Development of the European Healthcare and Social Cost Database (EU HCSCD) for use in economic evaluation of healthcare programs
Abstract
This study has received funding from the European Union's Horizon 2020 research and innovation programme under Grant agreement no. 779312.
Full text
Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
h ps://doi.o g/10.1186/s12913-022-07791-z
DATABASE
De elopmen o heEu opean Heal hca e
andSocial Cos Da abase (EU HCSCD) o use
ineconomic e alua ion o heal hca e p og ams
Jaime Espín1,2,3 , Zuzana Špací o á1,2,3* , Joan Ro i a1 , Da id Eps ein4 ,
An onio Ol y de Lab y Lima1,2,3 and Le icia Ga cía‑Mochón1,2,3
Abs ac
In oduc ion: Cos s a e one o he c i ical ac o s o he ans e abili y o he esul s in heal h echnology assessmen
and economic e alua ion. The objec i e is o de elop a cos da abase a he Eu opean le el o acili a e c oss‑bo de
cos compa isons in di e en se ings and explains he ac o s ha lead o di e ences in heal hca e cos s in di e en
coun ies, aking in o accoun he di e ences be ween heal h sys ems and o he ac o s.
Me hodology: The co e o he da abase is compounded o h ee main ca ego ies (p ima y esou ces, composi e
goods and se ices, and complex p ocesses and in e en ions) o ganized in o 13 subca ego ies. A numbe o ele‑
men s p o iding as de ailed in o ma ion o uni cos as possible we e iden i ied in o de o mi iga e he p oblem o
compa abili y. Conso ium pa ne s alida ed bo h he da abase s uc u e and selec ed cos ing i ems.
Resul s: Twen y‑se en cos ing i ems included in he EU HCSCD esul ed in 1450 uni cos s when aking in o accoun
all i em sub ypes and coun ies. C oss‑coun y di e ences in cos s a e d i en by he ype o esou ces included in he
cos ing i ems (e.g., o e head cos s in case o complex p ocesses and in e en ions) o by he a ie y o exis ing b ands
and/o models and he ype o uni alue in mos o he p ima y esou ces.
Conclusion: The EU HCSCD is he only public uni heal hca e and social cos da abase a Eu opean le el ha ga he
da a on uni cos s and explains di e ences in cos s ac oss coun ies. I s main enance and egula da a upda ing will
enable es ablishing speci ic sys ems o gene a ing and eco ding in o ma ion ha will mee many o i s cu en
limi a ions.
Keywo ds: Cos s, Economic e alua ion, T ans e abili y, Da abase, Cos ing me hodology
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Backg ound
Economic e alua ions (EE) a e ecognised as a key ele-
men o p io i y se ing decisions in Heal h Technology
Assessmen . EE should be an unbiased and anspa en
exe cise, and should add ess issues o gene alizabili y
( he deg ee o which he esul s o an obse a ion hold
ue in o he se ings) [1] and ans e abili y (designing
and epo ing e alua ions in such a way ha a leas some
componen s can be eusable in o he se ings) [2]. T ans-
e abili y can be g ea ly enhanced by ollowing good
p ac ice by es ima ing and epo ing uni s o esou ces
sepa a ely om he uni mone a y alues −p ice o uni
cos − o hose esou ces.
Hence accu a e uni cos s a e essen ial inpu s o eco-
nomic e alua ions. Uni cos da a a e a ailable om
mul i udinous sou ces, o example: p e ious li e a u e,
na ional da abases, heal hca e p o ide adminis a i e
Open Access
*Co espondence: zuzana.spaci o[email p o ec ed]
1 Andalusian School o Public Heal h/Escuela Andaluza de Salud Pública
(EASP), Cues a del Obse a o io 4, 18011 G anada, Spain
Full lis o au ho in o ma ion is a ailable a he end o he a icle
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Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
o billing sys ems, o expe opinion. This di e si y o
sou ces can make in e p e a ion and gene alizabili y
o economic e alua ions challenging. The uni cos s o
simila -seeming esou ce i ems may a y, o example,
due o di e ences in he de ini ion o he uni o ac i -
i y, he quan i y, quali y o mix o esou ce inpu s used
in p o iding a se ice o ac i i y, a e age p ice le els
ac oss coun ies and ac oss ime, luc ua ions in cu ency
exchange a es, o cos -accoun ing me hodology [3].
HTA e alua ions need o be adjus ed o ci cums ances
in each na ional (o e en egional) con ex , and sponso s
o heal h echnologies o o he esea che s o en a emp
o cons uc ans e able e alua ions ha can be adjus ed
ac oss coun ies and ju isdic ions, a he han s a ing a
new analysis om sc a ch [4].
To add ess hese issues, he Eu opean Heal hca e and
Social Cos Da abase (EU HCSCD) [5] o use in Heal h
Technology Assessmen (HTA) ac oss coun ies has
been de eloped. The emi o EU HCSCD is o p o ide
a eely-a ailable da ase o uni cos s o commonly used
heal hca e esou ce i ems ac oss Eu opean coun ies, and
builds on p e ious Eu opean-wide p ojec s Heal hBAS-
KET [6] and Eu oDRG [7]. Exis ing c oss-coun y uni
cos da abases equi e a ee [8], o a e designed o s a e-
gic heal h planning in low and middle-income coun ies
( he OneHeal h Tool [9]).
Hence he EU HCSCD mee s an unme need among
esea che s, and i is expec ed o p o ide se e al ben-
e i s. Fi s , he EU HCSCD will imp o e ans e abili y by
making i easie o ca y ou mul i-coun y s udies and o
adap economic e alua ion s udies om coun y o coun-
y, hence sa ing human esou ces ime and expense in
he ask o inding app op ia e heal hca e and social uni
cos s. Second, he da abase has in o ma ion no only on
he uni cos , bu also desc ibes how ha i em was con-
s uc ed o es ima ed in a common o ma . This in o ma-
ion may help esea che s explo e and explain a ia ion
in uni cos s be ween and wi hin coun ies. Will imp o e
anspa ency by p esen ing uni cos s es ima ed in di e -
en coun ies in a common o ma , allowing any a ia-
ion in uni cos s o be explo ed and explained. Thi d, he
a ailabili y o his de ailed c oss-coun y esou ce may
help na ional da a p oduce s (such as hose esponsible
o Diagnos ic Resou ce G oups) iden i y s eng hs and
weaknesses in hei cos ing me hodology and, o e ime,
may p omo e he s anda diza ion and imp o emen o
hese sou ces .
The EU HCSCD includes bo h heal hca e and social
(non-heal hca e and p oduc i i y) cos s. This pape
desc ibes he cons uc ion and con en o he heal h-
ca e uni cos s module, which was de eloped in he wo k
package ‘De eloping a cos ing me hodology and a co e
da ase o cos s o acili a ing c oss bo de compa isons
in economic e alua ions’ o he IMPACT-HTA p ojec
(No 779312) [10].
Cons uc ion andcon en
S uc u e o heEU HCSCD
The uni cos s in he da abase a e classi ied in o h ee
main ca ego ies: p ima y esou ces ( hose ha canno be
u he di ided in o smalle uni s, such as cos pe hou
o p o essionals o p ices o medicines), composi e goods
and se ices (bundles o se e al p ima y esou ces ha
a e consumed join ly, such as a day in a hospi al wa d,
o an ou pa ien isi ), and complex p ocesses and in e -
en ions (uni s o ac i i y ha agg ega e di e se ypes
o esou ces, such as medical in e en ions and su gical
p ocedu es). Table1 p o ides an o e iew o he ca ego-
ies, subca ego ies o he 27 i ems cu en ly lis ed in he
EU HCSCD. Each i em may ha e se e al ields co e-
sponding o he sou ces a ailable in each coun y.
Fields desc ibing heEU HCSCD cos ing i ems
Ensu ing compa abili y consis s o collec ing as de ailed
in o ma ion on cos ing me hodologies used o es ima e
cos o each i em included in he EU HCSCD as possi-
ble. This means he knowledge abou wha esou ces a e
included in he cos , how we e he esou ces es ima ed
and how was he uni cos calcula ed and assigned o
he esou ces. In he long e m, he compa abili y can
only be a ained i all coun ies/ins i u ions use he
same accoun ing me hodology. Howe e , he uni al-
ues applied a p esen ha e di e en o igins, no only
cos accoun ing om heal h ca e o ganiza ion, bu also
ma ke p ices, a i s, public p ices, e c. The e o e, all
he ields desc ibed below ha e been included in he
cos da abase o mi iga e he p oblems o compa abili y
(Table2).
Da a collec ion
Sea ches we e ca ied ou on he heal h o ganiza ions’
websi es (e.g., EUne HTA, NHS England, Eu opean
Obse a o y on Heal h Sys ems and Policies, Depa -
men o Heal h (London), Cen e o Heal h Economics
(Uni e si y o Yo k), e c.) and he mos p e alen diseases
wo ldwide we e checked in o de o decide which cos -
ing i ems (in e en ions, medicines, medical de ices,
e c.) a e among he mos used in economic e alua ions
and, he e o e, should be included in he be a e sion
o he da abase. A leas one cos ing i em was selec ed
wi hin each cos ing subca ego y. Thus, 27 cos ing i ems
we e included in he EU HCSCD, which esul ed in 1450
cos s when 9 coun ies (England, F ance, Ge many, I aly,
Poland, Po ugal, Slo enia, Spain and Sweden) and all
i em sub ypes we e aken in o accoun [5]. The nex s ep
consis ed o iden i ying o icial cos da abases con aining
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Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
Table 1 S uc u e o he Eu opean Heal hca e and Social Cos Da abase: Ca ego ies, subca ego ies and i ems
Ca ego y Subca ego y De ini ion Cos ing i ems
P ima y (homogenous) esou ces Medicines D ug o o he p epa a ion o he
ea men o p e en ion o disease • A o as a in
• Pa ace amol
• T as uzumab
Medical de ices A icle, ins umen , appa a us o
machine ha is used in he p e en‑
ion, diagnosis o ea men o
illness o disease, o o de ec ing,
measu ing, es o ing, co ec ing o
modi ying he s uc u e o unc‑
ion o he body o some heal h
pu pose [11].
• D ug elu ing s en
• Wea able ca dio e e ‑de ib illa o
Heal h p oduc s/ Disposables I ems designed o single use o
hose ha may be used mo e han
once a e p ope cleaning and s e i‑
lisa ion and/o disin ec ion [12].
• Glucose es s ips
Pe sonnel Labou ime o heal h ca e p o es‑
sionals (e.g., wo ke s employed
in heal h ca e ins i u ions o
p ocesses).
• Gene al p ac i ione
• Nu se
• Specialis
Composi e goods and se ices Ou pa ien isi Visi o a pa ien who is no hospi al‑
ized o e nigh bu who isi s a
hospi al o clinic o diagnosis o
non‑su gical ea men [13]. Home
isi s (medical o nu sing s a
a ending a pa ien a his home)
and Acciden and Eme gency isi s
we e also conside ed.
• Gene al p ac i ione isi
• Specialis isi
• Acciden & Eme gency isi
Hospi aliza ion Admi ance o he hospi al as an
inpa ien [13]. • Day o hospi aliza ion a “no mal”
wa d
• Day o hospi aliza ion a In ensi e
Ca e Uni
Image diagnosis Radiog aphy, sonog aphy, and
o he echnologies used o c ea e
a g aphic depic ion o he body o
diagnosis o he apeu ic pu poses
[13].
• Ul asound scan
• Compu e ized Tomog aphy Scan
Labo a o y es s Se ices p o ided by medical
labo a o ies o he diagnosis o
disease [13].
• C ea inine
• Fe i in
Ambulance se ice Se ice p o ided by a ehicle which
can anspo medical pa ien s o
he ea men si e o back o hei
place o esidence, and in some
ins ances will also p o ide ou ‑o ‑
hospi al medical ca e o he pa ien
du ing he anspo a ion.
• Non‑eme gency pa ien anspo
• In ensi e ca e ambulance
Diagnos ic p ocedu es Type o es used o help diagnose a
disease o condi ion [14]. • Colonoscopy
The apeu ic p ocedu es Medicine o he apy used o cu e
disease o pain by he in ol emen
and in e cession o p oac i e, he a‑
peu ic p ac ice [15].
• Haemodialysis
• Oxygen he apy
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Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
hese i ems and any accompanying publicly a ailable
documen s desc ibing he cos -accoun ing me hodology
used o cons uc hem. These we e ob ained om web-
si es o heal h au ho i ies and heal h minis ies in each
coun y. These sou ces o ma e ial a e lis ed in Supple-
men a y Ma e ial.
Valida ion o da a
The conso ium pa ne s (London School o Econom-
ics, Bocconi Uni e si y o Milan, Ins i u e o Economic
Resea ch o Slo enia, Assis ance Hôpi aux Publique de
Pa is (AP-HP), Ins i u o Supe io Técnico (IST) o Po -
ugal, Den al and Pha maceu ical Bene i s Agency (TLV)
o Sweden, Agency o Heal h Technology Assessemen
and Ta i Sys em (AOTMiT) o Poland and Uni e si y o
Biele eld o Ge many) e i ied his ma e ial and p o ided
e e ences o any addi ional ele an da abases and docu-
men a ion. All documen a ion was ansla ed o English
wi h he assis ance o online ools and conso ium pa -
ne s. An online wo kshop was o ganized a he end o
Oc obe 2019 whe e one conso ium pa ne om each
coun y explained he unc ioning o hei espec i e
na ional da abase and p o ided any commen s on he
cos ing me hodology. Conso ium pa ne s checked and
alida ed he inal selec ion o da a i ems be o e inclusion
in he EU HCSCD.
Annual a e o change ina e age p ice le els in hecoun y
We upda ed alues o 2019 p ices using G oss Domes ic
P oduc (GDP) de la o [17] and Consume P ice Index
(CPI) [18] o each coun y. The WHO-CHOICE guide
o cos -e ec i eness analysis ecommended using GDP
p ice de la o s (wi h he CPI measu e being he nex
bes al e na i e) [19, 20]. GDP de la o o CPI a e used
o upda e p ices and cos s o he cu en yea in he local
cu ency.
Con e sion o local p ice in oeu os
The con e sion is based on a es aken om he Eu o-
pean Cen al Bank webpage [21] and is made as ollows.
The uni p ice o a pa icula medical p ocedu e co e-
sponding o le us say England yea 2014 is in oduced
in he da abase in local cu ency, in his case in B i ish
pound. The con e sion o eu os is made acco ding o he
las con e sion a e in oduced in he da abase o he
same yea , which is he las day o Decembe . In case in
some coun y a cos o a cu en yea needs o be in o-
duced in he EU HCSCD, he con e sion a e o ha
coun y co esponds o 1s Janua y o he same yea . A
he end o he yea , his con e sion a e is upda ed o he
las day o he same yea and all cos s co esponding o
ha yea a e au oma ically upda ed. No e ha local p ice
and p ice in eu o e e o he same yea .
Access anduse o heda abase
The ee-access da abase is a ailable a h ps:// www. easp.
es/ Impac - H a/ de au l [5]. The e a e wo op ions: heal h-
ca e cos and social cos . Click on heal hca e cos and
hen click on ‘Go o he Cos Da abase’. Th ee sea ching
s a egies ha e been de ined: basic sea ch, iew all cos s
and ad anced sea ch. Basic sea ch consis s o sea ch-
ing he yped wo d ac oss he ield ‘I em’. E.g., i a use
ypes ‘gene al p ac i ione ’, he da abase will epo all
he i ems con aining ‘gene al p ac i ione ’. Toge he wi h
he sea ched i em, se en addi ional ields a e displayed:
I em sub ype, Uni o measu emen , Yea , Coun y, P ice
in eu o, P ice in eu o (GDP De la o applied) and P ice
in eu o (CPI applied). All he in o ma ion ega ding a
pa icula cos ing i em is displayed a e clicking on he
bu on ‘ iew’. This has o be done o i em sepa a ely. To
isualize all he in o ma ion o all he i ems ound, he
use s can selec all hese i ems and hen click on ‘expo
cs ’. The sea ch op ion ‘ iew all cos s’ allows use s o isu-
alize all cos s in oduced in o he da abase. The modali y
Table 1 (con inued)
Ca ego y Subca ego y De ini ion Cos ing i ems
Complex p ocesses and in e en‑
ions Inpa ien medical and su gical
p ocesses Requi e pa ien s o s ay he nigh
ollowing he su ge y. • Hea ailu e (ICD10: 50)
• He nia inguinal, emo al, umbilical
(ICD10: K40, K41; K42)
Day case p ocedu es/ Ou pa ien
su ge y Day case e e s o a pa ien o case
ha comes in o hospi al o a su gi‑
cal p ocedu e and is deal wi h and
eleased in he cou se o one day
[16]. Ou pa ien su ge y e e s o
usually mino in asi e in e en ions
pe o med on ambula o y pa ien s
usually in a clinic o consul ing
oom.
• Lapa oscopic cholecys ec omy
• Ca a ac ex i pa ion
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Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
Table 2 Examples o cos ing i ems included in he Eu opean Heal hca e and Social Cos Da abase (EU HCSCD)
Field Desc ip ion Example1 Example2 Example3
Ca ego y P ima y esou ces Composi e goods and se ices Complex p ocesses and in e en ions
Subca ego y Medical de ices Image diagnosis Inpa ien medical and su gical p o‑
cesses
Cos ing i em Wea able ca dio e e ‑de ib illa o Compu e ized omog aphy scan Hea ailu e (ICD10: I50)
I em sub ype P o ides u he desc ip ion o he
cos ing i em. n.a. Scan o he skull and i s con en s,
wi hou con as medium Ve y complex
I em in local language Apa om English, each i em is p o‑
ided in he language o he coun y
he esou ce is aken om.
De ib illa o e Indossabile Scanog aphie du c âne e de son
con enu, sans ijec ion de p edui de
con as e
Hjä s ik & chock
Code Combina ion o le e s and/o num‑
be s each cos ing i em is desc ibed
wi h in he o iginal sou ce.
Z12030503 ACQK001 E47A
Model Value used o ep esen one medical
de ice o a amily o medical de ices
o g oup many a ia ions ha ha e
sha ed cha ac e is ics. This ield
applies o medical de ices and heal h
p oduc s/disposables.
WCD‑4000 n.a. n.a.
B and P op ie a y/comme cial name
occasionally used o assis in he
iden i ica ion o he egula ed medical
de ice and/ o disposables/ eus‑
able. This ield applies o medicines,
medical de ices and heal h p oduc s/
disposables.
Zoll Medical I alia SRL n.a. n.a.
Coun y The coun y he da a o igina ed om. I aly F ance Sweden
Region Sa dinia n.a. Ös e gö land
Type o uni The way he uni s a e deli e ed (e.g.,
box). This ield applied o medicines
and heal h p oduc s/ disposables.
n.a. n.a. n.a.
Numbe o uni s The numbe o i ems deli e ed in he
yea o obse a ion ha a e included
in uni p ice. The pu pose o his ield
is o know how eliable a ce ain alue
–usually an a e age − is.
1 1 1
Uni o measu emen The uni ha can be acqui ed a an
obse able p ice o he uni ha is
used by each heal h ca e cen e/
hospi al.
Wea able ca dio e e ‑de ib illa o
(WCD) P ocedu e P ocess
S eng h The amoun o a d ug in a gi en dos‑
age o m, measu ed as he numbe
o mic og ams pe millili e. This ield
applies only o medicines.
n.a. n.a. n.a.
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Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
Table 2 (con inued)
Field Desc ip ion Example1 Example2 Example3
Yea Re e s o he yea o cos publica ion. 2019 2018 2019
Local p ice The uni p ice o each i em. 3700 25.27 72,198
Local cu ency The cu ency o he uni p ice o he
coun y he i ems e e s o. Eu o Eu o Swedish k ona
P ice in eu os Local p ice con e ed in o eu os. 3700 25.27 6909.35
Yea (GDP de la o ) Yea o he las GDP de la o a ailable.
The GDP de la o is coun y‑speci ic,
bu he las alue a ailable comes
om he same yea .
n.a. 2019 N.a.
Local p ice (GDP de la o applied) Local p ice a e applying he las
coun y‑speci ic GDP de la o a ail‑
able.
3700 25.58 72,198
P ice in eu os (GDP de la o applied) Local p ice (GDP de la o applied)
con e ed in o eu os. 3700 25.58 6909.35
Yea (CPI) Yea o he las CPI a ailable. The CPI
is coun y‑speci ic, bu he las alue
a ailable comes om he same yea .
n.a. 2019 n.a.
Local p ice (CPI applied) Local p ice a e applying he las
coun y‑speci ic CPI a ailable. 3700 25.60 72,198
P ice in eu o (CPI applied) Local p ice (CPI applied) con e ed
in o eu os. 3700 25.60 6909.35
Type o uni alue Type o mone a y alue ha is placed
on each o he esou ces used. Leasing p ice a i Ta i
Type o ins i u ion Type o cen e whe e he pa ien s
we e a ended. Hospi al Ambula o y ca e Hospi al
Sou ce o uni cos da a The ins i u ion ha published he
da a, ha is, he ins i u ion esponsible
o communica ing o publishing he
cos ing in o ma ion.
Sis ema Sani a io Regione Sa degna Secu i é Sociale l’Assu ance Maladie Sydös a sjuk å ds- egionen
Re e ence o uni cos da a A web page whe e he publica ion,
epo o da abase wi h he uni cos is
men ioned.
h ps:// www. aob o zu. i / docum
en i/9_ 204_ 20190 124111 h ps:// www. ameli. / accue il‑ de‑ la‑
ccam/ index. php h ps:// plus. jl. se/ in op age. js ? nodeld=
41089
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Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
Table 2 (con inued)
Field Desc ip ion Example1 Example2 Example3
No es Con ains any explana ions o no es
ele an o he cos ing me hodology,
i a ailable (i.e. wha cos elemen s
a e included in he uni cos , how a e
hese elemen s iden i ied –mic o‑
cos ing o g oss‑cos ing−, how a e
cos elemen s alued – op‑down o
bo om‑up−, e c.
Cos pe 1‑mon h lease. The code
e e s o CND (Classi icazione Nazionale
dei Disposi i i medici).
Consul a ion cos is no included.
Paye ’s pe spec i e. The e a e he
ollowing ex a cha ges: 40€ i he
p ocedu e is pe o med u gen ly on
Sundays and public holidays, 80€ o
paedia ic nigh u gency 12–8 am,
50€ o eme gency excep paedia i‑
cians, + 49% o pa ien s < 5 yea s old,
+ 15.8% o majo ac adiog aphy ca ‑
ied ou by a adiologis , a pulmonolo‑
gis o a heuma ologis .
The a i is based on DRG. Cos ing
me hodology used in iden i ica ion
and alua ion o esou ces: op‑down
mic o‑cos ing. Dep ecia ion o build‑
ing and inancial cos a e included.
Resea ch cos and eaching cos a e
excluded.
GDP G oss Domes ic P oduc , CPI Consume P ice Index
Page 8 o 10
Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
‘ad anced sea ch’ is sui able o hose use s who wan o
sea ch ac oss he pa icula ields o in e es . By clicking
on ‘ad anced sea ch’, all he ields ela ed o a pa icula
cos i em a e displayed.
Main enance o heda abase
Ampli ying he numbe o cos ing i ems and upda ing he
cos s in he u u e yea s a e issues ha need o be dis-
cussed. E en hough all he cos s can be upda ed wi h
GDP de la o o CPI in u u e yea s; his would be u ile
and would quickly make he da abase i ele an . The only
way he da abase will emain ele an is i he cos s a e
subs i u es by hei ac ual alues om he ac ual sou ce
da a each ime hey a e upda ed in he o iginal sou ces.
E en he unding om he Eu opean Union’s Ho izon
2020 esea ch and inno a ion p og am (g an ag eemen
No 779312) expi ed by he end o June 2021, he e is s ill
a need o ha ing such a da abase. The eam membe s a e
cu en ly sea ching o mo e unding in o de o main-
ain he da abase. I unding becomes a ailable, all use s
would p opose amendmen s (e.g., upda es o i ems o
addi ional i ems). Those use s ha apply o i (ideally
a couple o hem om di e en coun ies) will ha e he
powe o submi he da a o he da abase. The p incipal
adminis a o (a pe son om he IMPACT-HTA p ojec
eam) will be in cha ge o e ising hem and making he
upda es pe iodically. All changes will be no i ied o he
use s by email. Those use s wishing o be in he mail lis
can send an email o he P incipal In es iga o P o es-
so Jaime Espín (jaime@ easp. es). Each ime a new i em
is p oposed, subsc ibed use s will ecei e a no i ica ion
on sea ching o ha i em in hei coun y and send i o
he abo e con ac . Once his new i em is in oduced in o
he da abase, he use s will ecei e a no i ica ion. In he
absence o inancing, he au ho s p opose ha a commu-
ni y o olun ee s (use s) h ough a model o open col-
labo a ion main ains he da abase.
This is a Be a e sion, which is being eleased now o
es ing and eedback om he heal h economic commu-
ni y o in o m u he de elopmen and main enance,
he e o e any commen s and sugges ions om use s a e
welcomed. Anyone is ee o use he da a wi hou es ic-
ion, bu a e asked o ci e his a icle.
Discussion
S eng hs andlimi a ions
The EU HSCSD has been cons uc ed wi h he aim o
imp o ing anspa ency, gene alizabili y and ans e -
abili y o economic e alua ions. This esou ce should
help esea che s o ind uni cos da a quickly, cheaply
and accu a ely. I has been de eloped wi h a use - iendly
design and is ela i ely simple o manage and upda e.
Whe e cu en yea da a a e una ailable, i upda es cos s
using CPI and GDP de la o s [19]. Links a e p o ided o
he o iginal sou ces o in o ma ion. The e o e, e en i a
esea che needs da a o some i em ha has no been
in oduced in o he da abase so a , he o she can ind
i in he o iginal sou ce. The EU HCSCD also p o ide
an use ul inpu o s anda dized uni cos empla es o
a mul i-sec o al se ice and esou ce use measu emen
ins umen de eloped as pa o PECUNIA p ojec o
ensu e c oss-coun y compa abili y and ans e abili y
[22].
Uni cos da a ha e se e al limi a ions ha need o be
bo ne in mind when compa ing alues ac oss coun ies
o conside ing which alues a e app op ia e as inpu s o
economic e alua ions. As desc ibed elsewhe e [23, 24],
no all coun ies p o ide o icial uni cos s o all i ems,
and ew coun ies p o ide anspa en documen a ion on
which ypes o esou ces a e included in he o al cos o
how hose alues we e es ima ed.
Many ‘p ima y esou ces’ a e likely o be de ined in a
ai ly s anda d way ac oss coun ies, o example: medi-
cines by name and composi ion, de ices by manu ac u e
and model. Heal hca e p o essionals may be mo e com-
plica ed. Heal h p o essionals o he same g ade may ha e
qui e di e en unc ions, o example, in some coun ies;
a senio doc o has a dedica ed pe cen age o ime o
adminis a ion, a el o esea ch, bu no in o he coun-
ies. In some coun ies, nu ses can ake senio oles ( o
example, he “consul an nu se” in he Uni ed Kingdom),
in o he coun ies hei ole is mo e es ic ed. O he
a ia ion a ises in he uni o measu emen o he sou ce
( o example: cos pe hou , mean cos pe pa ien pe
yea ) o ype o expenses included ( o example: a el o
aining). Sala ies in he heal h se ice may no be “ma -
ke p ices” ( ha is, e lec ing ela i e sca ci y) bu a e
o en de e mined by o he ac o s, such as labou union
nego ia ions, na ional legisla ion, wo ke s’ senio i y, and
so on [25–28].
Rega ding accessibili y o cos da a, cu en da abases
o o icial p ices o medicines we e ound in each coun y,
hough wi h some he e ogenei y in de ini ion. The o icial
“public” p ice is published in England, F ance, Poland,
Po ugal and Sweden. In Ge many, Spain and Slo enia,
he e e ence p ice is published, while in I aly, i is he ex-
ac o y p ice [29]. Cos s o medical de ices, heal h p od-
uc s and disposables we e mo e di icul o ob ain and
he da a a ailable we e a ely up- o-da e. The compa ison
o cos s o medicines, medical de ices and heal h p od-
uc s is hampe ed by he a ie y o b ands and models.
The p ices quo ed o medical de ices and heal h p od-
uc s included leasing p ice, ex- ac o y p ice, public p ice,
pu chase p ice, e e ence p ice and wholesale p ice.
‘Complex p ocesses and in e en ions’ e e s o inpa-
ien and ambula o y su gical p ocedu es. In some
Page 9 o 10
Espíne al. BMC Heal h Se ices Resea ch (2022) 22:405
coun ies, cos s o ambula o y p ocedu es can be ound
in he same da abase as hospi al admissions. Fo example,
in England some ambula o y p ocedu es a e classi ied as
Diagnosis-Rela ed G oups (DRGs) (whe e hey a e called
“day-case admissions”) o , as in Sweden, he e is a close
ela ionship be ween DRG cos s and cos s o ambula-
o y p ocedu es. In some coun ies, a i s a e published
o ambula o y p ocedu es, bu no cos s (Po ugal, I aly,
Spain). In I aly, a i s a e published a na ional and p o-
incial le els, while in Spain, he e a e only p o incial
a i s. In F ance, Ge many, Poland and Slo enia, some
ambula o y p ocedu es ha e DRG cos s, while o he s a e
only a ibu ed a a i .
The me hodology o cos ing DRGs is o en eason-
ably well documen ed, hough he e a e some gaps and
unce ain ies, especially a ound he ea men o o e -
heads [23]. I is usually less clea how he cos s o a -
i s o o he ypes o composi e se ices and complex
in e en ions we e calcula ed and wha esou ces we e
included. Fo example, a labo a o y es is a se ice ha
includes some consumables, along wi h labo a o y ech-
nician ime, adminis a ion, communica ion o esul s o
he pa ien , e c. The a i o a gi en es ( o example, a
c ea ine es ) migh a y depending on whe he i is p o-
ided in a hospi al o in a p ima y ca e clinic. Ano he
example is an ou pa ien consul a ion. The cos o a i
may a y, depending on whe e i akes place, whe he
es s and ea men s a e included o no , and he ype o
p o essional. The cos o an ambulance se ice a end-
ance may di e ac oss coun ies because o he uni o
measu emen (pe jou ney, pe in e en ion, pe kilome-
e, pe pa ien /yea , pe mobile uni /yea , pe hou ), o
he ype o se ice (u ban, in e u ban, anspo o dialy-
sis, and so on). The cos o adiog aphic imaging may
depend on he du a ion, whe he con as was used, he
numbe o a eas, whe he he pa ien accessed di ec ly
o he se ice o was e e ed by his o he p ima y ca e
doc o and so on.
Conclusions
The EU HCSCD is he only public uni heal hca e and
social cos da abase a Eu opean le el. The p ojec eam
a e ac i ely wo king owa ds se ing up a s able conso -
ium esponsible o imp o ing, upda ing and ensu ing
he con inui y o he EU HCSCD. Na ional go e nmen s
o s a is ical agencies should e iew hei cos ing me h-
ods in heal hca e and ensu e ha hey mee bes p ac ice
[30, 31]. We also ecommend he c ea ion o a Eu opean
Union Task Fo ce o pe iodically e ise na ional heal h-
ca e classi ica ion and cos ing me hodologies a EU le el
and wo k owa ds ha moniza ion and s anda diza ion
whe e possible.
Abb e ia ions
EU HCSCD: Eu opean Heal hca e and Social Cos Da abase; EE: Economic
E alua ion; HTA: Heal h Technology Assessmen ; DRGs: Diagnosis‑Rela ed
G oups; GDP: G oss Domes ic P oduc ; CPI: Consume P ice Index.
Supplemen a y In o ma ion
The online e sion con ains supplemen a y ma e ial a ailable a h ps:// doi.
o g/ 10. 1186/ s12913‑ 022‑ 07791‑z.
Addi ional ile1.
Acknowledgemen s
The au ho s a e e y hank ul o Emilia Ramos‑Gale a o so wa e de elop‑
men o he da abase.
Au ho s’ con ibu ions
ZS, LGM, AOL, JR and JE pa icipa ed in he de elopmen o he da abase. ZS
sea ched o uni cos s, uploaded hem in he da abase and w o e he a icle.
ZS and DE analysed me hodology used in es ima ion o uni cos s. All au ho s
c i ically e ised he manusc ip and ga e he inal app o al o he e sion o
be published.
Funding
This s udy has ecei ed unding om he Eu opean Union’s Ho izon 2020
esea ch and inno a ion p og amme unde G an ag eemen no. 779312.
A ailabili y o da a and ma e ials
All da a a e a ailable a h ps:// www. easp. es/ Impac ‑ H a/.
Decla a ions
E hics app o al and consen o pa icipa e
No applicable.
Consen o publica ion
No applicable.
Compe ing in e es s
The au ho s decla e ha hey ha e no con lic o in e es .
Au ho de ails
1 Andalusian School o Public Heal h/Escuela Andaluza de Salud Pública
(EASP), Cues a del Obse a o io 4, 18011 G anada, Spain. 2 CIBER en Epidemi‑
ología y Salud Pública (CIBERESP), Spain/CIBER o Epidemiology and Public
Heal h (CIBERESP), Mad id, Spain. 3 Ins i u o de In es igación Biosani a ia ibs,
G anada, Spain. 4 Uni e si y o G anada, G anada, Spain.
Recei ed: 25 May 2021 Accep ed: 16 Ma ch 2022
Re e ences
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Gene alisabili y in economic e alua ion s udies in heal hca e: a e iew
and case s udies. Heal h Technol Assess (Rock ). 2004. h ps:// doi. o g/ 10.
3310/ h a84 90.
2. D ummond M, Manca A, Sculphe M. Inc easing he gene alizabili y o
economic e alua ions: ecommenda ions o he design, analysis, and
epo ing o s udies. In J Technol Assess Heal h Ca e. 2005;21(2):165–71.
3. Swedish Council on Heal h Technology Assessmen (SBU) / Sweden.
Me hods o heal h economic e alua ions. Eu opean Ne wo k o Heal h
Technology Assessmen . 2015. h ps:// www. eune h a. eu/ wp‑ con e
n / uploa ds/ 2018/ 03/ Me ho ds_ o _ heal h_ econo mic_ e alu a ions. pd .
Accessed 1 Ma 2022.
4. Ga cía‑Mochón L, Ro i a Fo ns J, Espin J. Cos ans e abili y p oblems in
economic e alua ion as a amewo k o an Eu opean heal h ca e and