Financial Liquidity and Savings: Evidence from 401K Loans John - - PowerPoint PPT Presentation
Financial Liquidity and Savings: Evidence from 401K Loans John - - PowerPoint PPT Presentation
Financial Liquidity and Savings: Evidence from 401K Loans John Beshears John Beshears David Laibson David Laibson James J. Choi Brigitte Madrian M ti Motivation ti Previously illiquid assets becoming more liquid q Credit cards
M ti ti Motivation
Previously illiquid assets becoming more
liquid q
Credit cards
1970: 7% of U.S. households have a credit card 2002: 90% of U.S. households have a credit card ~60% of household do not repay in full each month
Home equity loans Defined benefit pension lump-sum payouts
2
Defined contribution plan loans
M ti ti Motivation
Previously illiquid assets becoming more
liquid q
Credit cards Home equity loans Home equity loans
1977: 5% of homeowners had a home equity loan 2004: 19% of homeowners had a home equity loan
y
Defined benefit pension lump-sum payouts Defined contribution plan loans
3
p
M ti ti Motivation
Previously illiquid assets becoming more
liquid q
Credit cards Home equity loans Home equity loans Defined benefit pension lump-sum payouts
1991: 14% of DB pension plans offer lump sum
1991: 14% of DB pension plans offer lump sum
2005: 52% of DB pension plans offer lump sum
Defined contribution plan loans
4
p
M ti ti Motivation
Previously illiquid assets becoming more
liquid
Credit cards Home equity loans Defined benefit pension lump-sum payouts Defined contribution plan loans
% f C
1993: 42% of DC participants in plans with a loan
- ption
2005: 85% of DC participants in plans with a loan
5
p p p
- ption
R h Q ti Research Question
How does asset liquidity impact savings
- utcomes and wealth accumulation?
401(k) loans
D t il bilit
Data availability Current relevance
401(k) debit card Senators Kohl and Shumer have recently proposed
regulation to restrict 401(k) loan availability
6
regulation to restrict 401(k) loan availability
Th H dli The Headlines…
htt // i /i /2008/07/ df/401k df
8
http://www.americanprogress.org/issues/2008/07/pdf/401k.pdf
Th H dli The Headlines…
http://moneycentral.msn.com/articles/retire/basics/4714.asp
9
C iti l A ti Critical Assumptions
What would individuals do without a 401(k) loan
- ption?
Wh t ld h t ti i ti ?
What would happen to … participation? What would happen to … contribution rates? What would happen to … expenditures? What would happen to … expenditures? Would employees use other loans? Would other financing sources be more/less costly?
Credit cards? Hardship withdrawals? Default?
10
Do participants maintain contributions after a loan?
Ai f thi Aims of this paper
Explain how 401(k) loans are regulated
D ib l i i ff d b l
Describe loan provisions offered by plans Calibrate impact on wealth accumulation
p
Assess how savings plan participants
utilize 401(k) loans utilize 401(k) loans
11
401(k) L Th B i 401(k) Loans: The Basics
Plans permitted to offer loans, but not
required q
50% of plan have a loan option (EBRI/ICI) 85% of participants in a plan with a loan 85% of participants in a plan with a loan
- ption (EBRI/ICI)
Loans regulated by Treasury and DOL Loans regulated by Treasury and DOL Terms of the loan set by the plan within
12
y p certain regulatory bounds
401(k) Loan Availability by Plan Size: EBRI/ICI (2006)
54 64 70 80 83 86 87 90 93 60 80 100
(k) Plans Option
27 43 54 20 40 60
tion of 401 th a Loan O
20 1 to 10 11 to 25 26 to 50 51 to 100 101 to 250 251 to 500 501 to 1000 1001 to 2500 2501 to 5000 5001 to 10000 >10000
Fract wit Plan Size (number of participants)
13
L T P & A t Loan Terms: Purpose & Amount
Loan purpose—most (82%) plans have no
restrictions on loan use (PSCA, 1999) ( , )
Loan size—lessor of:
50% f t d t b l
50% of vested account balance $50,000 Plans can set lower maximums if desired
Minimum loan amount usually $500-$1000
14
Minimum loan amount usually $500 $1000
Loan Terms: Number and Loan Terms: Number and Repayment Period
Number of loans—no regulatory
restrictions
1 loan
52% of plans
2 loans
36% of plans
3+ loans
12% of plans
Repayment period (Hewitt plan
Repayment period (Hewitt plan descriptions)
General purpose loans—5 year maximum
15
p p y
Primary residence loans—longer term allowed
L T R t Loan Terms: Repayment
Repayment
After-tax Principal + “reasonable” interest (Hewitt)
Prime
27% of plans
>Prime to prime+1
59% of plans
>Prime+1 to prime+2
6.2% of plans
Other
5% of plans
Other
5% of plans
Not specified
2%
Interest payments credited to participant
16
p y p p accounts
L T D f lt Loan Terms: Default
Default treated as a taxable distribution
Outstanding balance subject to: Outstanding balance subject to:
Ordinary income taxes 10 percentage point tax penalty
Terminated employees must repay loans
in full to avoid default (60 90 days) in full to avoid default (60-90 days)
Default NOT REPORTED to credit
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agencies (default to self)
Economics: Economics: Advantages of a 401(k) loan
Cited advantages of 401(k) loans
Less paperwork than other forms of credit Less paperwork than other forms of credit Lower interest rates (e.g., vs. credit card) Interest paid to self rather than third party Interest paid to self rather than third party Interest earned may provide higher rate of
return than other assets in the plan (e.g. return than other assets in the plan (e.g. money market fund)
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Economics: Economics: Disadvantages of a 401(k) loan
Cited disadvantages of 401(k) loans
“Easy money” increased consumption Easy money increased consumption Erodes retirement income security Borrowed money does not earn an investment Borrowed money does not earn an investment
return
Repayments made with after-tax dollars Repayments made with after tax dollars Default tax penalty
19
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
Two period model
Denote B
401(k) balances before loan
Denote B
401(k) balances before loan
L
Loan amount
rP
Rate of return on plan assets
rP
Rate of return on plan assets
rL
401(k) loan interest rate
r
Interest rate for other credit
rA
Interest rate for other credit
Y
Second period income
τ
Tax rate
20
τ
Tax rate
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
Second period consumption with 401(k)
loan
A After-tax account balance
(1 ) (1 ) [( )(1 ) (1 )](1 ) C Y L B L L
After-tax income Loan payment Non-loan balance (incl. t=2 return) Loan repayment
(1 ) (1 ) [( )(1 ) (1 )](1 ) (1 ) ( )(1 )(1 ) (1 )( )
L L P L P L
C Y L r B L r L r Y B L r L r τ τ τ τ τ = − − + + − + + + − = − + − + − − +
21
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
Second period consumption with
alternative loan
After-tax income Loan payment After-tax account balance (incl. t=2 return)
) 1 )( 1 ( ) 1 ( ) 1 ( τ τ − + + + − − =
P A A
r B r L Y C
22
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
401(k) loan dominates alternative credit if
equation (3) >0: q ( )
( )(1 )(1 ) (1 ) (1 ) (1 )(1 ) (1 )(1 ) (1 ) (1 )
L A P L A P P L A
C C B L r L r L r B r L r L r L r τ τ τ τ τ − = − + − − + + + − + − = − + − − + + +
( )
[1 (1 ) (1 )(1 )] [ ( )]
A L P A P P L
L r r r L r r r r τ τ τ = + − + − + − = − + −
23
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
401(k) loan dominates alternative credit if
L [( ) + ( )]>0 L [(rA - rp) + τ(rp - rL)]>0
Sign is ambiguous
g g
↑ rA makes 401(k) loan more attractive ↑ rp makes 401(k) loan less attractive ↑ rp makes 401(k) loan less attractive ↑ rL makes 401(k) loan less attractive ↑ τ ambiguous
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↑ τ ambiguous
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
401(k) loan dominates alternative credit if
L [(rA - r ) + τ(r - rL)]>0 L [(rA rp) + τ(rp rL)]>0
Special cases
401(k) l f d if
τ=0
401(k) loan preferred if rA > rp
rp = rL
401(k) loan preferred if rA > rp
In general, τ(rp - rL) likely to be small relative to
(rA - rp)
- ll f
h h ld ( d <0)
25
τ small for many households (and <0) rp close to rL after adjusting for risk
Relative Advantage of 401(k) Loan to Alternative Sources of C di Credit
Alternative Source of Credit Home Equity Personal Bank Credit Card Loan rA=5%*(1- τ) Loan rA=7% rA=20%
τ=0 rP=3%, rL=5% 2.00% 4.00% 17.00% rP =7%, rL =5%
- 2.00%
0.00% 13.00% rP =10%, rL =5%
- 5.00%
- 3.00%
10.00% τ=15% rP =3%, rL =5% 0.95% 3.70% 16.70% rP =7%, rL =5%
- 2.45%
0.30% 13.30% rP =10%, rL =5%
- 5.00%
- 2.25%
10.75% τ=35% rP =3%, rL =5%
- 0.45%
3.30% 16.30% rP =7%, rL =5%
- 3.05%
0.70% 13.70% rP =10%, rL =5%
- 5.00%
- 1.25%
11.75%
Economics—Question #1: Economics Question #1: 401(k) loan vs. other sources of credit
Li and Smith (2008)
Use SCF data on 401(k) loan availability, Use SCF data on 401(k) loan availability,
401(k) loan utilization, and debt
Estimate that the average household with
g access to 401(k) loans could save ~$200 per year by shifting debt to a 401(k) loan
27
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Enrollment effect (+)
GAO (1997): 6 pp. higher participation in plans with a
loan option loan option
Form 5500 data from 1992 (7000+ plans) Cross sectional aggregate plan-level data
Mitchell, Utkus and Yang (2007): no effect Mitchell, Utkus and Yang (2007): no effect
Vanguard participant-level data (500+ plans) Cross sectional (2001)
Preliminary Hewitt data Preliminary Hewitt data
Plan with added a loan option in July 2002 Pre/post loan comparison Participation higher by 4-7 percentage points
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p g y p g p
Calibration assumptions: 0% and 6%
The Impact of Loan Availability on The Impact of Loan Availability on Savings Plan Participation
50% n 50% n 25% 30% 35% 40% 45% ted in savings plan 25% 30% 35% 40% 45% ated in savings plan
After After
0% 5% 10% 15% 20% 6 12 18 24 30 36 42 Ever participat 0% 5% 10% 15% 20% 6 12 18 24 30 36 42 Ever participa
Before Before
6 12 18 24 30 36 42 Tenure (months) 6 12 18 24 30 36 42 Tenure (months)
Before: Hired July 2000-December 2001 After: Hired July 2002-December 2003 Before: Hired 2001 After: Hired 2003
29
After: Hired July 2002 December 2003 Average Difference: +3.5% Average Difference: 7.2%
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Contribution effect (+)
GAO (1997): contributions 35% higher in plans with a loan option
Form 5500 data from 1992 (7000+ plans) Form 5500 data from 1992 (7000+ plans) Cross sectional aggregate plan-level data
Mitchell, Utkus and Yang (2007): contributions 10% higher in
plans with a loan option (6 1% to 6 7% of pay) plans with a loan option (6.1% to 6.7% of pay)
Vanguard participant-level data (500+ plans) Cross sectional (2001)
Munnell Sunden and Taylor (2000): contributions higher by 1% Munnell, Sunden and Taylor (2000): contributions higher by 1%
- f pay in plans with a loan option
Holden and VanDerhei (2001): contribution rates higher by 0.6%
- f pay in plans with a loan option
30
- f pay in plans with a loan option
Calibration assumptions: 0.6% and 1.0%
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Crowd-out (-)
Poterba Venti and Wise (1995): most Poterba, Venti and Wise (1995): most
incremental 401(k) saving is new saving
Engen and Gale (2000): not much Engen and Gale (2000): not much
incremental 401(k) saving is new saving
Pence (2001): little incremental 401(k) saving Pence (2001): little incremental 401(k) saving
is new saving
Calibration assumptions: 50% and 25%
31
Calibration assumptions: 50% and 25%
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Borrowing cost effect (+/-)
401(k) loan interest rate may reduce the cost of
b i borrowing
This could increase or decrease savings
Borrow more because its cheaper lower savings
Borrow more because its cheaper lower savings (substitution effect)
Pay lower interest higher savings (income effect)
Credit availability effect ( ) Credit availability effect (-)
401(k) loan availability may increase the likelihood of
borrowing because 401(k) assets are more liquid
32
g ( ) q
Calibration Assumption: 50% and 10%
TABLE 8. Reasons For Obtaining a 401(k) Loan TABLE 8. Reasons For Obtaining a 401(k) Loan Reason 1998 2001 2004
Home purchase 25.2% 24.3% 14.6% Home improvement 6.0% 12.5% 12.7% Vehicles 9.1% 11.5% 14.6% Goods and services 28 5% 25 9% 35 7% Goods and services 28.5% 25.9% 35.7% Investments and other real estate 2.5% 6.8% 2.6% Education, medical expenses and 26.9% 11.8% 19.8% professional services
33
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Repayment crowd-out (-)
401(k) loan repayment may crowd-out existing
savings (flows)
Preliminary Hewitt data--suggestive evidence of some
crowd out but effect not large crowd-out, but effect not large
6 plans Data on contribution rates over 5-7 year time period
y p
Look at contributions of individual who take out a loan before
and after they obtain the loan
C lib ti A ti 100% d 25%
34
Calibration Assumptions: 100% and 25%
401(k) Contribution Rates Before and After Loan Origination: Hewitt Data
7 8 9
pay)
4 5 6
n rate (% of p
1435
2 3 4
Contribution
1515 2695 2991 2991
1 _b13 _b12 _b11 _b10 t_b9 t_b8 t_b7 t_b6 t_b5 t_b4 t_b3 t_b2 t_b1 rt_0 t_a1 t_a2 t_a3 t_a4 t_a5 t_a6 t_a7 t_a8 t_a9 _a10 _a11 _a12 _a13
1808 2378
rt_ rt_ rt_ rt_ rt rt rt rt rt rt rt rt rt rt rt rt rt rt rt rt rt rt rt_ rt_ rt_ rt_
Time relative to loan origination (t=0)
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Default effect (+/-)
Job separation required loan repayment
t ti l f d f lt potential for default
Impact of separation-generated default likely small
Default rate at separation ~ 25% for those with loans
Default rate at separation 25% for those with loans
BUT, separation rates are low (e.g. 20%) Loan utilization rates are low (e.g. 20%)
P ti d f lt t lik l l b l
Pre-separation, default rates likely low because loans
repayed through payroll deduction
Loan default not reported to credit agencies lower
36
p g future borrowing costs (borrowing cost effect)
Savings Impact of 401(k) Loans Savings Impact of 401(k) Loans Assumptions Scenario 1 Scenario 2 Enrollment effect +0% +6% Enrollment effect +0% +6% Contribution effect +0.6% +1% Initial participation 60% 70% Initial participation 60% 70% Initial contribution rate 6% 6% Savings crowd-out 50% 25% g Repayment crowd-out 100% 25% Credit availability effect 50% 10%
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Savings increase
Increased participation rate
6 t i t
0 or 6 percentage points
Increased contribution rate for existing participants
and induced participants
0.6% of pay or 1.0% of pay
Increase in savings within the plan
Pessimistic: 0.6% x 60% = 0.36%
ess st c 0 6% 60% 0 36%
Optimistic: (6% x 6%) + (1% x 76%) = 1.2%
Crowd-out: 50% or 25%
Pessimistic: 0 36% x 50% = 0 18% increase in saving
38
Pessimistic: 0.36% x 50% = 0.18% increase in saving Optimistic: 1.2% x 75% = 0.84% increase in saving
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Loan leakage
Loan repayment ~ 5.2% of pay for those with Loan repayment 5.2% of pay for those with
loans
Median monthly repayment ~$125 (Hewitt data) Average number of outstanding loans (1.4) Assume average annual pay of $40K ($125*1.4)/$40K = 5.2% of pay
20% of participants have loan repayments
1 05% f f ll ti i t
39
~ 1.05% of pay for all participants
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Loan leakage
Repayment crowd-out of existing contributions
Pessimistic: 100% crowd-out 1.05% decrease in saving Optimistic: 25% crowd out 0.26% decrease in saving
Credit availability effect—new consumption vs more Credit availability effect—new consumption vs. more
efficient financing
Leakage
Pessimistic: 1.05% x 50% = 0.53% decrease in saving Optimistic: 0.26% x 10% = 0.03% decrease in saving
40
Savings Impact of 401(k) Loans Savings Impact of 401(k) Loans Assumptions Scenario 1 Scenario 2 Enrollment effect +0% +6% Enrollment effect +0% +6% Contribution effect +0.6% +1% Initial participation 60% 70% Initial participation 60% 70% Initial contribution rate 6% 6% Savings crowd-out 50% 25% g Repayment crowd-out 100% 25% Credit availability effect 50% 10% Savings Increase +0.18% +0.84% Consumption leakage
- 0.53%
- 0.03%
41
NET IMPACT ON SAVINGS RATE
- 0.35%
+0.81%
Economics—Question #2: Economics Question #2: 401(k) loans and wealth formation
Net impact savings rate likely to be small:
Extreme lower bound: -0.35% Extreme upper bound: +0 84% Extreme upper bound: +0.84% Truth…somewhere in the middle?
Li and Smith (2008) corroboration (SCF data) Li and Smith (2008) corroboration (SCF data)
401(k) contribution rates are similar for those with and
without loans
Household with 401(k) loans have a higher share of Household with 401(k) loans have a higher share of
financial assets in the 401(k)
No difference in the rate of growth of household
wealth between 1992 and 2004 for household with
42
wealth between 1992 and 2004 for household with and without access to 401(k) loans
FIGURE 7. Fraction of 401(k) Participants in Plans with Loan Provisions Who Have an Outstanding Plan g Loan (1990-2006)
25 30 35
01(k) ts
10 15 20 25
raction of 40 Participant
5 1990 1992 1994 1996 1998 2000 2002 2004 2006
Year Fr
EBRI/ICI PSCA Hewitt 43
Loan Utilization Rates (EBRI/ICI, 2006)
By Age
20 25
By Tenure
25 30 5 10 15 Percent 5 10 15 20 Percent
By Account Size
30
By Salary
25 20s 30s 40s 50s 60s 0 to 2 >2 to 5 >5 to 10 >10 to 20 >20 to 30 >30 5 10 15 20 25 30 Percent 10 15 20 25 Percent
44
<$10K $10K to <$20K $20K to <$30K $30K to <$40K $40K to <$50K $50K to <$60K $60K to <$70K $70K to <$80K $80K to <$90K $90K to <$100K $100K+ 5 <=$40000 >$40000 to $60000 >$60000 to $80000 >$80000 to $100000 >$100000
FIGURE 8. Outstanding Loan Balances as a Fraction
- f Total 401(k) Balances (1990-2006)
12 14 16 18
Loan al 401(k) alance
2 4 6 8 10
Average L alance/Tota Account Ba
2 1990 1992 1994 1996 1998 2000 2002 2004 2006
Year Ba A
EBRI/ICI Hewitt 45
L t B l R ti Loan-to-Balance Ratios
By Age
20 25
By Tenure
20 25 5 10 15 Percent 5 10 15 Percent 20s 30s 40s 50s 60s 0 to 2 >2 to 5 >5 to 10 >10 to 20 >20 to 30 >30
By Account Size
40
By Salary
18 5 10 15 20 25 30 35 40 Percent 6 8 10 12 14 16 18 Percent
46
<$10K $10K to <$20K $20K to <$30K $30K to <$40K $40K to <$50K $50K to <$60K $60K to <$70K $70K to <$80K $80K to <$90K $90K to <$100K $100K+ 2 4 <=$40000 >$40000 to $60000 >$60000 to $80000 >$80000 to $100000 >$100000
FIGURE 9. Average Outstanding 401(k) Loan Balances (1990-2006) ( )
$6,000 $7,000 $8,000
anding alance
$2,000 $3,000 $4,000 $5,000
erage Ousta (k) Loan Ba
$0 $1,000 1990 1992 1994 1996 1998 2000 2002 2004 2006
Year Ave 401
EBRI/ICI PSCA Hewitt 47
Participants with Multiple Loans
Number of
- utstanding
Fraction of Average total loan/balance Average total
- utstanding loan
- utstanding
loans Fraction of participants loan/balance ratio
- utstanding loan
balance
0 loans 76.3% 0.0% 1 l 16 6% 9 7% $5 720 1 loans 16.6% 9.7% $5,720 2 loans 6.5% 16.6% $8,878 3+ loans 0.7% 21.9% $11,757
48
Characteristics of Newly Originated Loans (2005) Characteristics of Newly Originated Loans (2005) Loan amount Payment amount (monthly equivalent) ( y q )
5th percentile $730 $28 25th percentile $1,575 $69 M di $3 850 $125 Median $3,850 $125 75th percentile $8,910 $238 95th percentile $24,680 $566 p $ , $
49
D hi d l tili ti Demographics and loan utilization
Table 6 (see also Table 4)
H itt ti i t l l d t (47 l )
Hewitt participant-level data (47 plans) Regression of loan utilization on
g demographic and plan characteristics
Age: peaks in the 30s-40s Age: peaks in the 30s 40s Tenure: peaks with 10-30 years tenure Balance size: peaks at $10K-$20K
50
Balance size: peaks at $10K $20K Salary: peaks at <$40K
Plan characteristics and loan Plan characteristics and loan utilization
Number of loans permitted (relative to 1 loan)
2 loans:
+12%
3+ loans:
+7%
Interest rate (relative to prime)
( p )
>Prime to prime+1
- 1%
>Prime+1 to prime+2
- 9%
Minimum loan amount (relative to $500 or less)
>$500
- 7%
51
$
Has a 401(k) Loan Outstanding Demographics only +Plan Loan Features Coefficients SEs Coefficients SEs Age (20s omitted) 30s 0.039 (0.011) 0.034 (0.007) 40s 0.023 (0.014) 0.023 (0.009) 50s
- 0.012
(0.016)
- 0.009
(0.011) 50s 0.012 (0.016) 0.009 (0.011) 60s
- 0.111
(0.018)
- 0.093
(0.014) Tenure (years, 0 to 2 omitted) 2 to 5 0.090 (0.015) 0.104 (0.020) 5 to 10 0 188 (0 022) 0 205 (0 030) 5 to 10 0.188 (0.022) 0.205 (0.030) 10 to 20 0.258 (0.029) 0.274 (0.035) 20 to 30 0.269 (0.033) 0.287 (0.039) > 30 0.145 (0.070) 0.193 (0.051) A t Si ( $10K itt d) Account Size (<$10K omitted) $10,001 to $20,000 0.121 (0.012) 0.096 (0.009) $20,001 to $30,000 0.114 (0.014) 0.087 (0.013) $30,001 to $40,000 0.102 (0.019) 0.074 (0.018) $40,001 to $50,000 0.100 (0.021) 0.072 (0.020) $50,001 to $60,000 0.086 (0.024) 0.056 (0.024) $60,001 to $70,000 0.085 (0.026) 0.056 (0.025) $70,001 to $80,000 0.080 (0.029) 0.048 (0.028) $80,001 to $90,000 0.085 (0.034) 0.051 (0.032) $90,001 to $100,000 0.075 (0.030) 0.044 (0.029) > $100000 0.043 (0.039)
- 0.001
(0.038)
Salary Range (<$40K omitted) $40,001 to $60,000
- 0.002
(0.017)
- 0.011
(0.010) $ 0,00
- $60,000
0 00 (0 0 ) 0 0 (0 0 0) $60,001 to $80,000
- 0.024
(0.015)
- 0.033
(0.015) $80,001 to $100,000
- 0.048
(0.020)
- 0.062
(0.020) > $100000
- 0.112
(0.022)
- 0.120
(0.018) Primary residence loans 0 003 (0 025) Primary residence loans 0.003 (0.025) Maximum number of loans (1 omitted) 2 0.121 (0.040) ≥ 3 0.072 (0.040) I t t t ( i itt d) Interest rate (prime omitted) >Prime to prime+1
- 0.013
(0.043) >Prime+1 to prime+2
- 0.085
(0.034) Other
- 0.045
(0.052) Application fee (binary variable)
- 0.027
(0.027) Minimum loan amount (≤ $500 (omitted) > $500
- 0.074
(0.031) Minimum loan duration (≤ 1 month ( itt d) (omitted) 2 to 6 months 0.066 (0.077) 7 to 12 months 0.104 (0.043) Maximum loan duration < 5 years (binary variable)
- 0.021
(0.040) Sample Size 578,749 497,169 R2 0.079 0.092
F t R h Future Research
How does having a 401(k) loan option impact
savings plan participation—other companies?
How does having a 401(k) loan option impact
contribution rates
Initially After a loan is taken
What is the net effect on asset accumulation? How important is 401(k) loan default?
54
p ( )
P li I li ti Policy Implications
Should 401(k) loans be allowed?
If h ld th b f th l t d?
If so, should they be further regulated?
401(k) debit card Maximum number of loans outstanding Minimum loan amount Restrictions on purposes for which loans can
be used
55
S f D t /I f ti Sources of Data/Information
EBRI/ICI: administrative data from providers
1996
28 000 l (9% f ll l )
28,000 plans (9% of all plans) 6.5 million participants (17% of all participants) 31% of all assets 2006 54,000 plans (12% of all plans) 20 million participants (40% of all participants 46% of all assets
EBRI/ICI tabulations available (data not available) Representativeness?
56
Representativeness? Sample changes over time
S f D t /I f ti Sources of Data/Information
Profit Sharing/401(k) Council of America
Annual survey of employers Annual survey of employers Long historical perspective Extensive information on loan provisions Extensive information on loan provisions PSCA tabulations of survey responses
available (data not available) available (data not available)
Representativeness? Sample changes over time
57
Sample changes over time
S f D t Sources of Data
BLS Employee Benefits Surveys
1993, 1995, 1997 surveys collected limited
information on loans
Representativeness
Random stratified sampling with weights Random, stratified sampling with weights Sampling frame Medium and large firms
R t i t d t f ti /i d t i
Restricted set of occupations/industries
1995: sampling frame covers 33 million FT workers
Non-response
58
60% overall survey response rate 30% item non-response for retirement plan questions
S f D t Sources of Data
Hewitt
Plan descriptions for 81 firms Plan descriptions for 81 firms
Detail on loan provisions
Participant-level data for 47 firms
p
Year-end 2002-2005 in paper, 2006-2007 pending All outstanding loans at year-end
Outstanding balance Loan interest rate Remaining payments
59
Remaining payments Payment amount
S f D t Sources of Data
Survey of Consumer Finances
1998, 2001, 2004 cross-sectional surveys 1998, 2001, 2004 cross sectional surveys Nationally representative with weights Limited information on loans Limited information on loans Wealth of information on assets, income, debt
60