct
on Medicaid PDL structures to guide state                 ability to align drug selection across their
decision making. This brief provides a resource by        entire Medicaid population.3
highlighting states’ experiences with various PDL
approaches, as well as the perspectives of key          • Under multiple or aligned PDL approaches,
stakeholders, such as managed care organizations          the state will always have a parallel
and pharmacists.                                          duplication of pharmacy benefit management
                                                          functions for its FFS population.4
State PDL Structures                                    • Aligned PDLs provide the possibility for a
State Medicaid agencies use 3 PDL structures:             middle ground to coordinate preferred status
                                                          and other drug management elements, while
  1) Multiple PDLs: A multiple PDL structure
                                                          allowing MCOs to continue to directly manage
     allows each managed care organization
                                                          the pharmacy benefit for their enrollees.
     (MCO) to develop and maintain its own
                                                          While this alignment is beneficial for patients
     PDL, and the state also maintains a PDL
                                                          and providers, there is no streamlining of
     for its FFS program. Multiple PDL models
                                                          benefit management functions, and the state
     operate within a managed care structure
                                                          and MCO continue to have duplication of
     where customarily the MCOs are financially
                                                          pharmacy benefit functions.6
     at risk for its enrollees’ drug costs.4
  2) Aligned PDLs: Under an aligned PDL               Problems States Are Trying to Address
     structure, MCOs are at financial risk for the    Through PDL Structure
     cost of drugs for their enrollees. In contrast
                                                      Interviews with state policy leaders (see
     to a multiple PDL model, an aligned PDL
                                                      Appendix A) identified several concerns that
     approach selects the same preferred drugs
                                                      drive decision making to a single or aligned PDL
     for MCOs and the state’s FFS program.4
                                                      structure. These concerns include:
     The state and MCOs typically use a
     collaborative process to establish alignment       • Streamlining the administration of the
     criteria on a class-by-class basis.4                 pharmacy benefit at multiple levels,
                                                          providing a single PDL for providers,
  3) Single PDL: Under a single PDL structure,            prescribers, and consumers to navigate.
     there is one PDL used by the state’s FFS
     program and any contracting MCOs.                  • Ensuring common access to medications
     Financial risk for a single PDL can be               and supporting care management needs

                           Medicaid Preferred Drug List Options for States • 2
through minimizing disruption and                tradeoffs for a state and its constituents when
     confusion, particularly when enrollees           trying to manage escalating drug costs.
     change managed care plans.
  • Managing drug cost growth through                 Purpose and Scope
    leveraging the purchasing power of
    both managed care and FFS lives, and              State Medicaid officials are looking for new ways
    gaining transparency on rebate collection,        to control drug expenditures as costs continue
    pharmacy benefit manager payments, and            to soar. Since 2003, Medicaid programs have
    other financial transactions.                     implemented preferred drug lists (PDLs) for their
                                                      outpatient drug benefit in an attempt to shift
  • Providing a common base to support                utilization to more cost-effective products, control
    population health and reform efforts across       expenditures and improve patient outcomes.
    all Medicaid lives and perhaps other public       Preferred drug lists identify outpatient drugs
    health, public employee, or other programs.       deemed by payers as medically appropriate,
                                                      cost effective, and not generally requiring prior
Key Questions When Considering a Shift to             authorization. This brief explores options for PDL
Single or Aligned PDLs                                structures by drawing on states’ experiences and
This brief lays out questions for states to           available literature to identify key considerations
explore, in collaboration with provider, pharmacy,    and decision points. The brief gives state Medicaid
managed care, and consumer stakeholders, when         officials a resource for working with policymakers,
considering changes to their PDL structure.           executive leadership, and stakeholders as changes
These include:                                        in PDL structure are considered.
  1) What are the state’s goals for health care
                                                      There is a lack of independent evaluation on
     reform and how does its Medicaid program
                                                      the topic of PDL structure as most studies,
     and the role of pharmacy fit into the picture?
                                                      analyses, and policy documents are put forward
  2) What is the current situation across MCO         by a particular stakeholder perspective. This
     PDLs and pharmacy benefit managers (PBMs)?       brief provides a range of perspectives, including
                                                      those of key stakeholders such as managed care
  3) What impact would a new structure have
                                                      organizations (MCOs) and pharmacists, on the
     on Medicaid program costs?
                                                      use of single PDLs where possible, and highlights
  4) How are MCO capitation rates affected by         current state experiences with this approach to
     the PDL structure being considered?              pharmacy management. The focus of the brief
  5) What implementation approach is appropriate      is on outpatient drugs, but we recognize that
     for your state given all other considerations?   many states are increasingly concerned about the
                                                      cost of clinician-administered drugs not typically
  6) How will the state’s administrative structure    included on state PDLs.
     need to be changed or expanded?
  7) What data exchange and analytic support          This report is based on a review of publicly
     will be needed under the new structure?          available reports, policy literature, and key
                                                      informant interviews with state leaders, including
Conclusion                                            state Medicaid agency directors, medical
                                                      directors, pharmacy directors and program
States need to weigh a wide range of interacting
                                                      managers, as well as executive branch health
variables when determining the best PDL
                                                      policy advisors. Participating states represented
structure for their Medicaid program. This brief
                                                      a range of Medicaid program sizes and benefit
seeks to draw out key themes, experiences,
                                                      design structures (fee-for-service, administrative
and considerations based on a range of state
                                                      service organizations, and managed care) and
agency and stakeholder perspectives. There is
                                                      included: Connecticut, Delaware, Louisiana,
no one right decision; rather PDL structures offer

                           Medicaid Preferred Drug List Options for States • 3
Michigan, Missouri, New Mexico, Ohio, Oregon,        Because the federal rebates are based on a
South Carolina, Texas, Virginia, Washington, and     formula, states do not negotiate rebate levels, but
Wisconsin. (See Appendix A for a detailed list       may shift utilization to drugs with higher rebates.
of interviewees.) Any concepts not specifically      Some states invite drug manufacturers to provide
cited with published literature are based on         “supplemental rebates,” which are additional
the authors’ synthesis of information obtained       rebate dollars to encourage the state to prefer
through interviews of state representatives.         their products. Supplemental rebates are not set
                                                     based on a formula but instead are negotiated by
Introduction                                         states or their vendors.

The Medicaid program is one of the largest           States leverage placement on their PDL to obtain
payers for health care services in the nation,       supplemental rebates.12 States have begun to
covering an estimated 65 million people as of        explore the use of centralized single PDLs to
August 2019.7 Medicaid spending grew 2.9% from       span all Medicaid enrollees, both those in FFS
the previous year, totaling $581.9 billion, equal    and managed care.13,14 Medicaid officials theorize
to 17% of U.S. health care spending in federal       making such a change could increase rebates
fiscal year (FY) 2017.8 Medicaid enrollees are       from drug manufacturers by negotiating on
more likely to have chronic health conditions, be    behalf of the entire enrolled population, resulting
disabled, and have lower incomes compared to         in overall lower or more controlled growth in
those in private insurance.9                         drug costs, while reducing administrative burden
                                                     for health care providers, increasing access for
Also, in federal FY 2017, Medicaid spent             beneficiaries, and supporting population-based
approximately $64 billion on outpatient              health initiatives.15,16
prescription drugs, an increase of 40% from
$43.2 billion in FY 2014.10 The primary reasons      State PDL Structural Options
cited for the increase in spending are the
introduction of new high-cost drugs and price        State Medicaid agencies currently employ a range
inflation for existing drugs.10 The average          of PDL structures that go hand-in-hand with their
expenditure for these high-cost drugs has            managed care approaches as noted in Table 1:
increased from $2,600 per claim in FY 2014           Overview of Medicaid PDL Continuum. While
to more than $3,100 in FY 2017.10 A principal        each state’s structure and histories are unique,
way states attempt to contain drug costs is          there are 3 overarching PDL arrangements based
requesting discounts from drug makers under          on the authors’ synthesis of information obtained
the Medicaid Drug Rebate Program (MDRP).11           through interviews with state representatives:
Congress created the program in 1990 to ensure
state Medicaid agencies receive the lowest price        1) Multiple PDLs: A state has a multiple PDL
available for all prescription drugs.11                    structure when it allows each MCO to
                                                           have its own PDL.4 In addition, the state
Under the federally managed program, drug                  typically runs its own separate PDL for
manufacturers pay a rebate based on a set                  the FFS population.4 MCOs establish their
formula to state Medicaid programs for each of             own PDLs privately, using their own prior
the manufacturer’s drugs.11 For most brand-name            authorization criteria and utilization review
drugs, the minimum rebate amount is 23.1% of               processes.4 Multiple PDL models operate
the average manufacturer price (AMP) and 13%               within a managed care structure where
of AMP for generic medications.11 In FY 2014,              customarily the MCOs are financially at risk
states collected $19.9 billion in rebates, and by          for its enrollees’ drug costs.4
FY 2017, states almost doubled that amount,
                                                        2) Aligned PDLs: Under an aligned PDL
collecting $34.9 billion. 10
                                                           structure, MCOs are at financial risk for

                           Medicaid Preferred Drug List Options for States • 4
Table 1: Overview of Medicaid PDL Continuum
   Multiple PDLs                Aligned PDLs                     Single PDL                 Single PDL
 Carved In to MCOs            Carved In to MCOs              Carved In to MCOs          Carved Out of MCOs
 • Each MCO and the      • MCO PDLs are aligned with        • MCOs and FFS            • MCOs and FFS program
   FFS program set         FFS on a class-by-class basis      program use the           use the same single PDL
   their own PDLs          or % of classes basis.             same single PDL set       set through state’s P&T
                                                              through state’s P&T       and DUR process
 • Pharmacy is           • May be a “floor”— MCO              and DUR processes
   included in MCO         variation allowed that is not                              • Pharmacy is carved out
   Risk                    more restrictive (e.g., generic • Pharmacy is included       of MCO risk
                           substitution)                     in MCO risk

                         • Pharmacy is included in MCO
                           risk

Abbreviations. DUR: drug utilization review; FFS: fee-for-service; MCO: managed care organization; P&T: Pharmacy
and Therapeutics; PDL: preferred drug lists.

      the costs of drugs for their enrollees. In           The overall PDL structure has implications
      contrast to a multiple PDL model, an aligned         for how a state provides pharmacy benefit
      PDL approach seeks to coordinate MCOs                management functions. Figure 1 on the next page
      and the state’s FFS PDLs by selecting                provides an overview of some of the functions
      the same preferred drugs.4 The state                 either the state and/or the MCOs need to
      and MCOs typically use a collaborative               perform under the various PDL structures. Some
      process to establish alignment criteria on a         key takeaways include:
      class-by-class basis.4 The process is made              • A Medicaid single PDL allows for the most
      public through the state’s Pharmacy &                     extensive alignment of pharmacy benefit
      Therapeutics (P&T) Committee and Drug                     functions across the entire Medicaid
      Utilization Review (DUR) Board activities.                population, but may work against MCOs’
      The aligned PDL may be viewed as a “floor”                efforts to align benefit functions across
      and MCO variation is generally allowed                    their broader book of business (Medicaid,
      as long as these variations are not more                  Medicare Advantage, and commercial).5
      restrictive (e.g., generic substitution).4 State
      approaches to clinical criteria used for prior          • Conversely, multiple PDLs allows the most
      authorization may vary from requiring the                 flexibility for MCOs to align functions
      use of specific criteria, to fostering voluntary          across their public and private lines of
      alignment among the MCOs, or allowing                     business but diminishes a state’s direct
      MCO autonomy to set clinical criteria.                    ability to align drug selection across their
                                                                entire Medicaid population.3
  3) Single PDL: Under a single PDL structure,
     there is one PDL used by the state’s FFS                 • Under multiple or aligned PDL approaches,
     program and any contracting MCOs.4                         the state will always have a parallel
     Financial risk for a single PDL can be                     duplication of pharmacy benefit management
     either carved out of or carved in to MCO                   functions for its FFS population.4
     capitation rates. The state’s P&T and                    • Aligned PDLs provide the possibility to
     DUR processes are used to establish and                    coordinate preferred status and other drug
     maintain the PDL.4 States without managed                  management elements, while allowing
     care delivering services to enrollees and                  MCOs to continue to directly manage the
     with an all FFS benefit design are by                      pharmacy benefit for their enrollees. 2 While
     definition single PDL states.4                             this alignment is beneficial for patients

                              Medicaid Preferred Drug List Options for States • 5
and providers, there is no streamlining of                   the administrative services they provide, but
      benefit management functions, and the                        also from discounts negotiated with drug
      state and MCO continue to have duplication                   manufacturers or the spread in reimbursement
      of pharmacy benefit functions. 2                             to pharmacies.

Pharmacy benefit managers (PBMs) are key                           Table 2 on the next page provides examples of
actors in consideration of state PDL structures.                   various PDL structures used in state Medicaid
PBMs administer prescription drug coverage                         programs. In some cases, states may deploy an
on behalf of payers such as Medicaid agencies,                     overall approach, as outlined in Figure 1 below,
Medicaid MCOs, private insurance companies,                        but also create exceptions for specific access or
and Medicare Part D.17 Each MCO has their own                      areas of cost concerns (e.g., carve out hepatitis C
contract with a PBM, as often do state Medicaid                    medications and utilize a single PDL specifically
agencies for FFS populations, so pharmacies                        for that drug category).
must navigate multiple PBMs in most states.18
The use of PBMs to aid state staff in overseeing                   Regulatory and Policy
their drug benefits has increased over time.17 As
state Medicaid officials seek to better control                    Framework for State Medicaid
drug costs with limited state staffing resources,                  PDL Decisions
their relationships with PBMs have evolved.17
Once primarily contracted for administrative                       State decisions on PDL structure are nested in a
support, such as claims processing, PBMs are                       complicated framework of federal statutory and
often now used to negotiate supplemental                           administrative guidance. Elements such as best
rebates, to conduct clinical drug class reviews to                 price, consumer price index penalty, and 340B
inform PDL decision making, and for advanced                       purchasing shape how Medicaid reimburses drugs
analytics to manage and predict drug spending.17                   and, in some cases, creates disparate incentives
Unlike an administrative services organization,                    for Medicaid versus non-Medicaid purchasers.
a PBM may generate revenue not only from                           Federal support for the development of state

            Figure 1. Typical Locus of Medicaid Pharmacy Benefit Functions by PDL Structure
                                                   Multiple    Aligned   Single PDL     Single PDL
                                                                         Carved in to   Carved out of
                                                    PDLs        PDLs       MCOs            MCOs

 PDL development & maintenance

 Drug utilization review/P&T functions

 Prior authorization & clinical edits                                                                   MCOs & their PBMs

 Appeals processes                                                                                      State Medicaid Agency

 Analytics & data support to
 providers/pharmacies

 Pharmacy claims processing

 Supplemental rebate negotiation

Note: States are federally required to maintain many of these functions for their FFS population regardless of
managed care structure. Abbreviations. FFS: fee-for-service; MCO: managed care organization; P&T: Pharmacy and
Therapeutics; PBMs: pharmacy benefit managers; PDL: preferred drug lists.

                                        Medicaid Preferred Drug List Options for States • 6
Table 2: Examples of State Medicaid PDL Structures
  PDL Structure         State                                        Description
 Entirely FFS        Connecticut Medicaid program operates under a FFS self-insured model with a single
                                 PDL.19

                                     The state oversees and manages the pharmacy benefit. All pharmacy is
                                     done in-house with the exception of select prior authorization reviews.19
 Single PDL          Tennessee       TennCare has a statewide PDL for the pharmacy program that is the same
                                     for all members, no matter which MCO they are enrolled in. 20
 Carved out of
 MCOs                                TennCare has a single PBM to process all TennCare pharmacy claims and
                                     respond to all prior authorization requests. 20

 Single PDL          Texas           Texas operates a single PDL for both FFS and MCOs. 21

 Carved in to                        The MCO must adopt the state’s prior authorization policies unless the
 MCOs                                state grants a written exception, and the state’s approval is required for all
                                     clinical edit policies. 21

 Aligned PDLs        Michigan        Medicaid MCO PDLs may be less restrictive, but not more restrictive, than
                                     the coverage parameters of Michigan’s central common formulary. 22

                                     Selected drugs are carved out from MCO risk and are paid by FFS. These
                                     include HIV, psychotropics, hepatitis C, and hemophilia clotting factor
                                     medications. 22

 Multiple PDLs       South           There are 6 Medicaid PDLs in the state, 1 for the state’s FFS program and
                     Carolina        the 5 MCOs each operate their own. 23

                                     All drugs used in the treatment of hepatitis C are carved out of MCO risk
                                     and paid for by South Carolina’s FFS Medicaid program until July 1, 2020. 23

Abbreviations. FFS: fee-for-service; MCO: managed care organization; PBM: pharmacy benefit manager; PDL:
preferred drug list.

Medicaid PDLs, coinciding with the growth of                  • Reported by the drug manufacturer to the
Medicaid managed care, has also affected state                  Centers for Medicare & Medicaid Services
pharmacy management decisions. What follows                     (CMS); and
is a high-level summary of these issues.
                                                              • Is confidential as per statute and can only
                                                                be disclosed in limited situations. 24
Medicaid Drug Rebate Program (MDRP) and
Best Price                                                 Drug manufacturers are required to report to
The MDRP, as codified in section 1927 of the Social        CMS the best price at which a brand-name
Security Act, ensures state Medicaid programs              drug is sold in the commercial market and must
receive a discount on a drug’s AMP and never pay           offer this price, plus a statutory rebate, to state
more than a brand-name drug’s best price in the            Medicaid programs. 24 Drug manufacturers will go
U.S. pharmaceutical market.24 Best price is:               to great lengths not to set a new best price in the
  • The lowest price a drug is sold to any                 commercial market—which includes corrections,
    wholesaler, retailer, provider, health                 public employees, and other non-Medicaid
    maintenance organization, nonprofit entity,            populations—because this new price will be a
    or government agency24;                                discount passed through to all state Medicaid

                                Medicaid Preferred Drug List Options for States • 7
agencies nationwide and 340B programs                 Federal Statutory and Administrative
(described below). 24                                 Guidance on Medicaid Pharmacy Benefit
                                                      Management
Medicaid programs, however, can negotiate
voluntary supplemental rebate agreements              Changes in federal requirements and policy
with drug manufacturers that do not create a          guidance have altered the financial incentives for
new best price threshold because Medicaid             state Medicaid agencies, leading to an evolution
supplemental rebate agreements are excluded           in state PDL approaches over time. In 2002, CMS
from best price determinations. 25 In addition,       issued guidance regarding development of state
the MDRP includes a consumer price index (CPI)        Medicaid PDLs and their role in negotiating for
penalty intended to protect Medicaid programs         supplemental rebates. This guidance spurred
from price increases greater than the CPI. 24         state activity and by 2008, 37 states had
This penalty can reduce the price of the brand-       implemented a PDL. 28 CMS guidance in 2004
name drug to the Medicaid program so it is less       regarding multistate purchasing pools galvanized
expensive than a new generic equivalent. 24           another round of state activity, resulting in 29
                                                      states participating in such pools as of 2019. 29
340B Drug Pricing Program
                                                      In 2010, 20 of the 36 states (or 56%) with
The 340B Drug Pricing Program provides
                                                      comprehensive risk-based MCOs had carved
discounted prescription drugs to certain health
                                                      the pharmacy benefit into managed care risk.30
care facilities (referred to as “covered entities”)
                                                      Then the Patient Protection and Affordable
participating in the program and creates drug
                                                      Care Act of 2010 authorized states to claim
discounts for government-supported facilities
                                                      federal drug rebates on managed care pharmacy
that serve vulnerable populations. 24 Covered
                                                      claims, providing an incentive for states to
entities include qualifying hospitals (e.g.,
                                                      delegate pharmacy benefit management to their
children’s hospitals, critical access hospitals,
                                                      MCOs.31 By 2017, the number of states with
disproportionate share hospitals) and federal
                                                      comprehensive risk-based MCOs that carved in
grantees from the Health Resources and
                                                      the pharmacy benefit had increased to 35 of 39
Services Administration (e.g., federally qualified
                                                      states, or 95%.32
health centers), the Centers for Disease Control
and Prevention (e.g., sexually transmitted            In April 2016, CMS issued a Medicaid managed
disease clinics), the Department of Health and        care rule reinforcing the expectation that
Human Services’ Office of Population Affairs          MCOs are subject to the same prescription drug
and the Indian Health Services (e.g., tribal/         coverage requirements as FFS.33 This clarification
urban American Indian health centers). 26             eliminated some flexibility MCOs used to
Manufacturers must offer discounts to 340B            align formularies across their lines of business,
entities as a condition of Medicaid coverage of       including Medicaid, Medicare Advantage, and
the manufacturer’s drugs. The 340B program            commercial insurance.33 Coupled with the
provides covered entities with statutorily defined    continuing introduction of highly expensive
drug discounts (340B ceiling prices), and these       breakthrough therapies for orphan diseases and
covered entities can also negotiate with drug         rising prices for everyday pharmaceuticals, states
manufacturers for further “sub-ceiling” rates. 24     have increasingly looked to a centralized PDL as a
340B prices are often similar to or lower than the    strategic pharmacy management tool.34 By 2018,
Medicaid prices and participating covered entities    14 states reported a single PDL for at least 1
report savings that range from 25% to 50% of          drug class, 3 states indicated plans to implement
Average Wholesale Price. 27                           a single PDL in FY 2019, and 4 states have
                                                      announcing similar plans in FY 2020.17

                           Medicaid Preferred Drug List Options for States • 8
State-level Authority to Shape Preferred               single PDL for its Medicaid program and performs
Drug Lists                                             all pharmacy claims adjudication. An administrative
                                                       service organization is contracted to perform
As changes are contemplated to the PDL
                                                       some prior authorization functions.
structure within this federal framework, states
need to assess their own regulatory authority,
including statutes and administrative rules            Problems States are Trying to
potentially necessary to make these programmatic       Address Through PDL Structure
changes. Some states will be able to modify PDL
structures using their agency decision-making and      Interviews with state policy leaders (see Appendix A)
contracting authority, while other states may need     identified several issues that drive decision making
a legislative mandate to generate the necessary        about PDL structure, including administrative
political and budgetary support.                       efficiencies and simplification, patient access and
                                                       care management, the need to manage and predict
In either scenario, states should plan for a           the growth in drug cost, transparency, population-
concerted education and outreach effort to             based health initiatives, and reform efforts.
legislators, affected executive leadership,            Appendix B provides an at-a-glance table of these
pharmacies and other health care providers,            characteristics by PDL structure.
beneficiaries, managed care organizations, and
key stakeholders to gather input, explain the          1. Administrative Efficiencies
rationale for any change, and articulate the state’s
plan for a smooth transition.                          States frequently cite improving the administration
                                                       of the Medicaid drug benefit as a goal for having a
Effect of State-specific Policy Priorities             single or aligned PDL structure. The administrative
or Values                                              improvements may be sought at multiple levels in
                                                       the administration of the program; from the state
As a final note on the context for state PDL
                                                       Medicaid agency, to the prescribing providers,
decisions, while states operate within broader
                                                       the pharmacies filling the prescriptions, and the
statutory and regulatory requirements, each state
                                                       patients accessing needed medications.
program is unique in structure and culture for a
wide range of historical reasons. An overarching       Centralizing Prescription Drug Management
state philosophy may play a key role to support
or hinder changing PDL structures. For example,        By centralizing pharmacy benefit management
a state’s legislature may place a higher priority      through a single PDL or aligned PDLs across
on privatizing services—contracting out services       FFS and MCOs, states have a more significant
to private MCOs—over operating services from           centralized role in coverage decisions for
within the agency. Another state may value local       their entire population.3,4,35 A single drug list
community decision making over a centralized           means all beneficiaries have access to the
state approach.                                        same medications without the need to go
                                                       through a prior authorization process if the
Connecticut and Oregon provide contrasting             beneficiary switches managed care plans.3,4,35
examples to illustrate this point. Oregon’s            States report that having one PDL also allows
coordinated care organizations (CCOs) were             the Medicaid agency to move quickly in making
designed to innovate at the local level through        and implementing coverage decisions as new
full-risk global budget payments tied to quality       medications gain approval from the FDA, or
outcome expectations. Currently 15 CCOs                reports of adverse drug events emerge, rather
manage their own PDLs.                                 than needing to work through MCOs to identify
                                                       and correct emerging concerns. Also, in single
Connecticut, after a significant history of managed    PDL states where pharmacy is carved out of
care, transitioned to a fully self-insured FFS         MCO risk, the state is not compelled to adjust
delivery model in 2012. The state now oversees a

                            Medicaid Preferred Drug List Options for States • 9
MCO capitation rates when new high-cost drugs            has been some variability in how MCOs’ PBMs
are added to the PDL.                                    code their systems for the aligned PDL, creating
                                                         statewide inconsistencies.
As outlined above, the state will always have to
administer pharmacy benefit functions for its FFS        The impact of PDL shifts is largely anecdotally
population, so in the case of aligned or multiple        framed in policy discussions, with very little
PDL structures, many functions are being                 empirical evaluation of administrative burden.
duplicated between the state and MCOs. When              For instance, a group of physician practices
a state moves to a single PDL, the state will            interviewed by researchers at the Commonwealth
likely build on its underlying FFS infrastructure,       Fund revealed they were spending 24 minutes
although the potential increased volume of both          to readjust prescriptions to be compliant with
drug classes and broader populations may require         multiple formularies.41 That is longer than the
some increased administrative investment.                average patient visit time of 17.5 minutes.42

Streamlining Pharmacy Management for                     These modifications typically involve receiving
Prescribers, Pharmacies, and Enrollees                   calls from pharmacists who would suggest an
                                                         on-formulary alternative after doctors attempted
States and proponents of a Medicaid single PDL
                                                         to prescribe another medication.41 These
structure cite a number of benefits for providers,
                                                         conversations place burdens on both pharmacists
pharmacies, and the patients themselves including:
                                                         and physicians, and delay the drug dispensing
  • Decreasing the number of prior                       process, which can be frustrating to patients.41
    authorization requests providers and                 According to their interviews, physicians with a
    pharmacists need to submit each year4,18,36-38       single formulary spent the least amount of time
  • Reducing the need for providers to stay              readjusting prescriptions.41 However, those time
    abreast of varying coverage criteria of              differences were not quantified.41
    multiple PDLs4,18,36-38
                                                         States should bear in mind that significant
  • Creating consistency with coverage criteria          changes to PDL structure will create a short-
    across enrollees as they change plans39              term workload increase for prescribers and
                                                         pharmacies as preferred drugs are prescribed for
The reduction of administrative burden for               enrollees renewing prescriptions. In Louisiana,
prescribers, pharmacies, and enrollees may be less       which moved to a single PDL in May 2019, family
clear under PDL structures that leave the financial      physicians who were not aware of the change
risk and pharmacy benefit management to the              may have potentially seen an increase in burden
MCOs, whether single, aligned, or multiple PDLs.         and needed to come up to speed on the new PDL
This delegation, even with a single or aligned           list (Louisiana Association of Family Physicians,
PDL, may bring variability in implementation. For        personal communication).
example, MCOs in Texas are able to make their
own clinical coverage criteria, creating variations      Washington phased in a single PDL during 2019.
in access across plans despite the presence              The state has heard commentary from pediatric
of a single PDL.40 Texas clinicians report this          clinicians who appreciate the streamlined process
variation in clinical editing leads to lack of clarity   across the Medicaid MCOs for prescribing
in when drugs can be prescribed, and no standard         commonly used drugs for children, such as those
procedure exists for requesting the deletion or          for attention deficit hyperactivity (ADHD) disorder.
disuse of that edit.40
                                                         Historically, the administrative simplification
Likewise, in Michigan where pharmacy is carved           argument has been criticized for looking at
into MCO risk but is governed by an aligned PDL,         PDLs only through a Medicaid lens, whereas the
the same variability occurs. In Virginia, there          pharmacy community faces a much broader set

                             Medicaid Preferred Drug List Options for States • 10
Table 3: Characteristics of Pharmacy Administrative Functions by PDL Structure
          Multiple PDLs                          Aligned PDL                            Single PDL
 • Least centralized for Medicaid     • More centralized decision           • Most centralized and streamlined
   administration                       making with aligned criteria          decision making

 • Duplication of administrative      • Duplication of administrative       • Least duplication of effort as all
   functions across Medicaid FFS,       functions across Medicaid FFS,        administrative functions are the
   multiple MCOs and their PBMs         multiple MCOs and their PBMs          same for all Medicaid enrollees

 • Multiple Medicaid PDLs for         • Allows some alignment across        • One Medicaid PDL for
   prescribers and pharmacies to        MCOs and FFS for prescribers          prescribers and pharmacies to
   follow                               and pharmacists to follow             follow

 • Allows MCOs to use same PBM
   and PDL approach across public
   and private enrollees
Abbreviations. FFS: fee-for-service; MCOs: managed care organizations; PBM: pharmacy benefit manager; PDL:
preferred drug list.

of dynamics across public and private providers.6        Minimized Disruption When Enrollees
Aligned PDLs across the Medicaid population              Change MCOs
may only be a small portion of prescriptions in
                                                         States assert that varied formularies and policies
some pharmacy locations. A state needs to weigh
                                                         have created difficulty for Medicaid patients in
the importance of alignment across the Medicaid
                                                         obtaining their medications, particularly as they
population against other system-wide goals.34
                                                         switch between different MCOs.44 Medicaid
This consideration may be different in a state
                                                         has a higher level of churn than commercial or
that expanded coverage under the ACA, where
                                                         Medicare coverage, with 1 of 4 beneficiaries
Medicaid may cover more than 25% of the
                                                         experiencing a change in Medicaid coverage
state’s population, versus states who did not
                                                         within a given year.45 Allowing managed care
expand.43 Also, states such as Washington that
                                                         plans to maintain their own PDLs means
are working to align purchasing across Medicaid
                                                         Medicaid enrollees may be asked to switch to
and public employees may decide to develop
                                                         a different but therapeutically equivalent drug
a single PDL to allow greater alignment across
                                                         if it is preferred by the enrollee’s new managed
programs where possible.34
                                                         care plan, or the prescriber will need to obtain
                                                         a prior authorization for nonpreferred drug.4
2. Patient Access and Care Management
                                                         Ohio Medicaid officials cited variation in prior
Ensuring access to medications and supporting            authorization for medications for treatment of
enrollee’s care management needs are commonly            asthma, diabetes, hemophilia, HIV, and seizures as
cited as reasons to utilize a single or aligned          a motivation for its transition to a single PDL.46
PDL, particularly in states where enrollees can
frequently transition between MCOs. However,             States that modify their PDL structures may wish
many of the same reasons are cited for delegating        to implement phase-in or grandfather policies
pharmacy benefit management to MCOs. States              that give prescribers and enrollees time to
need to consider a range of issues to determine          manage prescription changes between preferred
which PDL structure would best support enrollee          drugs. Minnesota included a provision in its PDL
access to high-quality care within their state           transition policy that patients with an existing
Medicaid program configuration.                          prior authorization will continue to have their

                             Medicaid Preferred Drug List Options for States • 11
prescription covered until the prior authorization          the prescribed regimen resulting in better health
expires.47 Washington asked its DUR Board to                outcomes.50 Florida Medicaid officials said having
determine which drugs should be grandfathered               a single PDL resulted in a broader range of cost-
during the transition to a single PDL, so prescribers       effective drug choices compared to when there
did not need to obtain prior authorization for              were various MCO PDLs.
enrollees to continue the medication.48
                                                            Conversely, MCOs assert they have unique
Clarity of Coverage and Process to Improve                  insight into their beneficiaries’ care needs.
Responsiveness to Patient Needs                             Charged with managing both medical and
                                                            pharmacy costs, MCOs are able to leverage
A range of states, providers, pharmacists, and
                                                            clinical data to ensure access to the least
consumer groups assert a single PDL approach
                                                            expensive, clinically effective medication.39
could improve access through a more clear and
                                                            MCOs can utilize care coordination teams
consistent coverage methodology.40,49 In one
                                                            that work with physicians and pharmacists to
American Medical Association survey, 69% of
                                                            manage pharmacy benefits and avoid harmful
physicians report typically waiting several days
                                                            drug interactions, monitor opioid prescription
to receive preauthorization for drugs while 10%
                                                            misuse, avoid unnecessary hospitalizations,
wait longer than a week.40,49 Likewise, more than
                                                            and ensure patients take their medications for
67% of physicians report difficulty determining
                                                            chronic medical conditions.51 MCOs fully at
which drugs require preauthorization by insurers’
                                                            risk for pharmacy can integrate drug utilization
PBMs.49 Clinicians in states moving to a single
                                                            and claims data with other medical utilization
PDL anticipated the changes would result in eased
                                                            data for their enrollees, providing the ability to
access to medications for Medicaid enrollees, as
                                                            apply preferred drug status and other utilization
there would be universal understanding of which
                                                            management approaches with the full context
drugs were covered without a prior authorization
                                                            of enrollees’ needs.4 MCOs express concern
and a predictable process to access nonpreferred
                                                            that they cannot successfully manage this
drugs when necessary.40
                                                            whole person care when pharmacy is carved
Support Appropriate Care Management                         out because the MCO will not have access to
                                                            drug utilization and claims data in real time.39 In
Through minimizing disruption and a clear,                  Missouri, where pharmacy is carved completely
centralized PDL process, proponents assert a                out of MCO risk, the state has constructed a
single PDL structure promises to reduce delay               real-time portal for MCOs, pharmacies, and
in starting new medications or abandoning                   prescribers to access real-time pharmacy data to
medication therapy while improving adherence to             support care management.

                 Table 4: Access and Care Management Characteristics by PDL Structure
          Multiple PDLs                           Aligned PDL                              Single PDL
 • Multiple PDLs hold potential      • Reduced potential for disruption        • Minimizes access disruptions as
   for disruption as enrollees         within aligned classes                    patients move between MCOs
   change plans
                                     • Allows some potential for MCO         • Creates clear process for
 • Allows for maximum amount           implementation discretion (e.g.,        providers to understand
   of MCO control to manage            safety edits)                           what is preferred and to ask
   physical health and pharmacy                                                for nonpreferred only when
   access for enrollees              • May result in variability across MCOs   necessary, reducing PA time
                                       that may reduce clarity of PDL

Abbreviations. MCO: managed care organization; PA: prior authorization; PDL: preferred drug list.

                              Medicaid Preferred Drug List Options for States • 12
3. Managing Drug Cost Growth and                      America’s Health Insurance Plans estimated the
   Transparency                                       same carve out had cost the state a net $9 million
                                                      in the same year.54
States cite a range of cost goals for implementing
centralized PDLs, including reducing overall          Analyses commissioned by managed care plans
net costs to the state or maintaining budget          consistently indicate the move to a single PDL
neutrality while enhancing patient access,            will increase costs for MCOs.35 A primary concern
administrative efficiency, or population health       is whether a state’s single PDL will prefer some
initiatives. Careful analysis is needed to            brand-name drugs over generics because the
understand the cost and transparency potential        brand-name drugs’ net cost to the state is
of a PDL structure, ensuring the state is making      lower due to the CPI penalty described earlier
realistic expectations for cost savings or            in this brief.35 If the MCO is at financial risk for
increases over time. (See highlight box on page       drugs, then the MCO will incur greater costs for
15, Financial Analyses to Support Planning for a      preferred brand-name drugs on the single PDL
PDL Shift.)                                           because the MCO does not get the benefit of the
                                                      state’s CPI penalty as part of the MDRP.
Cost Impact of Single PDL Implementation
                                                      A study of Florida’s single PDL implementation
Overall, there is limited published data about the
                                                      found overall drug costs rose for MCOs, due in
cost impact of states moving from multiple PDLs
                                                      large part to increase use of brand-name drugs.50
to a single or aligned PDL. Much of the literature
                                                      The MCOs experienced an increase of more
published is prospective analyses about the
                                                      than 45% in overall plan drug costs in the post-
potential implications of a state move to a single
                                                      policy period, largely driven by a 49% increase in
or aligned PDL. There is mixed evidence that
                                                      brand drug costs and a 13% decrease in generic
moving to a single PDL reduces overall Medicaid
                                                      utilization.50 This study acknowledged it could
spending on drugs.
                                                      not estimate the state’s savings because of
There are examples of states that have                lack of access to information about federal or
implemented a single PDL structure and                supplemental rebate amounts.50
experienced savings over time. Tennessee
                                                      Potential Cost Levers with a Single PDL
Medicaid officials report that after they carved
out pharmacy and instituted a single PDL, their
                                                      Structure
pharmacy costs averaged $30 per member, per           Proponents of single PDLs point to a number of
month (PMPM) as compared to $46 PMPM                  structural advantages for managing costs through
in states without the carve out (Tennessee            increased leverage for negotiation and collection
Medicaid staff, personal communication).              of rebates, better management of high-cost
Similarly, Wisconsin reported an average of $30       drugs, and increased cost transparency.
PMPM in pharmacy costs for more than 11 years
after implementation of a pharmacy carve out          Maximize Rebate Collection and Increase
and single PDL.52                                     Negotiating Leverage

Conversely, the Menges Group (a consulting            A single PDL structure allows a state to maximize
firm) found Florida and other states with a single    the rebates and discounts available under the
PDL, including Kansas, Texas, and West Virginia,      MDRP.4,36 States can more easily shift all Medicaid
were averaging $39.26 PMPM, 5% above other            drug purchasing and prefer drugs that garner
states.53 In West Virginia, one study prepared        the lowest net unit cost after considering federal
for the state found an estimated $14 million          statutory rebates, supplemental rebates, and CPI
was saved in 2018 after the implementation of         penalties.4,36 A single PDL also creates a platform
a single PDL, while a follow-up study funded by       for states to maximize their negotiating power for

                           Medicaid Preferred Drug List Options for States • 13
Table 5: Cost and Transparency Characteristics by PDL Structure
          Multiple PDLs                      Aligned PDL                            Single PDL
 • Enables for MCO level control of • Allows for some              • Most transparent for collection of drug
   total cost of care                 increased transparency         rebates and PBM fees
                                      and predictability on
 • Allows MCOs to customize PDLs      rebate collection within     • Most leverage for rebate negotiation
   for local or VBP initiatives       aligned classes
                                                                   • Control of total cost of care and clinical
                                                                     priorities across Medicaid population

Abbreviations. MCO: managed care organization; PBM: pharmacy benefit manager; PDL: preferred drug list; VBP:
value-based purchasing.

supplemental rebates because the manufacturer            emerging high-cost drugs are clinician administered
knows the state reliably controls the PDL decisions      and these drugs are commonly not governed by
and prior authorization processes.18,55                  a state’s PDL. See the highlight box, Clinician-
                                                         administered Drugs on page 20, for a discussion and
Additionally, many states form drug purchasing           states initial thinking about management strategies.
pools to combine their volumes for even greater
negotiation and purchasing power.18 A single             Increased Transparency for State Medicaid
PDL enables participation in multistate pools for        Spending and Reimbursement
all lives covered under the Medicaid pharmacy
benefit.36 In Florida, state officials report            Centralizing the PDL structure allows states
maintaining a single PDL provided stability in the       greater clarity on all transactions, including
state’s ability to negotiate greater supplemental        rebate collection, pharmacy benefit manager
rebate agreements with pharmaceutical                    payments, pharmacy reimbursement, and total
manufacturers to offset the retail reimbursement         cost of care across all Medicaid lives. As stewards
cost of drugs.56                                         of taxpayer funds, this visibility into spending
                                                         and reimbursement is a critical tool for stretching
Levers to Manage New High-Cost Drugs                     state government dollars.

A single PDL allows for centralized mechanisms           Connecticut had managed care with pharmacy
to manage high-cost outpatient drugs as they             both carved in and carved out before 2011,
enter the market. For example, Missouri Medicaid         becoming a self-insured FFS state in 2012. Under
was able to implement a clear approach to                their current self-insured FFS model, Connecticut
coverage of the new high-cost hepatitis C drugs          Medicaid officials assess the total cost of care
in 2014 because the state had pharmacy carved            perspective for a condition, weighing both drug
out of their managed care capitation rates and           and medical costs, and base drug coverage
governed centrally by a single PDL.                      decisions on improved outcomes and greater
                                                         cost control across the entire benefit. In a state
For states where MCOs are at financial risk for          with multiple PDLs, there are also multiple PBMs
the drugs, the state can temporarily carve out a         contracted to manage pharmacy benefit functions.
new high-cost drug therapy as it develops claims
experience for capitation rates. States can also         As states such as Ohio have identified the
employ a quality-driven payment pool where               prevalence of PBM spread pricing, there is
MCOs are eligible to access additional payments          growing concern that PBMs are keeping a portion
if they meet specific quality thresholds for the         of the amount paid to them by MCOs instead of
overall care, both medical and pharmacy, of              passing the full payments on to pharmacies.57
the enrollee receiving the high-cost drug. Many          In response, Ohio eliminated spread pricing

                             Medicaid Preferred Drug List Options for States • 14
Highlight: Financial Analyses to Support Planning for a PDL Shift

Cost impact associated with a projected shift      Impact on MCO capitation rates. States should
in the mix of drugs under new PDL scenario,        work with their MCOs to understand the
net of rebate collection. A change in PDL          potential operational and financial impact of a
structure will shift the mix of drugs the state    new PDL structure. Capitation rates will likely
is reimbursing, so the state should undertake      need to be revised to account for projected
projections for this change and estimate           shifts in the mix of drugs under the new PDL
any resulting cost savings or increases. This      scenario. Careful consideration of the use
analysis requires estimating an average unit       of carve outs from MCO risk, risk-corridors,
cost change per claim per drug as well as          or kick payments is key to translating the
the shift in the mix of drugs under a new          cost impact assessments outlined above into
centralized PDL. When estimating the savings,      successful implementation.
states need to make adjustments, to the
extent possible, for population risk factors,      Impact on payment to pharmacies. States should
cost and utilization trends, and introduction of   assess how payments to pharmacies may be
new therapeutics to be sure the comparisons        affected under any new proposed single PDL,
and calculations are robust. Focusing on           particularly when pharmacy is carved out of
selected drug classes that are high cost, high     managed care risk. There are multiple dynamics
volume, variable, or otherwise high priority       to be weighed in the state’s analysis. One
will allow states to tailor the analysis more      dynamic is estimating the spread between
accurately, including understanding how the        what MCOs pay to their PBMs and what
collection of rebates is likely to change under    pharmacies receive in payment from the PBMs
a proposed scenario.                               in the current managed care structure. If the
                                                   state is contemplating a move to a carved-out
Impact on total administrative costs (state        single PDL structure, the state FFS payment
and MCO administrative costs). Estimates           structure to pharmacies will replace this MCO-
of impact on administrative costs should           PBM payment dynamic. Another dynamic
consider which activities will result in an        involves estimating the average change in
increase to the state’s direct costs versus        dispensing fees paid under state FFS versus
those built into MCO rates. Estimates should       the amount previously paid under the MCO-
take into account duplication between the          PBM structure. State FFS dispensing fees are
state FFS management and MCOs, such                commonly in the $9 to $12 range and MCO
with as prior authorization and member             dispensing fees are often significantly lower.
communications. There may additional
initial costs for processing and managing          Impact on state tax structures. A number of
exception requests if the state PDL is very        states have a tax that is applied to managed
different from current PDLs. States should         care premiums or claims, to providers, or a tax
also consider analytics and reporting tools        applied to pharmacy claims. Thirty-two states
that may need to be developed or maintained        use federal rules to administer these taxes to
to support the delivery of care under a new        finance Medicaid programs. If a state elects
structure. These may be as simple as basic         to carve the pharmacy benefit in or out of
PMPM trend reports, or as complicated and          managed care risk, it will need to forecast the
resource intensive as frequently updated           change in revenue generated by these taxes
predictive models to spot potential high-cost      due to the increase or decrease in premiums
members and/or online portals that need            or number of claims.
ongoing maintenance.

                        Medicaid Preferred Drug List Options for States • 15
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