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Debt Burdens and the Interest Rate Response to Fiscal
Stimulus: Theory and Cross-Country Evidence.
Jorge Miranda-Pinto 1, Daniel Murphy 2, Kieran Walsh 2, Eric Young 1
1UVA , 2UVA Darden School of Business
June 9, 2017
Government Spending and Interest Rates
Theoretical near-consensus: G shocks raise interest rates
channel: govโ€™t uses resources, rates rise to clear markets
crowds out investment, limiting economic stimulus
widely taught; assumed in policy debates
Government Spending and Interest Rates: A Puzzle
Data: fail to show that government spending increases rates
Interest rates in U.S. and U.K. may fall in response to government
spending
e.g., Barro (1984, 1987), Engen and Hubbard (2004)
Evans (1987), Fisher and Peters (2010), Ramey (2011)
Government Spending and Interest Rates: A Puzzle
Data: fail to show that government spending increases rates
Interest rates in U.S. and U.K. may fall in response to government
spending
e.g., Barro (1984, 1987), Engen and Hubbard (2004)
Evans (1987), Fisher and Peters (2010), Ramey (2011)
Related empirical puzzle:
Fiscal shocks are not associated with exchange rate appreciation
Ravn, Schmitt-Grohยดe, Uribe (2012); Corsetti, Meier, Mยจuller (2012)
This paper: New cross-country evidence
We document substantial heterogeneity in the response of interest
rates to government spending across OECD countries.
government bond yields fall in over half of OECD countries
This paper: New cross-country evidence
We document substantial heterogeneity in the response of interest
rates to government spending across OECD countries.
government bond yields fall in over half of OECD countries
General Equilibrium models are generally unable to explain negative
interest rate responses to ๏ฌscal stimulus (IRRFs)
Few theoretical explanations for heterogeneity in IRRFs
Outline
Data and Cross-country variation in IRRFs
Theory of debt-burdened households:
Government spending increases income for borrowers and relaxes credit
markets
Borrowers are households with debt overhang:
Savings-constrained households due to minimum consumption levels
Empirical test using country-level data
Examine whether the IRRF depends on theory-implied proxies for debt
burdens.
Evidence of debt-burdened households from microdata (PSID)
Outline
Data and Cross-country variation in IRRFs
Theory of debt-burdened households:
Government spending increases income for borrowers and relaxes credit
markets
Borrowers are households with debt overhang:
Savings-constrained households due to minimum consumption levels
Empirical test using country-level data
Examine whether the IRRF depends on theory-implied proxies for debt
burdens.
Evidence of debt-burdened households from microdata (PSID)
Outline
Data and Cross-country variation in IRRFs
Theory of debt-burdened households:
Government spending increases income for borrowers and relaxes credit
markets
Borrowers are households with debt overhang:
Savings-constrained households due to minimum consumption levels
Empirical test using country-level data
Examine whether the IRRF depends on theory-implied proxies for debt
burdens.
Evidence of debt-burdened households from microdata (PSID)
Outline
Data and Cross-country variation in IRRFs
Theory of debt-burdened households:
Government spending increases income for borrowers and relaxes credit
markets
Borrowers are households with debt overhang:
Savings-constrained households due to minimum consumption levels
Empirical test using country-level data
Examine whether the IRRF depends on theory-implied proxies for debt
burdens.
Evidence of debt-burdened households from microdata (PSID)
Related Literature
Sources of heterogeneity in Marginal Propensities to Consume
Low-income households may have lower MPCs than high-income
households
Misra and Surico (2014), Shapiro and Slemrod (2003)
Kaplan and Violante (2014) suggest due to liquidity-constrained rich.
Related Literature
Sources of heterogeneity in Marginal Propensities to Consume
Low-income households may have lower MPCs than high-income
households
Misra and Surico (2014), Shapiro and Slemrod (2003)
Kaplan and Violante (2014) suggest due to liquidity-constrained rich.
Cross-country di๏ฌ€erences in e๏ฌ€ects of ๏ฌscal shocks
Ilzetzki, Mendoza, Vegh (2013); Corsetti, Meier, Mยจuller (2012)
We examine di๏ฌ€erences in IRRFs rather than output multipliers
Related Literature
Sources of heterogeneity in Marginal Propensities to Consume
Low-income households may have lower MPCs than high-income
households
Misra and Surico (2014), Shapiro and Slemrod (2003)
Kaplan and Violante (2014) suggest due to liquidity-constrained rich.
Cross-country di๏ฌ€erences in e๏ฌ€ects of ๏ฌscal shocks
Ilzetzki, Mendoza, Vegh (2013); Corsetti, Meier, Mยจuller (2012)
We examine di๏ฌ€erences in IRRFs rather than output multipliers
Exchange Rate Puzzle
Ravn, Schmitt-Grohยดe, Uribe (2012); Corsetti, Meier, Mยจuller (2012)
Related Literature
State-dependent ๏ฌscal e๏ฌ€ects
Auerbach and Gorodnichenko (2012); Bachmann and Sims (2012); Ramey
and Zubairy (2017); Demyanyk, Loutskina and Murphy (2016)
Interest Rates Responses to Fiscal Stimulus (IRRF)
Data
OECD countries
Quarterly data on government consumption, real GDP, and interest
rates
focus on government bond yields when available
Data from OECD and Haver.
Data Table
Interest Rates Responses to Fiscal Stimulus (IRRF)
Identifying ๏ฌscal shocks
A0Xt =
4
โˆ‘
j=1
Aj Xtโˆ’j + ฮตt,
Xt = [Gt, Yt, rt ]
ฮตt = ฮฝt, ฮต2
t, ฮต3
t
Identifying assumption: government spending is predetermined
(within a quarter) with respect to other macro variables
Blanchard and Perotti (2002); Auerbach and Gorodnichenko (2012);
Ilzetzki, Mendoza, Vegh (2013)
Figure: Cum. 4 qtrs. e๏ฌ€ect of ๏ฌscal shocks on gov. yields OECD Countries
Model
Model
Two agent types, two periods, endowment economy.
Non-rich p
measure ฯ€ โˆˆ [1/2, 1)
per-period income yp = 1/ (2ฯ€)
Rich r
measure 1 โˆ’ ฯ€
per-period income yr = 1/ (2 (1 โˆ’ ฯ€))
Total income 1 = ฯ€yp + (1 โˆ’ ฯ€) yr
ฯ€ governs inequality
measure of rich agents falls to 0 as ฯ€ โ†’ 1
Agent i โˆˆ {r, p} solves
max
c0,c1,b
{log (c0) + log (c1)} subject to
(i) : c0 + qb = yi
+ G
(ii) : c1 = yi
(1 โˆ’ ฯ„) + b
(iii) : c0 โ‰ฅ c
G โˆˆ [0, 1) is an exogenous wage from the government
ฯ„ is the marginal tax rate.
c is the minimum consumption level
Government budget constraint:
(1 + ฯ‰) G
q
= ฯ„
To pay wages G, ฯ‰G must be redirected to unproductive activities.
reduced-form for private sector output lost when agents work for the
government.
Equilibrium
Equilibrium consists of a bond price, agent consumption, and taxes such
that bond and goods markets clear and the government budget constraint
is satis๏ฌed.
With minimum consumption constraint binding for non-rich
q = 3 โˆ’ 4ฯ€c + (2ฯ€ โˆ’ 1 โˆ’ 3ฯ‰) G
Response of interest rate R = 1
q to G may be positive or negative
IRRF is strictly decreasing in inequality ฯ€
โˆ‚2R
โˆ‚Gโˆ‚ฯ€
< 0.
Equilibrium
Equilibrium consists of a bond price, agent consumption, and taxes such
that bond and goods markets clear and the government budget constraint
is satis๏ฌed.
With minimum consumption constraint binding for non-rich
q = 3 โˆ’ 4ฯ€c + (2ฯ€ โˆ’ 1 โˆ’ 3ฯ‰) G
Response of interest rate R = 1
q to G may be positive or negative
IRRF is strictly decreasing in inequality ฯ€
โˆ‚2R
โˆ‚Gโˆ‚ฯ€
< 0.
Without minimum consumption constraint
q = 1 โˆ’ ฯ‰G
Savings constraints and G in a Huggett (1993) Model
Large number of agents, t = 0, 1, ...
Individual endowment ys depends on the realization of an S state
Markov process with transition matrix ฮ  = {ฯ€ss }s,s โˆˆS
agents can partially insure with bonds (a)
V (a, s) = max
c,a
{u(c) โˆ’ ฮป[c โˆ’ c]+ + ฮฒ Es [V (a , s )]} subject to
c + qa = ys (1 โˆ’ ฯ„) + a + G
a โ‰ฅ a.
Steady-state equilibrium:
r = 1/q โˆ’ 1 and wealth dist. constant over time
Markets clear: ai di = 0
Govโ€™t budget constraint holds: Gw (1 + ฯ‰) = ฯ„ yi di.
Cross-Country Evidence: Cross-section
Data on country-level determinants of the IRRF
Inequality:
ratio of income of richest 10 percent to income of poorest 10 percent
(OECD)
Central Bank Independence
Index from Dincer and Eichengreen (2014) available for only 14
countries
Use in๏ฌ‚ation volatility as proxy (Alesina and Summers 1993)
Financial openness
index from Lane and Milesi-Ferretti (2007): (๏ฌnancial assets plus
liabilities)/GDP
Output Multipliers (from VAR estimates)
Table: IRRF and Country Characteristics
(1) (2) (3) (4)
VARIABLES Bond IRRF Bond IRRF Bond IRRF Bond IRRF
p9010 -0.18** -0.16** -0.15* -0.16*
(0.08) (0.08) (0.08) (0.09)
St. Dev. In๏ฌ‚ation 0.11 0.11 0.10
(0.10) (0.11) (0.10)
Financial Openness 0.02 0.03
(0.03) (0.03)
Fiscal Mult. 4 qtrs. -0.17
(0.22)
Constant 0.78* 0.54 0.41 0.51
(0.38) (0.37) (0.38) (0.44)
Observations 28 28 28 28
R-squared 0.12 0.17 0.20 0.22
Is Monetary Policy Responding to G?
Is Monetary Policy Responding to G?
0 5 10 15 20
-0.5
0
0.5
1
1.5
quarter
Government Spending
0 5 10 15 20
-6
-4
-2
0
2
4
6
quarter
3 Month Tbill rate
0 5 10 15 20
-40
-30
-20
-10
0
10
20
quarter
real baa bond rate
0 5 10 15 20
-0.4
-0.2
0
0.2
0.4
quarter
real Money Base
IRRF, Rameyโ€™s Defense News Shocks (U.S. 1939Q1-2008Q4), MW (2016)
Is Monetary Policy Responding to G?
IRRF, VAR G Shock (U.S. 1983Q1-2007Q4), MW (2016)
Is Monetary Policy Responding to G?
Impulse Responses of Spreads (over the FFR target) to VAR Govโ€™t
Spending Shocks (1983Q1-2007Q4), MW (2016)
Cross-Country Evidence: Panel Data
Model prediction: The IRRF is falling in debt overhang
Use lagged country-level consumer credit (BIS) as a proxy for debt
overhang
Spreadit =ฮฑi + ฮดt + ฮณ0G shockit + ฮณ2Credititโˆ’1
+ฮณ3G shockit ยท Credititโˆ’1 + ฮณXitโˆ’1 + it.
Evidence from U.S. microdata
PSID
Biennial panel data
Data on consumption starting in 1999
Data on medical debt 2011, 2013
Table: Summary Statistics
N Mean
Households:
Has Expenditure Shock 7,475 0.9
Has Income Shock and Lagged Expenditure Shock 7,475 0.38
Households-time observations:
Has Expenditure Shock 59,800 0.17
Has Income Shock and Lagged Expenditure Shock 59,800 0.04
* Note: A household has high income ( expenditure) in periods in which
income ( expenditure) is over a standard deviation above average
income (health expenditure) for the household.
Dependent variable: Log consumption
VARIABLES (1) (2) (3)
All < Median Wealth > Median Wealth
High Income 0.275*** 0.313*** 0.235***
(0.007) (0.011) (0.010)
L1. High Consumption 0.0002 0.017 -0.017*
(0.008) (0.014) (0.009)
L2. High Consumption -0.121*** -0.108*** -0.134***
(0.009) (0.016) (0.010)
L1. High Cons ยท High Income -0.040*** -0.058** -0.022
(0.015) (0.023) (0.019)
L2. High Cons ยท High Income -0.019 -0.058** 0.021
(0.018) (0.026) (0.026)
Observations 44,850 22,428 22,422
R-squared 0.664 0.604 0.646
Indiv. and Time FE Yes Yes Yes
* Note: A household has high income (consumption) in periods in which income (con-
sumption) is over a standard deviation above average income (consumption) for the
household. All regressions control for household wealth, income, and the age of
the head of the household. Robust standard errors in parentheses, clustered at the
household level. *** p<0.01, ** p<0.05.
Conclusion
New cross-country stylized fact: IRRF is negative in half of OECD
countries.
Theory
IRRF depends on fraction of debt-burdened households.
New explanation for heterogeneous MPCs.
Evidence of theoryโ€™s mechanisms
Microdata: low-wealth households behave as predicted by model.
Aggregate data: IRRF depends on inequality and consumer credit
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Debt burdens and the interest rate response to fiscal stimulus, theory and cross-country evidence

  • 1. Debt Burdens and the Interest Rate Response to Fiscal Stimulus: Theory and Cross-Country Evidence. Jorge Miranda-Pinto 1, Daniel Murphy 2, Kieran Walsh 2, Eric Young 1 1UVA , 2UVA Darden School of Business June 9, 2017
  • 2. Government Spending and Interest Rates Theoretical near-consensus: G shocks raise interest rates channel: govโ€™t uses resources, rates rise to clear markets crowds out investment, limiting economic stimulus widely taught; assumed in policy debates
  • 3. Government Spending and Interest Rates: A Puzzle Data: fail to show that government spending increases rates Interest rates in U.S. and U.K. may fall in response to government spending e.g., Barro (1984, 1987), Engen and Hubbard (2004) Evans (1987), Fisher and Peters (2010), Ramey (2011)
  • 4. Government Spending and Interest Rates: A Puzzle Data: fail to show that government spending increases rates Interest rates in U.S. and U.K. may fall in response to government spending e.g., Barro (1984, 1987), Engen and Hubbard (2004) Evans (1987), Fisher and Peters (2010), Ramey (2011) Related empirical puzzle: Fiscal shocks are not associated with exchange rate appreciation Ravn, Schmitt-Grohยดe, Uribe (2012); Corsetti, Meier, Mยจuller (2012)
  • 5. This paper: New cross-country evidence We document substantial heterogeneity in the response of interest rates to government spending across OECD countries. government bond yields fall in over half of OECD countries
  • 6. This paper: New cross-country evidence We document substantial heterogeneity in the response of interest rates to government spending across OECD countries. government bond yields fall in over half of OECD countries General Equilibrium models are generally unable to explain negative interest rate responses to ๏ฌscal stimulus (IRRFs) Few theoretical explanations for heterogeneity in IRRFs
  • 7. Outline Data and Cross-country variation in IRRFs Theory of debt-burdened households: Government spending increases income for borrowers and relaxes credit markets Borrowers are households with debt overhang: Savings-constrained households due to minimum consumption levels Empirical test using country-level data Examine whether the IRRF depends on theory-implied proxies for debt burdens. Evidence of debt-burdened households from microdata (PSID)
  • 8. Outline Data and Cross-country variation in IRRFs Theory of debt-burdened households: Government spending increases income for borrowers and relaxes credit markets Borrowers are households with debt overhang: Savings-constrained households due to minimum consumption levels Empirical test using country-level data Examine whether the IRRF depends on theory-implied proxies for debt burdens. Evidence of debt-burdened households from microdata (PSID)
  • 9. Outline Data and Cross-country variation in IRRFs Theory of debt-burdened households: Government spending increases income for borrowers and relaxes credit markets Borrowers are households with debt overhang: Savings-constrained households due to minimum consumption levels Empirical test using country-level data Examine whether the IRRF depends on theory-implied proxies for debt burdens. Evidence of debt-burdened households from microdata (PSID)
  • 10. Outline Data and Cross-country variation in IRRFs Theory of debt-burdened households: Government spending increases income for borrowers and relaxes credit markets Borrowers are households with debt overhang: Savings-constrained households due to minimum consumption levels Empirical test using country-level data Examine whether the IRRF depends on theory-implied proxies for debt burdens. Evidence of debt-burdened households from microdata (PSID)
  • 11. Related Literature Sources of heterogeneity in Marginal Propensities to Consume Low-income households may have lower MPCs than high-income households Misra and Surico (2014), Shapiro and Slemrod (2003) Kaplan and Violante (2014) suggest due to liquidity-constrained rich.
  • 12. Related Literature Sources of heterogeneity in Marginal Propensities to Consume Low-income households may have lower MPCs than high-income households Misra and Surico (2014), Shapiro and Slemrod (2003) Kaplan and Violante (2014) suggest due to liquidity-constrained rich. Cross-country di๏ฌ€erences in e๏ฌ€ects of ๏ฌscal shocks Ilzetzki, Mendoza, Vegh (2013); Corsetti, Meier, Mยจuller (2012) We examine di๏ฌ€erences in IRRFs rather than output multipliers
  • 13. Related Literature Sources of heterogeneity in Marginal Propensities to Consume Low-income households may have lower MPCs than high-income households Misra and Surico (2014), Shapiro and Slemrod (2003) Kaplan and Violante (2014) suggest due to liquidity-constrained rich. Cross-country di๏ฌ€erences in e๏ฌ€ects of ๏ฌscal shocks Ilzetzki, Mendoza, Vegh (2013); Corsetti, Meier, Mยจuller (2012) We examine di๏ฌ€erences in IRRFs rather than output multipliers Exchange Rate Puzzle Ravn, Schmitt-Grohยดe, Uribe (2012); Corsetti, Meier, Mยจuller (2012)
  • 14. Related Literature State-dependent ๏ฌscal e๏ฌ€ects Auerbach and Gorodnichenko (2012); Bachmann and Sims (2012); Ramey and Zubairy (2017); Demyanyk, Loutskina and Murphy (2016)
  • 15. Interest Rates Responses to Fiscal Stimulus (IRRF) Data OECD countries Quarterly data on government consumption, real GDP, and interest rates focus on government bond yields when available Data from OECD and Haver. Data Table
  • 16. Interest Rates Responses to Fiscal Stimulus (IRRF) Identifying ๏ฌscal shocks A0Xt = 4 โˆ‘ j=1 Aj Xtโˆ’j + ฮตt, Xt = [Gt, Yt, rt ] ฮตt = ฮฝt, ฮต2 t, ฮต3 t Identifying assumption: government spending is predetermined (within a quarter) with respect to other macro variables Blanchard and Perotti (2002); Auerbach and Gorodnichenko (2012); Ilzetzki, Mendoza, Vegh (2013)
  • 17.
  • 18.
  • 19. Figure: Cum. 4 qtrs. e๏ฌ€ect of ๏ฌscal shocks on gov. yields OECD Countries
  • 20. Model
  • 21. Model Two agent types, two periods, endowment economy. Non-rich p measure ฯ€ โˆˆ [1/2, 1) per-period income yp = 1/ (2ฯ€) Rich r measure 1 โˆ’ ฯ€ per-period income yr = 1/ (2 (1 โˆ’ ฯ€)) Total income 1 = ฯ€yp + (1 โˆ’ ฯ€) yr ฯ€ governs inequality measure of rich agents falls to 0 as ฯ€ โ†’ 1
  • 22. Agent i โˆˆ {r, p} solves max c0,c1,b {log (c0) + log (c1)} subject to (i) : c0 + qb = yi + G (ii) : c1 = yi (1 โˆ’ ฯ„) + b (iii) : c0 โ‰ฅ c G โˆˆ [0, 1) is an exogenous wage from the government ฯ„ is the marginal tax rate. c is the minimum consumption level
  • 23. Government budget constraint: (1 + ฯ‰) G q = ฯ„ To pay wages G, ฯ‰G must be redirected to unproductive activities. reduced-form for private sector output lost when agents work for the government.
  • 24. Equilibrium Equilibrium consists of a bond price, agent consumption, and taxes such that bond and goods markets clear and the government budget constraint is satis๏ฌed. With minimum consumption constraint binding for non-rich q = 3 โˆ’ 4ฯ€c + (2ฯ€ โˆ’ 1 โˆ’ 3ฯ‰) G Response of interest rate R = 1 q to G may be positive or negative IRRF is strictly decreasing in inequality ฯ€ โˆ‚2R โˆ‚Gโˆ‚ฯ€ < 0.
  • 25. Equilibrium Equilibrium consists of a bond price, agent consumption, and taxes such that bond and goods markets clear and the government budget constraint is satis๏ฌed. With minimum consumption constraint binding for non-rich q = 3 โˆ’ 4ฯ€c + (2ฯ€ โˆ’ 1 โˆ’ 3ฯ‰) G Response of interest rate R = 1 q to G may be positive or negative IRRF is strictly decreasing in inequality ฯ€ โˆ‚2R โˆ‚Gโˆ‚ฯ€ < 0. Without minimum consumption constraint q = 1 โˆ’ ฯ‰G
  • 26. Savings constraints and G in a Huggett (1993) Model Large number of agents, t = 0, 1, ... Individual endowment ys depends on the realization of an S state Markov process with transition matrix ฮ  = {ฯ€ss }s,s โˆˆS agents can partially insure with bonds (a) V (a, s) = max c,a {u(c) โˆ’ ฮป[c โˆ’ c]+ + ฮฒ Es [V (a , s )]} subject to c + qa = ys (1 โˆ’ ฯ„) + a + G a โ‰ฅ a. Steady-state equilibrium: r = 1/q โˆ’ 1 and wealth dist. constant over time Markets clear: ai di = 0 Govโ€™t budget constraint holds: Gw (1 + ฯ‰) = ฯ„ yi di.
  • 27.
  • 28.
  • 29.
  • 30.
  • 31. Cross-Country Evidence: Cross-section Data on country-level determinants of the IRRF Inequality: ratio of income of richest 10 percent to income of poorest 10 percent (OECD) Central Bank Independence Index from Dincer and Eichengreen (2014) available for only 14 countries Use in๏ฌ‚ation volatility as proxy (Alesina and Summers 1993) Financial openness index from Lane and Milesi-Ferretti (2007): (๏ฌnancial assets plus liabilities)/GDP Output Multipliers (from VAR estimates)
  • 32.
  • 33. Table: IRRF and Country Characteristics (1) (2) (3) (4) VARIABLES Bond IRRF Bond IRRF Bond IRRF Bond IRRF p9010 -0.18** -0.16** -0.15* -0.16* (0.08) (0.08) (0.08) (0.09) St. Dev. In๏ฌ‚ation 0.11 0.11 0.10 (0.10) (0.11) (0.10) Financial Openness 0.02 0.03 (0.03) (0.03) Fiscal Mult. 4 qtrs. -0.17 (0.22) Constant 0.78* 0.54 0.41 0.51 (0.38) (0.37) (0.38) (0.44) Observations 28 28 28 28 R-squared 0.12 0.17 0.20 0.22
  • 34. Is Monetary Policy Responding to G?
  • 35. Is Monetary Policy Responding to G? 0 5 10 15 20 -0.5 0 0.5 1 1.5 quarter Government Spending 0 5 10 15 20 -6 -4 -2 0 2 4 6 quarter 3 Month Tbill rate 0 5 10 15 20 -40 -30 -20 -10 0 10 20 quarter real baa bond rate 0 5 10 15 20 -0.4 -0.2 0 0.2 0.4 quarter real Money Base IRRF, Rameyโ€™s Defense News Shocks (U.S. 1939Q1-2008Q4), MW (2016)
  • 36. Is Monetary Policy Responding to G? IRRF, VAR G Shock (U.S. 1983Q1-2007Q4), MW (2016)
  • 37. Is Monetary Policy Responding to G? Impulse Responses of Spreads (over the FFR target) to VAR Govโ€™t Spending Shocks (1983Q1-2007Q4), MW (2016)
  • 38. Cross-Country Evidence: Panel Data Model prediction: The IRRF is falling in debt overhang Use lagged country-level consumer credit (BIS) as a proxy for debt overhang Spreadit =ฮฑi + ฮดt + ฮณ0G shockit + ฮณ2Credititโˆ’1 +ฮณ3G shockit ยท Credititโˆ’1 + ฮณXitโˆ’1 + it.
  • 39.
  • 40. Evidence from U.S. microdata PSID Biennial panel data Data on consumption starting in 1999 Data on medical debt 2011, 2013
  • 41. Table: Summary Statistics N Mean Households: Has Expenditure Shock 7,475 0.9 Has Income Shock and Lagged Expenditure Shock 7,475 0.38 Households-time observations: Has Expenditure Shock 59,800 0.17 Has Income Shock and Lagged Expenditure Shock 59,800 0.04 * Note: A household has high income ( expenditure) in periods in which income ( expenditure) is over a standard deviation above average income (health expenditure) for the household.
  • 42. Dependent variable: Log consumption VARIABLES (1) (2) (3) All < Median Wealth > Median Wealth High Income 0.275*** 0.313*** 0.235*** (0.007) (0.011) (0.010) L1. High Consumption 0.0002 0.017 -0.017* (0.008) (0.014) (0.009) L2. High Consumption -0.121*** -0.108*** -0.134*** (0.009) (0.016) (0.010) L1. High Cons ยท High Income -0.040*** -0.058** -0.022 (0.015) (0.023) (0.019) L2. High Cons ยท High Income -0.019 -0.058** 0.021 (0.018) (0.026) (0.026) Observations 44,850 22,428 22,422 R-squared 0.664 0.604 0.646 Indiv. and Time FE Yes Yes Yes * Note: A household has high income (consumption) in periods in which income (con- sumption) is over a standard deviation above average income (consumption) for the household. All regressions control for household wealth, income, and the age of the head of the household. Robust standard errors in parentheses, clustered at the household level. *** p<0.01, ** p<0.05.
  • 43. Conclusion New cross-country stylized fact: IRRF is negative in half of OECD countries. Theory IRRF depends on fraction of debt-burdened households. New explanation for heterogeneous MPCs. Evidence of theoryโ€™s mechanisms Microdata: low-wealth households behave as predicted by model. Aggregate data: IRRF depends on inequality and consumer credit
  • 44. back