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The Fourth Annual EEFS Conference,
Faculty of Economics, University of Coimbra, Portugal
19-22 May 2005

Modelling the transition from a socialist to
capitalist economic system
Ivan O. Kitov
e-mail - ikitov@mail.ru
http://www.ecokitov.narod.ru
EU - big hopes and deterministic economic growth
Several Central and East European countries joined the EU in 2004
and some more will join it in 2007 ...

Is there a reasonable economic policy?

EEFS-2005 Conference
“Focus on the changes we observe in the global economy and
on the European Integration process”
- Macroeconomic issues and policy
- Growth and development
- Regional economics and policy
- New political economy
Transition from a socialist to capitalist system:
history and future
1. Was economic growth in socialist countries at its potential level
between 1950 and 2003? Comparison with capitalist countries.
2. Is economic performance of developed capitalist countries and
socialist countries predefined?
3. Modelling the transition process between two stationary systems:
socialist and capitalist
4. Are all the Former Socialist Counties capitalist already?
5. What is the economic future of the European and East European
countries compared to that of the USA and leading European
countries?
per capita real GDP: socialist vs. capitalist countries

35,000

per capita GDP, $ (1990)

30,000
25,000
20,000
15,000

Bulgaria
Czechoslovakia
Hungary
Poland
Romania
Yugoslavia
USSR
USA
France
Austria
Greece
Japan

10,000
5,000
0
1940

1950

1960

1970

1980

1990

2000

calendar year

2010

Was economic growth in socialist countries at its potential level between 1950 and
2003?

(Data Source: Groningen Growth and Development Centre and The Conference Board,
Total Economy Database, January 2005, http://www.ggdc.net )

Period of socialist system growth between 1950 and 1989

11/08/13

Modelling the transition from a socialist to capita
4
0.050

mean GDP growth rate

0.040

0.030

0.020

0.010

Au
st
Be ria
lg
D iu m
en
m
a
Fi rk
nl
an
Fr d
an
G ce
re
ec
e
N
et Ita
he l y
rl a
n
N ds
or
w
Po ay
r tu
ga
Sp l
Sw a in
Sw ed
i tz en
er
la
n
Tu d
rk
ey
U
.K
.
U
SA
C
ze Bu
ch l ga
os ria
lo
va
H k ia
un
ga
r
Po y
la
R
o nd
Yu ma
g o n ia
sl
av
ia
U
SS
R

0.000

Average growth rate in the socialist countries is close to that of
most developed countries but lower than that in Spain, Portugal
and Greece

11/08/13

Was economic growth in socialist countries at its potential level between 1950 and
2003?

Mean per capita GDP growth rate between 1950 and 1989

Modelling the transition from a socialist to capita
5
d(GDP(i))/dt=0.5(N(i)-N(i-1))/N(i-1)+1/Tcr(i-1)
•
•

d(GDP(i))/dt is the real GDP growth rate for time interval dt=i-(i-1)
N(i) is the number of people of some defined age, specific for each country
at time i,

Tcr(i)=Tcr(i-1)sqrt(1+d(GDP(i))/dt-dNT/NT)
•
•

(1)

(2)

Tcr is the duration of the period of mean income growth with increasing work
experience
dNT/NT is the relative change of total population above 15 years of age

11/08/13

Is economic performance of developed capitalist countries and socialist countries predefined?

Defining relationships
for capitalist economic growth

Modelling the transition from a socialist to capita
6
(Data Source: The U.S. Census Bureau, www.census.gov )

Tcr

Tcr increases with economic growth

11/08/13

Is economic performance of developed capitalist countries and socialist countries predefined?

Mean personal income vs. work experience

Modelling the transition from a socialist to capita
7
(Data Source: U.S. Department of Commerce, Bureau of Economic Analysis,
National Income and Product Accounts Table. Table 1.1.5, www.bea.gov )
0.06

real GDP average 10-year window
1/Tcr

GDP growth rate

0.05

Степенной (real GDP average
10-year window)

0.04

0.23

real GDP per Capita +0.15
1/Tcr-dN/N+0.15

0.03

0.02
0

10000

20000

30000

40000

per capita GDP, US dollars (1999)

50000

GDP growth rate

0.21

Степенной (real GDP per Capita
+0.15)

0.19

0.17

0.15
0

10 000

20 000

30 000

40 000

50 000

per capita GDP, US dollars (1999)

The economic growth trend line and predicted GDP behaviour coincide

11/08/13

Is economic performance of developed capitalist countries and socialist countries predefined?

Real GDP growth rate in the USA: 1930 to 2003

Modelling the transition from a socialist to capita
8
Per capita GDP growth rate in Japan, France, Austria, and Greece:1950 to 2003
France

per capita GDP + 0.1

USA (1/Tcr-dN/N+0.1)

Степенной (per capita
GDP + 0.1)

0.2

GDP growth rate

GDP growth rate

per capita GDP + 0.1

USA (1/Tcr-dN/N+0.1)

0.25

0.15

Степенной (per capita
GDP + 0.1)

0.15

0.1

0.05

0.1
0

5 000

10 000
15 000
20 000
per capita GDP, US dollars (1990)

25 000

0

5 000

Austria

per capita GDP + 0.1

0.25

USA (1/Tcr-dN/N+0.1)

Степенной (per capita
GDP + 0.1)

GDP growth rate

GDP growth rate

USA (1/Tcr-dN/N+0.1)

0.15

0.1
0

5 000

10 000
15 000
20 000
per capita GDP, US dollars (1990)

25 000

Степенной (per capita
GDP + 0.1)

0.2

0.15

0.1
-1 000

1 000

3 000
5 000
7 000
9 000 11 000
per capita GDP, US dollars (1990)

13 000

Developed capitalist countries follow the US economic path
per capita GDP growth rate = 21.72x(per capita GDP)-0.7052

11/08/13

25 000

Greece

per capita GDP + 0.1

0.2

10 000
15 000
20 000
per capita GDP, US dollars (1990)

15 000

Is economic performance of developed capitalist countries and socialist countries predefined?

Japan

Modelling the transition from a socialist to capita
9
The transition schema

1990

hidden economy

1>p>0

capitalism

0<q<p

2005

• Simultaneous processes of decay and growth
• Conservation laws for population (nobody disappears or reappears)
and for performance (predefined capitalist growth)

11/08/13

Modelling the transition process between two stationary systems: socialist and capitalist

socialism

Modelling the transition from a socialist to capita
10
M(t)=Ms(t)+Mc(t)
Ms(t)=M0sexp(-α st)
Mc(t)=(1-M0c)(1-exp(-α ct))exp(αt)
M(t) - total per capita GDP at time t,
Ms(t) and Mc(t) - portions of the socialist and capitalist systems
in the total per capita GDP, M(t),
M0s and M0c - initial portions of the socialist and capitalist system in the
total per capita GDP, M(0), (M0c=0, M0s=1)
α s - dissipation factor of the socialist system decay
α c - dissipation factor of the capitalist system growth
α - observed economic trend of the capitalist system growth
The model contains only three defining parameters

11/08/13

Modelling the transition process between two stationary systems: socialist and capitalist

Defining relationships for the transition from
a socialist to capitalist system

Modelling the transition from a socialist to capita
11
Socialist system decay
Ms(t)=M0sexp(-α st)

M0 s

Growth of capitalism
Mc(t)=(1-M0c)(1-exp(-α ct))exp(αt)

Hidden economy
Mhidden(t)=1-Ms(t)-Mc(t)

0 (no socialist elements)

11/08/13

1 (pure capitalism)

Modelling the transition process between two stationary systems: socialist and capitalist

Per capita GDP in a socialist country

Modelling the transition from a socialist to capita
12
Modelling the transition period in Russia
Are all the Former Socialist Counties capitalist already?

Current status: almost no socialism (2%)
65% of population in the capitalist system
33% not in either of the main income distribution systems

11/08/13

Modelling the transition from a socialist to capita
13
Modelling the transition period in Russia

2.
•
•

Relatively fast decay of the socialist system and slow build up of the
capitalist system presence, αc/αs=0.275
Two sources of the current economic growth in Russia:
increase of the capitalist system presence (2.2% per year)
internal growth of the capitalist system with an economic trend of 3.3%

•

Are all the Former Socialist Counties capitalist already?

1.

current per capita GDP growth rate = 1.022x1.033=1.073=7.3%

11/08/13

Modelling the transition from a socialist to capita
14
Modelling the transition period in Hungary
Are all the Former Socialist Counties capitalist already?

Current status: no socialism (~0.15%)
>97% of population in the capitalist system
~3% not in either of the main income distribution systems

11/08/13

Modelling the transition from a socialist to capita
15
Modelling the transition period in Hungary
Are all the Former Socialist Counties capitalist already?

1.
2.
•

Very fast decay of the socialist system and fast growth
of the capitalist system presence since 1990, αc/αs=0.56
Only one sources of current economic growth in Hungary:
internal growth of the capitalist system ~ 2.0% per year

11/08/13

Modelling the transition from a socialist to capita
16
Modelling the transition period in Poland
Are all the Former Socialist Counties capitalist already?

Current status: no socialism (<0.1%)
>97% of population in the capitalist system
~3% not in either of the main income distribution systems

11/08/13

Modelling the transition from a socialist to capita
17
Modelling the transition period in Poland
Are all the Former Socialist Counties capitalist already?

1.
2.
•

Very fast decay of the socialist system and fast build up
of the capitalist system presence since 1989, αc/αs=0.59
Only one sources of current economic growth in Poland:
internal growth of the capitalist system ~ 2.9% per year

11/08/13

Modelling the transition from a socialist to capita
18
Modelling the transition period in Slovenia

Are all the Former Socialist Counties capitalist already?

Current status: no socialism (<1%)
>93% of population in the capitalist system
~6% not in either of the main income distribution systems

11/08/13

Modelling the transition from a socialist to capita
19
Modelling the transition period in Slovenia

2.
•
•

Relatively fast decay of the socialist system and fast growth
of the capitalist system presence since 1989, αc/αs=0.55
Two sources of the current economic growth in Slovenia:
increase of the capitalist system presence - 1.1% per year)
internal growth of the capitalist system - 2.0% per year

11/08/13

Are all the Former Socialist Counties capitalist already?

1.

Modelling the transition from a socialist to capita
20
Per capita GDP growth rate: observed and predicted
0.2

theory

0.15

modelled growth rate
Степенной (US trend (1/Tcr-dN/N))

0.1

Kazakhstan

Tajikistan

0.05

Estonia

0
0

5000

10000

15000

per capita GDP, $ (1990)

20000

Are all the Former Socialist Counties capitalist already?

per capita GDP growth rate

US trend -(1/Tcr-dN/N)

1. The capitalist growth rate for the studied countries is below
the theoretical value except Estonia and Kazakhstan
2. East and Central European countries show per capita
GDP growth between 1.5% and 3.0%

11/08/13

Modelling the transition from a socialist to capita
21
 

per capita GDP, US$

αs

αc

Poland

8080

0.39

0.23

11/08/13

α

0.029

α-theory

α c/α s

0.038

0.590

Modelling the transition from a socialist to capita
22
Assumption: Theoretical growth rate from 2005

1.
2.

11/08/13

Constant lag of the absolute per capita GDP of ~$23000
Decreasing ratio of US/Hungary per capita GDP

What is the economic future of the Central and East European countries compared to that of the
USA and leading European countries

Future for Hungary

Modelling the transition from a socialist to capita
23
Constant lag of about $27000

Modelling the transition from a socialist to capita
24
11/08/13

What is the economic future of the Central and East European countries compared to that of the
USA and leading European countries

Future for Poland
Conclusions
1.
2.
3.
4.
5.
6.

The transition process from socialism to capitalism can be described by a
model defined by only three parameters having simple physical
interpretations
Central European countries have completed transformation into capitalist
countries
The countries of the FSU are building the capitalist system with a
considerable lag
Most of Central and East European countries currently exhibit economic
underperformance, except for Estonia (?)
The best case scenario guarantees in future a constant per capita GDP lag
relative to that of USA
An increasing absolute per capita GDP lag relative to that of USA will be
observed in the case of economic underperformance

11/08/13

Modelling the transition from a socialist to capita
25

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Modelling the transition from a socialist to capitalist economic system

  • 1. The Fourth Annual EEFS Conference, Faculty of Economics, University of Coimbra, Portugal 19-22 May 2005 Modelling the transition from a socialist to capitalist economic system Ivan O. Kitov e-mail - ikitov@mail.ru http://www.ecokitov.narod.ru
  • 2. EU - big hopes and deterministic economic growth Several Central and East European countries joined the EU in 2004 and some more will join it in 2007 ... Is there a reasonable economic policy? EEFS-2005 Conference “Focus on the changes we observe in the global economy and on the European Integration process” - Macroeconomic issues and policy - Growth and development - Regional economics and policy - New political economy
  • 3. Transition from a socialist to capitalist system: history and future 1. Was economic growth in socialist countries at its potential level between 1950 and 2003? Comparison with capitalist countries. 2. Is economic performance of developed capitalist countries and socialist countries predefined? 3. Modelling the transition process between two stationary systems: socialist and capitalist 4. Are all the Former Socialist Counties capitalist already? 5. What is the economic future of the European and East European countries compared to that of the USA and leading European countries?
  • 4. per capita real GDP: socialist vs. capitalist countries 35,000 per capita GDP, $ (1990) 30,000 25,000 20,000 15,000 Bulgaria Czechoslovakia Hungary Poland Romania Yugoslavia USSR USA France Austria Greece Japan 10,000 5,000 0 1940 1950 1960 1970 1980 1990 2000 calendar year 2010 Was economic growth in socialist countries at its potential level between 1950 and 2003? (Data Source: Groningen Growth and Development Centre and The Conference Board, Total Economy Database, January 2005, http://www.ggdc.net ) Period of socialist system growth between 1950 and 1989 11/08/13 Modelling the transition from a socialist to capita 4
  • 5. 0.050 mean GDP growth rate 0.040 0.030 0.020 0.010 Au st Be ria lg D iu m en m a Fi rk nl an Fr d an G ce re ec e N et Ita he l y rl a n N ds or w Po ay r tu ga Sp l Sw a in Sw ed i tz en er la n Tu d rk ey U .K . U SA C ze Bu ch l ga os ria lo va H k ia un ga r Po y la R o nd Yu ma g o n ia sl av ia U SS R 0.000 Average growth rate in the socialist countries is close to that of most developed countries but lower than that in Spain, Portugal and Greece 11/08/13 Was economic growth in socialist countries at its potential level between 1950 and 2003? Mean per capita GDP growth rate between 1950 and 1989 Modelling the transition from a socialist to capita 5
  • 6. d(GDP(i))/dt=0.5(N(i)-N(i-1))/N(i-1)+1/Tcr(i-1) • • d(GDP(i))/dt is the real GDP growth rate for time interval dt=i-(i-1) N(i) is the number of people of some defined age, specific for each country at time i, Tcr(i)=Tcr(i-1)sqrt(1+d(GDP(i))/dt-dNT/NT) • • (1) (2) Tcr is the duration of the period of mean income growth with increasing work experience dNT/NT is the relative change of total population above 15 years of age 11/08/13 Is economic performance of developed capitalist countries and socialist countries predefined? Defining relationships for capitalist economic growth Modelling the transition from a socialist to capita 6
  • 7. (Data Source: The U.S. Census Bureau, www.census.gov ) Tcr Tcr increases with economic growth 11/08/13 Is economic performance of developed capitalist countries and socialist countries predefined? Mean personal income vs. work experience Modelling the transition from a socialist to capita 7
  • 8. (Data Source: U.S. Department of Commerce, Bureau of Economic Analysis, National Income and Product Accounts Table. Table 1.1.5, www.bea.gov ) 0.06 real GDP average 10-year window 1/Tcr GDP growth rate 0.05 Степенной (real GDP average 10-year window) 0.04 0.23 real GDP per Capita +0.15 1/Tcr-dN/N+0.15 0.03 0.02 0 10000 20000 30000 40000 per capita GDP, US dollars (1999) 50000 GDP growth rate 0.21 Степенной (real GDP per Capita +0.15) 0.19 0.17 0.15 0 10 000 20 000 30 000 40 000 50 000 per capita GDP, US dollars (1999) The economic growth trend line and predicted GDP behaviour coincide 11/08/13 Is economic performance of developed capitalist countries and socialist countries predefined? Real GDP growth rate in the USA: 1930 to 2003 Modelling the transition from a socialist to capita 8
  • 9. Per capita GDP growth rate in Japan, France, Austria, and Greece:1950 to 2003 France per capita GDP + 0.1 USA (1/Tcr-dN/N+0.1) Степенной (per capita GDP + 0.1) 0.2 GDP growth rate GDP growth rate per capita GDP + 0.1 USA (1/Tcr-dN/N+0.1) 0.25 0.15 Степенной (per capita GDP + 0.1) 0.15 0.1 0.05 0.1 0 5 000 10 000 15 000 20 000 per capita GDP, US dollars (1990) 25 000 0 5 000 Austria per capita GDP + 0.1 0.25 USA (1/Tcr-dN/N+0.1) Степенной (per capita GDP + 0.1) GDP growth rate GDP growth rate USA (1/Tcr-dN/N+0.1) 0.15 0.1 0 5 000 10 000 15 000 20 000 per capita GDP, US dollars (1990) 25 000 Степенной (per capita GDP + 0.1) 0.2 0.15 0.1 -1 000 1 000 3 000 5 000 7 000 9 000 11 000 per capita GDP, US dollars (1990) 13 000 Developed capitalist countries follow the US economic path per capita GDP growth rate = 21.72x(per capita GDP)-0.7052 11/08/13 25 000 Greece per capita GDP + 0.1 0.2 10 000 15 000 20 000 per capita GDP, US dollars (1990) 15 000 Is economic performance of developed capitalist countries and socialist countries predefined? Japan Modelling the transition from a socialist to capita 9
  • 10. The transition schema 1990 hidden economy 1>p>0 capitalism 0<q<p 2005 • Simultaneous processes of decay and growth • Conservation laws for population (nobody disappears or reappears) and for performance (predefined capitalist growth) 11/08/13 Modelling the transition process between two stationary systems: socialist and capitalist socialism Modelling the transition from a socialist to capita 10
  • 11. M(t)=Ms(t)+Mc(t) Ms(t)=M0sexp(-α st) Mc(t)=(1-M0c)(1-exp(-α ct))exp(αt) M(t) - total per capita GDP at time t, Ms(t) and Mc(t) - portions of the socialist and capitalist systems in the total per capita GDP, M(t), M0s and M0c - initial portions of the socialist and capitalist system in the total per capita GDP, M(0), (M0c=0, M0s=1) α s - dissipation factor of the socialist system decay α c - dissipation factor of the capitalist system growth α - observed economic trend of the capitalist system growth The model contains only three defining parameters 11/08/13 Modelling the transition process between two stationary systems: socialist and capitalist Defining relationships for the transition from a socialist to capitalist system Modelling the transition from a socialist to capita 11
  • 12. Socialist system decay Ms(t)=M0sexp(-α st) M0 s Growth of capitalism Mc(t)=(1-M0c)(1-exp(-α ct))exp(αt) Hidden economy Mhidden(t)=1-Ms(t)-Mc(t) 0 (no socialist elements) 11/08/13 1 (pure capitalism) Modelling the transition process between two stationary systems: socialist and capitalist Per capita GDP in a socialist country Modelling the transition from a socialist to capita 12
  • 13. Modelling the transition period in Russia Are all the Former Socialist Counties capitalist already? Current status: almost no socialism (2%) 65% of population in the capitalist system 33% not in either of the main income distribution systems 11/08/13 Modelling the transition from a socialist to capita 13
  • 14. Modelling the transition period in Russia 2. • • Relatively fast decay of the socialist system and slow build up of the capitalist system presence, αc/αs=0.275 Two sources of the current economic growth in Russia: increase of the capitalist system presence (2.2% per year) internal growth of the capitalist system with an economic trend of 3.3% • Are all the Former Socialist Counties capitalist already? 1. current per capita GDP growth rate = 1.022x1.033=1.073=7.3% 11/08/13 Modelling the transition from a socialist to capita 14
  • 15. Modelling the transition period in Hungary Are all the Former Socialist Counties capitalist already? Current status: no socialism (~0.15%) >97% of population in the capitalist system ~3% not in either of the main income distribution systems 11/08/13 Modelling the transition from a socialist to capita 15
  • 16. Modelling the transition period in Hungary Are all the Former Socialist Counties capitalist already? 1. 2. • Very fast decay of the socialist system and fast growth of the capitalist system presence since 1990, αc/αs=0.56 Only one sources of current economic growth in Hungary: internal growth of the capitalist system ~ 2.0% per year 11/08/13 Modelling the transition from a socialist to capita 16
  • 17. Modelling the transition period in Poland Are all the Former Socialist Counties capitalist already? Current status: no socialism (<0.1%) >97% of population in the capitalist system ~3% not in either of the main income distribution systems 11/08/13 Modelling the transition from a socialist to capita 17
  • 18. Modelling the transition period in Poland Are all the Former Socialist Counties capitalist already? 1. 2. • Very fast decay of the socialist system and fast build up of the capitalist system presence since 1989, αc/αs=0.59 Only one sources of current economic growth in Poland: internal growth of the capitalist system ~ 2.9% per year 11/08/13 Modelling the transition from a socialist to capita 18
  • 19. Modelling the transition period in Slovenia Are all the Former Socialist Counties capitalist already? Current status: no socialism (<1%) >93% of population in the capitalist system ~6% not in either of the main income distribution systems 11/08/13 Modelling the transition from a socialist to capita 19
  • 20. Modelling the transition period in Slovenia 2. • • Relatively fast decay of the socialist system and fast growth of the capitalist system presence since 1989, αc/αs=0.55 Two sources of the current economic growth in Slovenia: increase of the capitalist system presence - 1.1% per year) internal growth of the capitalist system - 2.0% per year 11/08/13 Are all the Former Socialist Counties capitalist already? 1. Modelling the transition from a socialist to capita 20
  • 21. Per capita GDP growth rate: observed and predicted 0.2 theory 0.15 modelled growth rate Степенной (US trend (1/Tcr-dN/N)) 0.1 Kazakhstan Tajikistan 0.05 Estonia 0 0 5000 10000 15000 per capita GDP, $ (1990) 20000 Are all the Former Socialist Counties capitalist already? per capita GDP growth rate US trend -(1/Tcr-dN/N) 1. The capitalist growth rate for the studied countries is below the theoretical value except Estonia and Kazakhstan 2. East and Central European countries show per capita GDP growth between 1.5% and 3.0% 11/08/13 Modelling the transition from a socialist to capita 21
  • 23. Assumption: Theoretical growth rate from 2005 1. 2. 11/08/13 Constant lag of the absolute per capita GDP of ~$23000 Decreasing ratio of US/Hungary per capita GDP What is the economic future of the Central and East European countries compared to that of the USA and leading European countries Future for Hungary Modelling the transition from a socialist to capita 23
  • 24. Constant lag of about $27000 Modelling the transition from a socialist to capita 24 11/08/13 What is the economic future of the Central and East European countries compared to that of the USA and leading European countries Future for Poland
  • 25. Conclusions 1. 2. 3. 4. 5. 6. The transition process from socialism to capitalism can be described by a model defined by only three parameters having simple physical interpretations Central European countries have completed transformation into capitalist countries The countries of the FSU are building the capitalist system with a considerable lag Most of Central and East European countries currently exhibit economic underperformance, except for Estonia (?) The best case scenario guarantees in future a constant per capita GDP lag relative to that of USA An increasing absolute per capita GDP lag relative to that of USA will be observed in the case of economic underperformance 11/08/13 Modelling the transition from a socialist to capita 25