Title: A dynamic microsimulation model developed by
1SESIM
- A dynamic microsimulation model developed by
- the Swedish Ministry of Finance
- www.sesim.org
2SESIM is a . . .
- dynamic microsimulation model
- that updates a cross section of the latest
available initial population (1999) - with behavioral adjustment
- at an annual basis - discrete time
- using mainly estimated equations and some
transition matrices - using techniques for alignment and reduction of
variance
3Structure of the SESIM model
Initial data approximately 110 000 individuals
(from 1999). 100 000 from a longitudinal database
(LINDA) and 10 000 emigrants. Variables
demographic, income, pension points from 1960.
- Mortality Different age groups, SCB and Logit
- Adoption Selection of possible families and
assign estimated probabilities - Migration - Immigration (Swe), - New
immigration, - Emigration - Fertility Separate Logit for 1, 2, 3, 4 children
- Children leave home Probabilities calculated
based on HEK - Cohabitation Logit for Females and different age
groups HEK. - Dissolution of cohabitation Logit for Females
and different age groups. - Disability Pension Logit for different age
groups - Rehabilitation from Disability Logit
- Education Sequence of models for entry and exits
- Old age Pension / retirement Benefit accrual
model - Unemployment Dynamic Logit
- Employment Dynamic Logit
- Labour market Sector Multinomial Logit
Status 1. Child (0-15 years old) 2. Old age
pensioner (from 61) 3. Student (16-45 years
old) 4. Disability pensioner (16-64) 5. Parental
leave (women. 16-49) 6. Unemployed (16-64 years
old) 7. Miscellaneous (16-64 years old) 8.
Employed 9. Emigrant
Income generation - Conditional on statusIncome
for employed Random effect model
Wealth and Housing Predicts Financial Wealth,
Real Wealth, Cost of Housing, Income of Capital
Rules Pension system, tax and benefit systems,
take up ratio social assistance. Public
consumption (education, care of children and
elderly, health, medicine)
Household Disposable Income
4Noncash benefits
- Private consumption of publicly provided/financed
gods and services - Imputed from the 1999 Income Distribution Survey
- Components
- Basic education (amount)
- Secondary education (participation amount)
- University (participation amount)
- Adult education (participation amount)
- Child care (participation amount)
- Old age care (participation amount)
- Labor market activities (participation amount)
- Health care (participation amount)
- Medication (amount)
5Average noncash benefits per ageSESIM 1999
6Composition of noncash benefitsSESIM 1999
7The current paper
- Work in progress
- Lifetime vs crossectional redistribution
- Intra- vs interpersonal redistribution
- Unit of analysis
- Individual
- Income unit
- Household
- Income concept
- Equivalent disposable income noncash benefits
per capita - Period
- Years 2000 2109
- Cohorts 2000 2010
8Income distribution (Gini)
9Decomposition
10DecompositionGini - contribution
11Inter vs intra personal distribution
Taxes of individual i at time t
Transfers of individual i at time t
Individual government net
Interpersonal redistribution within the cohort
Turnaround for individual i at year t
Intrapersonal redistribution within the year
Turnaround between years for individual i
Intrapersonal redistribution between years
Total redistribution within the cohort
12Inter vs intra personal distribution
Average per individual
13Taxes, transfers and non cash benefitsAverage
per age
14Noncash benefits by agequintiles of life time
income
15Taxes by agequintiles of life time income
16Transfers by agequintiles of life time income
17Individual government net by agequintiles of
life time income
18Cumulative individual government net by age,
quintiles of life time income