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KEY
INDICATORS
FOR
ASIA
AND
THE
PACIFIC202354TH
EDITIONAUGUST
2023ASIAN
DEVELOPMENT
BANKKEY
INDICATORS
FOR
ASIA
AND
THE
PACIFIC202354TH
EDITIONASIAN
DEVELOPMENT
BANK?Creative
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Published
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ISSN
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Photos:
All
photos
by
the
Asian
Development
Bank
unless
otherwise
indicated.Cover
design
by
Mike
Cortes.iiiContentsForeword
xi
Acknowledgments
xii
Statistical
Partners
xiv
Guide
for
Usersxx
Fiscal
Year
xxiv
Key
Symbols
xxv
Units
of
Measurement
xxv
Abbreviations
xxvi
HighlightsxxviiiIntroduction
3PART
I:
Sustainable
Development
Goals
Trends
and
TablesPursuing
Sustainable
Development
by
Managing
the
Cost
of
Living
in
Poverty
9
Why
Is
Sustainable
Development
Goal
1
Important
and
How
Is
Developing
Asia
Faring?
11
How
Expensive
Is
It
to
Be
Poor?
17
Assessing
the
Impacts
of
Inflation
on
Poverty
under
Varying
Scenarios
26
Navigating
Other
Development
Challenges
Faced
by
the
Poor
31
Scaling
Up
Solutions
to
Boost
Agricultural
Development32
Implementing
Urban
Development
Strategies
to
Reduce
Poverty
38
Advancing
Innovation
to
Create
New
Opportunities
for
the
Poor
43
References
48
Data
Gaps
and
Other
Data-Related
Issues
102FiguresFigure
1.1: Improvement
in
Living
Conditions
of
Asians
Over
Time
9Figure
1.2:
Pre-Pandemic
Trends
of
Prevalence
of
Poverty
and
the
Poverty
Gap
in
Developing
Asia
13
Figure
1.3: Evolution
of
Thresholds
for
Extreme
Poverty
Measurement
13Figure
1.4:
Prevalence
of
Extreme
Poverty
and
Comparison
of
Economy-Level
Estimates,2011
and
2017
PPP
14Figure
1.5: Prevalence
and
Intensity
of
Multidimensional
Poverty
in
Asia
and
the
Pacific
15Figure
1.6:
Relative
Changes
in
Household
Consumption
or
Income
Per
Capita
and
Proportionof
People
Living
in
Poverty
Based
on
National
Definitions
15Figure
1.7: Income
Groupings
in
Developing
Asia
by
2030
17Figure
1.8:
Comparison
of
Prices
Paid
by
the
General
Population
and
the
Poor
19
Figure
1.9: Share
of
Expenditure
on
Food
to
Total
Consumption
and
Increase
in
Cost
of
a
Healthy
Diet
26Figure
1.10:
Simulated
Increase
in
Poverty
Gap
in
Developing
Asia
under
Varying
Scenariosof
Food
Price
Increases27
Figure
1.11:
Share
of
Expenditure
on
Energy
to
Total
Consumption
28
Figure
1.12:
Inflation
Experienced
by
Low-Income
People
versus
the
General
Population29
Figure
1.13:
Proportion
of
Population
Covered
by
at
Least
One
Social
Protection
Benefit,
2020
30
Figure
1.14:
Interconnected
Impacts
of
Development
Challenges
32
Figure
1.15:
Rural
Population
in
Developing
Asia
and
the
World,
1970–2020
33ivKey
Indicators
for
Asia
and
the
Pacific
2023Figure
1.16:
Proportion
of
Rural
Population
with
Access
to
Safely
Managed
Drinking
Waterand
Sanitation
Services
34
Figure
1.17:
Agriculture
Orientation
Index
in
Selected
Economies
of
Developing
Asia
35
Figure
1.18:
Forest
Cover
by
Subregion
of
Developing
Asia
37
Figure
1.19:
Quality
of
Roads
in
Selected
Economies
of
Developing
Asia
37
Figure
1.20:
Urban
Population
in
Asia
and
the
Pacific,
1970–2050
38
Figure
1.21:
Municipal
Solid
Waste
Collection
in
Select
Areas
of
Asia
and
the
Pacific,
201539
Figure
1.22:
Concentrations
of
Fine
Particulate
Matter
in
Urban
Areas
of
Developing
Asia,
2019
40
Figure
1.23:
Comparison
of
Urban
and
Rural
Populations
of
Asia
and
the
Pacific,
1970–2050
41
Figure
1.24:
Urban
Population
Living
in
Slums,
Informal
Settlements,
or
Inadequate
Housing;World
and
Developing
Asia
42
Figure
1.25:
Proportion
of
Individuals
using
the
Internet
in
Developing
Asia
45
Figure
1.26:
Effect
of
Financial
Access
on
the
Incidence
of
Moderate
Poverty
and
Women’s
Empowerment
46
Figure
1.27:
Proportion
of
Adults
(15
Years
and
Older)
with
an
Account
at
a
Bank
or
Other
FinancialInstitution
or
with
a
Mobile-Money
Service
Provider
by
Subregion
of
Developing
Asia
47TableTable
1.1: Simulated
Distribution
of
Income
within
Economies
of
Developing
Asia
in
2022
29BoxBox
1.1: Examples
of
Poverty
Premium
and
Penalty
19Sustainable
Development
Goals
TablesTable
1.1.1:
Selected
Indicators
for
Sustainable
Development
Goal
1—No
Poverty
57
Table
1.1.2:
Selected
Indicators
for
Sustainable
Development
Goal
1—Social
Protectionand
Official
Development
Assistance
59
Table
1.2.1:
Selected
Indicators
for
Sustainable
Development
Goal
2—Zero
Hunger
61
Table
1.2.2:
Selected
Indicators
for
Sustainable
Development
Goal
2—ImprovedAgricultural
Investment62
Table
1.3.1:
Selected
Indicators
for
Sustainable
Development
Goal
3—Maternal
and
Child
Health63
Table
1.3.2:
Selected
Indicators
for
Sustainable
Development
Goal
3—Incidence
ofCommunicable
Diseases
64Table
1.3.3:
Selected
Indicators
for
Sustainable
Development
Goal
3—Mortality
Rates,Reproductive
Health
65Table
1.3.4:
Selected
Indicators
for
Sustainable
Development
Goal
3—Health
Workforceand
National
and
Global
Health
Risks
67Table
1.4.1:
Selected
Indicators
for
Sustainable
Development
Goal
4—Proficiency
in
Readingand
Mathematics
68
Table
1.4.2:
Selected
Indicators
for
Sustainable
Development
Goal
4—Education
Completion
69
Table
1.4.3:
Selected
Indicators
for
Sustainable
Development
Goal
4—Early
Childhood
Education72
Table
1.4.4:
Selected
Indicators
for
Sustainable
Development
Goal
4—Teacher
Training
and
Supply73
Table
1.5.1:
Selected
Indicators
for
Sustainable
Development
Goal
5—Early
Marriage
and
Womenin
Leadership
74Key
Indicators
for
Asia
and
the
Pacific
2023Table
1.6.1:
Selected
Indicators
for
Sustainable
Development
Goal
6—Clean
Water
and
Sanitation
75
Table
1.7.1:
Selected
Indicators
for
Sustainable
Development
Goal
7—Affordable
and
Clean
Energy
78
Table
1.8.1:
Selected
Indicators
for
Sustainable
Development
Goal
8—Decent
Workand
Economic
Growth
79
Table
1.8.2:
Selected
Indicators
for
Sustainable
Development
Goal
8—Unemployment
80
Table
1.8.3:
Selected
Indicators
for
Sustainable
Development
Goal
8—Youth
Participationin
Education
and
Work,
Child
Labor
83
Table
1.8.4:
Access
to
Banking,
Insurance
and
Financial
Services,
and
Trade
84
Table
1.9.1:
Selected
Indicators
for
Sustainable
Development
Goal
9—Air
Transport,
Passengerand
Freight
Volume86
Table
1.9.2:
Selected
Indicators
for
Sustainable
Development
Goal
9—Growth
in
Manufacturing87
Table
1.9.3:
Selected
Indicators
for
Sustainable
Development
Goal
9—Carbon
Dioxide
Emissions88
Table
1.9.4:
Selected
Indicators
for
Sustainable
Development
Goal
9—Research
and
Development89
Table
1.9.5:
Selected
Indicators
for
Sustainable
Development
Goal
9—Official
InternationalSupport
and
Industry
Value-Added90
Table
1.9.6:
Selected
Indicators
for
Sustainable
Development
Goal
9—Coverage
by
Mobile
Networks
91
Table
1.10.1:
Selected
Indicators
for
Sustainable
Development
Goal
10—Household
Expenditureor
Income
Growth92Table
1.11.1:
Selected
Indicators
for
Sustainable
Development
Goal
11—Sustainable
Citiesand
Environment
93Table
1.12.1:
Selected
Indicators
for
Sustainable
Development
Goal
12—Responsible
Consumptionand
Production94Table
1.13.1:
Selected
Indicators
for
Sustainable
Development
Goal
13—Impact
of
Disasters
and
RiskReduction
Strategies
95
Table
1.14.1:
Selected
Indicators
for
Sustainable
Development
Goal
14—Life
Below
Water96
Table
1.15.1:
Selected
Indicators
for
Sustainable
Development
Goal
15—Protection
of
Ecosystemsand
Biodiversity
97Table
1.16.1:
Selected
Indicators
for
Sustainable
Development
Goal
16—Peace,
Justice,
and
StrongInstitutions
99Table
1.17.1:
Selected
Indicators
for
Sustainable
Development
Goal
17—Financial
Sustainabilityof
Developing
Economies100Table
1.17.2:
Selected
Indicators
for
Sustainable
Development
Goal
17—Statistical
Capacity
Building
101PART
II:
Regional
Trends
and
TablesRegional
Trends
and
Tables
107
Navigating
Inflationary
Pressures
and
Economic
Uncertainties
108
References
120FiguresFigure
2.1: Global
Energy
Prices
and
Inflation
Rates
for
the
World
and
Developing
Asia
111Figure
2.2: Food
and
Food-related
Commodities
Imports
from
the
Russian
Federation
and
Ukraineand
Growth
Rate
of
CPI
of
Food
and
Nonalcoholic
beverages
112Figure
2.3: Consumer
Price
Inflation
by
Group,
2022
114vviKey
Indicators
for
Asia
and
the
Pacific
2023Figure
2.4: Growth
of
Money
Supply,
2020–2022
115Figure
2.5: Number
of
Central
Banks
That
Increased
or
Decreased
Interest
Rates
116Figure
2.6: Developing
Asia’s
Economic
Growth
116Figure
2.7: Percent
increase
in
Local
Currency
Units
per
US$
and
Stock
Market
Price
Index,
2021-2022117Figure
2.8: External
Debt
of
Asia
and
the
Pacific
118Figure
2.9: Nonperforming
Loans
(%
of
Total
Gross
Loans),
2019–2022
119BoxBox
2.1: COVID-19
Stringency
and
Economic
Recovery:
Asia
and
the
Pacific
Experience
109PeopleTable
2.1.1:
Midyear
Population
122
Table
2.1.2:
Migration
and
Urbanization
123
Table
2.1.3:
Proportion
of
Total
Population
by
Age
Bracket,
and
Age
Dependency
Ratio
124
Table
2.1.4:
Labor
Force
Participation
Rates
(%)
126
Table
2.1.5:
Employment
in
Agriculture,
Industry,
and
Services
(%
of
total
employment)
127
Table
2.1.6:
Poverty
and
Inequality
130
Table
2.1.7:
Human
Development
Index
131
Table
2.1.8:
Life
Expectancy
at
Birth
(years)
132
Table
2.1.9:
Births,
Deaths,
and
Fertility
Rates
133
Table
2.1.10:
Adult
(15
Years
and
Older)
Literacy
Rate
(%)
134
Table
2.1.11:
Years
of
Schooling
135
Table
2.1.12:
Education
Resources
137
Table
2.1.13:
Health
Care
Resources
(per
1,000
population)
138
Table
2.1.14:
Adults
Aged
15
Years
and
Older
Living
with
HIV
(‘000)
139Economy
and
OutputTable
2.2.1:
Gross
Domestic
Product
at
Purchasing
Power
Parity
(current
international
dollars,
million)
141
Table
2.2.2:
Gross
Domestic
Product
(current
$
million)
142
Table
2.2.3:
Gross
Domestic
Product
per
Capita
at
Purchasing
Power
Parity(current
international
dollars)
143
Table
2.2.4:
Gross
National
Income
per
Capita,
Atlas
Method
(current
$)
144
Table
2.2.5:
Gross
Domestic
Product
per
Capita
(current
$)
145
Table
2.2.6:
Agriculture,
Industry,
and
Services
Value-Added
(%
of
GDP)
146
Table
2.2.7:
Household
and
Government
Consumption
Expenditure
(%
of
GDP)
147
Table
2.2.8:
Gross
Capital
Formation
and
Changes
in
Inventories
(%
of
GDP)
148
Table
2.2.9:
Exports
and
Imports
of
Goods
and
Services
(%
of
GDP)
149
Table
2.2.10:
Gross
Domestic
Saving
(%
of
GDP)
150
Table
2.2.11:
Growth
Rates
of
Real
Gross
Domestic
Product
(%)
151
Table
2.2.12:
Growth
Rates
of
Real
Gross
Domestic
Product
per
Capita
(%)
152
Table
2.2.13:
Growth
Rates
of
Agriculture
Real
Value-Added
(%)
153
Table
2.2.14:
Growth
Rates
of
Industry
Real
Value-Added
(%)
154
Table
2.2.15:
Growth
Rates
of
Services
Real
Value-Added
(%)
155
Table
2.2.16:
Growth
Rates
of
Real
Household
Final
Consumption
(%)
156Key
Indicators
for
Asia
and
the
Pacific
2023Table
2.2.17:
Growth
Rates
of
Real
Government
Consumption
Expenditure
(%)
157
Table
2.2.18:
Growth
Rates
of
Real
Gross
Capital
Formation
(%)158
Table
2.2.19:
Growth
Rates
of
Real
Exports
of
Goods
and
Services
(%)159
Table
2.2.20:
Growth
Rates
of
Real
Imports
of
Goods
and
Services
(%)160
Table
2.2.21:
Growth
Rates
of
Agriculture
Production
Index
(%)161
Table
2.2.22:
Growth
Rates
of
Manufacturing
Production
Index
(%)
162Money,
Finance,
and
PricesTable
2.3.1:
Growth
Rates
of
Consumer
Price
Index
(%)164
Table
2.3.2:
Growth
Rates
of
Food
and
Nonalcoholic
Beverages
Consumer
Price
Index
(%)165
Table
2.3.3:
Growth
Rates
of
Wholesale
and/or
Producer
Price
Indexes
(%)
166
Table
2.3.4:
Growth
Rates
of
Gross
Domestic
Product
Deflator
(%)167
Table
2.3.5:
Growth
Rates
of
Money
Supply
(%)
168
Table
2.3.6:
Money
Supply
(%
of
GDP)169
Table
2.3.7:
Interest
Rates
on
Savings
and
Time
Deposits
(%
per
annum,
period
averages)170
Table
2.3.8:
Yield
on
Short-Term
Treasury
Bills
and
Lending
Interest
Rates(%
per
annum,
period
averages)171
Table
2.3.9:
Domestic
Credit
Provided
by
Banking
Sector,
and
Bank
Nonperforming
Loans172
Table
2.3.10:
Growth
Rates
of
Stock
Market
Price
Index
(%)
173
Table
2.3.11:
Stock
Market
Capitalization174
Table
2.3.12:
Official
Exchange
Rates
(local
currency
units
per
$,
period
averages)175
Table
2.3.13:
Purchasing
Power
Parity
Conversion
Factor
(local
currency
units
per
$,
period
averages)176
Table
2.3.14:
Price
Level
Indexes
(PPPs
to
official
exchange
rates,
period
averages,
United
States
=
100)
177GlobalizationTable
2.4.1:
Trade
in
Goods
Balance
(%
of
GDP)
179
Table
2.4.2:
Trade
in
Services
Balance
(%
of
GDP)
180
Table
2.4.3:
Current
Account
Balance
(%
of
GDP)
181
Table
2.4.4:
Total
Remittances,
Inflows—Dollar
Amounts
($
million)
182
Table
2.4.5:
Total
Remittances,
Inflows—Proportion
of
Economic
Activity
(%
of
GDP)
183
Table
2.4.6:
Foreign
Direct
Investment,
Net
Inflows—Dollar
Amounts
($
million)
184
Table
2.4.7:
Foreign
Direct
Investment,
Net
Inflows—Proportion
of
Economic
Activity
(%
of
GDP)
185
Table
2.4.8:
Merchandise
Exports
($
million)
186
Table
2.4.9:
Growth
Rates
of
Merchandise
Exports
(%)
187
Table
2.4.10:
Merchandise
Imports
($
million)
188
Table
2.4.11:
Growth
Rates
of
Merchandise
Imports
(%)
189
Table
2.4.12:
Trade
in
Goods
(%
of
GDP)
190
Table
2.4.13:
Direction
of
Trade:
Merchandise
Exports
(%
of
total
merchandise
exports)
191
Table
2.4.14:
Direction
of
Trade:
Merchandise
Imports
(%
of
total
merchandise
imports)
192
Table
2.4.15:
International
Reserves
and
Ratio
to
Imports
193
Table
2.4.16:
Net
Official
Development
Assistance
from
All
Sources
to
Developing
Economies($
million)
194
Table
2.4.17:
Net
Other
Official
Flows
from
All
Sources
to
Developing
Economies
($
million)
195
Table
2.4.18:
Net
Private
Flows
from
All
Sources
to
Developing
Economies
($
million)
196viiviiiKey
Indicators
for
Asia
and
the
Pacific
2023Table
2.4.19:
Aggregate
Net
Resource
Flows
from
All
Sources
to
Developing
Economies
($
million)
197
Table
2.4.20:
Total
External
Debt
of
Developing
Economies—Dollar
Amounts
($
million)
198
Table
2.4.21:
Total
External
Debt
of
Developing
ADB
Member
Economies—Proportion
of
Income(%
of
GNI)
199Table
2.4.22:
Total
External
Debt
of
Developing
ADB
Member
Economies—Proportion
of
Exports(%
of
exports
of
goods,
services,
and
primary
income)
200
Table
2.4.23:
Total
Debt
Service
Paid
by
Developing
ADB
Member
Economies
201
Table
2.4.24:
International
Tourist
Arrivals
(‘000)
202
Table
2.4.25:
International
Tourism
Receipts
($
million)
203Transport
and
CommunicationTable
2.5.1:
Road
Indicators—Total
Network,
Passenger
Kilometers
Travel,
Freight
Kilometers
Travel
205
Table
2.5.2:
Road
Indicators—Registered
Vehicles
206
Table
2.5.3:
Road
Indicators—Safety
207
Table
2.5.4:
Rail
Indicators—Total
Route,
Length
per
Land
Area
208
Table
2.5.5:
Railways—Passengers
Carried
and
Goods
Transported
209
Table
2.5.6:
Air
Transport
210
Table
2.5.7:
Logistics
211
Table
2.5.8:
Access
to
Fixed
Telephones,
Mobile
Phones,
and
Internet—Total
Subscriptions
(‘000)
212
Table
2.5.9:
Access
to
Fixed
Telephones,
Mobile
Phones,
and
Internet—Subscriptions
per
100
People
213Energy
and
ElectricityTable
2.6.1:
Electricity
Production
and
Sources
215
Table
2.6.2:
Electric
Power
Consumption
(kWh
per
capita)
216
Table
2.6.3:
Use
of
Energy
217
Table
2.6.4:
Energy
Production
and
Imports
218
Table
2.6.5:
Retail
Prices
of
Fuel
Energy
($/L)
219EnvironmentTable
2.7.1:
Agriculture
Land
Use
(%
of
total
land
area)
221
Table
2.7.2:
Deforestation
and
Pollution
222
Table
2.7.3:
Freshwater
Resources
224Government
and
GovernanceTable
2.8.1:
Government
Net
Lending/Net
Borrowing
(%
of
GDP)226
Table
2.8.2:
Government
Taxes
(%
of
GDP)227
Table
2.8.3:
Government
Revenue
(%
of
GDP)
228
Table
2.8.4:
Government
Expenditure
(%
of
GDP)
229
Table
2.8.5:
Government
Expenditure
by
Economic
Activity
(%
of
GDP)230
Table
2.8.6:
Corruption
Perceptions
Index231Key
Indicators
for
Asia
and
the
Pacific
2023PART
III:
Dollar
Price
Wedge
between
Nominal
and
Real
Global
Value
Chain
ParticipationIntroduction
235
Nominal
and
Real
MRIOTs235
Methodology
238
World
and
Developing
Asia’s
GVC
Participation239
Economy-Specific
GVC
Participation
242
Conclusion248
References
249FiguresFigure
3.1: Traditional
and
GVC
Trade
on
World
Exports
(in
Trillions
USD),
2007–2022240Figure
3.2: World
GVC
Participation
Rate,
2007–2022
241Figure
3.3: Developing
Asia
GVC
Participation
Rate,
2007–2022242Figure
3.4: GVC
Participation
Rate,
Türkiye,
2007–2022243Figure
3.5: GVC
Participation
Rate,
Singapore,
2007–2022244Figure
3.6: GVC
Participation
Rate,
Kazakhstan,
2007–2022
245Figure
3.7: GVC
Participation
Rate,
People’s
Republic
of
China,
2007–2022246Figure
3.8: GVC
Participation
Rate,
United
States,
2007–2022
247TablesTable
3.1: Simplified
Representation
of
a
Real
Multiregional
Input-Output
Table236Table
3.2: Value
Added
Components
of
an
Economy’s
Gross
Exports
239PART
IV:
Stories
Behind
Data—Using
Price
Data
and
Statistics
to
Track
Socioeconomic
Development
Overview
253
How
are
price
data
used
for
policymaking?
254
The
International
Comparison
Program
(ICP)
259
ICP
Implementation
Experiences
and
Best
Practices
from
the
2017
ICP
in
Asia
and
the
Pacific270
References
279FiguresFigure
4.1: Difference
between
CPI
and
PPI258Figure
4.2: Number
of
Participating
Economies
in
the
ICP
260Figure
4.3: ICP
Through
the
Years
261Figure
4.4: International
Comparison
Program
Governance
Structure263Figure
4.5: Contribution
to
Global
GDP,
Nominal
and
Real
266Figure
4.6: Real
Gross
Domestic
Product:
Total,
Per
Capita,
and
Price
Levels,32
Asia
Pacific
Economies,
2017
268Figure
4.7: Spatial
Cost
of
Living
by
Region
in
Viet
Nam,
2018-2022
268Figure
4.8: Share
of
CPI
Items
in
the
Total
ICP
Items
Priced:
2017
ICP
Asia
PacificParticipating
Economies275ixxKey
Indicators
for
Asia
and
the
Pacific
2023TablesTable
4.1: Policy
Uses
of
Data
on
Consumer
Price
Movements
255Table
4.2: Prices
Surveys
and
Number
of
Items
in
Product
Lists
for
the
2017
ICP
in
the
Asiaand
Pacific
Region
265Table
4.3: Summary
of
Practices
that
Facilitate
CPI-ICP
Integration274BoxBox
4.1: How
is
the
Cost
of
Living
Measured?
255DefinitionsSustainable
Development
Goals
283
Regional
Trends
and
Tables302xiForewordAt
the
halfway
stage
of
implementing
the
2030
Agenda
for
Sustainable
Development,
Asia
and
the
Pacific
is
behind
the
pace
for
achieving
many
of
the
Sustainable
Development
Goals
(SDGs).
In
addition,
the
Russian
invasion
of
Ukraine
in
2022
and
high
inflation
have
dented
hopes
for
a
full
recovery
from
the
coronavirus
disease
(COVID-19)
pandemic.
As
a
result,
millions
of
people
in
developing
Asia
are
at
risk
of
falling
back
into
poverty.The
Key
Indicators
for
Asia
and
the
Pacific
series
provides
comprehensive
social,
economic,
financial,
environmental,
trade,
and
SDG
indicators
for
the
49
regional
members
of
the
Asian
Development
Bank
(ADB).
The
reports
are
a
vital
source
of
socioeconomic
data
and
information
used
by
policymakers,
government
officials,
development
professionals,
researchers,
and
students
in
the
region
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