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Ricardo Hausmann Professor, Harvard University

Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

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Page 1: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Ricardo HausmannProfessor, Harvard University

Page 2: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Middle Income Countries:Is there such a thing as best practice development strategy?

Ricardo HausmannCenter for International DevelopmentHarvard University

Page 3: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Mixed growth performance of middle income countries 1985-2005

AGOALB

ARE

ARGAUSAUT

BDI

BEL

BENBFA

BGD

BGRBHR

BLZ

BOL BRA

BW A

CAF

CANCHE

CHL

CHN

CIV CMRCOG

COL

COM

CPV CRIDEUDNK

DOM

DZAECU

EGYESP

EST

ETHFINFJI FRA

GAB

GBR

GEO

GHA

GMB

GNB

GRCGTMGUY

HKG

HND

HTI

HUN

IDNIND

IRL

IRNISLISRITAJAM

JOR

JPN

KEN KIR

KOR

KWTLAO LKA

LSO

LUX

LVA

MAC

MAR

MDA

MDG

MEXMLI

MLT

MNG

MOZ

MRT

MUS

MWI

MYS

NAM

NER

NGA

NIC

NLDNORNPLNZL

PAKPAN

PERPHL

PNG

PRT

PRY ROMRWA

SAU

SDN

SEN

SGP

SLBSLE

SLVSUR

SVK SWESWZ SYCSYR

TCD

TGO

THA

TJK

TONTTOTUNTURUGA

URY USAVCT

VEN

VNM

VUT

WSM

ZAF

ZAR

ZMB

ZWE

-.05

0.0

5.1

6 7 8 9 10 11LYPPPK

G20YPCLCU Fitted valuesZERO

GDP per capita PPP in 2005

Gro

wth

in 1

985-

2005

Page 4: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

…some are catching up, many are not 1985-2005

ALB

ARE

ARGAUSAUTBEL

BGR

BHR

BLZ

BRA

BWA

CAN

CHE

CHL

CHN

COL

CPV CRIDEUDNK

DOM

DZA

ESPEST

FINFJI FRA

GAB

GBRGRC

GTM

HKG

HUN

IRL

IRNISLISRITA

JOR

JPN

KIR

KOR

KWT

LKA

LUX

LVA

MAC

MARMEX

MLT

MUSMYS

NAM

NLDNOR

NZLPANPER

PHL

PRT

PRY ROM SAU

SGP

SLVSUR

SVK SWESWZ SYC

THA

TON

TTOTUNTURURY USA

VCT

VEN

WSM

ZAF

-.02

0.0

2.0

4.0

6.0

8

8 9 10 11LYPPPK

G20YPCLCU Fitted valuesZERO

GDP per capita PPP in 2005

Gro

wth

in 1

985-

2005

Page 5: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

…although the more recent performance is encouraging 2000-2005

AREARG

AUS

AUTBEL

BGR

BHR

BLR

BLZ

BRA

BWA

CAN

CHE

CHL

CHN

COLCPV

CRI

CZE

DEUDNK

DOM

DZA

ESP

EST

FINFJI

FRA

FSMGAB

GBR

GRCHKG

HRVHUN

IRLIRN

ISL

ISRITA

JOR

JPN

KAZ

KORKW T

LBN

LTU

LUX

LVA

MAC

MEXMKD

MLT

MUSMYS

NAM

NLD

NOR

NZLPANPER

POL

PRT

ROM RUS

SAUSGP

SURSVK

SVN

SW E

THA

TON

TTO

TUNTUR

UKR

URY

USAVCT

VEN

WSM

ZAF

0.0

5.1

8.5 9 9.5 10 10.5 11LYPPPK

G5YPCLCU ZERO

GDP per capita PPP in 2005

Gro

wth

in 2

000-

2005

Page 6: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

How can a country grow faster than the rest?

Faster steady-state growth is an oxymoronIf a country grows faster than the world, its exports will be growing faster than world imports

Which will tend to depress their export priceIts imports will be growing faster than world exports

Which will increase the import priceSo its terms of trade will move against it, causing growth to slow down

Page 7: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Take, for example the case of China, Korea and India

Korea

China

India8090

100

110

120

130

Net

bar

ter t

erm

s of

trad

e (2

000

= 10

0)'(W

DI)

2007

1990 1995 2000 2005year

Page 8: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

So how do some countries sustain growth?

Because countries shift out of what they currently produce

Page 9: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Development is not about more of the same

Page 10: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Rich countries produce rich-country goods…

Page 11: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Implications

Countries do not seem to become rich by producing more of the same

They change what they produceSophistication = how rich are the countries with which you are competingIf they are poorer, does it mean that you are “wrongly” specialized and will pay for it?…or does it instead make it easier for them to grow?

Page 12: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Initial export sophistication “causes” future growth

e( g

row

thgd

p | X

,lexp

y199

2 ) +

b*le

xpy1

992

lexpy1992

Residuals Linear prediction

8.10487 9.83871

.31443

.429625

MDG

PRY

BGD

JAMECU

BOL LCA

LKA

COL

HTI

PER

KEN

IDN

BLZ

CHL

DZASAU

OMNTUR

TTO

IND

GRC

ROM

THA

CYP

CHN

HRV

PRTMYS

BRA

HUN

AUS

MEX

ESP

KOR

NZL

SGP

NLD

CANUSADNKSWE

DEU

IRL

FIN ISL

CHE

Page 13: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Quality improvements and convergence

Do countries systematically upgrade within the same products?Based on Hwang (2007)

Page 14: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Traditional neo-classical growth theory predicts that poor countries should grow faster (convergence)

Page 15: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

The standard correction

This is called the failure of unconditional convergenceArgument: if you condition on a country’s other characteristics

Education, institutions, infrastructure, etc. …then you get conditional convergence …at a speed of about 1.5 to 2 percent per year

Page 16: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Within product distance to the quality frontier

Using a large dataset of exports (6000 products), Hwang calculates the average distance to the quality frontier in each of the products a country exportsDistance to the quality frontier is based on the price at which countries are able to sell their products

The lower the observed price, the lower the implied unobserved quality

He calculates a weighted national average

Page 17: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

There is unconditional convergence given the within-product quality distance to the frontier (Hwang 2006)

Page 18: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

The evolution of within-product quality (Hwang 2006)

Quality in any particular product converges to the frontier at a rate of 5-6% per yearThis happens unconditionallyCountries that are further away from the quality frontier grow fasterWhen a country enters a new product, it tends to enter at a lower qualityTherefore, the development of new products creates more room for within-product quality upgrading, and subsequently faster growthJumping between products seems to be the difficult part

Page 19: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Unit Value Gaps, 2000Different regions and countries exhibit very different unit value gaps

150%

170%

190%

210%

230%

250%

270%

290%

UR

Y

TUR

BRA

HU

N

ARG

RO

M

CH

L

CH

N

MEX

POL

MYS CZE

AFR

LAC

SAS

MN

A

ECA

EAP

Page 20: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt
Page 21: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Fast!!

Page 22: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Risky, difficult

Page 23: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Arrive at lowerbranches

Page 24: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

How close are the next products from the current areas of specialization?

In a series of papers Hausmann and Klinger looked at the product space and measured the distance between any pair of productsWith physicist Albert-Laszlo Barabasi and Cesar Hidalgo they have mapped the “product space”

Page 25: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

How to visualize the product space?

First connect each tree to its nearest neighbor

Page 26: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Step 1: Maximum Spanning Tree

Page 27: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Step 2: Overlay Strong Links

0.4 >

0.4 – 0.55

0.55 – 0.65

0.65 <

Page 28: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Nodes sized according to PRODY, darker links are stronger (red is strongest)

Step 3: Insert Products

Page 29: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Average Paths vs. GDP per capita (logs), 2000

ALB

ARG

ARM

AUS

AUT

AZE

BDI

BEN

BFA

BGDBLRBOL

BRA

CAF

CAN

CHL

CHN

CIV

CMR

COL

CZEDEU

DNK

DOM

DZA

ECU

EGY

ESP

ETH

FIN

GBR

GEO

GHA

GIN

GRC

GTM

HKG

HND

HRV

HTI

HUNIDN

IND

IRL

IRN

ISR

ITA

JAM

JPN

KAZKEN

KGZ

KOR

LBNLKA

LTU

LVAMARMDA

MDG

MEX

MLI

MOZ

MWI

MYS

NERNGA

NIC

NLD

NOR

NPL

NZL

PAKPER

PHL

PNG

POL

PRT

PRY

ROM

RUS

RWA

SAUSDN

SEN

SGP

SLE

SLV

SVK SWE

SYR

TGO

THA

TJK

TKM

TUR

TZA

UGA

UKR

URY

USA

VEN

ZAF

ZMB

ZWE

01

23

4ln

avgp

aths

6 7 8 9 10 11lngdppcppp

How close are the nearby products?

Page 30: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

SAUGAB

IRN

DZAGMB

WSMTTOISL

RW A

UGA

NGA

NIC

ECU

FJI

CMRBDICAF

SLV

VEN

GUY

SLE

PRY

BOLPNG

TGO

BFAGHA

SYR

EGY

MUS

NOR

BLZ

AUSMWIBEN

CRI

CIV

NZL

CYP

CANGTM

MDG

KNA

HND

JOR

CHL

MLT

ZAF

HKG

SENPANARG

JAMCOLMEX

MYS

GRCISR

SDN

USAFIN

DOM

PER

SGP

MNGNER

DNK

URYALBNLDJPNSWE

MLI

LKA

AUT

PRTBGD

GBR

IDN

HTI

ITA

IRL

MARETH

BRAKEN

ESPNPL

PHLHUN

KOR

TUR

BGR

THA

PAK

MOZ

IND

CHN-.0

4-.0

20

.02

.04

.06

e( G

R85

_04

| X )

-2 -1 0 1 2e( OPEN_FOREST85 | X )

coef = .00986907, se = .00193109, t = 5.11

The better connected grow faster: initial connectedness and growth 1985-2005

Page 31: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Implications

Countries face very different opportunities for sustained growthSpace for quality improvement within existing productsEase to move to new productsThis calls for very different strategies

Page 32: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Let it be

It ain’t broke

Ample space to movein all directions

Stairway to heaven

Parsimonious industrial policy

Help jump short distances to other products

Bridge over troubled waters

Strategic bets

Little space to improve quality and few nearby trees

Hey Jude: make it better

Competitiveness policyImprove the quality of what

already exists

Space to improve quality

Eas

e to

jum

p to

new

pro

duct

s: o

pen

fore

st

Low High

Low

High

Page 33: Ricardo Hausmann - World Banksiteresources.worldbank.org/EXTMIDINCCOUN/Resources/hausmannsli… · ricardo hausmann center for ... egy esp est eth fin ... lux lva mac mar mex mlt

Let it be

It ain’t broke

Ample space to movein all directions

Stairway to heaven

Parsimonious industrial policy

Help jump short distances to other products

Bridge over troubled waters

Strategic betsEl Salvador, Algeria,

ParaguayLittle space to improve quality

and few nearby trees

Hey Jude: make it better

Competitiveness policyImprove the quality of what

already exists

Space to improve quality

Eas

e to

jum

p to

new

pro

duct

s: o

pen

fore

st

Low High

Low

HighChina, Korea, PolandArgentina, Colombia, South Africa