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TOWARD INCLUSIVE GLOBALIZATION
Views expressed in this presentation are those of the author and should not be attributed to the IMF. This presentation draws on
joint work with Andy Berg, Davide Furceri, Siddharth Kothari, Prakash Loungani and Haris Tsangarides.
Jonathan D. Ostry
International Monetary Fund
Policy Roundtable
Madrid, May 17, 2018
2
THE TRADITION: GROWTH TRUMPS DISTRIBUTION
 Roots of trickle-down in Schumpeter
 “The capitalist achievement does not typically consist in providing more
silk stockings for queens but in bringing them within reach of factory
girls.” (Capitalism, Socialism and Democracy, 1942)
 Echoed by Lucas in his famous quotes
 “Is there some action a government of India could take that would lead
the Indian economy to grow like Indonesia's? If so, what, exactly? The
consequences for human welfare involved in questions like these are
simply staggering: Once one starts to think about them, it is hard to
think about anything else.” (On the Mechanics of Economic Development, JME 1988)
 "Of the tendencies that are harmful to sound economics, the most
seductive, and in my opinion the most poisonous, is to focus on
questions of distribution.” (Minneapolis Fed Annual Report, 2004)
2
MORE REFORM, LESS STATE
3
4
THE MACRO-DISTRIBUTIONAL VIEW
1) Growth and distribution should be analyzed together
 Results on links among growth, inequality and distribution
2) Economic policies pose efficiency-equity tradeoffs
 structural reforms: do they deliver growth? what are equity effects?
 Growth-equity tradeoffs of structural reforms
 globalization: does it work for all?
 Effects of capital account liberalization (“financial globalization”)
 macro stability: how low to go (with debt limits, inflation targets)?
 Effects of fiscal consolidation (“austerity”)
4
5
MAIN FINDINGS
1) Fragile growth and inequality are two sides of the same coin
2) A wide range of policies pose efficiency-equity tradeoffs
 Many structural policies deliver some growth but also raise inequality
 Globalization doesn’t always work for all
 Episodes of capital account liberalization followed by increased
inequality, little benefit to growth, increased volatility
 Austerity can be costly
 Episodes of fiscal consolidation hurt short-run growth & raise inequality
 Paying down debt rapidly can be more costly than living with it
5
6
INEQUALITY DOESN’T FALL FROM THE SKY
6
Determinants of the Gini measure of inequality based on a panel regression (90 countries; 5-year averages over 1970-2015
period) estimated using weighted average least squares. Each bar shows the percentage point increase in the Gini from a 1
standard deviation increase in the variable.
Global trends: ‘Technology’ is share of ICT capital in total capital stock; ‘Trade’ is openness variable from Penn World Tables.
Policies: ‘Capital Account Liberalization’ is measured using the Chinn-Ito Index. ‘Domestic Financial Reform’ is measured as
in Ostry et al (2009). ‘Government Size’ is share of government in GDP; note (-) impact: higher government size reduces
inequality. ‘Currency crisis’ is from Laeven and Valencia; Structural: ‘share of industry’ is manufacturing value added in GDP;
‘Chief Executive’ indicates whether govt. head is a military officer; ‘mortality rate’ (commonly included in inequality
regressions). Source: Ostry, Furceri & Loungani (2016).
0.0
0.1
0.2
0.3
0.4
0.5
0.6
Technology(+)
Trade(+)
CapitalAccount(+)
DomestFinance(+)
GovernmentSize(-)
Currencycrises(+)
ShareofIndustry(-)
ChiefExecutive(+)
Mortalityrate(+)
Global Trends Policies Structural
7
Globalization Rising; Inclusion Falling
Increased inequality makes growth more fragile (Berg & Ostry, 2011; Ostry et al., 2014)
7
1. AEs‐share of countries with rising inequality since 
the 90s (%)
2. EMDEs‐share of countries with rising inequality since 
the 90s (%)
8
Fuelling support for protectionism
Change in the probability of a party with a nativist agenda at government , %
8
Note: estimates based on a panel regression framework relating inequality (social spending, redistribution) with the 
probability of a party with a nativist agenda at government for a sample of 164 countries over the period 1990‐
2012. The effects of inequality (social spending, redistribution) are based on their interquartile differences and 
panel regression coefficients. Social spending=education and health spending as share of GDP; 
Redistribution=difference between market and net Gini. 
-4
-3
-2
-1
0
1
2
3
4
5
6
Inequality Social spending Redistribution
9
RELATIONSHIP OF FINDINGS TO ONGOING DEBATES
 Great concern has been voiced about inequality recently --
impact on social cohesion; political capture by elites, etc.
 Our finding: there is a direct economic cost to inequality -- it leads to
lower and less durable growth
 Retreat from globalization (Brexit, Trump etc.)
 Concerns about distributional effects of trade
 Protests against migrants
 Our finding: the effects of financial globalization should be part of the
discussion -- it contributes as much to inequality as trade; it lowers
workers’ bargaining power and income share
 In fact, financial globalization can make it difficult to mitigate
distributional effects of international trade – it leads to a race to the
bottom in taxation, eroding revenues needed for social benefits
9
10
KEY FINDINGS ON GROWTH AND DISTRIBUTION
 Two approaches
 Panel growth regressions (growth rate over five-year horizons)
 Growth spell duration analysis
 Data on inequality and redistribution
 Recently-complied cross-country dataset (Solt (2009))
 Distinguishes market and net income inequality
 Direct calculation of redistribution
(Gini of market income – Gini of net income)
 Key findings
 Lower net inequality drives faster/more durable growth, for a given level
of redistribution
 Redistribution appears generally benign in its impact on growth
 Only in extreme cases, some evidence of direct negative effects on growth
 The combined direct and indirect effects of redistribution are pro-growth
10
11
BASELINE RESULTS FOR GROWTH:
THE EFFECTS GRAPHICALLY
11
-0.5
-0.4
-0.3
-0.2
-0.1
0.0
0.1
0.2
0.3
0.4
0.5
Gini of Net Income Redistribution (direct) Redistribution (total)
Percentagepointchangeinthegrowthrate
The effect of inequality and redistribution on
growth
(10 percentile increase from median)
• An increase in net Gini from 37
(such as in the United States in
2005) to 40 (such as in Morocco in
2005) decreases growth on average
by 0.5 percentage points, that is,
from 5 percent to 4.5 percent per
year (holding redistribution and initial
income constant)
• An increase in redistribution from
the 50th to the 60th percentile (also
roughly a 3-Gini-point change)
increases the growth rate slightly
(controlling for inequality and initial
income)
• The total effect of a 10-percentile
change in redistribution is to
increase the annual growth rate by
0.5 percentage points
12
BASELINE RESULTS FOR GROWTH SPELLS:
THE EFFECTS GRAPHICALLY
12
-40
-30
-20
-10
0
10
20
30
40
Gini Net Direct Total Direct Total
Changeingrowthspellduration,inpercent
Redistribution at 
top 25%
Redistribution 
at bottom 75%
The effect of inequality and redistribution on growth spell duration
(10 percentile increase in each variable)
• For large
redistributions, the
estimated negative
effect of redistribution
on growth duration is
somewhat larger than
the estimated positive
effect of the resulting
reduction in inequality
• For smaller
redistribution (less than
13 Gini points) the
overall effect is growth-
positive: roughly neutral
direct effects of
redistribution, and a
protective effect of the
resulting reduction in
inequality
13
QUESTIONS
 Do structural reforms give rise to growth-equity
trade-offs i.e. do reforms that aim to boost potential
output also change the distribution of income?
 If reforms increase inequality, what is the total effect
of reforms on growth?
 Higher inequality is bad for growth.
 If reforms increase inequality, then the increase in
inequality can dampen growth
 What is the net effect of reforms on growth after taking
into account the increase in inequality? 13
14
GROWTH AND EQUITY EFFECTS
OF STRUCTURAL REFORMS
14
Each panel plots the long-run effect on the level of income and the level of inequality of moving the reform variable
from the median to the 75th percentile.
15
Financial Globalization Increases inequality
Panel 1. Output (%) Panel 2. Gini (%)
Note: The solid lines indicate the response of output (inequality) to a capital account liberalization episode; dotted lines correspond to 90 percent 
confidence bands. The x‐axis denotes time. t=0 is the year of the reform. 
-2
-1
0
1
2
3
4
-1 0 1 2 3 4 5
0
1
2
3
4
5
6
7
-1 0 1 2 3 4 5
16
CAPITAL SURGES AND FINANCIAL CRISES
16
The panel on the left shows the total number of surges ending in a given year and those that end in a financial crisis. The panel on the
right compares capital flow reversal and growth between surges that end in a crisis and those that do not. The analysis is based on data
for 53 emerging market economies over 1980-2014. Source: Ghosh, Ostry and Qureshi (AER P&P, 2016)
17
Less redistribution, even though needed more
‐2.5
‐2
‐1.5
‐1
‐0.5
0
0.5
0 1 2 3 4 5
17
Note: redistribution = difference between market Gini and net Gini. Vertical axis measure percent change. Estimated
impact on growth following a capital account liberalization episode. Liberalization is measured using the Chinn-Ito
index. Estimates are based on an autoregressive distributed lag model. The horizontal scale is in years after the
episode. See Furceri, Loungani and Ostry (2017) for details.
18
FISCAL CONSOLIDATION: OVERVIEW
 Public debt has been an obsession in some quarters, with a clarion call
to reverse the build-up during the global financial crisis
 to lay a foundation for growth
 to insure against bad shocks in future
 Some countries want to run surpluses to pay down the debt, rather than
let debt ratios decline organically through growth
 But paying back the debt rapidly may be the costlier option (Ostry et al.,
2014)
 Evidence also suggests adverse distributional impacts of fiscal
consolidation
 Hence, given the evidence:
 Better to live with high debt if fiscal space is ample
 Design fiscal consolidation to mitigate distributional impacts
 As in the case of capital account liberalization, use redistribution
18
19
OPTIMAL POLICY IS NOT TO REPAY DEBT!
20
AUSTERITY IS BAD FOR INEQUALITY
 Historically, episodes of fiscal consolidation have
been followed by:
 a sharp-rise in long-term unemployment, which is an
important channel for increases in inequality
 a bigger contraction in wages than in profits
 an increase in the Gini coefficient
20
21
THE BROAD MESSAGE…
o High inequality and low & fragile growth are two sides of the same coin--a dangerous
gamble therefore to 'go for growth' and assume equity will take care of itself
o Fear of using fiscal redistribution is overblown. In fact, on average in the data,
redistribution is a pro-growth policy through the greater equality it engenders. The 'leak'
in Arthur Okun's bucket has not been large in practice
o Evidence on financial globalization
 Costs in terms of increased volatility are high
 Output benefits elusive and shared unevenly
 Other effects: a race to the bottom on taxes? Reduced redistribution?
o Be cognizant of growth-equity tradeoffs in macro & structural policies
 How can we design policies so growth benefits go up AND equity costs go down?
 Use of complementary policies: “trampoline” policies—such as job retraining and assistance with
search—to help workers bounce back from job displacement
 Redistribution: greater reliance on wealth and property taxes, more progressive income
taxation, and better targeting of social benefits
o On macro policies:
 Case for paying down public debt is weak—living with debt is a better policy when fiscal space
ample
21
Jonathan D. Ostry - Fondo Monetario Internacional (FMI).

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Jonathan D. Ostry - Fondo Monetario Internacional (FMI).

  • 1. TOWARD INCLUSIVE GLOBALIZATION Views expressed in this presentation are those of the author and should not be attributed to the IMF. This presentation draws on joint work with Andy Berg, Davide Furceri, Siddharth Kothari, Prakash Loungani and Haris Tsangarides. Jonathan D. Ostry International Monetary Fund Policy Roundtable Madrid, May 17, 2018
  • 2. 2 THE TRADITION: GROWTH TRUMPS DISTRIBUTION  Roots of trickle-down in Schumpeter  “The capitalist achievement does not typically consist in providing more silk stockings for queens but in bringing them within reach of factory girls.” (Capitalism, Socialism and Democracy, 1942)  Echoed by Lucas in his famous quotes  “Is there some action a government of India could take that would lead the Indian economy to grow like Indonesia's? If so, what, exactly? The consequences for human welfare involved in questions like these are simply staggering: Once one starts to think about them, it is hard to think about anything else.” (On the Mechanics of Economic Development, JME 1988)  "Of the tendencies that are harmful to sound economics, the most seductive, and in my opinion the most poisonous, is to focus on questions of distribution.” (Minneapolis Fed Annual Report, 2004) 2
  • 4. 4 THE MACRO-DISTRIBUTIONAL VIEW 1) Growth and distribution should be analyzed together  Results on links among growth, inequality and distribution 2) Economic policies pose efficiency-equity tradeoffs  structural reforms: do they deliver growth? what are equity effects?  Growth-equity tradeoffs of structural reforms  globalization: does it work for all?  Effects of capital account liberalization (“financial globalization”)  macro stability: how low to go (with debt limits, inflation targets)?  Effects of fiscal consolidation (“austerity”) 4
  • 5. 5 MAIN FINDINGS 1) Fragile growth and inequality are two sides of the same coin 2) A wide range of policies pose efficiency-equity tradeoffs  Many structural policies deliver some growth but also raise inequality  Globalization doesn’t always work for all  Episodes of capital account liberalization followed by increased inequality, little benefit to growth, increased volatility  Austerity can be costly  Episodes of fiscal consolidation hurt short-run growth & raise inequality  Paying down debt rapidly can be more costly than living with it 5
  • 6. 6 INEQUALITY DOESN’T FALL FROM THE SKY 6 Determinants of the Gini measure of inequality based on a panel regression (90 countries; 5-year averages over 1970-2015 period) estimated using weighted average least squares. Each bar shows the percentage point increase in the Gini from a 1 standard deviation increase in the variable. Global trends: ‘Technology’ is share of ICT capital in total capital stock; ‘Trade’ is openness variable from Penn World Tables. Policies: ‘Capital Account Liberalization’ is measured using the Chinn-Ito Index. ‘Domestic Financial Reform’ is measured as in Ostry et al (2009). ‘Government Size’ is share of government in GDP; note (-) impact: higher government size reduces inequality. ‘Currency crisis’ is from Laeven and Valencia; Structural: ‘share of industry’ is manufacturing value added in GDP; ‘Chief Executive’ indicates whether govt. head is a military officer; ‘mortality rate’ (commonly included in inequality regressions). Source: Ostry, Furceri & Loungani (2016). 0.0 0.1 0.2 0.3 0.4 0.5 0.6 Technology(+) Trade(+) CapitalAccount(+) DomestFinance(+) GovernmentSize(-) Currencycrises(+) ShareofIndustry(-) ChiefExecutive(+) Mortalityrate(+) Global Trends Policies Structural
  • 7. 7 Globalization Rising; Inclusion Falling Increased inequality makes growth more fragile (Berg & Ostry, 2011; Ostry et al., 2014) 7 1. AEs‐share of countries with rising inequality since  the 90s (%) 2. EMDEs‐share of countries with rising inequality since  the 90s (%)
  • 8. 8 Fuelling support for protectionism Change in the probability of a party with a nativist agenda at government , % 8 Note: estimates based on a panel regression framework relating inequality (social spending, redistribution) with the  probability of a party with a nativist agenda at government for a sample of 164 countries over the period 1990‐ 2012. The effects of inequality (social spending, redistribution) are based on their interquartile differences and  panel regression coefficients. Social spending=education and health spending as share of GDP;  Redistribution=difference between market and net Gini.  -4 -3 -2 -1 0 1 2 3 4 5 6 Inequality Social spending Redistribution
  • 9. 9 RELATIONSHIP OF FINDINGS TO ONGOING DEBATES  Great concern has been voiced about inequality recently -- impact on social cohesion; political capture by elites, etc.  Our finding: there is a direct economic cost to inequality -- it leads to lower and less durable growth  Retreat from globalization (Brexit, Trump etc.)  Concerns about distributional effects of trade  Protests against migrants  Our finding: the effects of financial globalization should be part of the discussion -- it contributes as much to inequality as trade; it lowers workers’ bargaining power and income share  In fact, financial globalization can make it difficult to mitigate distributional effects of international trade – it leads to a race to the bottom in taxation, eroding revenues needed for social benefits 9
  • 10. 10 KEY FINDINGS ON GROWTH AND DISTRIBUTION  Two approaches  Panel growth regressions (growth rate over five-year horizons)  Growth spell duration analysis  Data on inequality and redistribution  Recently-complied cross-country dataset (Solt (2009))  Distinguishes market and net income inequality  Direct calculation of redistribution (Gini of market income – Gini of net income)  Key findings  Lower net inequality drives faster/more durable growth, for a given level of redistribution  Redistribution appears generally benign in its impact on growth  Only in extreme cases, some evidence of direct negative effects on growth  The combined direct and indirect effects of redistribution are pro-growth 10
  • 11. 11 BASELINE RESULTS FOR GROWTH: THE EFFECTS GRAPHICALLY 11 -0.5 -0.4 -0.3 -0.2 -0.1 0.0 0.1 0.2 0.3 0.4 0.5 Gini of Net Income Redistribution (direct) Redistribution (total) Percentagepointchangeinthegrowthrate The effect of inequality and redistribution on growth (10 percentile increase from median) • An increase in net Gini from 37 (such as in the United States in 2005) to 40 (such as in Morocco in 2005) decreases growth on average by 0.5 percentage points, that is, from 5 percent to 4.5 percent per year (holding redistribution and initial income constant) • An increase in redistribution from the 50th to the 60th percentile (also roughly a 3-Gini-point change) increases the growth rate slightly (controlling for inequality and initial income) • The total effect of a 10-percentile change in redistribution is to increase the annual growth rate by 0.5 percentage points
  • 12. 12 BASELINE RESULTS FOR GROWTH SPELLS: THE EFFECTS GRAPHICALLY 12 -40 -30 -20 -10 0 10 20 30 40 Gini Net Direct Total Direct Total Changeingrowthspellduration,inpercent Redistribution at  top 25% Redistribution  at bottom 75% The effect of inequality and redistribution on growth spell duration (10 percentile increase in each variable) • For large redistributions, the estimated negative effect of redistribution on growth duration is somewhat larger than the estimated positive effect of the resulting reduction in inequality • For smaller redistribution (less than 13 Gini points) the overall effect is growth- positive: roughly neutral direct effects of redistribution, and a protective effect of the resulting reduction in inequality
  • 13. 13 QUESTIONS  Do structural reforms give rise to growth-equity trade-offs i.e. do reforms that aim to boost potential output also change the distribution of income?  If reforms increase inequality, what is the total effect of reforms on growth?  Higher inequality is bad for growth.  If reforms increase inequality, then the increase in inequality can dampen growth  What is the net effect of reforms on growth after taking into account the increase in inequality? 13
  • 14. 14 GROWTH AND EQUITY EFFECTS OF STRUCTURAL REFORMS 14 Each panel plots the long-run effect on the level of income and the level of inequality of moving the reform variable from the median to the 75th percentile.
  • 15. 15 Financial Globalization Increases inequality Panel 1. Output (%) Panel 2. Gini (%) Note: The solid lines indicate the response of output (inequality) to a capital account liberalization episode; dotted lines correspond to 90 percent  confidence bands. The x‐axis denotes time. t=0 is the year of the reform.  -2 -1 0 1 2 3 4 -1 0 1 2 3 4 5 0 1 2 3 4 5 6 7 -1 0 1 2 3 4 5
  • 16. 16 CAPITAL SURGES AND FINANCIAL CRISES 16 The panel on the left shows the total number of surges ending in a given year and those that end in a financial crisis. The panel on the right compares capital flow reversal and growth between surges that end in a crisis and those that do not. The analysis is based on data for 53 emerging market economies over 1980-2014. Source: Ghosh, Ostry and Qureshi (AER P&P, 2016)
  • 17. 17 Less redistribution, even though needed more ‐2.5 ‐2 ‐1.5 ‐1 ‐0.5 0 0.5 0 1 2 3 4 5 17 Note: redistribution = difference between market Gini and net Gini. Vertical axis measure percent change. Estimated impact on growth following a capital account liberalization episode. Liberalization is measured using the Chinn-Ito index. Estimates are based on an autoregressive distributed lag model. The horizontal scale is in years after the episode. See Furceri, Loungani and Ostry (2017) for details.
  • 18. 18 FISCAL CONSOLIDATION: OVERVIEW  Public debt has been an obsession in some quarters, with a clarion call to reverse the build-up during the global financial crisis  to lay a foundation for growth  to insure against bad shocks in future  Some countries want to run surpluses to pay down the debt, rather than let debt ratios decline organically through growth  But paying back the debt rapidly may be the costlier option (Ostry et al., 2014)  Evidence also suggests adverse distributional impacts of fiscal consolidation  Hence, given the evidence:  Better to live with high debt if fiscal space is ample  Design fiscal consolidation to mitigate distributional impacts  As in the case of capital account liberalization, use redistribution 18
  • 19. 19 OPTIMAL POLICY IS NOT TO REPAY DEBT!
  • 20. 20 AUSTERITY IS BAD FOR INEQUALITY  Historically, episodes of fiscal consolidation have been followed by:  a sharp-rise in long-term unemployment, which is an important channel for increases in inequality  a bigger contraction in wages than in profits  an increase in the Gini coefficient 20
  • 21. 21 THE BROAD MESSAGE… o High inequality and low & fragile growth are two sides of the same coin--a dangerous gamble therefore to 'go for growth' and assume equity will take care of itself o Fear of using fiscal redistribution is overblown. In fact, on average in the data, redistribution is a pro-growth policy through the greater equality it engenders. The 'leak' in Arthur Okun's bucket has not been large in practice o Evidence on financial globalization  Costs in terms of increased volatility are high  Output benefits elusive and shared unevenly  Other effects: a race to the bottom on taxes? Reduced redistribution? o Be cognizant of growth-equity tradeoffs in macro & structural policies  How can we design policies so growth benefits go up AND equity costs go down?  Use of complementary policies: “trampoline” policies—such as job retraining and assistance with search—to help workers bounce back from job displacement  Redistribution: greater reliance on wealth and property taxes, more progressive income taxation, and better targeting of social benefits o On macro policies:  Case for paying down public debt is weak—living with debt is a better policy when fiscal space ample 21