A user guide to the Disease Atlas 1 Table of Contents 1 Introduction to health economics 2 User guide to the Disease Atlas Why is health economics relevant to healthcare professionals 3 1 Beecroft BMJ Opinion 2016 httpsblogsbmjcombmj20160229clairebeecroftwhyallmedicalstu ID: 778752
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Slide1
Fundamentals of health economics: A user guide to the Disease Atlas
1
Slide2Table of Contents:
1) Introduction to health economics
2) User guide to the Disease Atlas
Slide3Why is health economics relevant to healthcare professionals?
3
1. Beecroft. BMJ Opinion 2016, https://blogs.bmj.com/bmj/2016/02/29/claire-beecroft-why-all-medical-students-need-an-education-in-health-economics/;
2.
Kernick
. Postgrad Med J 2003;79(929):147–150;
3. Jain. Perspect Med Ed 2016;5:45–7
”
“…it is time to accept that basic health economics should form part of the core medical curriculum – it is no longer a ‘niche’ topic for those with interest in this aspect of healthcare”
1
”
“An understanding of some basic economic principles is essential for all practitioners not only
to understand the useful concepts the discipline can offer but to appreciate its limitations and shortcomings”
2
”
“Political expectations are
growing that hospital doctors will get to grips with finances and be more involved in budget management and commissioning
“But for many doctors a role in managing budgets or improving efficiency seems an overwhelming task, without much background knowledge, or training”
3
Slide41) Introduction to health economics
Slide5Economics is based on the idea that there will never be enough resources to satisfy the demand for them – the principle of
scarcity
2
This means that, in healthcare systems, the growth of healthcare resources is outstripped both by the demand for those resources and by the number and cost of treatment options that become available,
1,2
driven by several factors:
3
Demographic change; as individuals live longer, there is a greater proportion of elderly people requiring healthcare, further constraining welfare systems
Improvements in health technology mean that more pharmacological, surgical, and diagnostic treatments are available
The expectations individuals have of a healthcare system rise over time
Time
Resources available
Demand for healthcare resources
Number of intervention options
The economics of healthcare
5
1.
Kernick
. Postgrad Med J 2003;79(929):147–150;
2. Phillips. Health Economics: An Introduction for Health Professionals. Blackwell, 2005;
3. Drummond. An Introduction to Health Economics.
Brookwood
Medical Publications, 1995
The economics of healthcare
1,2
Demand
or availability
Slide6e.g., lost productivity at work, unemployment,
unpaid caregiver time
The costs of healthcare
6
Treatment options use healthcare resources, in the form of direct and indirect costs:
1
Direct costs relate directly to a treatment,
e.g., drug acquisition costs, doctor and nursing staff time
Indirect costs relate to losses to society,
e.g., lost productivity at work, unpaid caregiver time
Indirect costs are not always considered, and there is a level of debate about their relevance; an individual’s work is typically covered in their absence by another person, so is there really a loss to society when the individual is off sick?
2
Sometimes there are multiple treatment options available, each with their own benefits. In this case,
a choice has to be made
about which treatment option to use
1. Phillips. Health Economics: An Introduction for Health Professionals. Blackwell, 2005;
2.
Drummond. An Introduction to Health Economics.
Brookwood Medical Publications, 1995Direct
costs
e.g., drug
costs
Indirect costs
Societal costs
e.g., homelessness, incarceration
Slide7Weighing up costs and benefits of treatments
7
All treatments are associated with a cost
1,2
Resources are allocated to one healthcare area at the expense of investment in another; e.g., if more money is spent on cancer treatment, then that same money cannot be spent on treating mental
disorders
1,2
To be able to answer the question, “
Is the increase in cost between different treatments worth paying?
” some measure of the benefits of each drug is needed, so that the treatment
costs
can be considered against the
benefits
when comparing alternative treatment options
Measures of benefit include years of life saved, events averted1 (e.g., psychotic relapse), and number of symptom-free days, DALYs?1.
Kernick. Postgrad Med J 2003;79(929):147–150; 2. Phillips. Health Economics: An Introduction for Health Professionals. Blackwell, 2005
Benefit
Cost
-
+
Feasibility
Slide8Cost–effectiveness comparisons
8
When the treatment
costs
are known and a metric for
benefit, or effectiveness
, has been established, treatment options can be compared and analysed on a cost–effectiveness plane
1It might be clear that one treatment is more effective and less costly (i.e., dominant) than an alternative. Sometimes, the situation is less clear-cut; an alternative treatment can be more effective and also more costly
1,2Discerning the value of alternative treatment options requires health economic evaluations to be performed
21. Phillips. Health Economics: An Introduction for Health Professionals. Blackwell, 2005;
2. Kernick. Postgrad Med J 2003;79(929):147–150
Cost
Benefit (effectiveness)
The new treatment has greater benefits,
but is more costly
The new treatment has fewer benefits,
and
is also more costlyThe existing treatmentis said to ‘dominate’
The new treatment has fewer benefits,
but is less costly
The new treatment has greater benefits
and
is less costly
The new treatment is
said to
‘dominate’
The cost–effectiveness plane
1
Slide9Types of health economic evaluations
9
DALY=disability-adjusted life year; QALY=quality-adjusted life year
1.
Areda
et al.
Br J
Pharmaceut Sci 2011;47(2):231–240; 2. Drummond. An Introduction to Health Economics. Brookwood Medical Publications, 1995;3. York Health Economics Consortium website.
https://www.yhec.co.uk/glossary/budget-impact-analysis
Cost–minimisation analysis (CMA)
1
Assuming that two treatments have the same, or similar, effectiveness, a CMA simply asks: which one of them is cheaper?
Cost–benefit analysis
(CBA)
1,2
Costs and effectiveness are both measured in monetary terms; the relationship between the costs of a treatment and the financial benefits of that treatment are estimated – do the benefits outweigh the costs?
Sometimes, a budget-impact analysis is performed, to see how a new treatment would affect a healthcare budget
3
Cost–effectiveness analysis
(CEA)
1,2
Calculates the cost of one treatment versus another per specific benefit in natural units, e.g., years of life saved, or number of symptom-free days
Cost–utility analysis
(CUA)
1,2
Calculates the cost of a treatment versus another per units of mortality and morbidity – typically, the cost of obtaining a ‘year of healthy life’ is calculated, and compared between treatments, expressed as QALYs and DALYs
By considering both mortality
and morbidity, therapies that diminish quality of life but extend lifespan are considered fully
Slide10Types of budget-impact models
10
Adapted from: York Health Economics Consortium website.
https://www.yhec.co.uk/glossary/budget-impact-analysis;
Lundbeck Institute Campus website. World map, draft;
Mtech
website. http://www.mtechaccess.co.uk/all-services/budget-impact-modelling/;
Silva et al. Epidemiol Serv Saude 2017;26(2):421–424
Budget
-i
mpact model: relative to prevalence
A calculation can be made simply taking the number of patients with a certain illness and multiplying by the cost per patient of that illness. This can be used to gage the impact of the illness on a given budget
Budget-impact
model:
relative to healthcare budgets
The budget impact, calculated above, can be represented as a percentage of the total healthcare budget of a given country, region, province, or municipality
Budget-impact
model:
relative to cost-effectiveness
In the most thorough form of budget impact analysis, a complex model of costs, benefits, and the value of improvements to patients are used to inform decisions about whether to reimburse a particular therapy, or about a particular disease area, based on the lowest
cost-effectiveness ratio given a budget constraint
Schizophrenia
:
$10 million, 1.7% impact
Total budget: $600 million, 100%
Slide112) User guide to the Disease Atlas
Slide12Incidence and prevalence
1. Oxford. Concise Colour Medical Dictionary. 4
th
edition, 2007
Prevalence
All cases (8)
1,000
=0.8%
12
Incidence is a measure of morbidity based on the number of new events (such as episodes of an illness, or occurrence of a disorder) in a given time period,
1
usually expressed as a rate: number of new events per 1,000 of the population, or as a percentage
Prevalence is a measure of morbidity based on the current sickness of a population,
1
usually expressed as a rate: number of affected individuals per 1,000 of the population, or as a percentage, or as a raw number representing the total number of cases in that population
Incidence
2 cases
in a year
1,000
=0.2%
per year
Slide13Perfect health:
0.00
Measles:
0.15
Tuberculosis:
0.27
Respiratory tract infection:
0.28
Femur fracture: 0.37
Parkinson’s disease: 0.39a Schizophrenia: 0.53
MDD: 0.60a
Alzheimer’s disease:
0.64Spinal cord injury: 0.73
Terminal cancer: 0.81
Health utility scores
Health utility scores (disability weights) can be generated using several interview and questionnaire methods, including the examples shown here
113
a
Disability
weights are presented for untreated condition; MDD=major depressive disorder
1. Phillips. Health Economics: An Introduction for Health Professionals. Blackwell, 2005; 2.
Prüss-Üstün
et al. Introduction and methods. Assessing the environmental burden of disease at national and local levels. WHO, 2003; 3. WHO. Global Burden of Disease 2004 Update. WHO, 2008
Example disability weights
2,3
1. Standard gamble
1
Individuals are presented with a choice between a certain health state (e.g., the current state), or a gamble with one better (e.g., perfect health) and one worse (e.g., death). The odds are adjusted until the individual takes the gamble, e.g., a 10% chance of dying against a 90% chance of being cured back to perfect health
2. Time trade-off
1
Individuals are asked how many years of perfect health they would trade for their life expectancy in their current health state – what proportion of their life they would sacrifice to be cured of a certain condition
3. Visual-analogue rating scales
1
Individuals are asked to mark along a scale, where a certain health state lies:
The
worst
health you can imagine
The
best
health you can imagine
100
90
80
70
60
50
40
30
20
10
0
X
Slide14QALYs and DALYs (I)
A QALY is the product of years of life lived, and the health utility score associated with a health state:
1,2
A year of perfect health is 1 QALY, a year in a health state rated 0.5 (half perfect health) is 0.5 QALY, and 5 years in the 0.5 health state is 2.5 QALYs
1,3
1 QALY = 1 year of perfect health
1
14
A DALY is the sum of the years of life lost (YLL) due to premature death, and years lived with disability (YLDs):
41 DALY = 1 lost year of healthy life5
DALY=disability-adjusted life year; HRQoL=health-related quality of life; QALY=quality-adjusted life year; YLD=years lived with disability; YLL=years of life lost1. Sassi. Health Policy Plan 2006;21(5):402–408; 2. Gold et al. Ann Rev Public Health 2002;23:115–134; 3.
Phillips. Health Economics: An Introduction for Health Professionals. Blackwell, 2005; 4. Prüss-Üstün et al. Introduction and methods. Assessing the environmental burden of disease at national and local levels. WHO, 2003; 5. Murray & Lopez. The Global Burden of Disease. WHO, 1996
YLL
YLD
+
YLL = N x L
Where N is number of deaths,
L is standard life expectancy
YLD = I x DW x L Where I is number of incident cases,
DW is the disability weight, and
L is average duration of disability
Years of life
Utility score
x
QALY
1,2
More individual-focussed
1 – Full health
0 – Death
Health state is rated, irrespective of disease
No adjustments are made to the values
DALY
2,4
More population-focussed
0 – Full health
1 – Death
Specific disease or condition is rated
Adjustments are made, e.g., for age
Slide15QALYs and DALYs (II)
QALYs
The area under this curve is the QALYs accumulated by the person over this portion of his or her lifetime – the area is approximated by summing the areas of the rectangles
15
DALYs
Total DALYs – the years lost from an ideal lifetime living to the maximum life expectancy in full health – are approximated by summing the areas of the rectangles above the curve
Adapted from: Gold et al. Ann Rev Public Health 2002;23:115
–
134
Years
Health-related quality of life
Death
Years
Degree of disability
Life expectancy
Death
0
1
1
0
Slide16How DALYs work in practice for an individual
This is John
He is a Canadian
man, and was born in 1940
He developed Alzheimer’s
disease (AD) at the age of 66
In 2012, he died aged 72
16
A DALY is the sum of the years of life lost (YLL) due to premature death, and years lived with disability (YLDs):
1
The WHO associates AD with a utility of 0.6 (in other words, a utility loss of 0.4)1 throughout the 6 years that John lived with ADYLL
– the mortality part of the DALY is 8 (because John died aged 72 and not aged 80,a a difference of 8 years)YLD – the morbidity part of the DALY is 3.6 (6 x 0.6 = 3.6)This is a total of 11.6 DALYs – 11.6 years of healthy life lost
a
80 years was the life expectancy of a Japanese male, which is used as the male benchmark for DALYs2AD=Alzheimer’s disease; DALY=disability-adjusted life year; WHO=World Health Organization; YLD=years lived with disability; YLL=years of life lost1. Prüss-Üstün et al. Introduction and methods. Assessing the environmental burden of disease at national and local levels. WHO, 20032. Murray & Lopez. The Global Burden of Disease. WHO, 1996
YLL
YLD
+
Slide17Direct costs
Medical direct costs:
Physician visits
Hospitalisation costs
Pharmaceuticals
Non-medical direct costs:
Social services
Special accommodationCosts incurred by the family (e.g., home
modificationsa)
Indirect costsLost productivity due to absenteeism, presenteeism, or early retirementInformal care
Disability payments
Cost per patient17
aSometimes
considered within indirect costsAdapted from: ADI World Alzheimer Report 2015; Bovolenta et al. Clin Interv Aging 2017;12:2095–2108; Greenberg et al. J Clin Psychiatry 2003;64(12):1465–1475; Gustavsson et al. Eur Neuropsychopharmacol 2011;21:718–779; Jin & Mosweu
. Pharmacoeconomics 2017;35(1):25–42; Kowal et al. Mov Disord 2013;28(3):311–318; Mudiyanselage et al. Parkinsons Dis 2017;2017:5932675; Okumura & Higuchi. Prim Care Companion CNS Disord 2011;13(3):PCC.10m01082; Teoh et al. Neuropsychiatr Dis Treat 2017;13:1979–1987; Wu et al. J Clin Psychiatry 2005;66(9):1122–1129; Yang & Chen.
Parkinsons Dis 2017;2017:8762939; Zhai et al. Int J Ment Health Syst 2013;7(1):26; Zhang et al. Neuropsychiatr Dis Treat 2016;12:941–949; Zhao et al. Eur J Neurol 2011;18(3):519–526
Reporting of the ‘cost-per-patient’ metric varies depending on how the underlying analyses have been designed,
which may bring uncertainty in making cross country comparisons
For example, ‘direct’ costs may consider several of many different parameters; ‘indirect’ costs may, or may not, be included
It is important to bear this in mind when comparing cost-per-patient values using tools such as the Lundbeck Institute Disease Atlas
Slide18Example: $20,000 per patient, prevalence 0.2%, population 50,000 people
The total prevalence of the condition in the whole population is:
50,000 x 0.002 = 100 individuals
The budget impact is this prevalence multiplied by the cost per patient
100 x $20,000 =
$2 million
Budget impact
To calculate the impact that a particular illness has on a healthcare budget, the prevalence of that illness is multiplied by the estimated cost per patient
18
Cost per
patient
Total
prevalence
x
Slide19Example: a budget impact of $2 million
and a total budget of $20 million
This means that 5% of the healthcare budget is spent on this particular illness
Disease investment
Budget impact is usually presented as a proportion of the total healthcare spend, by dividing the budget impact by the annual healthcare budget
19
Budget impact = $2 million
Total budget
Budget impact
$2 million
$20 million
= 5%
(
)
x100
Total healthcare budget
Slide20Summary
Health economics provides useful insights into how healthcare can be organised and financed, and provides frameworks to address the values of different interventions in a explicit and consistent manner
1
QALYs and DALYs provide a common currency, formalising the effect of a illness or a treatment on the quality and quantity of an individual’s life
2
The Lundbeck Institute Campus Disease Atlas is an interactive tool that can be used to display and compare health statistics for certain conditions, by region and country:
3
Prevalence – the proportion of a population that experience an illnessDALYs – a measure of disease burden expressed as years of healthy life lost
Budget impact – the total cost of the disease for all patientsDisease investment – the proportion of the total health care expenditure that is spent on the disease
20
DALY-disability-adjusted life year; QALY=quality-adjusted life year1. Kernick. Postgrad Med J 2003;79(929):147–150; 2.
Gold et al. Ann Rev Public Health 2002;23:115–134; 3. Lundbeck Institute Campus website. World map, draft