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BANCA D’ITALIA 
E U R O S I S T E M A 
by R. Gambacorta and A. Neri 
Bank of Italy - Statistics Directorate 
Measuring inheritance through surveys: the experience of Bank of Italy Rome 22-23 September 2014 
Joint IEA/ISI Strategic Forum 2014
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Why it is important to have a good estimate of inheritance? 
Inheritance affects: 
 
Accumulation behaviour (saving and consumption choices, income) 
 
Wealth concentration 
 
Intergenerational mobility 
Debate on inheritance tax Rome 22-23 September 2014 2
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
The Survey of Household Income and wealth 
Target variables: Income, Wealth and other socio- economic indicators. 
Time span: Since 1965 (yearly up to 1986; since 1987 every two years) 
Sample: 8,000 households 
“Split panel” component (about half) since 1989 
Mode of administration: Face to face (CAPI) 
Special modules (expectations, social capital, capital gains,..) 
3 
Rome 22-23 September 2014
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
First approach to measure inheritance 
 
Special modules: 
 
Received transfers (1991,2002,2014) 
 
Received, given, expected transfers (2002,2014) 
 
Follow-up questions of each item (amount, year received, from whom received..) (1991,2002,2014) Rome 22-23 September 2014 4
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Received transfers Rome 22-23 September 2014 5 
Think of all the transfers of assets that you (or your spouse/cohabitant) have received as a bequest or gift and answer the following questions: Bequest Gift To the head of household or his/her spouse/ cohabitant From parents (or grandparents) or other persons? Year of the transfer Value of the transfer in the year it was made € or Value of the transfer € in ……. (year) 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| __|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__|
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Expected transfers 6
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Intergenerational transfers in the 2002 SHIW: accounting for expectations 7 
… and then In the end you will leave or bequeath to your children or grandchildren a total amount of wealth (at today’s prices) Greater than your present wealth Approximately equivalent to your present wealth Lower than your present wealth or about…. |__||__||__|.|__|__|__|.|__|__|__| €
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Wealth by origin 
The 2002 module allows a complete decomposition of household net wealth by origin: 
Wt = WtL+ WtR - WtG 
(L=life-cycle, R=received, G=given) 
Importance of received transfers: 훼훼푅푅=푊푊푅푅/푊푊 
The knowledge of the year of transfers allows the capitalization of amounts 
8 Rome 22-23 September 2014
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Intergenerational transfers in Italy Rome 22-23 September 2014 9 
Source: Cannari, L. & D'Alessio, G. (2008), Intergenerational transfers in Italy, Bank of Italy. 
1991 2002 Average (€) Ratio to net wealth Average (€) Ratio to net wealth Without capitalisation Inheritance ......................... 34,057 25.2 51,485 28.7 Gift..................................... 7,647 5.7 8,937 5.0 Total received transfers .... 41,704 30.9 60,422 33.6 With capitalisation Inheritance ......................... 53,044 39.3 85,489 47.6 Gift..................................... 12,972 9.6 13,217 7.4 Total received transfers .... 66,017 48.9 98,706 54.9
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Intergenerational transfers in Italy Rome 22-23 September 2014 10 
0306090120150180210240270up to 30years31-40 years41-50 years51-60 years61-70 yearsOver 71years0306090120150180210240270Transfers receivedNet WealthLife-cycle wealthTransfers given 
HOUSEHOLD NET WEALTH BY ORIGIN, 2002 
(thousands euros) 
Source: Cannari, L. & D'Alessio, G. (2008), op. cit.
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Wealth by destination 
The 2002 module allows an additional decomposition of households net wealth by destination: 
Wt + WtR*= WtG* - St* 
St =Savings 
(*to be given-received in future) 
11 Rome 22-23 September 2014
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Intergenerational transfers in Italy Rome 22-23 September 2014 12 
HOUSEHOLD NET WEALTH BY DESTINATION, 2002 
(thousands euros) 
0 
30 
60 
90 
120 
150 
180 
210 
240 
270 
0 
30 
60 
90 
120 
150 
180 
210 
240 
270 
up to 30 
years 
31-40 years 
41-50 years 
51-60 years 
61-70 years 
Over 71 
years 
Transfers to be received 
Net wealth 
Future net dissaving 
Transfers to be given 
Source: Cannari, L. & D'Alessio, G. (2008), op. cit.
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Second approach to measure inheritance 13 
Rome 22-23 September 2014 
Ongoing questions about the provenience of properties owned by the household 
“How did the household acquire ownership of the dwelling? “ (purchased, inherited, built,..) 
Market value 
the estimation of the probability of selling the property is required
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Value of real estate inherited or received as a gift (percentage ratio to net worth) 
14 
Rome 22-23 September 2014 
Source: Cannari and D’Alessio (2014) 
15 
25 
35 
45 
55 
65 
1986 
1988 
1990 
1992 
1994 
1996 
1998 
2000 
2002 
2004 
2006 
2008 
2010 
2012 
2014 
Adjusted for probability of sale 
Unadjusted 
Adjusted for probability of sale and capitalisation
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
The Household Finance and Consumption survey 
 
The HFCS is a harmonized sample survey on wealth and income of euro-area households coordinated from the ECB but conducted on a voluntary basis by the euro area national central banks (NCBs). 
 
The survey provides unique information on households’ economic behaviour in the euro area for both researchers and policy makers. 
 
For the first wave 62,000 households have been interviewed, collecting about 500 core variables based on a blueprint questionnaire. 
 
Main topics: household structure, incomes, real and financial wealth, debts, inheritance. Rome 22-23 September 2014 15
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Inheritance in the HFCS 
 
Questions on received inheritance or substantial gifts. For each asset: 
 
kind of asset 
 
year in which the asset was received 
 
value at the time the asset was received 
 
from whom it was received 
 
One general question on expectation: 
And in the future, (do you/does anyone in your household) expect to receive a substantial gift or inheritance (from someone outside the household)? Rome 22-23 September 2014 16
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Share of households that expect or have received an inheritance 
17 
Rome 22-23 September 2014 
0 
10 
20 
30 
40 
50 
60 
AT 
BE 
DE 
ES 
FR 
GR 
IT* 
PT 
SK 
Expect 
Received 
Expected or received 
Note: (*) For Italy data refer to the 2002 survey.
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Issues in measuring inheritance/gifts in surveys 
 
High quality data require asking both retrospective information and expectations 
 
Wealth and received inheritance are highly concentrated (in Italy 62% and 88%). Non response is higher for wealthy households 
 
Under-reporting, problems of recall, response by proxy, difficulties in predicting future behaviors... 
 
Cross-country comparisons are even more difficult Rome 22-23 September 2014 18
Measuring inheritance through surveys 
Joint IEA/ISI Strategic Forum 2014 
Great potential of survey data: 
Impact of inheritance on wealth distribution: in Italy, received transfers account for 30-55 % of wealth. Their importance increases over time. 
Inheritance in a lifetime perspective (controlling for age and expectations) 
Impact on intergenerational mobility 
Microsimulation models 
19 
Rome 22-23 September 2014
BANCA D’ITALIA 
E U R O S I S T E M A 
by R. Gambacorta and A. Neri - Bank of Italy - Statistics Directorate 
Measuring inheritance through surveys: the experience of Bank of Italy Rome 22-23 September 2014 
Joint IEA/ISI Strategic Forum 2014 
THANK YOU 
FOR YOUR ATTENTION

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Measuring Inheritance Through Surveys

  • 1. BANCA D’ITALIA E U R O S I S T E M A by R. Gambacorta and A. Neri Bank of Italy - Statistics Directorate Measuring inheritance through surveys: the experience of Bank of Italy Rome 22-23 September 2014 Joint IEA/ISI Strategic Forum 2014
  • 2. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Why it is important to have a good estimate of inheritance? Inheritance affects:  Accumulation behaviour (saving and consumption choices, income)  Wealth concentration  Intergenerational mobility Debate on inheritance tax Rome 22-23 September 2014 2
  • 3. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 The Survey of Household Income and wealth Target variables: Income, Wealth and other socio- economic indicators. Time span: Since 1965 (yearly up to 1986; since 1987 every two years) Sample: 8,000 households “Split panel” component (about half) since 1989 Mode of administration: Face to face (CAPI) Special modules (expectations, social capital, capital gains,..) 3 Rome 22-23 September 2014
  • 4. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 First approach to measure inheritance  Special modules:  Received transfers (1991,2002,2014)  Received, given, expected transfers (2002,2014)  Follow-up questions of each item (amount, year received, from whom received..) (1991,2002,2014) Rome 22-23 September 2014 4
  • 5. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Received transfers Rome 22-23 September 2014 5 Think of all the transfers of assets that you (or your spouse/cohabitant) have received as a bequest or gift and answer the following questions: Bequest Gift To the head of household or his/her spouse/ cohabitant From parents (or grandparents) or other persons? Year of the transfer Value of the transfer in the year it was made € or Value of the transfer € in ……. (year) 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| __|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__| 1 2 HH 1 SP 2 PA- GR 1 OTHER 2 |__|__|__|__| |__|.|__|__|__|.|__|__|__| |__|.|__|__|__|.|__|__|__| |__|__|__|__|
  • 6. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Expected transfers 6
  • 7. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Intergenerational transfers in the 2002 SHIW: accounting for expectations 7 … and then In the end you will leave or bequeath to your children or grandchildren a total amount of wealth (at today’s prices) Greater than your present wealth Approximately equivalent to your present wealth Lower than your present wealth or about…. |__||__||__|.|__|__|__|.|__|__|__| €
  • 8. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Wealth by origin The 2002 module allows a complete decomposition of household net wealth by origin: Wt = WtL+ WtR - WtG (L=life-cycle, R=received, G=given) Importance of received transfers: 훼훼푅푅=푊푊푅푅/푊푊 The knowledge of the year of transfers allows the capitalization of amounts 8 Rome 22-23 September 2014
  • 9. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Intergenerational transfers in Italy Rome 22-23 September 2014 9 Source: Cannari, L. & D'Alessio, G. (2008), Intergenerational transfers in Italy, Bank of Italy. 1991 2002 Average (€) Ratio to net wealth Average (€) Ratio to net wealth Without capitalisation Inheritance ......................... 34,057 25.2 51,485 28.7 Gift..................................... 7,647 5.7 8,937 5.0 Total received transfers .... 41,704 30.9 60,422 33.6 With capitalisation Inheritance ......................... 53,044 39.3 85,489 47.6 Gift..................................... 12,972 9.6 13,217 7.4 Total received transfers .... 66,017 48.9 98,706 54.9
  • 10. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Intergenerational transfers in Italy Rome 22-23 September 2014 10 0306090120150180210240270up to 30years31-40 years41-50 years51-60 years61-70 yearsOver 71years0306090120150180210240270Transfers receivedNet WealthLife-cycle wealthTransfers given HOUSEHOLD NET WEALTH BY ORIGIN, 2002 (thousands euros) Source: Cannari, L. & D'Alessio, G. (2008), op. cit.
  • 11. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Wealth by destination The 2002 module allows an additional decomposition of households net wealth by destination: Wt + WtR*= WtG* - St* St =Savings (*to be given-received in future) 11 Rome 22-23 September 2014
  • 12. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Intergenerational transfers in Italy Rome 22-23 September 2014 12 HOUSEHOLD NET WEALTH BY DESTINATION, 2002 (thousands euros) 0 30 60 90 120 150 180 210 240 270 0 30 60 90 120 150 180 210 240 270 up to 30 years 31-40 years 41-50 years 51-60 years 61-70 years Over 71 years Transfers to be received Net wealth Future net dissaving Transfers to be given Source: Cannari, L. & D'Alessio, G. (2008), op. cit.
  • 13. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Second approach to measure inheritance 13 Rome 22-23 September 2014 Ongoing questions about the provenience of properties owned by the household “How did the household acquire ownership of the dwelling? “ (purchased, inherited, built,..) Market value the estimation of the probability of selling the property is required
  • 14. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Value of real estate inherited or received as a gift (percentage ratio to net worth) 14 Rome 22-23 September 2014 Source: Cannari and D’Alessio (2014) 15 25 35 45 55 65 1986 1988 1990 1992 1994 1996 1998 2000 2002 2004 2006 2008 2010 2012 2014 Adjusted for probability of sale Unadjusted Adjusted for probability of sale and capitalisation
  • 15. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 The Household Finance and Consumption survey  The HFCS is a harmonized sample survey on wealth and income of euro-area households coordinated from the ECB but conducted on a voluntary basis by the euro area national central banks (NCBs).  The survey provides unique information on households’ economic behaviour in the euro area for both researchers and policy makers.  For the first wave 62,000 households have been interviewed, collecting about 500 core variables based on a blueprint questionnaire.  Main topics: household structure, incomes, real and financial wealth, debts, inheritance. Rome 22-23 September 2014 15
  • 16. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Inheritance in the HFCS  Questions on received inheritance or substantial gifts. For each asset:  kind of asset  year in which the asset was received  value at the time the asset was received  from whom it was received  One general question on expectation: And in the future, (do you/does anyone in your household) expect to receive a substantial gift or inheritance (from someone outside the household)? Rome 22-23 September 2014 16
  • 17. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Share of households that expect or have received an inheritance 17 Rome 22-23 September 2014 0 10 20 30 40 50 60 AT BE DE ES FR GR IT* PT SK Expect Received Expected or received Note: (*) For Italy data refer to the 2002 survey.
  • 18. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Issues in measuring inheritance/gifts in surveys  High quality data require asking both retrospective information and expectations  Wealth and received inheritance are highly concentrated (in Italy 62% and 88%). Non response is higher for wealthy households  Under-reporting, problems of recall, response by proxy, difficulties in predicting future behaviors...  Cross-country comparisons are even more difficult Rome 22-23 September 2014 18
  • 19. Measuring inheritance through surveys Joint IEA/ISI Strategic Forum 2014 Great potential of survey data: Impact of inheritance on wealth distribution: in Italy, received transfers account for 30-55 % of wealth. Their importance increases over time. Inheritance in a lifetime perspective (controlling for age and expectations) Impact on intergenerational mobility Microsimulation models 19 Rome 22-23 September 2014
  • 20. BANCA D’ITALIA E U R O S I S T E M A by R. Gambacorta and A. Neri - Bank of Italy - Statistics Directorate Measuring inheritance through surveys: the experience of Bank of Italy Rome 22-23 September 2014 Joint IEA/ISI Strategic Forum 2014 THANK YOU FOR YOUR ATTENTION