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INEQUALITIES IN HEALTH CARE
SERVICES UTILISATION
IN OECD COUNTRIES
Marion Devaux, OECD Health Division 2014 QICSS International Conference on Social Policy and Health Inequalities, Montreal, 9-May-2014
1
• Policy objectives: reduction of inequalities in health status and equal access to health care based on need
• Equality and equity in health care use: – Inequity: inequalities remaining after adjusting for
needs for health care
2
Background (1/2)
• Evidence for inequity in health care use, especially for specialist and dentist visits, but less clear-cut for GP visits. – Internatinal studies around the years 2000 (van
Doorslaer & Masseria, 2004; Or et al., 2008; Bago d’Uva et al., 2008), but no recent update.
• Evidence for inequality in preventive care – Two studies aimed at gauging inequalities (Cervical
cancer screening: McKinnon et al., 2011; European countries: Carrieri & Wubker, 2012)
3
Background (2/2)
1. To update earlier results on inequity in health care use (van Doorslaer and Masseria, 2004) to extend the analysis to new preventive care services and to new OECD countries.
2. To examine inequalities in conjunction with health systems characteristics (with focus on financial barriers)
4
Objective of the study
• Measuring inequities by income level in doctor visits by adjusting for differences in people’s need for health care.
Horizontal equity principle
• Measuring income-related inequalities in dentist visits and breast and cervical cancer screening.
• Concentration index to measure the degree of inequality/inequity.
5
Methods
• Latest national health survey data for 19 OECD countries
• Doctor visits in the past 12 months
• Dentist visits
• Breast & cervical cancer screening
• Needs for health care
• Individual characteristics
• Income level of the household.
6
Data 19 OECD countries
Austria (EHIS 2006/7)
Belgium (EHIS 2008)
Canada 2007/08
Czech republic (EHIS 2008)
Denmark 2005
Estonia (EHIS 2006/7)
Finland 2009
France 2008
Germany 2009
Hungary( EHIS 2009)
Ireland 2007
New Zealand 2006-07
Poland (EHIS 2009)
Slovak republic (EHIS 2009)
Slovenia (EHIS 2007)
Spain 2009
Switzerland 2007
United Kingdom 2009
United States 2008
• Small variations across income groups.
• Before need-adjustment, low-income people are more likely to see a GP in 13 of 17 countries.
• After need-adjustment, low-income people are as likely as high-income people to see a GP (in 8 of 17 countries).
• Once they go to visit a GP, low-income people are more likely to consult more often.
7
GP visits in the past 12 months
Source: OECD Health Working Paper No 58. Devaux and de Looper, 2012. (*) in past 3 months in Denmark
France
Belgium
New Zealand
Austria
Canada
Slovak Republic
Spain
Hungary
United Kingdom
Ireland
Czech Republic
Poland
Slovenia
Estonia
Switzerland
Finland
Denmark*
Need-adjusted probability of a GP visit in last 12 months
by income quintile (age 16-85)
0.30 0.40 0.50 0.60 0.70 0.80 0.90 1.00
Rates of GP visits in the past 12 months
Lowestincome quintile
Average Highest incomequintile
• Large variations across income groups, low-income people being less likely to see a specialist in all countries.
8
Specialist visits in the past 12 months
Hungary
Czech Republic
France
Canada
Slovak Republic
Spain
Switzerland
Belgium
Poland
Estonia
Slovenia
United Kingdom
Finland
New Zealand
Denmark*
Need-adjusted probability of a specialist visit in last 12 months
by income quintile (age 16-85)
0.00 0.20 0.40 0.60 0.80
Rates of specialist visits in the past 12 months
Lowestincome quintile
Average Highest incomequintile
Source: OECD Health Working Paper No 58. Devaux and de Looper, 2012. (*) in past 3 months in Denmark
-0.10
-0.05
0.00
0.05
0.10
0.15
9
Inequity Index in GP and Specialist visits
-0.10
-0.05
0.00
0.05
0.10
0.15
Source: OECD Health Working Paper No 58. Devaux and de Looper, 2012. (*) in past 3 months in Denmark
Inequity in GP visits Inequity in Specialist visits
Pro-poor inequity
Pro-rich inequity
Pro-rich inequity
• People with higher incomes are also more likely to visit a dentist
• Main reasons = Financial barriers
• Dental care not -or only partly- reimbursed under health insurance plans
10
Dentist visits in the past 12 months
Source: OECD Health Working Paper No 58. Devaux and de Looper, 2012.
(*) France past 24 months; (**)Denmark past 3 months.
Czech Republic
United Kingdom
Slovak Republic
Switzerland
Canada
Austria
Finland
Belgium
Slovenia
Ireland
New Zealand
Estonia
Spain
United States
Poland
Hungary
France*
Denmark**
Probability of a dentist visit in last 12 months
by income quintile (age 16-85)
0.00 0.20 0.40 0.60 0.80 1.00
Rates of dentist visits in the past 12 months
Lowestincome quintile
Average Highest incomequintile
• In countries with cancer screening programmes, services are made available to all at little or no cost
• Despite this, uptake varies among socioeconomic groups
• Often, geographic reasons such travelling distance or availability of screening facilities create many barriers
• Lower levels of awareness of programmes, symptoms or risks, especially among women with low incomes or from minority groups
11
Pro-rich inequality in cancer screening
United States
Austria
Spain
Slovenia
Canada
New Zealand
France
Poland
Denmark
Belgium
Czech Republic
Hungary
Slovak Republic
United Kingdom
Switzerland
Estonia
Ireland*
Probability of cervical cancer screening in last 3 years
by income quintile (age 20-69)
0.00 0.20 0.40 0.60 0.80 1.00
Rates of cervical cancer screening in the past 3 years
Lowestincome quintile
Average Highest incomequintile
(*) Ireland: in past 12 months
Source: OECD Health Working Paper No 58.
• Country ranking remained rather stable
• Size of inequality remained very stable for doctor and GP visits.
• Some discrepancies found for specialist (Finland) and dentist visits (Finland and Spain) mainly due to differences in survey methodology and wording of questions.
12
Comparison with earlier findings
13
Comparison with earlier findings
Panel A. GP visits: probability Panel B. Specialist visits: probability
Panel C. Dentist visits: probability
-0.04
0
0.04
0.08
0.12
0.16
0.2
Ine
qu
ity
ind
ex
(HI)
2011 project Van Doorslaer & Masseria (2004)
-0.04
0
0.04
0.08
0.12
0.16
0.2
Ine
qu
ity
ind
ex
(HI)
2011 project Van Doorslaer & Masseria (2004)
-0.04
0
0.04
0.08
0.12
0.16
0.2
Ine
qu
alit
y in
de
x (C
I)
2011 project Van Doorslaer & Masseria (2004)
• Organisation of health systems
• Financing of health care services
• Cultural and information barriers
14
Which health system features characterise
countries with lower levels of inequity?
Primary care physicians referral to access secondary care
Required Incentives
No requirement, no incentive
Register with a
primary care
physician
Required
Denmark, Finland, Ireland, Italy, Netherlands,
Portugal, Slovenia, Spain
Czech Republic,
Incentives
Australia, New Zealand, Norway,
Poland,
Belgium, France, Switzerland
No requirement, no incentive
Canada, Chile, United Kingdom
Mexico
Austria, Germany,
Greece, Iceland, Israel, Japan,
Korea
15
Gatekeeping system --Preliminary data-
Source: OECD Health System Characteristics Survey 2012 and Secretariat’s estimates.
Cze
ch R
ep.
Den
ma
rk
Fin
lan
d
Fra
nce
Ger
ma
ny
Hu
ng
ary
Icel
an
d
Irel
an
d
Ita
ly
Ja
po
n
Ko
rea
G
reec
e
Isra
el
Den
ma
rk
Fin
lan
d
Fra
nce
Ger
ma
ny
Hu
ng
ary
Icel
an
d
Irel
an
d
Ita
ly
Ja
po
n
Ko
rea
G
reec
e
Isra
el
Den
ma
rk
Fin
lan
d
Fra
nce
Ger
ma
ny
Hu
ng
ary
Icel
an
d
Irel
an
d
Ita
ly
Ja
po
n
Gre
ece
Isra
el
Australia
Den
ma
rk
Fin
lan
d
Fra
nce
Ger
ma
ny
Hu
ng
ary
Icel
an
d
Irel
an
d
Ita
ly
Gre
ece
Isra
el
Austria
Belgium
Canada
Chile
Czech Rep.
Denmark
Finland
France
Germany
Greece
Iceland
Ireland
Israel
Italy
Japan
Acu
te
Inp
ati
ent
Dia
gn
ost
ic
Ima
gin
g
Cli
nic
al
La
b T
ests
Ph
arm
a-
ceu
tica
ls
Ou
tpa
tien
t sp
eci
ali
st
care
Ou
t-p
ati
ent
pri
ma
ry c
are
Ph
ysi
oth
era
py
Den
tal
care
Den
tal
pro
sth
esis
Ey
e p
rod
uct
s Note: coverage for an adult not subject to any exceptions
Source: OECD Health System Characteristics Survey 2012 and Secretariat’s estimates
Level of coverage for different types of care
--Preliminary data--
100% 99-95% 94-85% 84-65% 64-40% 40-0%
17
Cost-sharing arrangements
--Preliminary data-
Country Cost-sharing arragements, 2012
Austria Mostly free at the point of use for contracted physicians
Belgium Per-visit co-payments for outpatient care
Canada Free at the point of care
Czech Republic Per-visit co-payments for outpatient care
Estonia n.a.
Finland Per-visit co-payments for outpatient care
France Per-visit co-payments for outpatient care
Germany Free at the point of care
Hungary Per-visit co-payments for outpatient care
IrelandFree for medical card holders (40% of pop) and full cost for non-
medical card holders.
New ZealandCost-sharing for outpatient primary care, no cost-sharing for specialist
care
Poland Free at the point of care
Slovak Republic n.a.
Slovenia Cost-sharing
Spain Free at the point of care
Switzerland Cost-sharing after general deductible
United Kingdom Free at the point of care
USA n.a.
Source: OECD Health System Characteristics Survey 2012 and Secretariat’s estimates
• Universal health coverage not achieved
• Large share of private financing and out-of-pocket payments
• Care not free at the point of delivery
• No gatekeeping system
• Mostly private provision of health care
• Non-existence of public screening programmes
18
Health system features likely associated
with larger inequalities
• A greater share of OOP is associated with greater inequity in specialist and dental care.
• Weak correlation possibly because countries with high OOP have introduced measures to offset the negative effects on access
19
Out-of-pocket payments (OOP)
Czech Republic
Finland
Slovenia
Belgium
Spain
Hungary
Switzerland
Poland
R² = 0.2786
0
0.04
0.08
0.12
0 5 10 15 20 25 30 35 40
Ine
qu
ity
in s
pe
cial
ist
visi
ts
Out-of-pocket payment as % of total expenditure on specialist care
France
Belgium
Slovenia
Austria
Canada
CzechRepublic
Slovak Republic
Finland
Estonia
New Zealand
Poland Hungary
Spain
R² = 0.2717
0
0.04
0.08
0.12
0 20 40 60 80 100
Ine
qu
alit
y in
de
nta
l vi
sits
Out-of-pocket payment as % of total dental expenditure
Source: OECD Health Working Paper No 58.
• Update of previous work
– Inequities in health care utilisation persist across OECD countries
– For the same level of needs, the better-off are more likely to visit doctors - especially specialists and dentists - than those with lower incomes.
• Need for strengthening equity
20
Concluding remarks
• Reducing financial barriers – Targeting population the most at risk (exemptions)
– Increasing coverage (e.g. dental and eye care)
– Trade-off with budgetary constraints
• Reducing non-financial barriers – Geographic distribution of services
– Social dimension (education level, ethnic and language)
21
Possible policy actions to strengthen
equal access to care
Contact: [email protected]
Read more about our work Follow us on Twitter: @OECD_Social
Website: www.oecd.org/health
Newsletter: http://www.oecd.org/health/update
Thank you