Explaining	
  the	
  Surge	
  of	
  Demand	
  for	
  Social	
  Services	
  
in	
  South	
  Korea:	
  Tes;ng	
  the	
  Prospect	
  of	
  Upward	
  
Mobility	
  Hypothesis	
  	
  
Soomi	
  Lee	
  
University	
  of	
  La	
  Verne	
  
California,	
  USA	
  
	
  
Prepared	
  for	
  PMRC	
  
June	
  30,	
  2014	
  
Seoul,	
  Korea	
  
	
  
MoCvaCon	
  
•  A	
  recent	
  substanCal	
  growth	
  of	
  the	
  demand	
  for	
  
redistribuCon	
  and	
  social	
  services	
  in	
  South	
  Korea.	
  
•  Subsequent	
  development	
  of	
  welfare	
  poliCcs	
  
–  A	
  debate,	
  sparked	
  in	
  2011,	
  over	
  the	
  free	
  lunch	
  for	
  all	
  
elementary	
  school	
  students	
  in	
  Seoul.	
  	
  
–  The	
  2012	
  presidenCal	
  elecCon,	
  described	
  as	
  “a	
  game	
  
of	
  welfare	
  one-­‐upmanship”	
  (The	
  Economist	
  2013).	
  
•  What	
  explains	
  this	
  substanCal	
  growth	
  of	
  the	
  
demand	
  for	
  redistribuCon	
  and	
  the	
  subsequent	
  
emerging	
  welfare	
  poliCcs	
  in	
  Korea?	
  
•  Upon	
  observing	
  the	
  recent	
  trends	
  of	
  
increasing	
  income	
  inequality	
  and	
  declining	
  
social	
  mobility,	
  I	
  test	
  the	
  prospect	
  of	
  upward	
  
mobility	
  hypothesis	
  in	
  the	
  context	
  of	
  South	
  
Korea.	
  
No	
  class	
  effect	
  in	
  Korea	
  
Current	
  literature	
  on	
  welfare	
  aXtudes	
  in	
  Korea	
  
•  “Inconsistency	
  between	
  self-­‐interest	
  (class)	
  and	
  
preference	
  for	
  redistribuCon”	
  
– No	
  social	
  class	
  division	
  in	
  welfare	
  poliCcs.	
  
– Social	
  welfare	
  and	
  sociology	
  literature	
  (Kim	
  1999;	
  
Lee	
  2002;	
  Joo	
  and	
  Baek	
  2008;	
  Kim	
  and	
  Yeo	
  2011;	
  
Woo	
  and	
  Nam	
  2014)	
  
Why?	
  
•  Underdeveloped	
  welfare	
  system	
  (Woo	
  and	
  Nam	
  
2014)	
  à	
  an	
  o^and	
  and	
  ad-­‐hoc	
  interpretaCon	
  
•  Need	
  to	
  go	
  beyond	
  class	
  and	
  consider	
  variaCons	
  in	
  
personal	
  resources	
  and	
  welfare	
  status	
  (An	
  2009).	
  	
  
•  Problem:	
  a	
  lack	
  of	
  theoreCcal	
  grounds	
  
Theories	
  of	
  AXtude	
  towards	
  
RedistribuCon	
  
•  Consider	
  current	
  uClity	
  
–  Meltzer-­‐Richard	
  hypothesis	
  (1981)	
  
•  Consider	
  future	
  uClity	
  	
  
–  Tocqueville’s	
  observaCon	
  [1835]	
  
–  Tunnel	
  effect	
  (Hirschman	
  1973;	
  same	
  context	
  for	
  
equal	
  opportunity	
  in	
  Alesina	
  and	
  La	
  Ferrara	
  2005,	
  
Alesina	
  and	
  Angeletos	
  2005)	
  
–  The	
  POUM	
  hypothesis	
  (Bénadou	
  and	
  Ok	
  2001;	
  Bossi	
  
and	
  Gamus	
  2013)	
  
Recent	
  Trends	
  in	
  Income	
  DistribuCon	
  
in	
  South	
  Korea	
  
1997
Financial crisis
0.27
0.26
0.32 (2009)
0.31
0.28
.22
.24
.26
.28
.3
.32
.34
1990 1995 2000 2005 2010 2015
Before tax After tax
Income Inequality in Korea: Gini Coefficient,1990-2013
3.3
4.67
5.02
(2009)
2.2
2.53
1997
2
3
4
5
1990 1995 2000 2005 2010 2015
P90/P10 Income Ratio P80/P20 Income Ratio
Household Monthly Income Before Taxes and Trasfers: 1990-2013
Income inequality: p90/p10 ratio and p80/p20 ratio
52%	
  
62%	
  
28%	
  
115%	
  
67%	
  
50%	
  
1990-­‐2013	
   1990-­‐1997	
   1998-­‐2013	
  
Bonom	
  10%	
   Top	
  10%	
  
Before	
  Financial	
  Crisis	
   Aoer	
  Financial	
  Crisis	
  
Income	
  Growth	
  of	
  the	
  Top	
  and	
  the	
  Bonom	
  10%	
  
(Monthly	
  household	
  income	
  adjusted	
  to	
  family	
  size)	
  	
  
47.2	
  
40.2	
  
35.3	
   34.4	
  
72.6	
  
69.7	
  
65	
  
63.7	
  
53.4	
  
51.2	
  
46.5	
   45.4	
  
1996	
   2000	
   2006	
   2010	
  
The	
  Middle	
  Class:	
  1996-­‐2010	
  
Size	
  of	
  the	
  middle	
  class	
  	
  
(all	
  income	
  sources)	
  
Size	
  of	
  the	
  middle	
  class	
  	
  
(labor	
  income	
  only)	
  
Income	
  share	
  of	
  	
  
the	
  middle	
  class	
  	
  
(labor	
  income	
  only)	
  
62	
  
67	
  
93	
   90	
  
1995	
   2000	
   2003	
   2009	
  
“Income	
  DistribuCon	
  is	
  Unequal.”	
  	
  
(%	
  Respondents)	
  
28.4	
  
46.7	
  
24.7	
  
29.1	
  
57.9	
  
13.9	
  
Likely	
   Unlikely	
   Don't	
  Know	
  
2006	
   2013	
  
Prospect	
  of	
  Own	
  Social	
  Mobility:	
  2006-­‐2013	
  	
  
(Head	
  of	
  Household)	
  
Empirical	
  Evidence	
  in	
  Other	
  Countries	
  
•  USA	
  (Alesina	
  and	
  La	
  Ferrara	
  2005;	
  Alesina	
  and	
  
Angeletos	
  2005;	
  Margalit	
  2013)	
  	
  
•  Russia	
  (Ravallion	
  and	
  Lokshin	
  2000)	
  
•  Hungary	
  (Tóth	
  2003;	
  Molnár	
  and	
  Kapitány	
  2006)	
  
•  Germany	
  (Rainer	
  and	
  Siedler	
  2008)	
  
•  Japan	
  (Ohtake	
  and	
  Tomioka	
  2004)	
  
•  Western	
  European	
  countries	
  (Cusack,	
  Iversen	
  and	
  
Rehm	
  2006;	
  Guillaud	
  2013	
  )	
  
•  LaCn	
  American	
  countries	
  (Gaviria,	
  Graham,	
  and	
  
Braido	
  2007)	
  
Empirical	
  Test	
  
•  Data:	
  2009	
  Korean	
  General	
  Social	
  Survey	
  
–  Cross-­‐secConal	
  survey	
  data	
  with	
  n=1,535.	
  
•  Dependent	
  variable	
  
–  Role	
  of	
  government	
  in	
  reducing	
  income	
  inequality	
  
between	
  the	
  rich	
  and	
  the	
  poor	
  	
  on	
  a	
  three-­‐point	
  scale	
  
•  Empirical	
  model	
  
–  Ordered	
  probit	
  regression	
  
–  Exp(e)=0	
  and	
  Var(e)=1.	
  
Independent	
  Variables	
  
•  Intra-­‐generaConal	
  mobility	
  
–  Prospect	
  of	
  personal	
  finance	
  of	
  R’s	
  household	
  in	
  ten	
  years	
  
–  Past	
  experience	
  of	
  personal	
  income	
  mobility	
  
–  Equal	
  opportunity	
  of	
  the	
  society	
  
•  Inter-­‐generaConal	
  mobility	
  (Pikeny	
  1995)	
  
–  EducaConal	
  mobility	
  (objecCve)	
  
–  Income	
  mobility	
  (subjecCve)	
  
–  OccupaConal	
  mobility	
  (subjecCve)	
  
Control	
  Variables	
  
•  Household	
  income	
  (in	
  natural	
  log,	
  equalized)	
  
•  SubjecCve	
  income	
  group	
  
•  PercepCons	
  of	
  the	
  income	
  gap	
  between	
  the	
  rich	
  and	
  the	
  
poor	
  
•  PoliCcal	
  ideology	
  (conservaCve	
  to	
  liberal)	
  
•  Employment	
  status	
  (temporary,	
  unemployed,	
  reCred,	
  
not	
  in	
  labor	
  market;	
  regular	
  workers	
  =	
  reference	
  group)	
  
•  Demographic	
  factors:	
  educaConal	
  anainment,	
  age,	
  
gender,	
  and	
  marital	
  status	
  
DescripCve	
  StaCsCcs	
  
1.97
8.32
14.94
46.26
28.51
0
10
20
30
40
50
%
0 Strongly Disagree Disagree Neither Agree Strongly Agree
Support for Redistribution
12.48
28.96
39.33
16.68
2.56
0
10
20
30
40
50
%
Far below Below Average Above Far above
A. Subjective income
1.8
8.47
31.87
45.87
12
0
10
20
30
40
50
%
Much Worse Worse Same Better Much Better
B. Income prospect in 10 years
9.03
22.89
44.15
21.91
2.03
0
10
20
30
40
50
%
Much Worse Worse Same Better Much Better
C. Income change in the past
1.2 1.2
2.2
10.5 9.8
12.9
15.414.6
11.311.7
4.2
3.2
1.8
0
5
10
15
20
%
2.5
1 Unequal
Equal 1.5
D. Equal opportunity index
Distribution of Independent Variables
Effects	
  of	
  SubjecCve	
  and	
  ObjecCve	
  Income	
  	
  
on	
  AXtude	
  towards	
  RedistribuCon	
  
(1)	
   (2)	
  
Income	
  (log)	
   -­‐.007	
   .027	
  
(.053)	
   (.058)	
  
SubjecCve	
  income	
  	
   -­‐.070	
  
(.047)	
  
Control	
  variables	
   Yes	
   Yes	
  
N	
   1405	
   1397	
  
Log	
  likelihood	
   -­‐1007.029	
   -­‐1002.243	
  
Note:	
  Dependent	
  variable	
  is	
  support	
  for	
  the	
  role	
  of	
  government	
  in	
  reducing	
  income	
  
gap	
  between	
  the	
  rich	
  and	
  the	
  poor.	
  Robust	
  standard	
  errors	
  in	
  parentheses;	
  *p<0.10;	
  
**p<0.05;	
  ***p<0.01.	
  	
  
Effect	
  of	
  Upward	
  Social	
  Mobility	
  	
  
on	
  Demand	
  for	
  RedistribuCon	
  
(1)	
   (2)	
   (3)	
   (4)	
  
Income	
  (log)	
   .036	
   .027	
   .013	
   .021	
  
(.059)	
   (.058)	
   (.059)	
   (.059)	
  
SubjecCve	
  income	
  	
   -­‐.060	
   -­‐.046	
   -­‐.052	
   -­‐.045	
  
(.048)	
   (.051)	
   (.047)	
   (.048)	
  
Income	
  prospect	
   -­‐.096**	
   	
  
	
   	
  
	
   -­‐.083*	
  
	
  	
   (.047)	
   	
  
	
   	
  
	
   (.047)	
  
Past	
  income	
  changes	
   	
  
	
   -­‐.060	
   	
  
	
   	
  
	
  
	
  	
   	
  
	
   (.043)	
   	
  
	
   	
  
	
  
Equal	
  opportunity	
   	
  
	
   	
  
	
   .329***	
   .323***	
  
(.077)	
   (.078)	
  
Control	
  variables	
   Yes	
   Yes	
   Yes	
   Yes	
  
N	
   1377	
   1394	
   1391	
   1371	
  
Log	
  likelihood	
   -­‐985	
   -­‐999	
   -­‐988	
   -­‐972	
  
Note:	
  Robust	
  standard	
  errors	
  in	
  parentheses;	
  *p<0.10;	
  **p<0.05;	
  ***p<0.01.	
  
SubstanCve	
  Effects:	
  Pr(Agree|X)	
  	
  
(1)	
   (2)	
  
Marginal	
  Effect	
   Min	
  to	
  Max	
  
Prospect	
  of	
  income	
   -­‐.03	
   -­‐.12	
  
Changes	
  of	
  income	
  in	
  the	
  past	
   -­‐.02	
   -­‐.08	
  
Equal	
  opportunity	
   .1	
   .24	
  
Effect	
  of	
  Income	
  Prospect	
  on	
  Pr(Agree|X)	
  
0.6	
  
0.7	
  
0.8	
  
0.9	
  
Much	
  
worse	
  
Worse	
   Same	
   Bener	
   Much	
  
Bener	
  
Far	
  below	
  average	
  
Below	
  average	
  
Average	
  
Above	
  average	
  
Far	
  above	
  average	
  
Effect	
  of	
  Equal	
  Opportunity	
  on	
  Pr(Agree|X)	
  
0.5	
  
0.6	
  
0.7	
  
0.8	
  
0.9	
  
Equal	
   Unequal	
  
Far	
  below	
  average	
  
Below	
  average	
  
Average	
  
Above	
  average	
  
Far	
  above	
  average	
  
Effect	
  of	
  POUM	
  on	
  aXtude	
  towards	
  redistribuCon	
  II	
  
Effects	
  of	
  intergeneraConal	
  mobility	
  
	
  	
   (1)	
   (2)	
   (3)	
  
Socioeconomic	
  mobility	
   0.025	
  
	
  	
   (0.020)	
  
EducaConal	
  mobility	
   -­‐0.030	
  
	
  	
   (0.038)	
  
OccupaConal	
  mobility	
   -­‐0.014	
  
	
  	
   (0.035)	
  
Control	
   Yes	
   Yes	
   Yes	
  
N	
   1396	
   1301	
   1258	
  
Log	
  likelihood	
   -­‐999.498	
   -­‐920.671	
   -­‐887.760	
  
Note:	
  Dependent	
  variable	
  is	
  support	
  for	
  the	
  role	
  of	
  government	
  in	
  reducing	
  income	
  
gap	
  between	
  the	
  rich	
  and	
  the	
  poor.	
  Robust	
  standard	
  errors	
  in	
  parentheses;	
  
*p<0.10;	
  **p<0.05;	
  ***p<0.01.	
  	
  
Conclusion	
  
•  Findings	
  support	
  the	
  POUM	
  hypothesis	
  in	
  Korea.	
  
–  The	
  demand	
  for	
  redistribuCon	
  depends	
  on	
  the	
  prospect	
  of	
  
personal	
  income	
  and	
  general	
  percepCon	
  of	
  equal	
  
opportunity.	
  	
  
–  Experience	
  of	
  intra-­‐	
  and	
  inter-­‐generaConal	
  mobility	
  has	
  no	
  
impact.	
  	
  
–  Current	
  uClity	
  (both	
  objecCve	
  and	
  subjecCve)	
  has	
  no	
  
impact.	
  	
  
•  The	
  recent	
  trends	
  of	
  income	
  inequality,	
  income	
  
polarizaCon,	
  and	
  diminishing	
  upward	
  social	
  mobility	
  
seem	
  worrisome.	
  
ImplicaCons	
  
•  PoliCcal	
  responses	
  to	
  the	
  increased	
  demand	
  for	
  
redistribuCon	
  may	
  encourage	
  campaign	
  pledges	
  
without	
  accountability	
  and	
  sound	
  fiscal	
  
management	
  plans.	
  
•  Developing	
  welfare	
  state	
  should	
  be	
  simultaneously	
  
implemented	
  with	
  developing	
  other	
  means	
  to	
  
encourage	
  upward	
  social	
  mobility.	
  	
  
LimitaCons	
  and	
  Future	
  DirecCon	
  
•  Cross-­‐secConal	
  analysis	
  does	
  not	
  take	
  into	
  account	
  
idiosyncraCc	
  heterogeneity	
  across	
  individuals.	
  
•  A	
  longitudinal	
  study	
  must	
  be	
  considered.	
  	
  
Thank	
  you.	
  

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2014 PMRC

  • 1. Explaining  the  Surge  of  Demand  for  Social  Services   in  South  Korea:  Tes;ng  the  Prospect  of  Upward   Mobility  Hypothesis     Soomi  Lee   University  of  La  Verne   California,  USA     Prepared  for  PMRC   June  30,  2014   Seoul,  Korea    
  • 2. MoCvaCon   •  A  recent  substanCal  growth  of  the  demand  for   redistribuCon  and  social  services  in  South  Korea.   •  Subsequent  development  of  welfare  poliCcs   –  A  debate,  sparked  in  2011,  over  the  free  lunch  for  all   elementary  school  students  in  Seoul.     –  The  2012  presidenCal  elecCon,  described  as  “a  game   of  welfare  one-­‐upmanship”  (The  Economist  2013).  
  • 3. •  What  explains  this  substanCal  growth  of  the   demand  for  redistribuCon  and  the  subsequent   emerging  welfare  poliCcs  in  Korea?   •  Upon  observing  the  recent  trends  of   increasing  income  inequality  and  declining   social  mobility,  I  test  the  prospect  of  upward   mobility  hypothesis  in  the  context  of  South   Korea.  
  • 4. No  class  effect  in  Korea   Current  literature  on  welfare  aXtudes  in  Korea   •  “Inconsistency  between  self-­‐interest  (class)  and   preference  for  redistribuCon”   – No  social  class  division  in  welfare  poliCcs.   – Social  welfare  and  sociology  literature  (Kim  1999;   Lee  2002;  Joo  and  Baek  2008;  Kim  and  Yeo  2011;   Woo  and  Nam  2014)  
  • 5. Why?   •  Underdeveloped  welfare  system  (Woo  and  Nam   2014)  à  an  o^and  and  ad-­‐hoc  interpretaCon   •  Need  to  go  beyond  class  and  consider  variaCons  in   personal  resources  and  welfare  status  (An  2009).     •  Problem:  a  lack  of  theoreCcal  grounds  
  • 6. Theories  of  AXtude  towards   RedistribuCon   •  Consider  current  uClity   –  Meltzer-­‐Richard  hypothesis  (1981)   •  Consider  future  uClity     –  Tocqueville’s  observaCon  [1835]   –  Tunnel  effect  (Hirschman  1973;  same  context  for   equal  opportunity  in  Alesina  and  La  Ferrara  2005,   Alesina  and  Angeletos  2005)   –  The  POUM  hypothesis  (Bénadou  and  Ok  2001;  Bossi   and  Gamus  2013)  
  • 7. Recent  Trends  in  Income  DistribuCon   in  South  Korea  
  • 8. 1997 Financial crisis 0.27 0.26 0.32 (2009) 0.31 0.28 .22 .24 .26 .28 .3 .32 .34 1990 1995 2000 2005 2010 2015 Before tax After tax Income Inequality in Korea: Gini Coefficient,1990-2013
  • 9. 3.3 4.67 5.02 (2009) 2.2 2.53 1997 2 3 4 5 1990 1995 2000 2005 2010 2015 P90/P10 Income Ratio P80/P20 Income Ratio Household Monthly Income Before Taxes and Trasfers: 1990-2013 Income inequality: p90/p10 ratio and p80/p20 ratio
  • 10. 52%   62%   28%   115%   67%   50%   1990-­‐2013   1990-­‐1997   1998-­‐2013   Bonom  10%   Top  10%   Before  Financial  Crisis   Aoer  Financial  Crisis   Income  Growth  of  the  Top  and  the  Bonom  10%   (Monthly  household  income  adjusted  to  family  size)    
  • 11. 47.2   40.2   35.3   34.4   72.6   69.7   65   63.7   53.4   51.2   46.5   45.4   1996   2000   2006   2010   The  Middle  Class:  1996-­‐2010   Size  of  the  middle  class     (all  income  sources)   Size  of  the  middle  class     (labor  income  only)   Income  share  of     the  middle  class     (labor  income  only)  
  • 12. 62   67   93   90   1995   2000   2003   2009   “Income  DistribuCon  is  Unequal.”     (%  Respondents)  
  • 13. 28.4   46.7   24.7   29.1   57.9   13.9   Likely   Unlikely   Don't  Know   2006   2013   Prospect  of  Own  Social  Mobility:  2006-­‐2013     (Head  of  Household)  
  • 14. Empirical  Evidence  in  Other  Countries   •  USA  (Alesina  and  La  Ferrara  2005;  Alesina  and   Angeletos  2005;  Margalit  2013)     •  Russia  (Ravallion  and  Lokshin  2000)   •  Hungary  (Tóth  2003;  Molnár  and  Kapitány  2006)   •  Germany  (Rainer  and  Siedler  2008)   •  Japan  (Ohtake  and  Tomioka  2004)   •  Western  European  countries  (Cusack,  Iversen  and   Rehm  2006;  Guillaud  2013  )   •  LaCn  American  countries  (Gaviria,  Graham,  and   Braido  2007)  
  • 15. Empirical  Test   •  Data:  2009  Korean  General  Social  Survey   –  Cross-­‐secConal  survey  data  with  n=1,535.   •  Dependent  variable   –  Role  of  government  in  reducing  income  inequality   between  the  rich  and  the  poor    on  a  three-­‐point  scale   •  Empirical  model   –  Ordered  probit  regression   –  Exp(e)=0  and  Var(e)=1.  
  • 16. Independent  Variables   •  Intra-­‐generaConal  mobility   –  Prospect  of  personal  finance  of  R’s  household  in  ten  years   –  Past  experience  of  personal  income  mobility   –  Equal  opportunity  of  the  society   •  Inter-­‐generaConal  mobility  (Pikeny  1995)   –  EducaConal  mobility  (objecCve)   –  Income  mobility  (subjecCve)   –  OccupaConal  mobility  (subjecCve)  
  • 17. Control  Variables   •  Household  income  (in  natural  log,  equalized)   •  SubjecCve  income  group   •  PercepCons  of  the  income  gap  between  the  rich  and  the   poor   •  PoliCcal  ideology  (conservaCve  to  liberal)   •  Employment  status  (temporary,  unemployed,  reCred,   not  in  labor  market;  regular  workers  =  reference  group)   •  Demographic  factors:  educaConal  anainment,  age,   gender,  and  marital  status  
  • 18. DescripCve  StaCsCcs   1.97 8.32 14.94 46.26 28.51 0 10 20 30 40 50 % 0 Strongly Disagree Disagree Neither Agree Strongly Agree Support for Redistribution
  • 19. 12.48 28.96 39.33 16.68 2.56 0 10 20 30 40 50 % Far below Below Average Above Far above A. Subjective income 1.8 8.47 31.87 45.87 12 0 10 20 30 40 50 % Much Worse Worse Same Better Much Better B. Income prospect in 10 years 9.03 22.89 44.15 21.91 2.03 0 10 20 30 40 50 % Much Worse Worse Same Better Much Better C. Income change in the past 1.2 1.2 2.2 10.5 9.8 12.9 15.414.6 11.311.7 4.2 3.2 1.8 0 5 10 15 20 % 2.5 1 Unequal Equal 1.5 D. Equal opportunity index Distribution of Independent Variables
  • 20. Effects  of  SubjecCve  and  ObjecCve  Income     on  AXtude  towards  RedistribuCon   (1)   (2)   Income  (log)   -­‐.007   .027   (.053)   (.058)   SubjecCve  income     -­‐.070   (.047)   Control  variables   Yes   Yes   N   1405   1397   Log  likelihood   -­‐1007.029   -­‐1002.243   Note:  Dependent  variable  is  support  for  the  role  of  government  in  reducing  income   gap  between  the  rich  and  the  poor.  Robust  standard  errors  in  parentheses;  *p<0.10;   **p<0.05;  ***p<0.01.    
  • 21. Effect  of  Upward  Social  Mobility     on  Demand  for  RedistribuCon   (1)   (2)   (3)   (4)   Income  (log)   .036   .027   .013   .021   (.059)   (.058)   (.059)   (.059)   SubjecCve  income     -­‐.060   -­‐.046   -­‐.052   -­‐.045   (.048)   (.051)   (.047)   (.048)   Income  prospect   -­‐.096**           -­‐.083*       (.047)           (.047)   Past  income  changes       -­‐.060                   (.043)           Equal  opportunity           .329***   .323***   (.077)   (.078)   Control  variables   Yes   Yes   Yes   Yes   N   1377   1394   1391   1371   Log  likelihood   -­‐985   -­‐999   -­‐988   -­‐972   Note:  Robust  standard  errors  in  parentheses;  *p<0.10;  **p<0.05;  ***p<0.01.  
  • 22. SubstanCve  Effects:  Pr(Agree|X)     (1)   (2)   Marginal  Effect   Min  to  Max   Prospect  of  income   -­‐.03   -­‐.12   Changes  of  income  in  the  past   -­‐.02   -­‐.08   Equal  opportunity   .1   .24  
  • 23. Effect  of  Income  Prospect  on  Pr(Agree|X)   0.6   0.7   0.8   0.9   Much   worse   Worse   Same   Bener   Much   Bener   Far  below  average   Below  average   Average   Above  average   Far  above  average  
  • 24. Effect  of  Equal  Opportunity  on  Pr(Agree|X)   0.5   0.6   0.7   0.8   0.9   Equal   Unequal   Far  below  average   Below  average   Average   Above  average   Far  above  average  
  • 25. Effect  of  POUM  on  aXtude  towards  redistribuCon  II   Effects  of  intergeneraConal  mobility       (1)   (2)   (3)   Socioeconomic  mobility   0.025       (0.020)   EducaConal  mobility   -­‐0.030       (0.038)   OccupaConal  mobility   -­‐0.014       (0.035)   Control   Yes   Yes   Yes   N   1396   1301   1258   Log  likelihood   -­‐999.498   -­‐920.671   -­‐887.760   Note:  Dependent  variable  is  support  for  the  role  of  government  in  reducing  income   gap  between  the  rich  and  the  poor.  Robust  standard  errors  in  parentheses;   *p<0.10;  **p<0.05;  ***p<0.01.    
  • 26. Conclusion   •  Findings  support  the  POUM  hypothesis  in  Korea.   –  The  demand  for  redistribuCon  depends  on  the  prospect  of   personal  income  and  general  percepCon  of  equal   opportunity.     –  Experience  of  intra-­‐  and  inter-­‐generaConal  mobility  has  no   impact.     –  Current  uClity  (both  objecCve  and  subjecCve)  has  no   impact.     •  The  recent  trends  of  income  inequality,  income   polarizaCon,  and  diminishing  upward  social  mobility   seem  worrisome.  
  • 27. ImplicaCons   •  PoliCcal  responses  to  the  increased  demand  for   redistribuCon  may  encourage  campaign  pledges   without  accountability  and  sound  fiscal   management  plans.   •  Developing  welfare  state  should  be  simultaneously   implemented  with  developing  other  means  to   encourage  upward  social  mobility.    
  • 28. LimitaCons  and  Future  DirecCon   •  Cross-­‐secConal  analysis  does  not  take  into  account   idiosyncraCc  heterogeneity  across  individuals.   •  A  longitudinal  study  must  be  considered.