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Knowledge, Human Capital, Markets and Economic Growth in Modern Economies
Gary S. BeckerUniversity of Chicago
June 2, 2005
Beijing, China
China Center for Economic Research
Investment in Human Capital as percentage of GDPUnited States - 2001
Sources: Own calculations based on World Health Organization and, UNESCO, UIS Global Statistics.
17 – 25+Percent
9 - 11%
4 – 6%
4 – 8%
???
Schooling
On the Job Training
Health
Adult Education
Wage Premiums by Education Level United States1963 - 2001
Source: Murphy, Erin S. “How pervasive are the Gains from Schooling.” St. Norbert College, Working Paper, April 2003.
Change in College/High School Wage Gap for European CountriesCohorts Specific Changes
Born 1940 - 1949 Born 1950 - 1959 Years
80s 90s % Change 80s 90s %Change
Austria 0.55 0.50 -8.4 % 0.32 0.37 15.6% 85, 97
Denmark 0.18 0.27 54.8% 0.14 0.27 95% 85, 95
Finland 0.38 0.44 15.9% 0.36 0.38 3.8% 87, 93
France 0.32 0.33 4.4% 0.35 0.35 1.1% 90, 98
Germany 0.40 0.48 18.9% 0.38 0.41 9.2% 85, 97
Italy 0.19 0.32 66.1% 0.24 0.28 13% 87, 98
Netherlands 0.27 0.18 -33.3% 0.16 0.19 16.4% 86, 96
Portugal 0.18 0.40 123.6% 0.46 0.57 22.6% 85, 93
Switzerland 0.33 0.35 5.4% 0.28 0.32 14.5% 92, 98
UK 0.27 0.28 3% 0.20 0.30 50.2% 85, 95
Source: Brunello, Giorgio, Simona Comi and Claudio Lucifora. The College Wage Gap in 10 European Countries: Evidence from Two Cohorts. IZA Discussion Papers 228, Institute for the Study of Labor (IZA), 2000.
Returns to Education - China1988, 2002
Year Sample Rate of Return to Education
Adjustment for Income Growth in
Future
1988 Urban 3.3% 9.3%
2000 Urban 11.1% 17.1%
Sources: 1988: Johnson, Emily N., and Chow, Gregory C. (1997). 2000: Heckman and Li (2003).
0
0.05
0.1
0.15
0.2
0.25
1980 1985 1990 1995 2000
English Schooling
Returns to English and Schooling by Year- Men Aged 30-55 - India1980-2000
Adjustment for Income Growth in Future:
10% + 4% = 14%
1980 1985 1990 1995 20000
0.05
0.10
0.15
0.20
0.25
English Schooling
Source: Provided by Mark R. Rosenzweig from his own calculations.
Labor Productivity GrowthUnited States1995 – 2005
Source: Bureau of Labor Statistics.
0
1
2
3
4
5
6
7
8
9
10
1995
1996
1997
1998
1999
2000
2001
2002
2003
- Q1
2003
- Q2
2003
- Q3
2003
- Q4
2004
- Q1
2004
- Q2
2004
- Q3
2004
- Q4
2005
- Q1
%
Total Factor Productivity (TFP) in Non-Agriculture United States 1800 – 1940
TFP non-agricultural sector
Source: Greenwood, J., and Seshadri, A. "The U.S. Demographic Transition". AEA Paper and Proceedings, 2002.
0
0.2
0.4
0.6
0.8
1
1.2
1.4
1.6
1.8
2
1800 1810 1820 1830 1840 1850 1860 1870 1880 1890 1900 1910 1920 1930 1940
1800-1840 → 0.79
1840-1900 → 0.73
1900-1929 → 1.63
1929-1940 → 1.78
Age-Earnings profile for MalesUnited States - 2005
6.6
6.8
7
7.2
7.4
7.6
7.8
8
8.2
8.4
16-19 20-24 25-34 35-44 45-54 55-64 65 +
Age
Ln
Mo
nth
ly E
arn
ing
s
Source: Bureau of Labor Statistics.
Age-Earnings profile for MalesJapan - 2002
11.0
11.5
12.0
12.5
13.0
13.5
17 18 - 19 20 - 24 25 - 29 30 - 34 35 - 39 40 - 44 45 - 49 50 - 54 55 - 59 60 - 64 65 age +
Age
Ln
Mo
nth
ly E
arn
ing
s
Source: Statistics and Information Department Minister's Secretariat. Ministry of Health, Labour and Welfare, Japan.
Economic Gains from Reductions in MortalityUnited States – 1970-1998
Aggregate Gains (billions of $1996)
1970-80 1980-90 1990-98 1970-98
Males 21,215 12,139 13,223 46,577
Females 15,863 6,979 3,461 26,303
Total 37,078 19,117 16,685 72,880
Source: Murphy, K.M., and Topel, R. H. The Economic Value of Medical Research. In Measuring the Gains from Medical Research: An Economic Approach, edited by K.M. Murphy and R. H. Topel. Chicago: The University of Chicago Press. 2003.
The Economic Value of Reducing Cancer and Heart Diseases Mortality by 10% for the Total Population in United States
Disease Category
Increase in Value of Life
(Billions of Dollars)
Total Population
Cancer $4,359
Heart Diseases $4,085
Source: Murphy, K.M., and Topel, R. H. 2003. The Economic Value of Medical Research. In Measuring the Gains from Medical Research: An Economic Approach, edited by K. M. Murphy and R.H. Topel, The University of Chicago Press, 2003.
Cross-Country Regression to the Mean in Income per Capita1960-2000
Source: Becker, G. S., Philipson, T., and Soares, R. The Quantity and Quality of Life and the Evolution of World Inequality. American Economic Review, forthcoming.
-1
-0.5
0
0.5
1
1.5
2
2.5
6 7 8 9 10
ln(Income 1960)
ln(I
nc 2
000)
- ln
(Inc
196
0)
weighted regression
y = 2.1 - 0.13 * x
Cross-Country Regression to the Mean in Full-Income1960-2000
-1
-0.5
0
0.5
1
1.5
2
2.5
6 7 8 9 10
ln(Income 1960)
ln(F
ull I
nc 2
000)
- ln
(Inc
1960
)
weighted regression
y = 3.4 - 0.26 * x
Source: Becker, G. S., Philipson, T., and Soares, R. The Quantity and Quality of Life and the Evolution of World Inequality. American Economic Review, forthcoming.
The Heritage Foundation/Wall Street Journal Index of Economic Freedom 2005
Rank - Economic Freedom
(Out of 155 countries)
Country
1 Hong Kong
2 Singapore
3 Luxembourg
4 Estonia
5 Ireland
6 New Zealand
7 United Kingdom
8 Denmark
9 Iceland
10 Australia
39 Japan
112 China
118 India
Basically China ranks low in the following items:
• Trade Policy (but 1 point better than in 2004)
• Fiscal Burden (0.3 points better than in 2004)
• Foreign investment
• Banking and Finance: Four state-owned banks, which have a combined
market share of nearly 70 percent, dominate the banking sector.
• Property Rights: China's judicial system is weak. The Economist Intelligence
Unit reports that "many [foreign firms] prefer arbitration because of concerns
about the speed and impartiality of the courts.
• Regulation
Japan ranks low in the following items:
• Fiscal Burden: In 2003, government expenditures as a share of GDP
decreased 0.4 percentage point to 38.3 percent, compared to a 0.6
percentage point increase in 2002.
• Banking and Finance: Japan’s banking system, although
competitive, suffers from a large number of non-performing loans.
Banks often make loans on criteria other than creditworthiness.
• Regulation: According to the U.S. Department of Commerce, “Japan’s
reputation for protectionism and red tape…is well deserved…. [T]he
Japanese economy remains over-regulated and those regulations can
be used to hinder foreign firms’ attempts to gain access to the market.”
Conclusions
• Human Capital has become increasingly important.
• Showed growth in returns to schooling, health.
• On the job training also important
• Perhaps in midst of technological revolution that will last for decades.
• Human capital investment requires flexible economic system to be most productive: Capital markets, labor and product markets.