Russia’s Technology Imports
from East Asia*
Heli Simola
Bank of Finland Institute for Emerging Economies (BOFIT)
heli.simola@bof.fi
Aino Röyskö
Aalto University and Bank of Finland Institute for Emerging Economies (BOFIT)
ainoroysko@gmail.com
Abstract
Russia’s invasion in Ukraine has led to substantial restrictions on exports to Russia, which some East
Asian economies have joined. We review the importance of East Asian economies as providers of tech-
nology imports for Russia and present a preliminary analysis on the development of Russian imports
from East Asia after the invasion. We find that East Asian economies have been important suppliers of
technology goods for Russia. After February 2022, exports of most East Asian countries to Russia have
dropped substantially. Chinese exports to Russia have increased, especially in the category of vehicles.
1. Introduction
Russia’s illegal annexation of Crimea in 2014 and subsequent invasion of Ukraine in Febru-
ary 2022 have led to substantial restrictions on exports to Russia. Many of the restrictions,
imposed by the EU, the United States, the UK, and their allies, relate to technology exports.
Exports to Russia are also limited by sanctions concerning Russia’s financial and trans-
port sectors. In addition, over a thousand international companies have ceased business
operations in Russia. Some East Asian economies—Japan, Korea, Taiwan, and Singapore—
participate to some extent in the Western sanctions regime. In particular, these countries
have restricted specific technology exports to Russia. In contrast, China and ASEAN mem-
ber countries, with the exception of Singapore, have not imposed economic sanctions
on Russia.
* This is a revised version of the paper presented in the Asian Economic Panel meeting in Helsinki
25–26 June 2022. The authors are grateful for the two discussants, Kensuke Yamaguchi and Chia
Wai Man, as well as all the other participants of the meeting for insightful comments. Comments
provided to the earlier version of the paper that was published as a BOFIT Policy Brief by the
editor-in-chief Mikko Mäkinen are also highly appreciated.
Asian Economic Papers 22:1
© 2023 by the Asian Economic Panel and the Massachusetts Institute of
Technology
https://doi.org/10.1162/asep_a_00858
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
In this paper we examine Russian technology imports from East Asian countries.1 We focus
on technology goods as these are subject to restrictions by most developed countries. The
technology sector is also one where Russia imports a substantial amount of both inputs
and final goods. We first review the importance of East Asian economies as providers of
technology imports for Russia. Then we present a preliminary analysis on the development
of Russian imports from East Asia after Russia’s invasion of Ukraine.
We find that East Asian economies have been important suppliers of technology goods
for Russia in various product categories. China has been an important source of consumer
electronics, Japan a leading supplier of passenger cars and car parts, Korea for shipping in-
dustry products, Taiwan in products using semiconductors, and ASEAN countries for elec-
trical equipment. After Russia’s invasion in Ukraine, exports of most East Asian countries
to Russia have dropped substantially. In contrast, Chinese exports to Russia have grown.
Growth is partially related to technology goods, particularly vehicles.
The paper is structured as follows. Section 2 presents a general overview of Russian im-
ports from East Asia. Section 3 gives an overview of the economic restrictions imposed
on Russia as a consequence of Russia’s invasion in Ukraine. Section 4 presents the pre-
liminary analysis on the developments of East Asian exports to Russia after the invasion.
Section 5 concludes.
2. Russia’s imports from East Asia
At the aggregate level, Russia is not highly dependent on imports. Relative to GDP, Rus-
sian imports have remained relatively stable at around 20 percent throughout the past two
decades both in terms of US dollars and constant rubles. The share of imported inputs in
Russia’s total use of intermediate inputs was 12 percent in 2018. Russia’s medium- and
high-technology branches, such as computer and electronic equipment, motor vehicles and
other transport equipment, and machine-building, are much more dependent on imports.
In these branches, the share of imported inputs ranged from 26 percent to 35 percent in
2018 (Simola 2022a).
2.1 Aggregate level imports
Overall, the EU has been Russia’s biggest source of imports (Korhonen and Simola 2022).
However, in the past years, the share of East Asia increased substantially in imports led by
China.2 The share of East Asian economies in Russia’s total goods imports was 34 percent
1 For brevity, “East Asia” refers here to China, Hong Kong, Taiwan, Japan, South Korea, and the ten
ASEAN member countries.
2 Trade patterns between Russia and East Asian economies in the longer term are analyzed in more
detail by Rasoulinezhad et al. (2020).
2
Asian Economic Papers
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
Figure 1. The share of East Asian economies in Russia’s total imports and certain technology prod-
uct categories in 2019, %
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Source: UN Comtrade.
in 2019, with China accounting for the vast majority of Russia’s imports from East Asia.
Other largest import partners are Japan, South Korea, and Vietnam.
Technology products such as machinery, equipment, and related parts form a substantial
part of the goods that Russia imports from East Asia. East Asian countries are also impor-
tant suppliers of technology products for Russia. They accounted for about 40 percent of
Russian imports of machinery and vehicles, nearly 60 percent of ships and boats, and a
whopping 67 percent of imported electrical equipment in 2019 (Figure 1).
China is by far the largest import partner for Russia in most technology product categories,
reflecting its huge size and role as a global manufacturing hub. South Korea is the largest
import provider of ships and boats, while Japan leads in imports of vehicles and related
parts. Among ASEAN countries there is variation across product groups. Vietnam is a sub-
stantial import source of electrical equipment (e.g., equipment related to mobile phones),
Malaysia for certain medical appliances, Thailand for vehicles and machinery, and Indone-
sia for ships and boats.
2.2 Technology imports from East Asian economies
China is Russia’s most important trading partner for electrical equipment and machinery.
As seen in Table 1, almost all of Russia’s imports are sourced from China in categories such
3
Asian Economic Papers
Russia’s Technology Imports from East Asia
Table 1. Importance of East Asian economies for Russian imports in 2019
Total imports, value
(US$ million) and share (%) Selected largest import products by share, import value (US$ million) and
share in Russian imports (%)
China
54,142 (21%)
LED lamps
Japan
8,961 (4%)
Wheeled bulldozers
242 (98%)
Laptops
1891 (95%)
Outboard motors for
marine propulsion
15 (78%)
65 (75%)
Air conditioning
machines
344 (92%)
Passenger vehicles
(spark ignition
engine > 3000 cc)
538 (42%)
Korea
8,002 (3%)
Machines for the
Tanker ships for
Bodies for passenger
manufacture of flat
panel displays
transport or storage
of liquids and gases
17 (93%)
543 (81%)
vehicles
870 (42%)
Taiwan
2,204 (1%)
Solid-state storage devices
Electronic integrated
ASEAN
10,356 (4%)
Source: UN Comtrade.
(e.g., USB sticks)
83 (32%)
circuits
123 (31%)
Other instruments
designed for
telecommunications
13 (64%, Malaysia)
Processors and
controllers
(electronic integrated
circuits)
389 (60%, Malaysia)
Sewing machines
(household use)
11 (26%)
Radio navigational aid
apparatus
140 (55%, Singapore)
as LED lamps, computers, and household electronics. In terms of value, laptops, comput-
ers, and telephones each accounted for over US$ 1 billion in 2019. A significant amount of the products with a high ratio of imports are consumer goods, which differentiates China from the other East Asian economies, some of which tend to exhibit a higher ratio in capital goods. Russia’s imports from Japan are concentrated in certain product categories, with 45 per- cent of total imports from Japan consisting of vehicles and vehicle parts. The share of Japan compared to other import sources is also significant. In 2019 Japan was the source of 26 per- cent of Russia’s total imports of motor vehicles for passenger transportation and accounted for over 20 percent of imports of certain vehicle parts, namely, vehicle bodies and motors. Additionally, Japan is an important import source for Russia in machinery and mechani- cal appliances, mainly bulldozers and angledozers, cranes, printing machinery, as well as motors and engines for marine vessels and cars. Like Japan, a high share of technology imports from South Korea are concentrated in the categories of machinery and mechanical appliances and vehicle parts. South Korea is an especially large import source of tanker ships, including LNG carriers and oil tankers (Table 1). Import figures in these subcategories can vary wildly from year to year given the scale of orders. In 2019, 81 percent of the value of Russia’s tanker ship imports came from South Korea. While South Korea accounts for a smaller of share of Russia’s passenger vehicle imports than Japan, it is an important import source of vehicle parts. South Korea provides almost half of Russia’s imports of bodies for passenger vehicles and a significant 4 Asian Economic Papers l D o w n o a d e d f r o m h t t p : / / d i r e c t . m i t . / e d u a s e p a r t i c e – p d / l f / / / / / 2 2 1 1 2 0 7 8 8 4 1 a s e p _ a _ 0 0 8 5 8 p d . f b y g u e s t t o n 0 7 S e p e m b e r 2 0 2 3 Russia’s Technology Imports from East Asia share of seat belts, bumpers, steering wheels, gearboxes, suspension systems, and other vehicle parts. Taiwan’s specialization in semiconductor technology and chip manufacturing can also be seen in Russia’s imports. The products with highest import values are computer parts and devices utilizing semiconductor technology, including solid-state storage devices and different types of electronic integrated circuits. Other important items include tools and machines for metalwork, certain motor vehicle parts, and lathes. The composition of Russia’s imports from ASEAN countries in technology products differs from that of Japan or South Korea. The product with the highest yearly import value is telephones. Russia imported over US$ 1 billion worth of phones from Vietnam in 2019,
accounting for 18 percent of Russia’s total imports in telephones.
Electronic integrated circuits and a wide variety of small electrical machines and appara-
tus from ASEAN countries account for a substantial share of Russia’s imports in certain
subcategories (Table 1). Vietnam is especially important in imports of small electrical ma-
chines, that is, printing and copying machines and vacuum cleaners, while most electronic
integrated circuits are sourced from Malaysia. Thailand is a key source of diesel-powered
trucks for goods transport.
3. Economic sanctions imposed on Russia due to the war
In response to the war that Russia initiated in Ukraine, the EU, the United States, and many
other countries have imposed extensive economic sanctions on Russia. The main purpose
of the sanctions is to restrict Russia’s financial and technological capabilities for warfare.
In general, the sanctions are highly coordinated among the EU, the United States, and the
UK, although there are some differences in details. Many other countries have joined the
sanctions at least partially and have committed to preventing their circumvention. Besides
sanctions, hundreds of international companies have decided to cease business relations
with Russia (Simola 2022d).
The most important sanctions from the aggregate economy viewpoint restrict Russia’s
international financial and trade flows. Financial sector sanctions include restrictions
on providing finance for Russian entities, excluding the largest Russian banks from
the SWIFT international payments system, and freezing a large part of Russia’s foreign
currency reserves.
Trade restrictions apply to both imports from and exports to Russia. Restrictions have been
extended gradually to include new products. The current sanction regime displays varia-
tion across countries concerning import restrictions both in timing and coverage. The main
5
Asian Economic Papers
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
restrictions on imports from Russia concern crude oil, oil products, coal, gold, certain steel
products, and wood. Restrictions on exports to Russia are focused on (but not limited to)
technology products to erode Russia’s military capabilities and industrial base. Restrictions
focus on product categories of machinery and mechanical appliances, electrical machinery,
and optical instruments. Export restrictions are in general coordinated among imposing
countries, but they are not completely identical (Simola 2022c). Russia’s international trade
flows are also hampered by restrictions on transport flows to and from Russia.
From East Asian economies, Japan, Korea, Taiwan, and Singapore have imposed economic
sanctions on Russia. Japan’s measures include restrictions on providing finance to Rus-
sian entities and on certain imports and exports from Russia. Japanese export restrictions
apply, for example, to “cutting-edge goods,” goods strengthening the Russian industrial
base (e.g., trucks and bulldozers), and luxury goods. Korea has imposed certain financial
restrictions on Russia and export controls on strategic exports (e.g., microelectronics and
telecommunication items) to Russia and Belarus. Taiwan stated immediately after Russia’s
invasion that it will join the international sanctions imposed on Russia and comply with
semiconductor export controls. Singapore has imposed restrictions on finances and exports
of strategic goods to Russia (e.g., electronics, computers, and telecommunication). Other
East Asian countries have not joined the international sanctions coalition (Bown 2022).
In addition to sanctions, over 1,000 international companies have ceased business opera-
tions in Russia due to the war. This has also severely complicated production possibilities
of Russian companies, particularly in medium- and high-technology sectors. According to
analysis by the Kiev School of Economics (2022), the companies that have left or are plan-
ning to leave Russian markets are mainly European and U.S. companies. More than half of
companies from the United States, UK, and Nordic countries have already exited or have
decided to leave the Russian market. The corresponding share among Japanese companies
was about 30 percent, Korean companies 20 percent, and Chinese companies 10 percent.
The role of East Asian countries can be important in the current situation. They have been
important technology providers for Russia and could potentially provide substitutes at
least for some imports that Russia is now unable to obtain from other countries due to
sanctions or self-sanctioning of foreign companies. There are many studies that illustrate
how the costs of sanctions can be much higher with more countries joining the sanctions
coalition (Benzell and Lagarda 2017; Langot et al. 2022; Mahlstein et al. 2022; Simola 2022b;
Wanner et al. 2022).
4. East Asian technology exports to Russia after the invasion of Ukraine
Russian Customs has suspended publication of foreign trade statistics, so recent data on
Russian imports are not available. Our analysis relies on export statistics of the East Asian
6
Asian Economic Papers
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
Figure 2. Change in the value of goods exports to Russia in 2022*
Source: Macrobond.
Note:*Jan–Sep for Indonesia and the Philippines; Jan–Oct for Hong Kong, Japan, Korea, Malaysia, and Thailand; Jan–Nov for China, Taiwan,
and Vietnam. Sanctioning economies in black.
economies. The availability of export data for 2022 is also limited, particularly in a more
detailed level. Therefore we first review the overall development of exports to Russia for
a larger set of East Asian economies and then focus in more detail on technology exports
from a smaller set of countries.
In general, goods exports of most East Asian economies to Russia have substantially con-
tracted after Russia’s invasion in Ukraine. The trend is similar compared to most other
countries. This applies both to countries that have imposed restrictions on exports to Rus-
sia, but also to most countries that have not joined the sanctions against Russia (Borin et al.
2022; Simola 2022c). For most East Asian economies, the value of goods exports has de-
clined by 40–60 percent year-on-year (y/y) in 2022 (Figure 2). This suggests that these
economies have not provided Russia with substitutes for imports from other countries,
at least in substantial amounts. The key exception is China. The value of Chinese goods
exports to Russia rose by 14 percent y/y in January–November 2022.
Next we take a closer look at technology exports. We focus on the categories of machinery
and mechanical appliances (HS 84), electrical machinery and appliances (HS 85), and opti-
cal etc. equipment (HS 90). The majority of the goods that are under export restrictions by
the sanctioning countries fall under these categories. Nevertheless, the export restrictions
only apply to a small fraction of product lines included in these aggregate categories, so
most of the goods in these categories are not under any sanctions. We include also vehicles
7
Asian Economic Papers
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
Figure 3. Change in the value of exports of technology product categories to Russia in 2022*
Source: Macrobond, UN Comtrade.
Note: *Jan–Nov for China; Jan–Oct for Korea; Jan–Aug for the other economies.
(HS 87), even though the majority of products in this category are not sanctioned, but most
foreign car manufacturers have nevertheless left Russian markets.
Aircraft (HS 88) and ships (HS 89) are excluded from this analysis. Their exports are heav-
ily restricted by the sanctioning countries, but these exports are very volatile even in nor-
mal times. Moreover, the data suggest that in the most recent years these categories have
accounted for a much smaller share in the exports of East Asian countries than the other
technology product categories.
The overall trends of East Asian technology exports to Russia are similar to the aggregate
export trends. In general, exports of technology products have substantially declined, but
there is much variation between country–product category pairs (Figure 3). The main ex-
ception again is China. Chinese exports of vehicles have grown 28 percent y/y and exports
of machinery and mechanical appliances 17 percent y/y in January–November 2022. In
particular, the share of vehicles has increased in Chinese exports to Russia (Simola 2022d).
According to media reports, Chinese car manufacturers are indeed the only foreign ones
still present in the Russian markets.
5. Concluding remarks
Our analysis shows that East Asian economies have been important suppliers of vari-
ous technology goods for Russia. After Russia’s invasion of Ukraine, some East Asian
8
Asian Economic Papers
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
economies joined the economic sanctions imposed on Russia by the coalition led by the
United States and EU. Many studies show that the costs of sanctions can be much higher
with a larger coalition imposing them.
The sanctions included many restrictions on exports of technology products to Russia to
erode the production capacity of Russia’s military industry and limit Russia’s possibili-
ties for warfare. In addition, many international companies have decided to suspend their
operations in Russia. This has also caused problems for medium- and high-technology in-
dustries in Russia.
East Asian economies could potentially provide Russia with substitutes for imports from
other countries. Our analysis shows, however, that exports of most East Asian economies
to Russia have contracted substantially after Russia’s invasion of Ukraine both at the ag-
gregate level and, more specifically, for technology products. China is a key exception, as
Chinese exports to Russia have increased. This applies particularly to products in the cat-
egory of vehicles. The majority of goods in this category are not under any sanctions, but
most foreign car manufacturers have suspended their operations in Russia. Chinese manu-
facturers are apparently filling this gap.
References
Benzell, Seth, and Guillermo Lagarda. 2017. Can Russia Survive Economic Sanctions? Asian Economic
Papers 16(3):78–120. 10.1162/asep_a_00552.
Borin, Alessandro, Francesco Paolo Conteduca, and Michele Mancini. 2022. The Real-Time Impact
of the War on Russian Imports: A Synthetic Control Method Approach. ZBW – Leibniz Information
Centre for Economics, Kiel, Hamburg. Available at https://www.econstor.eu/bitstream/10419/
266330/1/synth_Russia.pdf.
Bown, Chad. 2022. Russia’s War on Ukraine: A Sanctions Timeline. Peterson Institute for Interna-
tional Economics, 13 December. Available at https://www.piie.com/blogs/realtime-economics/
russias-war-ukraine-sanctions-timeline.
Kiev School of Economics. 2022. Leave Russia Project, 11 December. Available https://leave-russia
.org/bi-analytics.
Korhonen, Iikka, and Heli Simola. 2022. How Important are Russia’s External Economic Links? Asian
Economic Papers 21(2):1–13. 10.1162/asep_a_00848.
Langot, Francois, Franck Malherbet, Riccardo Norbiato, and Fabien Tripler. 2022. Strength in Unity:
The Economic Cost of Trade Restrictions on Russia. VoxEU column, April 2022. Available https://
cepr.org/voxeu/columns/strength-unity-economic-cost-trade-restrictions-russia.
Mahlstein, Kornel, Christine McDaniel, Simon Schropp, and Marinos Tsigas. 2022. Estimating the
Economic Effects of Sanctions on Russia: An Allied Trade Embargo. Robert Schuman Centre Working
Paper No. 2022/36.
Rasoulinezhad, Ehsan, Farhad Taghizadeh-Hesary, and Naoyuki Yoshino. 2020. Assessment of the
Trade Integration Pattern Between the Russian Federation and East/Southeast Asian Economies
Using the Panel Gravity Framework. Asian Economic Papers 19(1):1–14. 10.1162/asep_a_00745.
9
Asian Economic Papers
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
Russia’s Technology Imports from East Asia
Simola, Heli. 2022a. Made in Russia? Assessing Russia’s Potential for Import Substitution. BOFIT
Policy Brief No. 3/2022.
Simola, Heli. 2022b. Trade Sanctions and Russian Production. BOFIT Policy Brief No. 4/2022.
Simola, Heli. 2022c. Russian Foreign Trade After Four Months of War in Ukraine. BOFIT Policy Brief
No. 5/2022.
Simola, Heli. 2022d. Can Russia Reorient its Trade and Financial Flows? BOFIT Policy Brief No.
7/2022.
Wanner, J., J. Hinz, K. Kamin, and S. Chowdhry. 2022. Sanctions Coalitions: Stronger Together.
VoxEU.org, 30 October. Available at https://cepr.org/voxeu/columns/sanctions-coalitions-stronger
-together.
l
D
o
w
n
o
a
d
e
d
f
r
o
m
h
t
t
p
:
/
/
d
i
r
e
c
t
.
m
i
t
.
/
e
d
u
a
s
e
p
a
r
t
i
c
e
–
p
d
/
l
f
/
/
/
/
/
2
2
1
1
2
0
7
8
8
4
1
a
s
e
p
_
a
_
0
0
8
5
8
p
d
.
f
b
y
g
u
e
s
t
t
o
n
0
7
S
e
p
e
m
b
e
r
2
0
2
3
10
Asian Economic Papers
Download pdf