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Global
Innovation
Index
2023
Innovationin
the
face
of
uncertaintyGlobal
Innovation
Index
2023Innovation
in
the
face
of
uncertainty16th
EditionSoumitra
Dutta,
Bruno
Lanvin,Lorena
Rivera
León
and
Sacha
Wunsch-Vincent
EditorsThis
work
is
licensed
under
Creative
Commons
Attribution
4.0
International.The
user
is
allowed
to
reproduce,
distribute,
adapt,
translate
and
publicly
perform
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publication,
including
for
commercial
purposes,
without
explicit
permission,
provided
that
the
content
is
accompanied
by
an
acknowledgement
that
WIPO
is
the
source
and
that
it
is
clearly
indicated
if
changes
were
made
to
the
original
content.Suggested
citation:
World
Intellectual
Property
Organization
(WIPO)
(2023).
Global
Innovation
Index
2023:
Innovation
in
the
face
of
uncertainty.
Geneva:
WIPO.
DOI:10.34667/tind.48220Adaptation/translation/derivatives
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concerning
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preference
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that
are
not
mentioned.?
WIPO,
2023First
published
2023World
Intellectual
Property
Organization
34,
chemin
des
Colombettes,
P.O.
Box
18
CH-1211
Geneva
20,
Switzerlandwipo.intISBN:
978-92-805-3320-0
(print)
ISBN:
978-92-805-3321-7
(online)
ISSN:
2263-3693
(print)ISSN:
2788-6972
(online)Attribution
4.0
International
(CC
BY
4.0)Cover:
Unsplash
/
Kevin
Turcios,
Deepmind,
Simon
Lee,
Javier
Miranda,
Marek
PiwnickiWIPO
Publication
No.
2000EN/23General
enquiries
relating
to
the
GII,
including
from
students,
academics,
journalists
and
others,
may
be
sent
to
gii@.GII-related
communications
from
Member
States
relating
to
innovation
performance,
the
state
of
their
economy’s
innovation
metrics
or
relatedGII
assistance
requests
should
be
directed
to
the
Assistant
Director
General,
IP
and
Innovation
Ecosystems
Sector,
World
Intellectual
Property
Organization,
34,
chemin
des
Colombettes,
CH-1211
Geneva
20,
Switzerland
(ies@)
and
the
GII
Team
at
WIPO
(gii@).ContentsList
of
figures
and
tables4Index
to
Economy
profiles 5Foreword 6Acknowledgments 8Advisory
Board 10The
GII
Partners 12GII
2023
at
a
glance 17Global
leaders
in
innovation,
2023 18Global
Innovation
Index
2023
rankings 19Innovation
performance
at
different
income
levels,
2023 20Key
takeaways 21Global
Innovation
Tracker 25Global
Innovation
Tracker 26Dashboard 26Science
and
innovation
investment 27Technological
progress 35Technology
adoption 39Socioeconomic
impact 41Conclusion 42GII
2023
results 47Innovation
leaders
in
2023 50Innovation
overperformers 54Converting
innovation
investment
into
tangible
innovation
output 56Innovation
across
the
world’s
regions 61Conclusion 64Cluster
ranking 67The
GII
2023
top
100
science
and
technology
clusters 68GII
2023
Economy
profiles 76Framework
of
the
Global
Innovation
Index
2023 77How
to
read
the
Economy
profiles 78Economy
profiles 80Appendices 212Appendix
I
–
Conceptual
and
measurement
framework
of
the
Global
Innovation
Index 213Appendix
II
–
Joint
Research
Centre
(JRC)
statistical
audit
of
the
2023
Global
Innovation
Index 220Appendix
III
–
Sources
and
definitions 224Appendix
IV
–
Global
Innovation
Index
science
and
technology
cluster
methodology 2463List
of
figures
and
tablesGlobal
leaders
in
innovation,
2023 18Global
Innovation
Index
2023
rankings 19Innovation
performance
at
different
income
levels,
2023 20Global
Innovation
Tracker
Dashboard 26Framework
of
the
Global
Innovation
Index
2023 77Figure
1
GDP
growth
and
total
and
business
R&D
growth
rates,
2007–2024 28Figure
2
R&D
expenditure
and
revenue
totals
of
top
global
corporate
R&D
spenders,by
industry
and
year,
2018–202230Figure
3
Corporate
R&D
expenditure,
selected
top
R&D
spenders
worldwide,annual
R&D
expenditure,
2021
compared
to
202231Figure
4
Number
of
venture
capital
deals
and
deal
value,
2012–2022 34Figure
5
Performance
of
the
most
efficient
supercomputers,
2013–2022 36Figure
6
Share
of
newly-installed
renewable
power
generation
capacity
that
is
cheaperthan
the
cheapest
fossil
fuel-fired
option,
2016–202137Figure
7
Cost
of
sequencing
DNA
of
one
human
genome,
2001–2022
(USD) 38Figure
8
Life
expectancy
and
healthy
life
expectancy,
2000–2019 41Figure
9
Years
of
life
beyond
60 42Figure
10
Key
global
innovation
changers
2023 48Figure
11
Global
innovation
leaders
in
2023 51Figure
12
Innovation
overperformers,
relative
to
their
economic
development 55Figure
13
Innovation
input
to
output
performance,
2023 57Table
1 R&D
and
revenue
growth
rates
for
top
global
corporate
R&D
spenders,2018–202229Table
2 Top
fastest
and
top
most
efficient
(green)
supercomputers,
2022 36Table
3 Top
10
economies
by
income
group
(rank) 53Table
4 Innovation
Overperformers
in
2023:
Income
group,
region
and
years
asan
innovation
overperformer56Table
5 Heatmap:
GII
2023
rankings
overall
and
by
innovation
pillar,
2023 58Table
6 Top
S&T
cluster
by
economy
or
cross-border
region
ranked
among
thetop
100,
202369Table
7 Economies
with
three
or
more
top
100
S&T
clusters,
2023 71Table
8 Top
S&T
clusters
in
extended
ranking,
economies
not
covered
by
thetop
100
S&T
clusters,
202372Table
9 Top
25
S&T
clusters
by
S&T
intensity,
2023 74Map
1 Top
100
clusters
worldwide,
2023 68Map
2 Top
S&T
clusters,
East
Asia,
India,
Türkiye
and
Israel,
2023 70Map
3 European
and
North
American
S&T
clusters
by
intensity,
2023 73Box
Figure
1 Unicorn
valuation
by
level
of
economic
development,
2023 60Box
Table
1 Economies
with
the
most
GII
indicators
ranked
top,
2023 52Appendix
Table
1 Changes
to
the
GII
2023
framework 216Appendix
Table
2 GII
2023
and
Input/Output
Sub-Indices:
rankings
and
90
percentconfidence
intervals222Appendix
Table
3 Top
100
S&T
clusters,
2023 248Appendix
Table
4 Ranking
of
S&T
intensity 250Appendix
Table
5 Summary
of
geocoding
results 2524Index
to
Economy
profilesAlbania
Algeria
Angola
Argentina
Armenia
Australia
Austria
Azerbaijan
Bahrain
Bangladesh
Belarus
Belgium
Benin80
81
82
83
84
85
86
87
88
89
90
91
92Iceland
India
IndonesiaIran
(Islamic
Republic
of)
IrelandIsrael
Italy
Jamaica
Japan
JordanKazakhstan
Kenya
Kuwait131
132
133
134
135
136
137
138
139
140
141
142
143Russian
Federation
RwandaSaudi
Arabia
Senegal
Serbia
Singapore
Slovakia
Slovenia
South
Africa
SpainSri
Lanka
Sweden
Switzerland182
183
184
185
186
187
188
189
190
191
192
193
194Bolivia
(Plurinational
State
of) 93 Kyrgyzstan 144 Tajikistan 195Bosnia
and
Herzegovina 94 Lao
People’s
Democratic
Republic
145 Thailand 196BotswanaBrazilBrunei
Darussalam
BulgariaBurkina
Faso
Burundi
Cabo
Verde
Cambodia
Cameroon
CanadaChile
China
Colombia
Costa
RicaC?te
d’Ivoire
Croatia
Cyprus95
96
97
98
99100
101
102
103
104
105
106
107
108
109
110
111Latvia
Lebanon
Lithuania
Luxembourg
Madagascar
MalaysiaMaliMalta
Mauritania
Mauritius
Mexico
Mongolia
Montenegro
Morocco
Mozambique
Namibia
Nepal146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162TogoTrinidad
and
Tobago
TunisiaTürkiye
Uganda
UkraineUnited
Arab
Emirates
United
KingdomUnited
Republic
of
Tanzania
United
States
of
America
UruguayUzbekistan
Viet
Nam
Zambia
Zimbabwe197
198
199
200
201
202
203
204
205
206
207
208
209
210
211Czech
Republic 112 Netherlands
(Kingdom
of
the) 163DenmarkDominican
Republic
EcuadorEgyptEl
Salvador
Estonia
Ethiopia
Finland
France
Georgia
Germany
Ghana
Greece
Guatemala
Guinea
HondurasHong
Kong,
China
Hungary113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130New
Zealand
Nicaragua
NigerNigeriaNorth
Macedonia
NorwayOman
Pakistan
Panama
Paraguay
Peru
Philippines
Poland
Portugal
QatarRepublic
of
Korea
Republic
of
Moldova
Romania164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
1815ForewordDaren
Tang,
Director
General,World
Intellectual
Property
Organization
(WIPO)Welcome
to
the
16th
edition
of
WIPO’s
Global
Innovation
Index
(GII),
where
we
take
the
pulse
of
global
innovation
and
reveal
the
innovative
performance
of
132
countries,
as
well
as
the
world’s
top
100
science
and
technology
clusters.In
2023,
we
find
the
innovation
environment
mixed,
with
significant
opportunities
and
sizeable
challenges
on
the
horizon.On
the
one
hand,
ground-breaking
technological
progress
continues
unabated.
As
identified
in
last
year’s
GII,
two
promising
innovation
waves
are
making
their
presence
felt
across
economies
and
societies:
a
digital
innovation
wave,
built
on
artificial
intelligence
(AI),
supercomputing
and
automation,
and
a
deep
science
innovation
wave,
based
on
biotechnologies
and
nanotechnologies.Many
of
the
key
indicators
of
technological
progress
are
trending
positively.
Computing
power
continues
to
increase
in
line
with
Moore’s
Law.
Green
supercomputing
is
becoming
more
efficient.
Renewable
energy
is
increasingly
affordable.
And
the
cost
of
genome
sequencing
continues
to
decline.
Spurred
on
by
the
scale
of
the
possibilities
before
us,
top
corporate
R&D
expenditure
exceeded
USD
1
trillion
for
the
first
time
last
year,
with
ICT6 firms
the
primary
drivers.?
Emmanuel
Berrod/WIPO7On
the
other
hand,
anemic
growth
and
high
inflation,
coupled
with
the
lingering
effects
of
the
pandemic,
are
hampering
global
innovation.
After
a
remarkable
boom
in
2021,
innovation
finance
fell
back
dramatically
last
year,
with
the
value
of
venture
capital
(VC)
investments
declining
by
40
percent.
While
it
is
important
to
stress
that,
at
USD
380
billion,
deal
value
in
2022
is
higher
than
at
any
point
over
the
past
decade
(apart
from
the
2021
boom),
the
overall
VC
outlook
remains
uncertain.A
key
challenge
is
converting
the
potential
of
novel
innovation
waves
into
tangible
benefits
that
flow
to
everyone,
everywhere.
Technology
adoption
might
be
growing
–
more
people
have
access
to
the
internet,
safe
sanitation
and
drive
electric
vehicles
than
ever
before
–
but
take-up
is
not
yet
fast
enough.
For
a
second
consecutive
year,
the
GII
finds
that
the
socio-economic
impact
of
innovation
has
stalled.In
this
polarized
innovation
environment,
supporting
countries
at
all
stages
of
development
to
grasp
opportunities
and
strengthen
innovation
ecosystems
continues
to
be
a
key
objective
for
WIPO.
While
it
is
encouraging
that
many
middle-income
and
emerging
economies
are
climbing
the
GII
ranks,
with
21
countries
overperformingon
innovation
relative
to
their
level
of
development
this
year,
it
is
still
too
early
to
determine
whether
the
pandemic
will
have
a
lasting
impact
on
innovation,
especially
in
the
Global
South.What
we
know
for
sure
is
that
the
data,
trends
and
approaches
featured
in
this
year’s
report
shine
new
light
on
global
innovation
performance.
Whether
you
are
from
the
private
or
public
sector,
are
a
policymaker,
diplomat,
researcher,
investor,
innovator
or
creator,
we
hope
that
the
information
contained
in
these
pages
enables
you
to
draw
informed
conclusions
and
acts
as
a
powerful
tool
for
pro-innovation
policymaking
the
world
over.Despite
all
the
uncertainties
we
are
currently
facing,
future
advances
in
AI,
energy,
medicine
and
transport
are
in
sight.
WIPO
will
continue
to
support
all
Member
States
in
their
pursuit
of
innovation-led
growth
to
promote
job
creation,
development
and
opportunities
so
that
new
breakthroughs
and
discoveries
can
reach
everyone
and
work
for
us
all.Global
Innovation
Index
2023AcknowledgmentsThe
Global
Innovation
Index
2023
was
prepared
under
the
general
direction
of
Daren
Tang,
Director
General,
in
WIPO’s
IP
and
Innovation
Ecosystems
Sector
led
by
Marco
Alemán,
Assistant
Director
General,
and
in
the
Department
of
Economics
and
Data
Analytics
led
by
Carsten
Fink,
Chief
Economist.The
report
and
rankings
are
produced
by
a
core
team
managed
by
Sacha
Wunsch-Vincent,
Head
of
Section,
comprising
Vanessa
Behrens,
Project
Manager,
Davide
Bonaglia,
Fellow,Lorena
Rivera
León,
Economist
and
Jeff
Slee,
Data
Scientist,
from
the
WIPO
Composite
Indicator
Research
Section
responsible
for
the
GII,
and
the
following
consultant:
William
Becker,
in
a
personal
capacity.Soumitra
Dutta
(Oxford
University
and
Portulans
Institute),
Bruno
Lanvin
(Institut
Européen
d’Administration
des
Affaires,
INSEAD,
International
Institute
for
Management
Development,
IMD
and
Portulans
Institute),
Lorena
Rivera
León
(WIPO)
and
Sacha
Wunsch-Vincent
(WIPO)
serve
as
co-editors
of
the
GII.The
following
WIPO
colleagues
provided
substantive
inputs
to
the
GII
elaboration
or
dissemination:
Kyle
Bergquist,
Ryan
Lamb,
Bruno
Le
Feuvre
and
Hao
Zhou,
from
the
Statistics
and
Data
Analytics
Division,
as
well
as
colleagues
from
the
External
Relations
Division,
the
Information
and
Digital
Outreach
Division,
the
IP
and
Innovation
Ecosystems
Sector,
the
Language
Division,
the
News
and
Media
Division,
the
Printing
Plant,
the
Regional
and
National
Development
Sector,
the
WIPO
Office
in
New
York,
and
WIPO’s
External
Offices.A
special
thank
you
goes
to
our
partners
at
the
Portulans
Institute,
in
particular,
Rafael
Escalona
Reynoso,
Mariam
Chaduneli
and
Sylvie
Antal
for
their
contributions.
We
also
thankthe
GII’s
Advisory
Board
and
the
GII
Data
Collaborators
for
their
participation,
as
well
as
to
the
Competence
Centre
on
Composite
Indicators
and
Scoreboards
(COIN)
team
from
the
European
Commission’s
Joint
Research
Centre
–
led
my
Michaela
Saisana
–
that
conducted
the
statistical
audit.
Sincere
appreciation
is
extended
to
Giovanni
Anelli
(CERN),
Cristina
Draghici
(ISO)
and
Silvia
Montoya
(UNESCO),
who
participated
as
representatives
of
their
respective
organizations
during
the
GII
Advisory
Board
meeting,
contributing
significantly
to
the
discussions
and
outcomes.
The
report
was
edited
by
Richard
Cook,
Andy
Platts
and
James
Cooke
at
BookNow
Ltd.
The
GII
interactive
data
website
was
developed
by
Pere
Rovira
and
Victor
Pascual
at
OneTandem.We
are
grateful
to
the
following
individuals
and
institutions
for
their
collaboration
with
data
requests,
without
whom
the
Index
would
not
be
what
it
is:BloombergNEF:
Evelina
StoikouBrand
Finance:
Annie
Brown,
Artur
Bryzghalov,
David
Haigh,
Bethany
Johnson,
Thulith
Perera
and
Binuri
RanasingheCB
Insights:
Carson
Armstrong,
Matthew
Rados
and
Aaron
WinklerCentre
for
Science
and
Technology
Studies
(CWTS),
Leiden
University:
Robert
Tijssen
and
Alfredo
YegrosClarivate
Analytics:
Bastien
Blondin
and
Joseph
Brightbilldata.ai:
Donny
Kristianto
and
Lexi
SydowEuropean
Commission
Joint
Research
Centre:
Bego?a
Cabeza
Martínez,
Jaime
Lagüera
González,
Ana
Rita
Neves,
Panagiotis
Ravanos,
Michaela
Saisana,
Oscar
Smallenbroek
and
Carlos
Jorge
Tacao
Moura
from
COIN;
and
Nicola
Grassano,
Hector
Hernández
and
Elisabeth
Nindl8European
Organization
for
Nuclear
Research
(CERN):
Giovanni
Anelli
and
Manuela
CirilliGitHub:
Peter
Cihon,
Mike
Linksvayer
and
Kevin
XuGlobal
Entrepreneurship
Monitor
(GEM):
Niels
Bosma,
Alicia
Coduras
and
Aileen
Ionescu-SomersGrowth
Lab
at
Harvard
University:
Sebastián
Bustos,
Timothy
Paul
Cheston
and
Annie
WhiteInternational
Atomic
Energy
Agency
(IAEA):
Mauro
Carrara,
Gerd
Hinterleitner,
Josephine
Nkhula
and
Egor
TitovichInternational
Energy
Agency
(IEA):
Taylor
Morrison,
Julian
Prime
and
Roberta
QuadrelliInternational
Federation
of
Robotics:
Susanne
Bieller
and
Nina
KutzbachInternational
Labour
Organization
(ILO):
Yves
PerardelInternational
Monetary
Fund
(IMF):
Andrea
Quevedo
and
Kazuko
ShironoInternational
Organization
for
Standardization
(ISO):
Laurent
Charlet
and
Cristina
DraghiciInternational
Telecommunication
Union
(ITU):
Thierry
Geiger,
Esperanza
Magpantay,
Nathan
Menthon,
Martin
Schaaper
and
Daniel
VertesyLUISS
Guido
Carli
University:
Filippo
Bontadini,
Massimiliano
Iommi
and
Cecilia
Jona-LasinioMoody’s
Analytics:
Santhosh
Metri,
Petra
Steiner
and
Ann
Van
NieuwenhoveNational
Institutes
of
Health
(NIH):
Kris
Wetterstrand
Omdia:
David
HancockOrganisation
for
Economic
Co-operation
and
Development
(OECD):
Fernando
Galindo-Rueda,Tue
Halgreen,
Corinne
Heckmann,
Miyako
Ikeda
and
Fabien
VergerPricewaterhouseCoopers
(PwC):
Arshiya
Ghosh
and
Shruti
KumarQS
Quacquarelli
Symonds
Ltd:
Andrew
Macfarlane
and
Samuel
WongRefinitiv,
an
LSEG
businessS&P
Global,
Market
Intelligence:
Mohsen
Bonakdarpour
and
Karen
CampbellSCImago:
Félix
de
Moya
AnegónSiemens:
Maurizio
ContiThe
Conference
Board:
Klaas
de
VriesTrade
Data
Monitor
LLC:
C.
Donald
Brasher
Jr.,
John
Miller,
Maria
Vretenicic
and
Altan
YurdakulTU
Wien:
Karl
RuppUNESCO
Institute
for
Statistics
(UIS):
Talal
El
Hourani,
Sa?d
Ould
Ahmedou
Voffal,
Rohan
Pathirage
and
José
PessoaUnited
Nations
Commodity
Trade
Statistics
DatabaseUnited
Nations
Department
of
Economic
and
Social
Affairs
(UNDESA)United
Nations
Industrial
Development
Organization
(UNIDO):
Fernando
Cantu
Bazaldua
and
Vladimir
LukicUnited
Nations
International
Children’s
Emergency
Fund
(UNICEF):
Tom
SlaymakerWorld
Bank:
Jean-Fran?ois
Arvis
and
Christina
Wiederer;
Hibret
Belete
Maemir,
Filip
Jolevski,
Nona
Karalashvili,
Frédéric
Meunier
and
Jorge
Luis
Rodríguez
Meza;
Hiroko
Maeda
and
Umar
SerajuddinWorld
Economic
Forum:
Roberto
Crotti,
Attilio
Di
Battista,
Philipp
Grosskurth
and
Ricky
LiWorld
Federation
of
Exchanges:
Mihaela
Croitoru
World
Health
Organization
(WHO):
Richard
Johnston
World
Trade
Organization
(WTO):
Shradha
Bhatia,Barbara
D’Andrea
Adrian
and
Florian
Eberth;
Janvier
Usanase
and
Dayong
YuYale
University:
Sebastián
Block
and
Martin
Wolf
ZookNIC
Inc:
Matthew
Zook9Global
Innovation
Index
2023Advisory
BoardSince
2011,
the
Advisory
Board
has
played
a
valued
role
in
advising
on
the
strategic
direction
of
the
Global
Innovation
Index
(GII).
Its
mission
is
to
emphasize
the
critical
role
innovation
plays
in
economic
and
social
development
and
to
assist
in
the
dissemination
of
GII
findingsrelevant
to
each
of
the
world's
economies
and
regions.
Comprising
international
policymakers,
thought-leaders
and
corporate
executives,
Advisory
Board
members
are
selected
from
diverse
geographical
and
institutional
backgrounds
and
serve
in
a
personal
capacity.
We
express
our
appreciation
to
all
Advisory
Board
members
for
their
continued
support
and
collaboration.Advisory
Board
membersClare
AkamanziChief
Executive
Officer,
Rwanda
Development
Board,
RwandaRobert
D.
AtkinsonPresident,
Information
Technology
and
Innovation
Foundation
(ITIF),
United
StatesAudrey
AzoulayDirector-General,
United
Nations
Educational,
Scientific
and
Cultural
Organization
(UNESCO)Doreen
Bogdan-MartinSecretary-General,
International
Telecommunication
Union
(ITU)Amy
L.
BurkeProgram
Director,
Science,
Technology,
and
Innovation
Analysis,
National
Center
for
Science
and
Engineering
Statistics
(NCSES),
National
Science
Foundation
(NSF),
United
StatesMaría
Fernanda
GarzaChair,
International
Chamber
of
Commerce
(ICC),
MexicoFabiola
GianottiDirector-General,
European
Organization
for
Nuclear
Research
(CERN)John
KaoChair,
Institute
for
Large
Scale
Innovation,
and
former
Harvard
Business
School
Professor,
United
StatesVictor
Zhixiang
LiangSenior
Vice
President,
Baidu,
ChinaRaghunath
Anant
MashelkarPresident,
Global
Research
Alliance;
National
Research
Professor,
National
Chemical
Laboratory;
former
Director-General,
Council
of
Scientific
&
Industrial
Research
(CSIR),
and
former
Chair,
National
Innovation
Foundation,
IndiaPhilippe
Kuhutama
MawokoProfessor,
Université
du
Kwango,
Democratic
Republic
of
the
Congo,
and
former
Executive
Secretary,
African
Observatory
for
Science,
Technology
and
Innovation
(AOSTI),
African
Union
Commission10Ken
MooreChief
Innovation
Officer,
MastercardSergio
MujicaSecretary-General,
International
Organization
for
Standardization
(ISO)Monika
SchnitzerMember,
German
Council
of
Economic
Experts,
and
Professor,
Ludwig-Maximilians-University
(LMU)
Munich,
GermanyHeizo
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