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Introduction to Pharmacoeconomics

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OutlineWhat is Pharmacoeconomics?Types of AnalysesSteps for PE AnalysisSources of DataExamples COICMACEACBACUAApproachesClinical TrialsModelingDecision AnalysisMarkov Modeling

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Слайд 1Introduction to Pharmacoeconomics
Ellen Campbell, Ph.D.
Division of Economic, Social & Administrative

Pharmacy
Florida A&M University

Prepared for ISPOR Student Educational Teleconference
Wednesday, September

19, 2007
Introduction to PharmacoeconomicsEllen Campbell, Ph.D.Division of Economic, Social & Administrative PharmacyFlorida A&M UniversityPrepared for ISPOR Student Educational

Слайд 2Outline
What is Pharmacoeconomics?
Types of Analyses
Steps for PE Analysis
Sources of Data

Examples


COI
CMA
CEA
CBA
CUA
Approaches
Clinical Trials
Modeling
Decision Analysis
Markov Modeling

OutlineWhat is Pharmacoeconomics?Types of AnalysesSteps for PE AnalysisSources of DataExamples COICMACEACBACUAApproachesClinical TrialsModelingDecision AnalysisMarkov Modeling

Слайд 3Why study Pharmacoeconomics?

Why study Pharmacoeconomics?

Слайд 4But when it comes to outcomes…

But when it comes to outcomes…

Слайд 5So…
What are we doing wrong?

And how can we improve

our performance?
by spending less
getting better outcomes

So…What are we doing wrong? And how can we improve our performance?by spending less getting better outcomes

Слайд 6Pharmacoeconomics
is a set of methods to evaluate the
Economic,
Clinical,

and
Humanistic
Outcomes (ECHO) of pharmaceutical products

and services (or any health care service)
Pharmacoeconomics 	is a set of methods to evaluate theEconomic, Clinical, and Humanistic   Outcomes (ECHO) of

Слайд 7Pharmacoeconomics allows us
to compare the economic resources consumed (inputs)

to produce the health and economic consequences of products or

services (outcomes).

INPUTS OUTCOMES
Economic Health and Economic
Resources Consequences

Pharmacoeconomics allows us 	to compare the economic resources consumed (inputs) to produce the health and economic consequences

Слайд 8Five types of Pharmacoeconomic Analyses
Cost of Illness (COI)
Cost-minimization (CMA)
Cost-benefit (CBA)
Cost-effectiveness

(CEA)
Cost-utility (CUA)
these methods differ by how you measure the consequence

or outcome
Five types of Pharmacoeconomic AnalysesCost of Illness (COI)Cost-minimization (CMA)Cost-benefit (CBA)Cost-effectiveness (CEA)Cost-utility (CUA)these methods differ by how you

Слайд 9Comparison of PE Methods

Comparison of PE Methods

Слайд 10Steps for conducting a PE Analysis
define the problem
identify the perspective

and alternative interventions to be compared
identify and measure outcomes of

each alternative
identify, measure and value costs of all alternatives
use discounting and sensitivity analysis when appropriate
Steps for conducting a PE Analysis	define the problemidentify the perspective and alternative interventions to be comparedidentify and

Слайд 111. Define the problem and state the objective
Identify the disease

state and what aspect you want to deal with.

i.e. What

is the most cost effective method for controlling glucose in the treatment of type II diabetes?
1. Define the problem and state the objectiveIdentify the disease state and what aspect you want to

Слайд 122. Identify the perspective…
that is, who will be utilizing the

information to make what decisions.
This will guide you in choosing

the relevant costs and benefits.

2. Identify the perspective…that is, who will be utilizing the information to make what decisions.This will guide

Слайд 13Perspectives
Patient
Health Practitioner
Hospitals or Hospital systems
Third-Party payers
Societal

PerspectivesPatientHealth PractitionerHospitals or Hospital systemsThird-Party payersSocietal

Слайд 14Patient Perspective
Examples of costs that directly affect the patient include:
Out-of-Pocket

costs
lost income
transportation

Relevant Consequences are:
Therapeutic effectiveness
Adverse events
Quality of Life (QOL)

Patient PerspectiveExamples of costs that directly affect the patient include:Out-of-Pocket costslost incometransportation	Relevant Consequences are:Therapeutic effectivenessAdverse eventsQuality of

Слайд 15Health Practitioner
Costs to physicians may include:
Hospitalization
Pharmacy
Personnel
Supplies

Consequences of interest are:
Therapeutic

effectiveness
Adverse events

Health PractitionerCosts to physicians may include:HospitalizationPharmacyPersonnelSupplies	Consequences of interest are: Therapeutic effectivenessAdverse events

Слайд 16Hospitals
Costs include:
Hospital stay costs
Treatment of adverse events & complications
Consequences

of interest:
Therapeutic effectiveness
Adverse events

HospitalsCosts include:Hospital stay costs Treatment of adverse events & complications	Consequences of interest:Therapeutic effectivenessAdverse events

Слайд 17Third-Party Payer
Costs of care incurred for covered services which may

include:
Hospitalization
Pharmacy
Nursing home care

Consequences of interest
None

Third-Party PayerCosts of care incurred for covered services which may include:HospitalizationPharmacy Nursing home careConsequences of interestNone

Слайд 18Societal
All possible costs including lost productivity
All possible consequences including QoL,

& life years.

SocietalAll possible costs including lost productivity	All possible consequences including QoL, & life years.

Слайд 193. Identify Alternative Interventions
What are the relevant choices?

Often a head-to-head

comparison of the most used (traditional) treatment with the new

one.

It’s important to compare with the most likely substitute for a realistic result.

The comparator doesn’t have to be a drug therapy.
3. Identify Alternative InterventionsWhat are the relevant choices?Often a head-to-head comparison of the most used (traditional) treatment

Слайд 20Cost and Effectiveness Comparison Grid

Cost and Effectiveness Comparison Grid

Слайд 214. Identify and measure outcomes of each intervention
Typical outcomes used

include:
cure rate (percent cured of illness)
improved quality of life
decreased incidence

of morbidity
years of extended life
relief or reduction in symptoms
no effect
Adverse events (drug interactions and side-effects)
mortality
4. Identify and measure  outcomes of each interventionTypical outcomes used include:cure rate (percent cured of illness)improved

Слайд 22ECHO Model
E conomic
C linical
H umanistic
O utcomes

ECHO ModelE conomicC linicalH umanisticO utcomes

Слайд 23Types of Outcomes
intermediate outcomes such as controlling sugar levels, blood

pressure and cholesterol levels are indicators that a disease or

event (like a stroke) is less likely to occur.

final outcomes would be measured as the reduction in the disease or events.

Values can come from RCTs, literature, surveys or other data sources
Types of Outcomesintermediate outcomes such as controlling sugar levels, blood pressure and cholesterol levels are indicators that

Слайд 245. Identify, Measure and Value costs
Costs include:
direct medical costs like

office visits, hospitalizations, any treatment costs;
direct non-medical costs like

transportation to get treatment;
indirect costs like missed work due to illness;
intangible costs like pain and suffering.

Be sure to include those costs that are relevant to your perspective.
5. Identify, Measure and Value costsCosts include:direct medical costs like office visits, hospitalizations, any treatment costs; direct

Слайд 25Measuring Costs
Costs are measured over a relevant time period such

as a month or year.

The length of time used

depends on the typical span of the illness.

Acute diseases such as the flu would have a short span; while chronic or long-term illness such as depression or heart disease would span years.
Measuring CostsCosts are measured over a relevant time period such as a month or year. The length

Слайд 26Valuing Costs
Determining the amount (dollar value) for each item (cost/benefit)

listed can be difficult, especially for indirect and intangible costs.



The key is to determine the “opportunity cost” of the resource used. That would be the highest valued alternative use of the resource. Typically use market value.

Sources of cost data include claims data, published price lists..depends on your perspective.
Valuing CostsDetermining the amount (dollar value) for each item (cost/benefit) listed can be difficult, especially for indirect

Слайд 27Sensitivity Analysis
When estimating costs and outcomes, you typically have a

range of possible values.

Sensitivity analysis requires that the results

be recalculated at the different values to see if the conclusions change.
Sensitivity AnalysisWhen estimating costs and outcomes, you typically have a range of possible values. Sensitivity analysis requires

Слайд 28Discounting
If the analysis spans more than a year, then the

dollar values must be adjusted to a common point in

time.
Discounting adjusts future costs or benefits using an expected interest or discount rate.
Present Value = Future value
(1+r)n
where r = discount rate (typically ranges from .03 to .06)
and n = the number of years in the future.
DiscountingIf the analysis spans more than a year, then the dollar values must be adjusted to a

Слайд 29Discounting example
You wish to implement a diabetes DSM program which

will cost you $1500 per year.
The benefits from this

program won’t be evident for 2 years, so you want to evaluate it after 4 years.
Use r = .05

Discounting exampleYou wish to implement a diabetes DSM program which will cost you $1500 per year. The

Слайд 30Discounting Example

Discounting Example

Слайд 31Sources of data
Published information – journals, RCTs
Secondary data – single

firm (internal), company level, state or national data (external)
Primary data

collection – sample selection, validated instruments

Each choice affects the generalizability of your results
Sources of dataPublished information – journals, RCTsSecondary data – single firm (internal), company level, state or national

Слайд 32Five types of Pharmacoeconomic Analyses
Cost of Illness (COI)
Cost-minimization (CMA)
Cost-benefit (CBA)
Cost-effectiveness

(CEA)
Cost-utility (CUA)

Five types of Pharmacoeconomic AnalysesCost of Illness (COI)Cost-minimization (CMA)Cost-benefit (CBA)Cost-effectiveness (CEA)Cost-utility (CUA)

Слайд 331. Cost of Illness
Evaluation of overall economic impact of a

disease on a population
Measures the economic burden of a disease
Sum

of all costs and all consequences of the disease
Has the advantage of defining the disease, its epidemiology, outcomes and consequences.

Example – Costs attributable to Type II diabetes in adults
1. Cost of IllnessEvaluation of overall economic impact of a disease on a populationMeasures the economic burden

Слайд 34Cost of Illness
“An illness consumes resources and, thus, it has

a cost. The cost of an illness is the sum

of three broad components:
medical resources used to treat the illness,
the nonmedical resources associated with it, and
lost productivity due to illness or disability” (Larson, 1996)
Cost of Illness“An illness consumes resources and, thus, it has a cost. The cost of an illness

Слайд 352. Cost-Minimization
This type of evaluation compares two or more alternative

treatments that produce clinically equivalent outcomes.
Once equivalency is demonstrated,

the focus is on choosing the one with the smallest total costs.

Example – treating patient w/same therapy in hospital vs home.
2. Cost-MinimizationThis type of evaluation compares two or more alternative treatments that produce clinically equivalent outcomes. Once

Слайд 363. Cost-effectiveness
If you can measure the therapeutic effect in “natural

units” (I.e. weight gained, blood cholesterol level reduction) you compare

the Cost per gain in therapeutic effect.

Cost-Effectiveness Ratio =
Cost of treatment ($)
Therapeutic effect* (Natural units)

Limitation – must choose a single measure!
3. Cost-effectivenessIf you can measure the therapeutic effect in “natural units” (I.e. weight gained, blood cholesterol level

Слайд 37are those with outcomes worth their corresponding costs relative to

competing alternatives
Therapies that are less expensive and at least as

effective as other alternatives
Therapies that are more expensive than alternative therapies with an additional benefit worth the additional cost
Therapies that are less expensive and less effective in instances where the extra benefits provided by the competing therapy in not worth the additional expense

Cost-effective therapies

are those with outcomes worth their corresponding costs relative to competing alternativesTherapies that are less expensive and

Слайд 38Examples where CEA is best technique
Compare the costs and outcomes

of two or more antihypertensives
Cost per decrease in blood pressure
Compare

two programs designed to prevent excess mortality
Cost per life saved
Note: Cost-utility analysis is a special form of cost-effectiveness analysis
Examples where CEA is best techniqueCompare the costs and outcomes of two or more antihypertensivesCost per decrease

Слайд 394. Cost-Benefit Analysis
Evaluation technique for comparing the value of all

resources consumed (costs) in implementing a program or intervention against

the value of the outcome (benefits) from that program or intervention.
Outcomes of alternative interventions is valued in monetary units ($) thus you can compare alternatives with different outcomes.
Scope of analysis is usually broad, addressing large societal issues.

4. Cost-Benefit AnalysisEvaluation technique for comparing the value of all resources consumed (costs) in implementing a program

Слайд 404. Cost-Benefit Analysis
Two methods are used for CBA.
All costs

and benefits are expressed in dollars.
There are two ways

to express the results:
Calculate the Benefit to Cost ratio for each action
Benefit ($)
Cost ($)

Or calculate the Net Benefit
= Benefit ($) – Cost ($)

Choose alternative with the largest value.
4. Cost-Benefit AnalysisTwo methods are used for CBA. All costs and benefits are expressed in dollars. 	There

Слайд 41Examples of questions CBA may address
AIDS prevention and awareness programs
Smoking

cessation intervention
Diabetes drug adherence
Breast cancer screening

Examples of questions CBA may addressAIDS prevention and awareness programsSmoking cessation interventionDiabetes drug adherenceBreast cancer screening

Слайд 425. Cost-utility
integrates both costs and consequences within the utility analysis

framework.
A variation of CEA
differences between CUA & CEA
CUA requires the

measurement of final outcomes in terms of changes in life expectancy adjusted for patient preferences
Intermediate outcomes are not appropriate to use in cost-utility analysis
outcomes expressed in QALY gained
5. Cost-utilityintegrates both costs and consequences within the utility analysis framework.A variation of CEAdifferences between CUA &

Слайд 43Quality Adjusted Life Years



QALY = Utility x # years

in health state
One year at full health QALY = 1.0
Death

QALY = 0.0
3 years disabled (U =0.5) = 1.5 QALYs

Quality Adjusted Life YearsQALY = Utility x  # years in health stateOne year at full health

Слайд 44Application of CUA
CUA is the most difficult and expensive economic

evaluation method to use
CUA should be used when QoL is

the important outcome:
Psychological well-being, physical and social function are important in the treatment of arthritis
Chemotherapy may increase survival but decrease well-being, both quality and quantity of life are important
Application of CUACUA is the most difficult and expensive economic evaluation method to useCUA should be used

Слайд 45Approaches to Obtaining Effectiveness Clinical Trials
Randomized Controlled Trials (RCTs) are

typically performed by the drug company to establish safety and

efficacy. Results from RCTs are not always applicable to the real world due to issues such as patient heterogeneity and compliance.
Naturalistic design is more real world than RCT, but more expensive to implement.

Approaches to Obtaining Effectiveness   Clinical TrialsRandomized Controlled Trials (RCTs) are typically performed by the drug

Слайд 46Approaches to Obtaining Effectiveness Modeling
Synthesizes data from the literature to model

the disease, treatment and outcome process.
There are two types

of models:
Decision Tree
Markov
Approaches to Obtaining Effectiveness ModelingSynthesizes data from the literature to model the disease, treatment and outcome process.

Слайд 47(1) Decision Tree Models

(1) Decision Tree Models

Слайд 48(2) Markov models

(2) Markov models

Слайд 49Summary
Research question
Perspective
Type of analysis
Appropriate Comparators?
Relevant costs and consequences
Validated instruments
Time period,

discounting
Sensitivity analysis
Generalizability

SummaryResearch questionPerspectiveType of analysisAppropriate Comparators?Relevant costs and consequencesValidated instrumentsTime period, discountingSensitivity analysisGeneralizability

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