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Human Capital
Definitions:
Capital = usable, productive resources, all forms of
assets and capabilities that can be harnessed for human
development.
Human Development = increasing human welfare,
well-being and human capital (possibly increasing
human freedom and creativity)
Several forms of capital introduced by A. Smith:
Land, building, machinery and human abilities.
We define: natural (including physical and
biological), human (including social and cultural,
of course including scientific etc – notably: ideas,
individuality, values, etc ), financial and all other
human made capitals .
Anything becomes a resource (only) when its
potential value is recognized by the human
(mind). E.g. air is a resource regardless whether
humans are aware of it. Pitchblende is a resource
only when humans discover fission.
“Economics is not about goods and services, it is
about human choice and action.” (L. von Misses)
Individuality is a product of human mental development, of
social organizations, institutions and of a cultural sphere,
imparting knowledge, skills and values, making available to
each member the cumulative advances of the collective, and
providing freedom and opportunity for unique individual
characteristics to develop.
Individual in History (S. Korolev vs N.S. Khrushchev
“Soviet people made Sputnik”)
Through individual-society-culture interaction human
capital can be augmented, destroyed, misused and wasted.
The constant interaction, exchange, mutual dependence
and reinforcement between the individual and the
collective give human capital the unique capacity for
self-development and self-augmenting. This
bootstrapping accounts for the evolutionary character of
civilization, resulting particularly from organization,
education and culture. It gives rise to human capital its
unlimited capacity for development, the very basis for
the progressive advance of civilization.
Human capital evolved slowly, but in recent centuries
the pace of development has accelerated exponentially.
Society now exhibits the apparent capacity to
leapfrog in a single generation from riding
llamas to flying in airplanes, from bullock carts
to cell phones, from primitive agriculture to
advanced ICT-based services.
The development of human capital over time is a
function of the human capital (which includes all
forms of social capital, denoted here by Ψ), natural
capital (e.g., ecosystem, air, water, denoted by ΦN) and
human-made capital (e.g., infrastructure, building,
money - denoted by Φhm) and their evolution.
Improving health care, education and employment
augments human capital proportionally to the human
capital (λΨ). Improving socio-economic and political
conditions, stimulating creativity augment human
capital even more than proportionally (μΨª).
Socio-economic and political conditions can have
beneficial and destructive effects: λ and μ can be
negative. In addition there are sudden changes,
black swans, labeled P for those having positive
and D for those having destructive effects. All
scientific advances fall in category P, as well as
social-political events such as the end of Cold
War and nuclear disarmament. War, large income
inequalities and violation of human rights destroy
human capital.
dΨ/dt = λΨ + μΨª + P – D +
+ α(dΦN/dt)Ψ + β(dΦhm/dt)Ψ + γ(Ψ,ΦN,Φhm)
The term α(dΦN/dt)Ψ demonstrates that human capital
decreases if natural capital decreases. The term
β(dΦhm/dt)Ψ shows that human capital decreases if
human-made capital decreases, e.g., as a result of war.
The complex interdependence of all capitals is the last
term γ(Ψ,ΦN,Φhm). λ, μ, P, D, α, β and γ are time
dependent.
The self-augmenting character of human capital
is shown by the growth of GDP/c in recent
centuries. In spite of a 22-fold rise in world
population over the last 1000 years, GDP/c has
grown 13-fold. Since the advent of the Industrial
Revolution, both population and GDP/c have
increased six-fold, signifying a 36-fold rise in
productive capacity in two centuries, challenging
the very notion of scarcity and economic limits.
Inequality:
Large inequalities destroy human capital (e.g. see Fig 2.
- R.G. Wilkinson and K. Pickett, Spirit Level, 2009).
Taking into account inequality Human development
index decreases:
27% for Arab States, 33% for Sub-Saharan Africa and
30% for South Asia.
Interestingly loss is largest in:
- education (57%, 32% and 50%, respectively) and
- health (24%, 45%,34%, respectively)
There is an ‘efficient inequality range‘ which is
most conducive to economic growth (Cornia and
Court, Inequality, 2001) However, the level of
inequality that is optimal for economic growth
may not be optimal for social stability and
development of human capital. There is
abundant evidence to support the view that lower
levels of income inequality are essential for
achieving optimal and sustainable development
of human capital.
Values (secular/rational +) vs. Inequality
-1,5
-1
-0,5
0
0,5
1
1,5
2
0 20 40 60 80 100
Inequality
Social groups and interactions ↔ evolution. In 1973
John M. Smith applied game theory to the evolution:
evolutionary stable strategy. Animals not only
compete but often share a resource if that is
beneficiary. “The best place to store food is in
another person belly.” (Eskimos’saying)
Winning strategy: tit-for-tat: cooperate and never be
the first to defect, retaliate only after your partner has
defected, forgive and cooperate after retaliating just
once. (R.Axelrod)
♥ Golden moral rule
♥ Altruism is an example of a non-zero-sum-game, i.e. a win-
win game.
☼“People are the real wealth of nations. The
basic aim of development is to enlarge
human freedom and choices so that people
live full and creative lives. This must benefit
everybody equitably.”
The State of Human Development, Human development
indicators, 2004, p.127, UNDP
☼ We add: people - healthy, educated, active
and happy, living in a society of social
justice and social cohesion in a healthy
environment assuring sustainable
development.
♥ Achievable: “Enough for human needs, but
not for human greed.” (M. Gandhi)
Contemporary socio-political system is not adequately
understood and we even lack appropriate measures
(e.g. GDP is not adequate!).
We need a new paradigm for human development.
Measure: from income to people-centered:
☼ Human Development Index (A. Sen, Mahbub ul
Haq, Human Development Report 2013: The Rise of
the South – Kh. Malik)
☼ J.E.Stiglitz, A. Sen, J.-P. Fitoussi: Report by the
Commission on the Measurement of Economic
Performance and Social Progress, 2009 – also suggest
subjective indicators of well-being.
Country HDIr (GNI-HDI)r IHDIlos GINI LS(0-10h)
r-ranking, IHDIlos decrease due to inequality
Germany 5 10 6.9% 28.3 6.7
Austria 18 - 5 6.6 29.2 7.5
Slovenia 21 12 5.8 31.2 6.0
Croatia 47 4 15.1 33.7 5.6
RusFed 55 0 40.1 5.4
MontN 52 24 8.0 45.3 5.5
Serbia 64 16 8.0 27.8 4.5
☼ G. Jacobs and I. Šlaus: Indicators of
Economic Progress, Cadmus 2010
☼ Sir Partha Dasgupta et al: Inclusive
Wealth Report, 2012
☺human (social) +
◊ natural +
♣ manufactured
Measuring Human Capital
While financial capital, land, even labor and
natural capital are measured or are attempted to
be expressed through money, human and social
capitals seem to be above and beyond
expressing in money. One of the major tasks
ahead is to measure human and social capitals,
qualitatively and possibly quantitatively.
☼Real Wealth of Nations (2012): human, natural and
human-made capital (www.ihdp.unu.edu/article/iwr)
USA (2008) = $ 117.8 trillion (HC = 75%)
UK = $ 13.4 (HC = 88%)
Saudi Arabia = $ 4.9 (HC = 35%)
Brazil = $ 7.4 (HC = 62%)
Russia = $ 10.3 (HC = 21%)
Health + Education + Freedom + Cooperation +Activity
Estimate World Natural Capital (1997, Nature)
= 33 T$ = 2 x WGDP
World GDP : World Wealth = 60 : 600 T€
Opinion Poll on Economic Crisis
♣ April 2013 (Ipsos – Publicis): UK, France, Germany,
Poland, Italy, Spain
75% worse (40% Spain)
2% crisis will end in 2014
♣ Effect of the reforms:
Spain 76% negative Poland 76% positive
Italy 71% negative
♣ Government 71% negative
29% positive
♣ Being member of EU 52% positive
Market
☼ More than democracy since no tyranny of the
majority (or minority), but
♣ Irrationality of the crowd,
♣ real vs. virtual, could be real ‹‹ virtual
Markets failures:
♣ ecological footprint and climate change (destroying
natural capital)
♣ huge unemployment (destroying human and social
capital)
♣ speculative bubbles (significant gap between intrinsic
value and exchange price. Real estate bubble → crisis
♣ self-fulfilling prophesies (slow econ activity →
pessimism
♣ credit default swap: financial instrument classed as
derivative negotiated directly
♣ sovereign default: Argentina 2001, Greece now?
♣ public debt: all loans by state, local comm and social
security organizations ≤ 60% GDP (Stability and
Growth Plan).
♣ contagion - mistrust (destroying human and social
capital)
♠ Energy: GDP/c correlates with energy
consumption below 3 toe/c y. If all would reach
that consumption then World Ener. Cons. 2.6
times larger than today. If 9 G people then 3
times. Need more energy!
Type I civilization: using all Earth resources, Type
II uses all Solar, Type III uses all galactic
(Kardashev)
We are not even Type I civilization.
Imperative: capability to colonize beyond Earth
♠ Ecological footprint: 2008: 1.27. We consumed
and polluted 27% more that the capacity of our
Earth. Now 50%!!
♠ Climate Change
♠ Demographic transition:
Currently 7 billions → 2100: 9-10 billion
→ 2300: 2-3 billions
LE increases 3 months each year
Population of China starts decreasing in 2029
Median age in 2050 in Japan 56, in Germany 52
♠ Employment: Europe 50-70% - Aim 75%
♠ Retirement at 65 unsustainable - svecchiamento
♠ Migration
Moral Crisis
♥ ”Every gun made, every warship launched, every rocket
signifies in the final sense a theft from the hungry. The
world in arms is not only spending money. It is
spending the sweat of its laborers, the genius of its
scientists.”(D. D. Eisenhower, 8/16/ 1953)
“To ensure the development of humankind, it is
necessary to banish war, any military and non-
military violence from our culture. Violence and its
ideology are remnants of the past., social pathologies
incompatible with the new era.” (A. Peccei, 1984)

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Human_Capital_I.Slaus.ppt

  • 2. Definitions: Capital = usable, productive resources, all forms of assets and capabilities that can be harnessed for human development. Human Development = increasing human welfare, well-being and human capital (possibly increasing human freedom and creativity) Several forms of capital introduced by A. Smith: Land, building, machinery and human abilities.
  • 3. We define: natural (including physical and biological), human (including social and cultural, of course including scientific etc – notably: ideas, individuality, values, etc ), financial and all other human made capitals . Anything becomes a resource (only) when its potential value is recognized by the human (mind). E.g. air is a resource regardless whether humans are aware of it. Pitchblende is a resource only when humans discover fission. “Economics is not about goods and services, it is about human choice and action.” (L. von Misses)
  • 4. Individuality is a product of human mental development, of social organizations, institutions and of a cultural sphere, imparting knowledge, skills and values, making available to each member the cumulative advances of the collective, and providing freedom and opportunity for unique individual characteristics to develop. Individual in History (S. Korolev vs N.S. Khrushchev “Soviet people made Sputnik”) Through individual-society-culture interaction human capital can be augmented, destroyed, misused and wasted.
  • 5. The constant interaction, exchange, mutual dependence and reinforcement between the individual and the collective give human capital the unique capacity for self-development and self-augmenting. This bootstrapping accounts for the evolutionary character of civilization, resulting particularly from organization, education and culture. It gives rise to human capital its unlimited capacity for development, the very basis for the progressive advance of civilization. Human capital evolved slowly, but in recent centuries the pace of development has accelerated exponentially.
  • 6. Society now exhibits the apparent capacity to leapfrog in a single generation from riding llamas to flying in airplanes, from bullock carts to cell phones, from primitive agriculture to advanced ICT-based services.
  • 7. The development of human capital over time is a function of the human capital (which includes all forms of social capital, denoted here by Ψ), natural capital (e.g., ecosystem, air, water, denoted by ΦN) and human-made capital (e.g., infrastructure, building, money - denoted by Φhm) and their evolution. Improving health care, education and employment augments human capital proportionally to the human capital (λΨ). Improving socio-economic and political conditions, stimulating creativity augment human capital even more than proportionally (μΨª).
  • 8. Socio-economic and political conditions can have beneficial and destructive effects: λ and μ can be negative. In addition there are sudden changes, black swans, labeled P for those having positive and D for those having destructive effects. All scientific advances fall in category P, as well as social-political events such as the end of Cold War and nuclear disarmament. War, large income inequalities and violation of human rights destroy human capital.
  • 9. dΨ/dt = λΨ + μΨª + P – D + + α(dΦN/dt)Ψ + β(dΦhm/dt)Ψ + γ(Ψ,ΦN,Φhm) The term α(dΦN/dt)Ψ demonstrates that human capital decreases if natural capital decreases. The term β(dΦhm/dt)Ψ shows that human capital decreases if human-made capital decreases, e.g., as a result of war. The complex interdependence of all capitals is the last term γ(Ψ,ΦN,Φhm). λ, μ, P, D, α, β and γ are time dependent.
  • 10. The self-augmenting character of human capital is shown by the growth of GDP/c in recent centuries. In spite of a 22-fold rise in world population over the last 1000 years, GDP/c has grown 13-fold. Since the advent of the Industrial Revolution, both population and GDP/c have increased six-fold, signifying a 36-fold rise in productive capacity in two centuries, challenging the very notion of scarcity and economic limits.
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  • 12. Inequality: Large inequalities destroy human capital (e.g. see Fig 2. - R.G. Wilkinson and K. Pickett, Spirit Level, 2009). Taking into account inequality Human development index decreases: 27% for Arab States, 33% for Sub-Saharan Africa and 30% for South Asia. Interestingly loss is largest in: - education (57%, 32% and 50%, respectively) and - health (24%, 45%,34%, respectively)
  • 13. There is an ‘efficient inequality range‘ which is most conducive to economic growth (Cornia and Court, Inequality, 2001) However, the level of inequality that is optimal for economic growth may not be optimal for social stability and development of human capital. There is abundant evidence to support the view that lower levels of income inequality are essential for achieving optimal and sustainable development of human capital.
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  • 15. Values (secular/rational +) vs. Inequality -1,5 -1 -0,5 0 0,5 1 1,5 2 0 20 40 60 80 100 Inequality
  • 16. Social groups and interactions ↔ evolution. In 1973 John M. Smith applied game theory to the evolution: evolutionary stable strategy. Animals not only compete but often share a resource if that is beneficiary. “The best place to store food is in another person belly.” (Eskimos’saying) Winning strategy: tit-for-tat: cooperate and never be the first to defect, retaliate only after your partner has defected, forgive and cooperate after retaliating just once. (R.Axelrod) ♥ Golden moral rule ♥ Altruism is an example of a non-zero-sum-game, i.e. a win- win game.
  • 17. ☼“People are the real wealth of nations. The basic aim of development is to enlarge human freedom and choices so that people live full and creative lives. This must benefit everybody equitably.” The State of Human Development, Human development indicators, 2004, p.127, UNDP ☼ We add: people - healthy, educated, active and happy, living in a society of social justice and social cohesion in a healthy environment assuring sustainable development. ♥ Achievable: “Enough for human needs, but not for human greed.” (M. Gandhi)
  • 18. Contemporary socio-political system is not adequately understood and we even lack appropriate measures (e.g. GDP is not adequate!). We need a new paradigm for human development. Measure: from income to people-centered: ☼ Human Development Index (A. Sen, Mahbub ul Haq, Human Development Report 2013: The Rise of the South – Kh. Malik) ☼ J.E.Stiglitz, A. Sen, J.-P. Fitoussi: Report by the Commission on the Measurement of Economic Performance and Social Progress, 2009 – also suggest subjective indicators of well-being.
  • 19. Country HDIr (GNI-HDI)r IHDIlos GINI LS(0-10h) r-ranking, IHDIlos decrease due to inequality Germany 5 10 6.9% 28.3 6.7 Austria 18 - 5 6.6 29.2 7.5 Slovenia 21 12 5.8 31.2 6.0 Croatia 47 4 15.1 33.7 5.6 RusFed 55 0 40.1 5.4 MontN 52 24 8.0 45.3 5.5 Serbia 64 16 8.0 27.8 4.5
  • 20. ☼ G. Jacobs and I. Šlaus: Indicators of Economic Progress, Cadmus 2010 ☼ Sir Partha Dasgupta et al: Inclusive Wealth Report, 2012 ☺human (social) + ◊ natural + ♣ manufactured
  • 21. Measuring Human Capital While financial capital, land, even labor and natural capital are measured or are attempted to be expressed through money, human and social capitals seem to be above and beyond expressing in money. One of the major tasks ahead is to measure human and social capitals, qualitatively and possibly quantitatively.
  • 22. ☼Real Wealth of Nations (2012): human, natural and human-made capital (www.ihdp.unu.edu/article/iwr) USA (2008) = $ 117.8 trillion (HC = 75%) UK = $ 13.4 (HC = 88%) Saudi Arabia = $ 4.9 (HC = 35%) Brazil = $ 7.4 (HC = 62%) Russia = $ 10.3 (HC = 21%) Health + Education + Freedom + Cooperation +Activity Estimate World Natural Capital (1997, Nature) = 33 T$ = 2 x WGDP World GDP : World Wealth = 60 : 600 T€
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  • 24. Opinion Poll on Economic Crisis ♣ April 2013 (Ipsos – Publicis): UK, France, Germany, Poland, Italy, Spain 75% worse (40% Spain) 2% crisis will end in 2014 ♣ Effect of the reforms: Spain 76% negative Poland 76% positive Italy 71% negative ♣ Government 71% negative 29% positive ♣ Being member of EU 52% positive
  • 25. Market ☼ More than democracy since no tyranny of the majority (or minority), but ♣ Irrationality of the crowd, ♣ real vs. virtual, could be real ‹‹ virtual Markets failures: ♣ ecological footprint and climate change (destroying natural capital) ♣ huge unemployment (destroying human and social capital)
  • 26. ♣ speculative bubbles (significant gap between intrinsic value and exchange price. Real estate bubble → crisis ♣ self-fulfilling prophesies (slow econ activity → pessimism ♣ credit default swap: financial instrument classed as derivative negotiated directly ♣ sovereign default: Argentina 2001, Greece now? ♣ public debt: all loans by state, local comm and social security organizations ≤ 60% GDP (Stability and Growth Plan). ♣ contagion - mistrust (destroying human and social capital)
  • 27. ♠ Energy: GDP/c correlates with energy consumption below 3 toe/c y. If all would reach that consumption then World Ener. Cons. 2.6 times larger than today. If 9 G people then 3 times. Need more energy! Type I civilization: using all Earth resources, Type II uses all Solar, Type III uses all galactic (Kardashev) We are not even Type I civilization. Imperative: capability to colonize beyond Earth
  • 28. ♠ Ecological footprint: 2008: 1.27. We consumed and polluted 27% more that the capacity of our Earth. Now 50%!! ♠ Climate Change ♠ Demographic transition: Currently 7 billions → 2100: 9-10 billion → 2300: 2-3 billions LE increases 3 months each year Population of China starts decreasing in 2029 Median age in 2050 in Japan 56, in Germany 52 ♠ Employment: Europe 50-70% - Aim 75% ♠ Retirement at 65 unsustainable - svecchiamento ♠ Migration
  • 29. Moral Crisis ♥ ”Every gun made, every warship launched, every rocket signifies in the final sense a theft from the hungry. The world in arms is not only spending money. It is spending the sweat of its laborers, the genius of its scientists.”(D. D. Eisenhower, 8/16/ 1953) “To ensure the development of humankind, it is necessary to banish war, any military and non- military violence from our culture. Violence and its ideology are remnants of the past., social pathologies incompatible with the new era.” (A. Peccei, 1984)