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In need for policies and tools - new
modeling approach for demographic
challenges
10th Demographic Conference of "Young
Demographers“
Artur Rutkowski
Motivation:
• Demography is a challenge for pension systems
• Increase in savings is required
• Governments introduce costly policies to boost
savings
• Are they worth it?
• Standard tools not enough to answer…
• …because they assume full rationality
2
Contribution:
• We go beyond full rationality…
• Enriched framework for modelling savings
decisions
3
Plan
• Why demography is a challenge for pension
systems?
• Standard model with fully rational agents only
• Data on behavior – are people rational?
• Our contribution – Imperfect Rationality
introduced
• Instrument evaluation (standard vs enriched
framework)
4
Plan
5
• Why demography is a challenge for pension
systems?
• Standard model with fully rational agents only
• Data on behavior – are people rational?
• Our contribution – Imperfect Rationality
introduced
• Instrument evaluation (standard vs enriched
framework)
Why demography is a challenge?
6
Why demography is a challenge?
7
0%
10%
20%
30%
40%
50%
60%
70%
80%
Year
Share of pensioners whose pension benefit will
not exceed minimal
Statutory retirement age 60/65
Statutory retirement age 61/66
Statutory retirement age 67 for
both sexes
Plan
8
• Why demography is a challenge for pension
systems?
• Standard model with fully rational agents only
• Data on behavior – are people rational?
• Our contribution – Imperfect Rationality
introduced
• Instrument evaluation (standard vs enriched
framework)
Model:
9
• Overlapping Generations Model – economy
driven by demographics:
– Fertility
– Longevity
• General Equilibrium
• Firms
• Government
• Agents
Model:
10
• Overlapping Generations Model – economy
driven by demographics:
– Fertility
– Longevity
• General Equilibrium
• Firms
• Government
• Agents
Fully rational agents
11
• Agents maximize lifetime utility
• Smooth consumption
• Savings decision
– Wage
– Pension benefits
– Taxes
– Interest rate
– Impatience
– Mortality
Fully rational agents
12
• Agents maximize lifetime utility
• Smooth consumption
• Savings decision
– Wage
– Pension benefits
– Taxes
– Interest rate
– Impatience
– Mortality
Fully rational agents
13
• Agents maximize lifetime utility
• Smooth consumption
• Savings decision
– Wage
– Pension benefits
– Taxes
– Interest rate
– Impatience
– Mortality
Fully rational agents: smooth consumption
14
0%
20%
40%
60%
80%
100%
120%
20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100
Consumption(%ofcons@21y/o)
Age
Consumption
Fully rational agents
15
0
1
2
3
4
5
6
7
20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100
Savings
Age
Private savings
Fully rational agents
16
0
1
2
3
4
5
6
7
20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100
Savings
Age
Private savings
Instrument
Fully rational agents
17
0
1
2
3
4
5
6
7
20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100
Savings
Age
Private savings
Instrument
Sum
Fully rational agents
18
0
1
2
3
4
5
6
7
20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100
Savings
Age
Sum
Fully rational agents
19
0
1
2
3
4
5
6
7
20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100
Savings
Age
Sum
Private
savings
Plan
• Why demography is a challenge for pension
systems?
• Toy model with fully rational agents only
• Data on behavior – are people rational?
• Our contribution – Imperfect Rationality
introduced
• Instrument evolution (standard vs enriched
framework)
20
Are people “fully rational”?
• Well, not everybody.
• Myck, Lachowska (2018)
– Fully Rational: people with collage education
• Tyros at al. (2019)
– None among less affluent households
• So what about others?
21
Plan
• Why demography is a challenge for pension
systems?
• Toy model with fully rational agents only
• Data on behavior – are people rational?
• Our contribution – Imperfect Rationality
introduced
• Instrument evolution (standard vs enriched
framework)
22
Enriched modelling framework
• Imperfect Rationality introduced:
– Time inconsistency (TI)
– Adaptive learners (AL)
– Financial illiteracy (FI)
– Hands-to-Mouth (HTM)
23
Enriched modelling framework
• Imperfect Rationality introduced:
– Time inconsistency (TI)
– Adaptive learners (AL)
– Financial illiteracy (FI)
– Hands-to-Mouth (HTM)
24
Enriched modelling framework
• Imperfect Rationality introduced:
– Time inconsistency (TI)
– Adaptive learners (AL)
– Financial illiteracy (FI)
– Hands-to-Mouth (HTM)
25
Enriched modelling framework
• Imperfect Rationality introduced:
– Time inconsistency (TI)
– Adaptive learners (AL)
– Financial illiteracy (FI)
– Hands-to-Mouth (HTM)
26
Enriched modelling framework
• Imperfect Rationality introduced:
– Time inconsistency (TI)
– Adaptive learners (AL)
– Financial illiteracy (FI)
– Hands-to-Mouth (HTM)
27
Plan
• Why demography is a challenge for pension
systems?
• Standard model with fully rational agents only
• Data on behavior – are people rational?
• Our contribution – Imperfect Rationality
introduced
• Instrument evolution (standard vs enriched
framework)
28
Standard framework – welfare analysis
29
-0.7%
-0.6%
-0.5%
-0.4%
-0.3%
-0.2%
-0.1%
0.0%
0.1%
0.2%
0.3%
0.4%
1919 1939 1959 1979 1999 2019 2039 2059 2079
%oflifetimeconsumption
Birth year
Fully Rational
Enriched framework – welfare analysis
30
-1.4%
-1.2%
-1.0%
-0.8%
-0.6%
-0.4%
-0.2%
0.0%
0.2%
0.4%
0.6%
1919 1939 1959 1979 1999 2019 2039 2059 2079 2099
%oflifetimeconsumption
Birth year
Fully Rational
Enriched framework – welfare analysis
31
-1.4%
-1.2%
-1.0%
-0.8%
-0.6%
-0.4%
-0.2%
0.0%
0.2%
0.4%
0.6%
0.8%
1920 1940 1960 1980 2000 2020 2040 2060 2080
%oflifetimeconsumption
Birth year
Fully Rational
Time Inconsistent
Enriched framework – welfare analysis
32
-1.4%
-1.2%
-1.0%
-0.8%
-0.6%
-0.4%
-0.2%
0.0%
0.2%
0.4%
0.6%
0.8%
1919 1939 1959 1979 1999 2019 2039 2059 2079 2099
%oflifetimeconsumption
Birth year
Fully Rational
Time Inconsistent
Adaptive Learners
Enriched framework – welfare analysis
33
-2.0%
-1.0%
0.0%
1.0%
2.0%
3.0%
4.0%
5.0%
6.0%
7.0%
8.0%
1919 1939 1959 1979 1999 2019 2039 2059 2079 2099
%oflifetimeconsumption
Birth year
Fully Rational
Time Inconsistent
Adaptive Learners
Finacially Illiterate
Enriched framework – welfare analysis
34
-5.0%
0.0%
5.0%
10.0%
15.0%
20.0%
25.0%
30.0%
35.0%
40.0%
45.0%
50.0%
1919 1939 1959 1979 1999 2019 2039 2059 2079 2099
%oflifetimeconsumption
Birth year
Fully Rational
Time Inconsistent
Adaptive Learners
Finacially Illiterate
Hands to Mouth
Enriched vs standard framework
35
Standard
Framework
Enriched
framework
Fully Rational 0.08% -0.90%
Time Inconsistent -0.45%
Adaptive Learners -0.61%
Financially Illiterate 5.01%
Hands to Mouth 32.54%
Total change of welfare: 0.08% 7.12%
Enriched vs standard framework
36
Standard
Framework
Enriched
framework
Fully Rational 0.08% -0.90%
Time Inconsistent -0.45%
Adaptive Learners -0.61%
Financially Illiterate 5.01%
Hands to Mouth 32.54%
Total change of welfare: 0.08% 7.12%
Fundacja Adeptów i Miłośników Ekonomii
Group for Research in APplied Economics
w | grape.org.pl
e | grape@grape.org.pl
t | 799 012 202
tt | GRAPE_ORG
fb | GRAPE.ORG

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The evaluation of public policies aiming at boosting private savings

  • 1. In need for policies and tools - new modeling approach for demographic challenges 10th Demographic Conference of "Young Demographers“ Artur Rutkowski
  • 2. Motivation: • Demography is a challenge for pension systems • Increase in savings is required • Governments introduce costly policies to boost savings • Are they worth it? • Standard tools not enough to answer… • …because they assume full rationality 2
  • 3. Contribution: • We go beyond full rationality… • Enriched framework for modelling savings decisions 3
  • 4. Plan • Why demography is a challenge for pension systems? • Standard model with fully rational agents only • Data on behavior – are people rational? • Our contribution – Imperfect Rationality introduced • Instrument evaluation (standard vs enriched framework) 4
  • 5. Plan 5 • Why demography is a challenge for pension systems? • Standard model with fully rational agents only • Data on behavior – are people rational? • Our contribution – Imperfect Rationality introduced • Instrument evaluation (standard vs enriched framework)
  • 6. Why demography is a challenge? 6
  • 7. Why demography is a challenge? 7 0% 10% 20% 30% 40% 50% 60% 70% 80% Year Share of pensioners whose pension benefit will not exceed minimal Statutory retirement age 60/65 Statutory retirement age 61/66 Statutory retirement age 67 for both sexes
  • 8. Plan 8 • Why demography is a challenge for pension systems? • Standard model with fully rational agents only • Data on behavior – are people rational? • Our contribution – Imperfect Rationality introduced • Instrument evaluation (standard vs enriched framework)
  • 9. Model: 9 • Overlapping Generations Model – economy driven by demographics: – Fertility – Longevity • General Equilibrium • Firms • Government • Agents
  • 10. Model: 10 • Overlapping Generations Model – economy driven by demographics: – Fertility – Longevity • General Equilibrium • Firms • Government • Agents
  • 11. Fully rational agents 11 • Agents maximize lifetime utility • Smooth consumption • Savings decision – Wage – Pension benefits – Taxes – Interest rate – Impatience – Mortality
  • 12. Fully rational agents 12 • Agents maximize lifetime utility • Smooth consumption • Savings decision – Wage – Pension benefits – Taxes – Interest rate – Impatience – Mortality
  • 13. Fully rational agents 13 • Agents maximize lifetime utility • Smooth consumption • Savings decision – Wage – Pension benefits – Taxes – Interest rate – Impatience – Mortality
  • 14. Fully rational agents: smooth consumption 14 0% 20% 40% 60% 80% 100% 120% 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Consumption(%ofcons@21y/o) Age Consumption
  • 15. Fully rational agents 15 0 1 2 3 4 5 6 7 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Savings Age Private savings
  • 16. Fully rational agents 16 0 1 2 3 4 5 6 7 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Savings Age Private savings Instrument
  • 17. Fully rational agents 17 0 1 2 3 4 5 6 7 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Savings Age Private savings Instrument Sum
  • 18. Fully rational agents 18 0 1 2 3 4 5 6 7 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Savings Age Sum
  • 19. Fully rational agents 19 0 1 2 3 4 5 6 7 20 25 30 35 40 45 50 55 60 65 70 75 80 85 90 95 100 Savings Age Sum Private savings
  • 20. Plan • Why demography is a challenge for pension systems? • Toy model with fully rational agents only • Data on behavior – are people rational? • Our contribution – Imperfect Rationality introduced • Instrument evolution (standard vs enriched framework) 20
  • 21. Are people “fully rational”? • Well, not everybody. • Myck, Lachowska (2018) – Fully Rational: people with collage education • Tyros at al. (2019) – None among less affluent households • So what about others? 21
  • 22. Plan • Why demography is a challenge for pension systems? • Toy model with fully rational agents only • Data on behavior – are people rational? • Our contribution – Imperfect Rationality introduced • Instrument evolution (standard vs enriched framework) 22
  • 23. Enriched modelling framework • Imperfect Rationality introduced: – Time inconsistency (TI) – Adaptive learners (AL) – Financial illiteracy (FI) – Hands-to-Mouth (HTM) 23
  • 24. Enriched modelling framework • Imperfect Rationality introduced: – Time inconsistency (TI) – Adaptive learners (AL) – Financial illiteracy (FI) – Hands-to-Mouth (HTM) 24
  • 25. Enriched modelling framework • Imperfect Rationality introduced: – Time inconsistency (TI) – Adaptive learners (AL) – Financial illiteracy (FI) – Hands-to-Mouth (HTM) 25
  • 26. Enriched modelling framework • Imperfect Rationality introduced: – Time inconsistency (TI) – Adaptive learners (AL) – Financial illiteracy (FI) – Hands-to-Mouth (HTM) 26
  • 27. Enriched modelling framework • Imperfect Rationality introduced: – Time inconsistency (TI) – Adaptive learners (AL) – Financial illiteracy (FI) – Hands-to-Mouth (HTM) 27
  • 28. Plan • Why demography is a challenge for pension systems? • Standard model with fully rational agents only • Data on behavior – are people rational? • Our contribution – Imperfect Rationality introduced • Instrument evolution (standard vs enriched framework) 28
  • 29. Standard framework – welfare analysis 29 -0.7% -0.6% -0.5% -0.4% -0.3% -0.2% -0.1% 0.0% 0.1% 0.2% 0.3% 0.4% 1919 1939 1959 1979 1999 2019 2039 2059 2079 %oflifetimeconsumption Birth year Fully Rational
  • 30. Enriched framework – welfare analysis 30 -1.4% -1.2% -1.0% -0.8% -0.6% -0.4% -0.2% 0.0% 0.2% 0.4% 0.6% 1919 1939 1959 1979 1999 2019 2039 2059 2079 2099 %oflifetimeconsumption Birth year Fully Rational
  • 31. Enriched framework – welfare analysis 31 -1.4% -1.2% -1.0% -0.8% -0.6% -0.4% -0.2% 0.0% 0.2% 0.4% 0.6% 0.8% 1920 1940 1960 1980 2000 2020 2040 2060 2080 %oflifetimeconsumption Birth year Fully Rational Time Inconsistent
  • 32. Enriched framework – welfare analysis 32 -1.4% -1.2% -1.0% -0.8% -0.6% -0.4% -0.2% 0.0% 0.2% 0.4% 0.6% 0.8% 1919 1939 1959 1979 1999 2019 2039 2059 2079 2099 %oflifetimeconsumption Birth year Fully Rational Time Inconsistent Adaptive Learners
  • 33. Enriched framework – welfare analysis 33 -2.0% -1.0% 0.0% 1.0% 2.0% 3.0% 4.0% 5.0% 6.0% 7.0% 8.0% 1919 1939 1959 1979 1999 2019 2039 2059 2079 2099 %oflifetimeconsumption Birth year Fully Rational Time Inconsistent Adaptive Learners Finacially Illiterate
  • 34. Enriched framework – welfare analysis 34 -5.0% 0.0% 5.0% 10.0% 15.0% 20.0% 25.0% 30.0% 35.0% 40.0% 45.0% 50.0% 1919 1939 1959 1979 1999 2019 2039 2059 2079 2099 %oflifetimeconsumption Birth year Fully Rational Time Inconsistent Adaptive Learners Finacially Illiterate Hands to Mouth
  • 35. Enriched vs standard framework 35 Standard Framework Enriched framework Fully Rational 0.08% -0.90% Time Inconsistent -0.45% Adaptive Learners -0.61% Financially Illiterate 5.01% Hands to Mouth 32.54% Total change of welfare: 0.08% 7.12%
  • 36. Enriched vs standard framework 36 Standard Framework Enriched framework Fully Rational 0.08% -0.90% Time Inconsistent -0.45% Adaptive Learners -0.61% Financially Illiterate 5.01% Hands to Mouth 32.54% Total change of welfare: 0.08% 7.12%
  • 37. Fundacja Adeptów i Miłośników Ekonomii Group for Research in APplied Economics w | grape.org.pl e | grape@grape.org.pl t | 799 012 202 tt | GRAPE_ORG fb | GRAPE.ORG