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Mariapaola Testa| @mpaolatesta
Instituto Mexicano para la Competitividad A.C.
A BIGGER MELTING POT:MIGRATION, COMPETITIVENESS AND GROWTHIN NORTH-AMERICA (AND BEYOND)
Manuel J. Molano| @mjmolano
CONTENTSA BIGGER MELTING POT
3
The politics of migration in the US
Economic effects of anti-migration policies
And the real question is…
Our general equilibrium model
5
2
1
4 GEM simulation results
THE POLITICS OF MIGRATIONIN THE US
www.donaldjtrump.com,
INTERNATIONAL MIGRATION IS A HOT TOPICFOR SOME POLITICIANS IN THE UNITED STATES
Make Mexico Pay For The Wall
Triple the number of ICE officers
Nationwide e-verify
Mandatory return of all criminal aliens
Detention—not catch-and-release
Defund sanctuary cities
Enhanced penalties for overstaying a
visa
End birthright citizenship
Put American Workers First
Increase prevailing wage for H-1Bs
Requirement to hire American
workers firstEnd welfare abuse
Refugee program for American
children
Immigration moderation
Cooperate with local gang task forces
2004 2006 2008 2010 2012 2014 2016
0
20
40
60
80
100
THE PUBLIC IS LESS INTERESTED…GOOGLE SEARCHES FOR ‘IMMIGRATION’ IN THE US(100=APR 2006)
https://www.google.com/trends/explore#q=Immigration&geo=US&cmpt=q&tz=Etc%2FGMT%2B6
ARE BETTER PREDICTORS OF PRESIDENTIAL ELECTIONS IN THE USTHAN POPULARITY
ENDORSEMENTS
fivethirtyeight.com
ECONOMIC EFFECTS OF
ANTI-MIGRATION
POLICIES
MIGRATION IS A COMPLEX PHENOMENONREGRESSION ANALYSIS
Explains net migration Does not explain net migration*
IMCO analysis with World Bank Data (2010-2014).
Population Density
Gross net income (Atlas)
Variable in the country of origin…
Gross net income per capita
Significant direction of change
Purchasing Power Parity
Gross net income (USD)
Country surface
GDP growth
GDP per capita growth
Adjusted National Savings
Weak
* P-Values significantly different to zero
COMPETITIVENESSTHE MEXICAN DEFINITION
A country is competitive if it
consistently attracts and retains
investment and talent
Migration is costly and it is likely that the poorest are not able to
cover the costs associated with migration.*
COUNTRIES COMPETITIVENESS EXPLAIN MIGRATION FLOWS BETWEEN THEM
IMCO Analysis with World Bank Data* OECD (2009), The Future of international migration to OECD countries, OECD, page 156
200 400 600 800 1000 1200
5
10
15
20
25
Purchasing Power Parity
Em
igra
tion
toO
EC
D
countr
ies
of
people
with
tert
iary
education
THE LOWER THE PURCHASING POWER PARITY, THE LARGER EXPULSION OF EDUCATED PEOPLE
IN FACT, EXPULSOR COUNTRIES RELINQUISHTHEIR DEMOGRAPHIC DIVIDEND IN FAVOR OF RECEIVER COUNTRIES
WolframAlpha Data
Mexico
0- 4
5- 9
10- 14
15- 19
20- 24
25- 29
30- 34
35- 39
40- 44
45- 49
50- 54
55- 59
60- 64
65- 69
70- 74
75- 79
80- 84
85- 89
90- 94
95- 99
100+
024681012 0 2 4 6 8 10 12
0- 4
5- 9
10- 14
15- 19
20- 24
25- 29
30- 34
35- 39
40- 44
45- 49
50- 54
55- 59
60- 64
65- 69
70- 74
75- 79
80- 84
85- 89
90- 94
95- 99
100+
0100020003000400050006000 0 1000 2000 3000 4000 5000 6000
US
0- 4
5- 9
10- 14
15- 19
20- 24
25- 29
30- 34
35- 39
40- 44
45- 49
50- 54
55- 59
60- 64
65- 69
70- 74
75- 79
80- 84
85- 89
90- 94
95- 99
100+
0100020003000400050006000 0 1000 2000 3000 4000 5000 6000
Japan
The US population pyramid would look more like Japan’s
if not for international migration
MORE CONSUMERS AND WORKERSMAKE ECONOMIES BIGGER
E2E1
POPULATION SHOCKS WILL REDUCE GDPEVEN IF MORE OF THE DEPORTED ARE CONSUMERS
E2 E3
WORKERS FOLLOW PRODUCTIVITYINTEGRATED SOCIETIES CREATE SYNERGIES
E2 E3+E4
>
OUR GENERALEQUILIBRIUM
MODEL
Determine price and quantity of
goods for which the economy is
at equilibrium.
Macro Regions
Primary Factors Production of goods and services
Agent Choice:
Consumption and Savings
Public and Private Agents
GEMS SIMULATE HOW ECONOMIES WORK
– GTAP7 Database• 113 regions
• 57 sectors
• 5 primary factors
– Simplified Economy• 3 Macro Regions: USA, Mexico, Rest of the World
• 5 Sectors: Services, Finance, Manufacturing, Agriculture, Infrastructure & Natural Resources
• 4 Primary Factors: Skilled and Unskilled Labor, Land, Capital
– Trade allowed across regions
GTAP IN GAMSBASE MODEL
NO MIGRATION
In the original model labor isnot mobile.
1. Factors of Production
The labor force can be native-born or foreign-born.
2. Income
Foreign-born labor sends remittances home.
3. Database
World Bank, PEW Research Center and Migration Policy Institute data.
MODEL AND DATABASE EXTENSIONTO ACCOMODATE FOR LABOR MOBILITY
GEM SIMULATIONRESULTS
1. Policy 1: Reduction in the supply of unskilled
foreign-born labor in the U.S.
2. Policy 2: Deportation of 1M illegal immigrants
per year in a 10 year period from the U.S.
3. Policy 3: Training of 0.1% of the unskilled
foreign-born population in the U.S. every year
(16K people the first year).
SHOCKS TO THE MODEL TO SIMULATE SOME OF THE PROPOSALS
SHOCK PROPAGATION IN THE ECONOMYPOLICY 1: REDUCTION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
Reduction in the supply
of unskilled foreign born workers
Salaries
Unskilled
Native Workers
Salaries
Skilled
Native Workers
Demand
Unskilled
Native WorkersDemand
Skilled
Native Workers
Demand
Unskilled
Native Workers
Prices
Domestic
Demand Output
Source: IMCO, with GTAPinGAMS model
-20% Unskilled foreign born workers
Finance -1.6%
Services-0.7%
Industrial Production-4.9%
Agriculture -2.3% Construction
-2.6%
SHOCK EFFECTS ON OUTPUT AND NATIVE LABORPOLICY 1: REDUCTION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
Source: IMCO, with GTAPinGAMS model
0.3%
-0.1%
0.03%
Skilled Unskilled Total
-0.8%
0.9%
-0.3%
SkilledWages
UnskilledWages
PrivateIncome
Native Employment Native Income
OUTPUT LOSS NATIVE LABOR
-20% Unskilled foreign born workers
SHOCK EFFECTS ON GDP AND WELFAREPOLICY 1: REDUCTION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
Source: IMCO, with GTAPinGAMS model
GDP WELFARE
-1.3%
1.9%
USA MEX
-0.05%
0.10%
USA MEX
A reduction in the supply of unskilled foreign-born workers
Source: IMCO, with GTAPinGAMS model
TAKE HOMEPOLICY 1: REDUCTION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
small positive effects on U.S. native employment
that are not compensated by
large negative effects on U.S. prices, GDP, and welfare.
produces
1. Policy 1: Variation in the supply of foreign-born
labor in the U.S.
2. Policy 2: Deportation of 1M illegal immigrants
per year in a 10 year period from the U.S.
3. Policy 3: Training of 0.1% of the unskilled
foreign-born population in the U.S. every year
(16K people the first year).
SHOCKS TO THE MODEL TO SIMULATE SOME OF THE PROPOSALS
Deporting illegal immigrants produces:
• Minimal native job creation (0.1%).
• Total job loss (-6.78%).
EFFECT ON NATIVE LABOR MARKET
POLICY 2: DEPORTATION OF 1M ILLEGAL IMMIGRANTS PER YEAR
0.93
0.95
0.97
0.99
1.01
1.03
1.05
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Rea
l In
com
e (
20
15
=1
)
U.S. Native Real Income
Skilled Unskilled Private Household
0.97
0.98
0.99
1.00
1.01
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Emp
loym
en
t (2
01
5=
1)
U.S. Native Employment
Skilled Unskilled Total
• An increase in real wages of unskilled labor (+1.6%).
• A decrease in real wages of skilled labor (-1.8%).
• An increase in private household income (+2.9%).
Deporting illegal immigrants has:
• A negative impact on U.S. GDP (-4%).
• A positive impact on Mexican GDP (+6%).
EFFECT ON REAL GDP
POLICY 2: DEPORTATION OF 1M ILLEGAL IMMIGRANTS PER YEAR
0.85
0.90
0.95
1.00
1.05
1.10
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
GD
P (
20
15
=1)
US MEX
Deporting illegal immigrants produces:
• A negative impact on U.S. welfare (-1%).
• A positive impact on Mexican welfare (+6%).
EFFECT ON WELFARE
POLICY 2: DEPORTATION OF 1M ILLEGAL IMMIGRANTS PER YEAR
0.85
0.90
0.95
1.00
1.05
1.10
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
We
lfar
e (
20
15
=1)
US MEX
Deporting 1M illegal immigrants per year in a ten-year period
Source: IMCO, with GTAPinGAMS model
TAKE HOMEPOLICY 2: DEPORTATION OF 1M ILLEGAL IMMIGRANTS PER YEAR
a small positive effect on U.S. native labor
and negative effects on U.S. GDP and welfare.
produces
1. Policy 1: Variation in the supply of foreign-born
labor in the U.S.
2. Policy 2: Deportation of 1M illegal immigrants
per year in a 10 year period from the U.S.
3. Policy 3: Training of 0.1% of the unskilled
foreign-born population in the U.S. every year
(16K people the first year).
SHOCKS TO THE MODEL TO SIMULATE SOME OF THE PROPOSALS
EFFECT ON NATIVE LABOR MARKET
POLICY 3: FORMATION OF 0.1% OF UNSKILLED FOREIGN-BORN
LABOR FORCE PER YEAR
0.995
0.997
0.999
1.001
1.003
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Rea
l Wag
es
(20
15
=1
)
U.S. Native Real Wages
Skilled Unskilled Private Household
0.995
0.996
0.997
0.998
0.999
1.000
1.001
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
Emp
loym
en
t (2
01
5=
1)
U.S. Native Employment
Skilled Unskilled Total
Investing in human-capital formation of unskilled migrants produces:
• Minimal job reduction (-0.10%).
• An increase in real wages of unskilled labor (+0.10%).
• A decrease in real wages of skilled labor (-0.11%).
• A decrease in private household income (-0.01%).
The policy has a positive impact on both economies:
• U.S. GDP increases by 0.1% in the 10-year period.
• Mexican GDP increases by 4.4% in the 10-year period.
EFFECT ON REAL GDP
POLICY 3: FORMATION OF 0.1% OF UNSKILLED FOREIGN-BORN
LABOR FORCE PER YEAR
0.85
0.90
0.95
1.00
1.05
1.10
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
GD
P (
20
15
=1)
US MEX
EFFECT ON WELFARE
POLICY 3: FORMATION OF 0.1% OF UNSKILLED FOREIGN-BORN
LABOR FORCE PER YEAR
The policy has a positive impact on both economies:
• U.S. welfare increases by 0.1% in the 10-year period.
• Mexican welfare increases by 6.3% in the 10-year period.
0.85
0.90
0.95
1.00
1.05
1.10
2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025
We
lfar
e(2
01
5=1
)
US MEX
Investing in unskilled foreign-born human-capital formation
Source: IMCO, with GTAPinGAMS model
TAKE HOMEPOLICY 3: FORMATION OF 0.1% OF UNSKILLED FOREIGN-BORN LABOR FORCE PER
YEAR
small negative effects on U.S. native employment
that are compensated by
positive effects on U.S. GDP and welfare.
produces
AND THE REALQUESTION IS…
THE QUESTIONS AND THE ANSWERSTO THE MIGRATION POLICY CONUNDRUMS
YES.
Is migration good?
DEFINITELY.
Policies to stop migrationwill hurt the economy?
POLICY PRESCRIPTIONSTO THE MIGRATION POLICY CONUNDRUMS
Assimilation
Human capital formation
MARIAPAOLA TESTAVISITING RESEARCHER
MANUEL J. MOLANODEPUTY DIRECTOR
A 20% reduction in the supply of unskilled foreign born workers produces:
• 3% increase in the wages of unskilled native workers
• 1.5% increase in the wages of skilled native workers
• 0.1% reduction in unskilled native workers employed
• 0.3% increase in skilled native workers employed
-0.3%
-0.2%
-0.1%
0.0%
0.1%
0.2%
0.3%
-20% -10% 0% 10% 20%
Per
cen
tage
Var
iati
on
Percent variation in unskilled foreign born workers
Native Employment
skilled unskilled
-3.0%
-2.0%
-1.0%
0.0%
1.0%
2.0%
3.0%
4.0%
-20% -10% 0% 10% 20%
Perc
enta
ge V
aria
tio
n
Percent variation in unskilled foreign born workers
Native Wages
skilled unskilled
Source: IMCO, with GTAPinGAMS model
EFFECT ON NATIVE WAGES AND EMPLOYMENTPOLICY 1: VARIATION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
A reduction in the supply of unskilled foreign born workers leads to
an increase in CPI higher than 2%.
-2.0%
-1.5%
-1.0%
-0.5%
0.0%
0.5%
1.0%
1.5%
2.0%
2.5%
-20% -10% 0% 10% 20%
Perc
en
tage
Var
iati
on
in C
PI
Percentage variation in unskilled foreign born workers
SHOCK EFFECTS ON PRICESPOLICY 1: VARIATION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
A 20% reduction in the supply of unskilled foreign born workers produces:
• 1% Increase in the purchasing power of unskilled native workers.
• -1% reduction in the purchasing power of skilled native workers.
• Negligible effect in the purchasing power of private households.
-1.0%
-0.8%
-0.6%
-0.4%
-0.2%
0.0%
0.2%
0.4%
0.6%
0.8%
1.0%
-20% -10% 0% 10% 20%
Perc
en
tage
Var
iati
on
in P
urc
has
ing
Po
wer
Percentage variation in unskilled foreign born workers
Unskilled Native Worker Skilled Native Worker
Native Private Household
SHOCK EFFECTS ON NATIVE PURCHASING POWERPOLICY 1: VARIATION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
THE US CURRENTLY HAS 11 M ILLEGAL IMMIGRANTS
WHAT IF THEY GET DEPORTED OVER THE NEXT 10 YEARS?
• 26 M immigrants in the labor force.
• 11 M Illegal immigrants;
• 56% of Mexican origin;
• 19% with more than a high school degree;
• 50% of current unskilled migrant in the labor force are illegal;
• 13% of current skilled migrant in the labor force are illegal.
CHARACTERISTICS OF US ILLEGAL IMMIGRANTS
Sources: US Bureau of Labor Statistics, Migration Policy Institute
• Industrial production is the most negatively affected.
• Services are the least negatively affected.
Source: IMCO, with GTAPinGAMS model
EFFECT ON SECTORAL OUTPUT
POLICY 2: DEPORTATION OF 1M ILLEGAL IMMIGRANTS PER YEAR
-4.28%
-1.79%
-13.50%
-7.18%
-4.67%
Financialservices
Services Production Agriculture Construction
Projected idustrial loss in 2025
• Agriculture benefits the most from the policy.
• Production is the most negatively affected.
EFFECT ON SECTORAL OUTPUT
POLICY 3: FORMATION OF 0.1% OF UNSKILLED FOREIGN-BORN
LABOR FORCE PER YEAR
-0.01% 0.08% -0.53%
2.71%
-0.08%
Financialservices
Services Production Agriculture Construction
U.S. sectoral output variation in 2025
• A 20% reduction in the supply of unskilled foreign born workers in the U.S.
leads to a 1.3% reduction in U.S. GDP.
• A 20% reduction in the supply of unskilled foreign born workers in the U.S.
produces a 1.9% increase in Mexican GDP.
SHOCK EFFECTS ON GDPPOLICY 1: VARIATION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
-2.5%
-2.0%
-1.5%
-1.0%
-0.5%
0.0%
0.5%
1.0%
1.5%
2.0%
2.5%
-20% -10% 0% 10% 20%
Pe
rce
nta
ge v
aria
tio
n in
GD
P
Percentage variation in unskilled foreign-born labor supply
US MEX
• A 20% reduction in the supply of unskilled foreign born workers in the U.S. leads
to a 0.05% reduction in U.S. welfare.
• A 20% reduction in the supply of unskilled foreign born workers in the U.S. leads
to a 0.1% increase in Mexican welfare.
Source: IMCO, with GTAPinGAMS model
SHOCK EFFECTS ON WELFAREPOLICY 1: VARIATION IN THE SUPPLY OF UNSKILLED FOREIGN BORN WORKERS
-0.5%
-0.3%
-0.1%
0.1%
0.3%
0.5%
0.7%
0.9%
-20% -10% 0% 10% 20%
Pe
rce
nta
geva
riat
ion
in w
elf
are
Percentage variation in unskilled foreign-born labor supply
US MEX