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Intergenerational Transfers, Aging, and the Economy. Andrew Mason University of Hawaii at Manoa & East-West Center. Three Features of our Societies Motivate the NTA Project. Changes in population age structure Large national, regional, and global changes Economic lifecycle - PowerPoint PPT Presentation
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NNational ational TTransfer ransfer AAccountsccounts11
Intergenerational Intergenerational Transfers, Aging, and Transfers, Aging, and
the Economythe Economy
Andrew MasonAndrew Mason
University of Hawaii at ManoaUniversity of Hawaii at Manoa
& East-West Center& East-West Center
National Transfer Accounts2
Three Features of our Societies Three Features of our Societies Motivate the NTA ProjectMotivate the NTA Project► Changes in population age structure Changes in population age structure
Large national, regional, and global changesLarge national, regional, and global changes► Economic lifecycle Economic lifecycle
Extended periods of dependencyExtended periods of dependency Many other aspects of economic behavior are Many other aspects of economic behavior are
age dependentage dependent► Complex and varied intergenerational Complex and varied intergenerational
economic systemseconomic systems Families, firms, markets, the state, and civil Families, firms, markets, the state, and civil
society all play a role. society all play a role. Important implications for poverty, economic Important implications for poverty, economic
growth, and generational equity.growth, and generational equity.
National Transfer Accounts3
Goals of the NTA ProjectGoals of the NTA Project
► Develop a system of economic accounts that Develop a system of economic accounts that quantifies intergenerational flows in a quantifies intergenerational flows in a comprehensive fashion. comprehensive fashion.
► Estimate the accounts with historical depth Estimate the accounts with historical depth for economies with different cultures, levels of for economies with different cultures, levels of development, economic systems and policies. development, economic systems and policies.
► Analyze and explainAnalyze and explain variation in the economic lifecycle and the variation in the economic lifecycle and the
intergenerational economic systems,intergenerational economic systems, macroeconomic effects of population aging,macroeconomic effects of population aging,
► Improve policy related to pensions, health Improve policy related to pensions, health care, education, and fertility.care, education, and fertility.
National Transfer Accounts4
OutlineOutline
I.I. Population Age StructurePopulation Age Structure
II.II. Economic LifecycleEconomic Lifecycle
III.III. Flows and Lifecycle WealthFlows and Lifecycle Wealth
IV.IV. NTA and Intergenerational SystemsNTA and Intergenerational Systems
National Transfer Accounts5
I. Population Age StructureI. Population Age Structure
►Population age structure is a feature of Population age structure is a feature of the demographic transitionthe demographic transition Very young populations due to high Very young populations due to high
fertility decline in infant and child fertility decline in infant and child mortality mortality
Large working-age share as large cohorts Large working-age share as large cohorts of children reached adulthoodof children reached adulthood
Old populations as old-age survival Old populations as old-age survival increased and fertility reached low levels.increased and fertility reached low levels.
National Transfer Accounts6
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
1950
25-59 more than half
Percentage of population under age 25 and 60+; bubble proportional to population.
Source: UN World Population Prospects, 2006.
Younger
National Transfer Accounts7
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
1960
National Transfer Accounts8
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
1970
Large birth cohorts become workers
National Transfer Accounts9
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
1980
National Transfer Accounts10
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
1990
National Transfer Accounts11
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
2000Pop Aging
National Transfer Accounts12
-10
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
2010
National Transfer Accounts13
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
2020
National Transfer Accounts14
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
2030
National Transfer Accounts15
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
2040
National Transfer Accounts16
0
10
20
30
40
0 10 20 30 40 50 60 70 80
Percent <25
Per
cen
t 60
+
25-59 more than half
2050Working ages declined
National Transfer Accounts17
II. The Economic LifecycleII. The Economic LifecyclePer Capita Consumption and ProductionPer Capita Consumption and Production
0
0.2
0.4
0.6
0.8
1
1.2
0 6 12 18 24 30 36 42 48 54 60 66 72 78 84 90
Rel
ativ
e to
lab
or
inco
me(
30-4
9)
Consumption
Labor Income
Note: Based on estimates for Costa Rica, Indonesia, Taiwan, and Thailand.
National Transfer Accounts18
Population Age Distribution, 2005
0
0.01
0.02
0.03
0.04
0 10 20 30 40 50 60 70 80 90 100
Pro
po
rtio
n
China
Kenya
Germany
3 Population Age 3 Population Age DistributionsDistributions
National Transfer Accounts19
Aggregate LifecycleAggregate LifecycleGermany, Aggregate C and Yl
0
0.002
0.004
0.006
0.008
0.01
0.012
0.014
0.016
0.018
0.02
0 10 20 30 40 50 60 70 80 90 100
Labor Income
Consumption
Kenya, Aggregate C and Yl
0
0.002
0.004
0.006
0.008
0.01
0.012
0.014
0.016
0 10 20 30 40 50 60 70 80 90 100
Labor Income
Consumption
• Based on per capita profile for developing countries weighted by UN estimates of 2005 age structure.
• Two features are of interest
• Overall dependency: Total difference between labor income and consumption.
• Direction of IG flows: Do flows to children or the elderly dominate?
National Transfer Accounts20
Lifecycle Deficit: Kenya 2005Lifecycle Deficit: Kenya 2005
• Intergenerational flows are heavily downward.
• Kenya’s LC surplus is much smaller than its deficit; extra consumption could be funded from asset income (or net transfers from the rest of the world). Impact on saving.
• Alternatively people could work more or consume less than in the standard profile. Difficult to balance without spending less on children. Impact on human capital.
-0.006
-0.004
-0.002
0
0.002
0.004
0.006
0.008
0.01
0.012
0.014
0 10 20 30 40 50 60 70 80 90 100
Kenya
National Transfer Accounts21
Lifecycle Deficit: Germany 2005Lifecycle Deficit: Germany 2005
-0.01
-0.008
-0.006
-0.004
-0.002
0
0.002
0.004
0.006
0 10 20 30 40 50 60 70 80 90 100
Germany
• Intergenerational flows in both directions are important.
• Germany’s surplus is slightly smaller than its deficit; extra consumption must be funded from asset income (or net transfers from the rest of the world).
• Alternatively people could work more or consume less than in the standard profile.
• Note that results will differ when per capita lifecycle for Germany is used.
National Transfer Accounts22
-0.006
-0.004
-0.002
0
0.002
0.004
0.006
0.008
0 10 20 30 40 50 60 70 80 90 100
Germany 2050
Future Lifecycle Deficit: Future Lifecycle Deficit: Germany 2050Germany 2050
• Intergenerational flows to elderly have increased relative to flows to the young.
• Germany’s overall deficit has grown to 10% of labor income. Almost as large as Kenya’s 2005 deficit.
• How this will influence the German economy and other aging societies will depend on the systems used to reallocate resources across generations.
National Transfer Accounts23
III. Flows and Lifecycle III. Flows and Lifecycle WealthWealth► Understanding the relationship between flows Understanding the relationship between flows
and wealth is very importantand wealth is very important Generational equity: What is the value of the IG Generational equity: What is the value of the IG
transfers we will receive from future generations as transfers we will receive from future generations as compared with the value of the IG transfers we will compared with the value of the IG transfers we will give to future generations?give to future generations?
Economic growth: One form of wealth is capital Economic growth: One form of wealth is capital which is a central element in economic growth. which is a central element in economic growth.
Fiscal sustainability: Implicit debt, a negative form Fiscal sustainability: Implicit debt, a negative form of wealth, is used to assess the sustainability of of wealth, is used to assess the sustainability of transfer programs (Generational Accounts, for transfer programs (Generational Accounts, for example).example).
National Transfer Accounts24
Flows and Lifecycle Wealth: Flows and Lifecycle Wealth: A simple thought experimentA simple thought experiment► Your granary receives 10 Your granary receives 10
metric tons of grain metric tons of grain every Fall.every Fall.
► You sell all of the grain, You sell all of the grain, at a constant rate, during at a constant rate, during the subsequent 12 the subsequent 12 months.months.
► What is the average What is the average stock of grain (wealth)?stock of grain (wealth)?
Answer: Annual flow X (Date sold – Date purchased) 10 tons/year X ½ year = 5 tons.
Source: Wikipedia.
National Transfer Accounts25
Flows and Wealth in NTAFlows and Wealth in NTA
►Under very special circumstances Under very special circumstances (golden rule growth), wealth for any (golden rule growth), wealth for any intergenerational flow is given by: intergenerational flow is given by:
►Wealth = Annual flow X (Mean age of Wealth = Annual flow X (Mean age of inflow – mean age of outflow)inflow – mean age of outflow)
►Form of wealth depends on IG systemForm of wealth depends on IG system Saving Saving real assets real assets Transfers Transfers transfer wealth (the present transfer wealth (the present
value of net transfers)value of net transfers)
National Transfer Accounts26
-0.015
-0.01
-0.005
0
0.005
0.01
0.015
0 10 20 30 40 50 60 70 80 90 100
10.6 41.9 79.1
Flows and Lifecycle Wealth: Flows and Lifecycle Wealth: Golden RuleGolden Rule
Downward flow implies LC debt of 0.130 X -31.3 years = -4.09 times total labor income
Upward flow implies LC wealth of 0.235 X 37.2 years = 8.76 times total labor income
Note: Calculation is based on assumption that mean age of outflows is the same for children and the elderly. This will not be the case in general.
Note. Flows as a share of aggregate labor income.
National Transfer Accounts27
Observations re Lifecycle Observations re Lifecycle WealthWealth► Lifecycle pension wealth includes Lifecycle pension wealth includes
Assets accumulated to fund retirement Assets accumulated to fund retirement Value of net transfers from future generations on which retirees Value of net transfers from future generations on which retirees
will relywill rely Bequests are treated separately.Bequests are treated separately.
► Child lifecycle wealth is value of net transfers received by Child lifecycle wealth is value of net transfers received by future generations during their childhoodfuture generations during their childhood
► Total transfer wealth provides a comprehensive measure of Total transfer wealth provides a comprehensive measure of the generational stance of transfers. Neutral if pension and the generational stance of transfers. Neutral if pension and child transfer wealth are equal and of opposite sign. child transfer wealth are equal and of opposite sign.
► In Germany example, neutrality realized if LC pension wealth In Germany example, neutrality realized if LC pension wealth consists of 4.09 transfer wealth and 4.87 capital. This level of consists of 4.09 transfer wealth and 4.87 capital. This level of capital would be insufficient to achieve golden rule growth. capital would be insufficient to achieve golden rule growth. Bequests can resolve this problem – capital not used to Bequests can resolve this problem – capital not used to finance lifecycle needs and is transferred from one generation finance lifecycle needs and is transferred from one generation to the next. to the next.
National Transfer Accounts28
IG Flows and WealthIG Flows and Wealth
► Calculation of transfer wealth in more Calculation of transfer wealth in more realistic cases requires projection, forecast, realistic cases requires projection, forecast, or simulation of public and private transfers.or simulation of public and private transfers.
► Simulation studies consistently show that Simulation studies consistently show that the demand for wealth increases as the demand for wealth increases as populations age. populations age.
► However, the effect on assets (capital) is However, the effect on assets (capital) is sensitive to policy towards old-age support sensitive to policy towards old-age support systems. systems.
National Transfer Accounts29
Simulation of Lifecycle Pension Simulation of Lifecycle Pension Wealth and Assets, China, 1960-Wealth and Assets, China, 1960-20502050
0
2
4
6
8
10
12
14
1960 1970 1980 1990 2000 2010 2020 2030 2040 2050
We
alt
h r
ela
tiv
e t
o la
bo
r in
co
me
Pension wealth (high)
Assets (high)
Pension wealth (low)
Assets (low)
China’s population and economic lifecycle for developing world, technological change of 2% per annum, open economy. High scenario: two-thirds of lifecycle pension wealth consists of assets. Low scenario: one-third of lifecycle wealth consists of assets. For a detailed description of the simulation model see Mason and Lee (2007).
National Transfer Accounts30
Implications of Age Structure Implications of Age Structure and Economic Lifecycleand Economic Lifecycle► Changes in age structure have a direct effect on Changes in age structure have a direct effect on
standards of living by influencing the share of the standards of living by influencing the share of the population in the working ages – first demographic population in the working ages – first demographic dividend.dividend.
► Population aging leads to a decline in the share of Population aging leads to a decline in the share of the working ages, adversely affecting standards of the working ages, adversely affecting standards of living.living.
► However, population aging also leads to an increase However, population aging also leads to an increase in the demand for lifecycle wealth. If this is met in the demand for lifecycle wealth. If this is met through increased saving and a rise in K/GDP, the through increased saving and a rise in K/GDP, the result may be permanently higher standards of result may be permanently higher standards of living – a second demographic dividend.living – a second demographic dividend.
► Critical issue – old age support system.Critical issue – old age support system.
National Transfer Accounts31
IV. National Transfer Accounts: A IV. National Transfer Accounts: A System for Measuring Intergenerational System for Measuring Intergenerational FlowsFlows► NTAs provide aggregate measures of the NTAs provide aggregate measures of the
economic lifecycle and intergenerational economic lifecycle and intergenerational economic flows economic flows
► Comprehensive approach:Comprehensive approach: All mechanisms for shifting resources from one age All mechanisms for shifting resources from one age
group to another are incorporated into the group to another are incorporated into the accounts. accounts.
Both public and private institutions are Both public and private institutions are incorporated. The role of the family is emphasized. incorporated. The role of the family is emphasized.
► NTA is consistent with and complementary to NTA is consistent with and complementary to NIPA and GA.NIPA and GA.
National Transfer Accounts32
Important Features of NTAImportant Features of NTA
► NTA consists of 4 accountsNTA consists of 4 accounts Flow AccountFlow Account measures the economic flows to and measures the economic flows to and
from each age group during a calendar or fiscal from each age group during a calendar or fiscal year.year.
Asset Transfer Account Asset Transfer Account measures bequests and measures bequests and other asset transfers.other asset transfers.
Wealth Revaluation AccountWealth Revaluation Account measures the measures the changes in wealth due to changes in asset prices, changes in wealth due to changes in asset prices, interest rates, and public policy.interest rates, and public policy.
Wealth AccountWealth Account measures the wealth associated measures the wealth associated with each flow – assets and transfer wealth.with each flow – assets and transfer wealth.
► Emphasis to date is on the flow account. Emphasis to date is on the flow account. ► Flow account is governed by the flow identity.Flow account is governed by the flow identity.
National Transfer Accounts33
The Flow Account IdentityThe Flow Account Identity
► InflowsInflows Labor IncomeLabor Income Asset IncomeAsset Income Transfer InflowsTransfer Inflows
► OutflowsOutflows ConsumptionConsumption SavingSaving Transfer OutflowsTransfer Outflows
Inflows Outflows
( ) ( ) ( ) ( ) ( ) ( )l aY a Y a a C a S a a
Lifecycle Deficit Asset-based Reallocations Net Transfers
Age Reallocations
( ) ( ) ( ) ( ) ( ) ( )l aC a Y a Y a S a a a
National Transfer Accounts34
A Classification of NTA Reallocations.A Classification of NTA Reallocations.
Asset-based Age ReallocationsAsset-based Age Reallocations
TransfersTransfers
Capital and Other Capital and Other Non-Financial Non-Financial
AssetsAssets CreditCredit
PublicPublicPublic infrastructurePublic infrastructurePublic land and sub-Public land and sub-soil mineralssoil minerals
Public debtPublic debtStudent Student loansloans
MoneyMoney
Public educationPublic educationPublic health carePublic health care
Unfunded pension plansUnfunded pension plans
PrivatePrivate
HousingHousingConsumer durablesConsumer durables
Factories, FarmsFactories, FarmsPrivate land and Private land and sub-soil mineralssub-soil minerals
InventoriesInventories
Consumer Consumer creditcredit
Familial support of Familial support of children and parentschildren and parents
BequestsBequestsCharitable contributionsCharitable contributions
Source: Mason, Lee et al. (forthcoming); adapted from Lee (1994).Source: Mason, Lee et al. (forthcoming); adapted from Lee (1994).
National Transfer Accounts35
The Elderly and Upward The Elderly and Upward Intergenerational FlowsIntergenerational Flows►Three important sourcesThree important sources
Private (familial) transfersPrivate (familial) transfers Public transfersPublic transfers Asset-based reallocations (saving)Asset-based reallocations (saving)
►An Exercise: Locate your country and An Exercise: Locate your country and explain why. (Handout Old-age IG explain why. (Handout Old-age IG Flow Chart)Flow Chart)
National Transfer Accounts36
Old-Age IG Flow SystemsOld-Age IG Flow Systems
Saving
Public Transfers
FamilialTransfers
National Transfer Accounts37
Old-Age IG Flow SystemsOld-Age IG Flow Systems
Saving
Public Transfers
FamilialTransfers
The Results
National Transfer Accounts38
Old-age Reallocation System, Selected Countries.
0
50
75
100
75
75
50
50
25
25
0
0
25
100
100
Asset-based (%)
Public transfers (%)
Family Transfers (%)
US
Thailand
Costa Rica
JapanTaiw an
Korea
Familial transfers equally important in Thailand, Korea, and Taiwan (36-
40%). Net familial transfers near zero in US, CR, and J. Large
public transfers in CR and J. More
reliance on assets in CR & US.
Net public transfers to elderly are zero in
Thailand; about 25% in Taiwan and Korea.
National Transfer Accounts39
Old-age Reallocation System, Selected Countries.
0
50
75
100
75
75
50
50
25
25
0
0
25
100
100
Asset-based (%)
Public transfers (%)
Family Transfers (%)
US
Thailand
Costa Rica
JapanTaiw an
Korea
Reliance on assets in old-age
National Transfer Accounts40
Old-age Reallocation System, 65 to 85-year-olds, Taiwan, 2003.
0
50
75
100
75
75
50
50
25
25
0
0
25
100
100
Asset-based (%)
Public transfers (%)
Family Transfers (%)
65-year-olds67% assets, 2%
public, 32% private
85-year-olds23% assets, 39%
public, 38% private
National Transfer Accounts41
Old-age Reallocation System, 75-year-olds, Taiwan, 1977-2003.
0
50
75
100
75
75
50
50
25
25
0
0
25
100
100
Asset-based (%)
Public transfers (%)
Family Transfers (%)
1995-2003
1977-1994
Asset-based reallocations and public transfers have increased
over time; familial transfers have declined
precipitously.
NHI began in 1995; net public
transfers increased.
National Transfer Accounts42
SummarySummary
► Intergenerational flows are largeIntergenerational flows are large►Magnitude and direction of IG flows are Magnitude and direction of IG flows are
changing in unprecedented wayschanging in unprecedented ways► IG systems vary widely and are changingIG systems vary widely and are changing► Important implications for Important implications for
Generational equityGenerational equity Standards of living Standards of living Investment in human and physical capitalInvestment in human and physical capital Fiscal sustainabilityFiscal sustainability
National Transfer Accounts43
Further ReadingFurther ReadingConceptual FoundationsConceptual FoundationsLee, R. (2003). “Demographic Change, Welfare, and Intergenerational Transfers: A Global Lee, R. (2003). “Demographic Change, Welfare, and Intergenerational Transfers: A Global
Overview.” Overview.” GENUSGENUS LIXLIX(3-4): 43-70.(3-4): 43-70.Lee, R. D. (1994). The Formal Demography of Population Aging, Transfers, and the Economic Lee, R. D. (1994). The Formal Demography of Population Aging, Transfers, and the Economic
Life Cycle. Life Cycle. Demography of AgingDemography of Aging. L. G. Martin and S. H. Preston. Washington, D.C., . L. G. Martin and S. H. Preston. Washington, D.C., National Academy PressNational Academy Press: : 8-49.8-49.
Willis, R. J. (1988). Life cycles, institutions and population growth: A theory of the equilibrium Willis, R. J. (1988). Life cycles, institutions and population growth: A theory of the equilibrium interest rate in an overlapping-generations model. interest rate in an overlapping-generations model. Economics of Changing Age Economics of Changing Age Distributions in Developed CountriesDistributions in Developed Countries. R. D. Lee, W. B. Arthur and G. Rodgers. Oxford, . R. D. Lee, W. B. Arthur and G. Rodgers. Oxford, Oxford University Press. Oxford University Press. 106-38106-38..
Empirical StudiesEmpirical StudiesBloom, D. E. and J. G. Williamson (1998). “Demographic Transitions and Economic Miracles in Bloom, D. E. and J. G. Williamson (1998). “Demographic Transitions and Economic Miracles in
Emerging Asia.” Emerging Asia.” World Bank Economic ReviewWorld Bank Economic Review 1212(3): 419-56.(3): 419-56.Bloom, D. E. and D. Canning (2001). Cumulative Causality, Economic Growth, and the Bloom, D. E. and D. Canning (2001). Cumulative Causality, Economic Growth, and the
Demographic Transition. Demographic Transition. Population Matters: Demographic Change, Economic Growth, Population Matters: Demographic Change, Economic Growth, and Poverty in the Developing Worldand Poverty in the Developing World. N. Birdsall, A. C. Kelley and S. W. Sinding. Oxford, . N. Birdsall, A. C. Kelley and S. W. Sinding. Oxford, Oxford University PressOxford University Press: : 165-200.165-200.
Kelley, A. C. and R. M. Schmidt (2007). Evolution of Recent Economic-Demographic Kelley, A. C. and R. M. Schmidt (2007). Evolution of Recent Economic-Demographic Modeling: A Synthesis. Modeling: A Synthesis. Population Change, Labor Markets and Sustainable Growth: Population Change, Labor Markets and Sustainable Growth: Towards a New Economic ParadigmTowards a New Economic Paradigm. A. Mason and M. Yamaguchi. Amsterdam, Elsevier. A. Mason and M. Yamaguchi. Amsterdam, Elsevier: : 5-38.5-38.
National Transfer Accounts44
Further Reading (Cont)Further Reading (Cont)Simulation StudiesSimulation StudiesCutler, D. M., J. M. Poterba, et al. (1990). “An Aging Society: Opportunity or Cutler, D. M., J. M. Poterba, et al. (1990). “An Aging Society: Opportunity or
Challenge?” Challenge?” Brookings Papers on Economic ActivityBrookings Papers on Economic Activity 1990(1): 1-56. 1990(1): 1-56.Lee, R., A. Mason, et al. (2003). “From Transfers to Individual Lee, R., A. Mason, et al. (2003). “From Transfers to Individual
Responsibility: Implications for Savings and Capital Accumulation in Responsibility: Implications for Savings and Capital Accumulation in Taiwan and the United States.” Taiwan and the United States.” Scandinavian Journal of EconomicsScandinavian Journal of Economics 105105(3): 339-357.(3): 339-357.
Mason, A. and R. Lee (2006). “Reform and support systems for the elderly Mason, A. and R. Lee (2006). “Reform and support systems for the elderly in developing countries: capturing the second demographic dividend.” in developing countries: capturing the second demographic dividend.” GENUSGENUS LXIILXII(2): 11-35.(2): 11-35.
NTA FundamentalsNTA FundamentalsMason, A., R. Lee, et al. (forthcoming). Population Aging and Mason, A., R. Lee, et al. (forthcoming). Population Aging and
Intergenerational Transfers: Introducing Age into National Accounts. Intergenerational Transfers: Introducing Age into National Accounts. Developments in the Economics of AgingDevelopments in the Economics of Aging. D. Wise. Chicago, NBER and . D. Wise. Chicago, NBER and University of Chicago Press.University of Chicago Press.
Lee, R., S.-H. Lee, A. Mason (2008). Charting the Economic Lifecycle. Lee, R., S.-H. Lee, A. Mason (2008). Charting the Economic Lifecycle. Population Aging, Human Capital Accumulation, and Productivity Population Aging, Human Capital Accumulation, and Productivity Growth, a supplement to Population and Development Review 33Growth, a supplement to Population and Development Review 33. A. . A. Prskawetz, D. E. Bloom and W. Lutz. New York, Population CouncilPrskawetz, D. E. Bloom and W. Lutz. New York, Population Council: : 208-208-237.237.
National Transfer Accounts45
AcknowledgementAcknowledgement
Support for this project has been provided by the Support for this project has been provided by the following institutions:following institutions:
► the John D. and Catherine T. MacArthur Foundation; the John D. and Catherine T. MacArthur Foundation; ► the National Institute on Aging: NIA, R37-AG025488 the National Institute on Aging: NIA, R37-AG025488
and NIA, R01-AG025247; and NIA, R01-AG025247; ► the International Development Research Centre the International Development Research Centre
(IDRC);(IDRC);► the United Nations Population Fund (UNFPA); the United Nations Population Fund (UNFPA); ► the Academic Frontier Project for Private Universities: the Academic Frontier Project for Private Universities:
matching fund subsidy from MEXT (Ministry of matching fund subsidy from MEXT (Ministry of Education, Culture, Sports, Science and Technology), Education, Culture, Sports, Science and Technology), 2006-10, granted to the Nihon University Population 2006-10, granted to the Nihon University Population Research Institute.Research Institute.
NNational ational TTransfer ransfer AAccountsccounts4646
The EndThe End