Health Insurance Clinical Trial
Official title:
Evaluation of the Health and Economic Consequences of Kentucky's Section 1115 Demonstration Waiver
Kentucky HEALTH was an 1115 Medicaid waiver that was approved by the Centers for Medicare and
Medicaid Services (CMS) in January 2018. In what was initially planned to be a 5-year
demonstration, KY HEALTH aimed to modify the traditional Medicaid program to improve health
behaviors, health outcomes, and socioeconomic outcomes in the waiver-eligible population
through several innovations. In brief, these included introducing Community Engagement
requirements (i.e. work requirements), monthly premiums, MyRewards accounts for dental and
vision services, and annual recertification. If beneficiaries failed to complete these
requirements, some penalties included suspension and 6-month lockouts from the Medicaid
program.
The Commonwealth of Kentucky had chosen to implement this program in a randomized fashion,
where 10% of the target population was randomly assigned to continue receiving traditional
Medicaid while 90% would receive Kentucky HEALTH benefits and be subject to the requirements
discussed above. Randomization was conducted by the state, through their separate contract
with a non-profit research firm (National Opinion Research Center, NORC). The NORC also
engaged in primary data collection to support the analysis of the project. The University of
Pennsylvania team served as the non-partisan, independent evaluators of this randomized
intervention conducted by the Commonwealth of Kentucky. The analysis would measure the impact
of KY HEALTH compared to traditional Medicaid.
Due to ongoing legal challenges and a change in administrations, the implementation of
Kentucky HEALTH was delayed and eventually cancelled. On March 27, 2019, the DC District
Court Judge concluded that the approvals did not address how the requests would align with
Medicaid's core objectives. At that point, data collection was ongoing although Kentucky
HEALTH was delayed until further notice. Kentucky's 2019 gubernatorial election took place on
November 5th and resulted in the election of a new governor. On December 16, 2019, a
termination request was sent to CMS as a notification of the new administration's intention
to cancel Kentucky HEALTH. On December 18, 2019, a clarification letter was sent to CMS to
notify them that the termination did not apply to the SUD program and NEMT portion (among
others) of the waiver. While the Penn team will continue conducting a separate evaluation of
the ongoing SUD program, the randomized controlled trial and data collection described in
this study will end with the terminated components of the waiver.
As a result of the legal challenges, the implementation of Kentucky HEALTH was delayed before
being cancelled altogether. The study start and end dates above reflect the beginning of data
collection and the termination letter that was sent to CMS, respectively.
A total of 9,396 surveys (KHES), 127 beneficiary semi-structured interviews, and 40 provider
interviews were conducted.
General Background
With the approval of the Centers for Medicare and Medicaid Services (CMS) on January 12,
2018, the Commonwealth of Kentucky is implementing a 5-year § 1115 demonstration project
entitled Kentucky HEALTH (for "Helping to Engage and Achieve Long-Term Health"). The project
will modify the Medicaid program for eligible beneficiaries, which include the majority of
able-bodied adults.
The Commonwealth's Medicaid demonstration waiver seeks to improve health behaviors, health
outcomes, and socioeconomic outcomes in the waiver-eligible population through several
innovations as described in the § 1115 CMS Medicaid waiver approval letter from January,
2018:
- The Kentucky HEALTH benefit plan for the expansion population will provide a
comprehensive commercial insurance benefit package. Dental services, vision services,
and over the counter medications will now be provided via the beneficiary's My Rewards
Account.
- Kentucky HEALTH beneficiaries, with the exception of medically frail individuals,
pregnant women, former foster youth, and children, will be required to make sliding
scale flat rate monthly premium payments based on family income. As described in the
application the plan is:
- Under 25% FPL - $1.00 per month
- 25-50% FPL - $4.00 per month
- 51-100% FPL - $8.00 per month
- 101-138% FPL - $15.00 per month
- Beneficiaries will be provided a 60-day grace period to make their required monthly
premium payments - individuals who do not elect to pay a required premium payment within
sixty calendar days from the due date will face a six-month non-payment penalty.
- The non-payment penalty varies based on whether the member has income above or below
federal poverty:
- Above 100% FPL - member will be disenrolled from Kentucky HEALTH; re-enrollment
waiting period of six months
- At or below 100% FPL - no impact on eligibility; State Plan copayments required for
all services; $25 is deducted from the My Rewards Account; My Rewards Account is
suspended - not able to use funds in account, not able to accrue funds in account
- Medically Frail - no impact to eligibility; No copayments required; My Rewards
Account is suspended - not able to use funds in account, not able to accrue funds
in account
- Beneficiaries will have the opportunity to end their non-payment penalty period sooner
than six months by paying past debt, paying the premium for the reinstatement month, and
participating in a financial or health literacy course.
- Kentucky HEALTH will require that all able-bodied working age adult beneficiaries
without dependents participate in the community engagement and employment initiative to
maintain enrollment. For the first 3 months of enrollment, beneficiaries will not be
required to report community engagement hours. Starting at 4 months of enrollment,
non-exempt individuals will be required to participate in 80 hours of community
engagement per calendar month.
- Qualifying activities include employed work, job skills training, job search
activities, education, community service, participation in substance use disorder
treatment, caregiving services for non-dependents with a chronic health condition,
and/or volunteering.
- After one month of non-completion, beneficiaries will have a one-month opportunity
to remedy their deficit or face a Community Engagement Suspension, or a suspension
of all benefits. In order to avoid suspension, beneficiaries must be current on all
hours required for the new month, and either (1) make up all deficit hours from the
previous month before the end of the current month, or (2) complete an approved
re-enrollment course. The re-enrollment course may be used once per 12-month
period. Beneficiaries who do not cure the deficiency will be locked out from the
Medicaid program. They may re-enroll at any time after completing 80 hours of
community engagement within a 30-day period.
- Beneficiaries who complete more than 80 hours in a given month may apply their
excess hours to receive MyRewards Account credits and to remedy a deficit from the
previous month, but they may not apply the excess hours forward to a future month.
- Implementation of penalties for failure to provide timely documentation for
recertification of Medicaid eligibility.
- Recertification is a yearly process for Medicaid recipients to recertify their
household information and eligibility for benefits based on the certification
period. Certification periods are 12 months from the first month of approved
eligibility.
- Eligible beneficiaries who do not provide documentation for recertification will
face disenrollment from Medicaid, but are given a 90-day extension to recertify
their eligibility for benefits. Beneficiaries who fail to do so within the 90-day
period will become ineligible of receiving Medicaid benefits for a 6-month
non-eligibility period. The same process applies to beneficiaries who fail to
report changes in circumstance in the required reporting period.
- Establishment of the MyRewards account program for all adult beneficiaries who are
currently making monthly premium payments and not subject to lockouts, as well as
pregnant women.
- Beneficiaries can earn MyRewards account credits through engagement in eligible
wellness behaviors; they can have MyRewards credits deducted to penalize premium
nonpayment and non-emergency use of the emergency department.
- Beneficiaries may spend MyRewards account credits on vision care, dental services,
and other eligible services.
- Elimination of retroactive eligibility for all Medicaid beneficiaries, with the
exception of pregnant women and former foster care youth.
- Elimination of non-emergency ground transportation for beneficiaries subject to the
alternative benefit plan, with the exception of 19- and 20-year old beneficiaries
receiving EPSDT services.
- Offering premium assistance for beneficiaries seeking to enroll in employer-sponsored
insurance (ESI). Enrolling in ESI with premium assistance will be optional for the first
year that a beneficiary is in Kentucky HEALTH and concurrently eligible for ESI. In
subsequent years of eligibility for ESI that meets state requirements, the beneficiary
will be required to enroll in the ESI program in order to continue participating in
Medicaid.
- Implementation of funded (up to $1,000) deductible accounts at the beginning of each
benefit year. Deductible account dollars will be deducted as beneficiaries use health
care throughout the year. At the conclusion of each program year, up to 50% of the
remaining deductible account balance will be transferred to the member's MyRewards
account, prorated to reflect the number of months with active enrollment (i.e., not
suspended or locked out).
Collectively, these program modifications aim to incentivize healthy behaviors, appropriate
health care utilization, and greater community and labor force participation, in order to
lead to better health and socioeconomic outcomes. Figure 1 displays a driver diagram which
clarifies these program objectives.
In addition to the above, the demonstration waiver will also include the following:
- Delivery system modifications to enhance access to mental health and substance use
disorder treatments. Federal financial participation (FFP) will apply to substance use
disorder treatment - including early intervention, in and outpatient therapy,
residential treatment, managed withdrawal, medication assisted therapy, peer
interventions, and crisis care support.
- Infrastructure changes to encourage prevention of chronic diseases
These elements are specifically designed to improve access to care and care options for
individuals with substance use disorder and individuals with other chronic medical
conditions, for which the Commonwealth suffers from a significant burden of disease
(Dwyer-Lindgren 2016).
Overview of Analysis Plan
The proposed evaluation plan will leverage rich administrative and survey data sources along
with robust quantitative and qualitative methods to assess the effects of the demonstration
waiver on insurance coverage, health care utilization, health behaviors, socioeconomic
outcomes, and a broad range of health outcomes (including substance use disorder). We will
examine the consequences of the waiver both among individuals who will be moved from
traditional Medicaid to the waiver at the start of the demonstration, as well as among
low-income, able-bodied individuals as a whole (who may participate in the Medicaid program
in the future). Importantly, we will track individuals from their start in this program for
up to 5 years to examine how trajectories in terms of labor market and health outcomes evolve
over time for waiver program participants compared to similar individuals on traditional
Medicaid. It is crucial to emphasize the research team's role as neutral evaluators in this
process.
In addition to assessing the impacts of the demonstration waiver as a whole, the evaluation
will also seek to estimate the individual impacts of key waiver components, specifically
community engagement requirements, premiums and lockouts, redetermination lockouts, and the
My Rewards incentive program.
Specifically, we will achieve these objectives through conducting the following, the first of
which is the subject of this clinicatrials.gov record:
- Secondary analysis of data collected as part of a randomized intervention initiated by
the Commonwealth of Kentucky to evaluate effects of the waiver on coverage, utilization,
health, and socioeconomic status among Medicaid beneficiaries eligible for the waiver at
the time of implementation (April 1 2019). Randomization will be statewide and will
apply to all beneficiaries in the waiver-eligible population at the time of
implementation. Data sources for the RCT include administrative data maintained by the
state; the Kentucky Health Experiment Survey (KHES), a prospective survey conducted for
Kentucky HEALTH by the NORC; and biometric assessments among a subgroup of KHES
respondents.
- Natural experiment and observational methods to estimate effects of program
components—specifically premiums and lockouts, community engagement, redetermination
lockouts, and increased coverage for substance use disorder services—on program
participation and insurance coverage among those randomized to the waiver arm.
- Semi-structured qualitative interviews of key population groups (including current and
former Medicaid beneficiaries, Medicaid administration staff, and providers).
- Natural experiment and observational methods to evaluate, for all low-income able-bodied
adults in the Commonwealth, the consequences of the demonstration waiver (and specific
waiver components) on (1) probability of Medicaid participation in the future and (2)
insurance coverage, utilization, health, and socioeconomic status.
The first three elements will focus on the population of current adult Medicaid beneficiaries
who will be exposed to the demonstration waiver at the time of initial implementation. The
last element will focus on all low-income able-bodied individuals, who may both be current
and future beneficiaries of the program.
The proposed evaluation will yield actionable information for policymakers both within the
state and in other states where similar demonstration waivers are being proposed. The
evaluation plan is innovative in its use of an RCT, which is the gold standard approach to
achieving causal inference (Manning, Newhouse et al. 1987, Finkelstein, Taubman et al. 2012,
Baicker, Taubman et al. 2013, Newhouse and Normand 2017). In addition, our mixed-methods will
use natural experiments, which can also have high internal validity, alongside qualitative
methods, which provide granular data on process and outcome measures that cannot be collected
through surveys or administrative sources. Combining insights from quantitative and
qualitative data will provide information on multiple dimensions of interest.
Multiple data sources will be used throughout the evaluation. The state of Kentucky will
provide administrative data that will include Medicaid claims including prescriptions; vital
statistics; wages & hours worked; education; state benefits enrollment data; records from
Kentucky HEALTH related to premium payment, redetermination, etc. Additional administrative
data will be made available from nationally curated databases including the State Inpatient
Databases, the State Emergency Department Databases, the American Community Survey, and the
Behavioral Risk Factor Surveillance Survey. The research team will add to these these
administrative sources with the Kentucky Health Experiment Survey, qualitative interviews
with key populations, and biometric data from Medicaid beneficiaries.
Built into the evaluation plan is the opportunity to identify, (pre-)specify, and conduct
additional analyses in future years. For example, new analyses of interest may emerge from
our Year 1 quantitative plan and qualitative interviews, or from changes in the demonstration
waiver or its implementation. When new questions emerge, we will explicitly pre-specify any
new prospective analyses we wish to conduct, and identify any retrospective analyses that
were not pre-specified. In this context, the goal of the current document is to balance
pre-specification (which minimizes prospects of data mining) and the opportunity to
continually learn from the data in a policy relevant manner.
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