A Solution to the Default Risk-Business Cycle Disconnect
Summary (6 min read)
1 Introduction
- Three key empirical regularities characterize the relationship between sovereign debt and economic activity in emerging economies: (1) Output displays V-shaped dynamics around default episodes.
- Reinhart et al. (2003) report that the external debt ratio during default episodes averaged 71 percent of GDP for all developing countries that defaulted at least once in the 1824-1999 period.
- The authors extend the two classes of models (sovereign debt and business cycle models) by developing a framework in which the equilibrium dynamics of output and default risk are determined jointly, and influence each other via the interaction between foreign lenders, the domestic sovereign borrower, and domestic firms.
- These two inputs are perfect substitutes in the production technology, but imported inputs have a higher financing cost because they need to be paid in advance using working capital, while domestic inputs require costly reallocation of labor away from final goods production into intermediate goods production.
2 A Model of Sovereign Default and Business Cycles
- The authors study a dynamic stochastic general equilibrium model of sovereign default and business cycles.
- There are four groups of agents in the model, three in the "domestic" small open economy (households, firms, and the sovereign government) and one abroad (foreign lenders).
2.1 Households
- Households derive utility from consumption and disutility from labor.
- U is the period utility function, which is continuous, strictly increasing, strictly concave, and satisfies the Inada conditions.
- Following Greenwood, Hercowitz and Huffman (1988), the authors remove the wealth effect on labor supply by specifying period utility as a function of consumption net of the disutility of labor h(L t ), where h is increasing, continuously differentiable and convex.
- Households do not borrow directly from abroad, but they are still able to smooth consumption because the government borrows, pays transfers, and makes default decisions internalizing their utility function.
- With these functional forms, the optimality condition for sectoral labor supply allocations reduces to: EQUATION.
2.2 Final Goods Producers
- The f sector chooses optimally whether to import intermediate goods from abroad or buy them from the m sector at home.
- This interest rate is linked to the sovereign interest rate at equilibrium, as shown in the next section.
- Working capital loans satisfy the standard payment-in-advance condition: EQUATION Profit-maximizing firms choose κ t so that this condition holds with equality.
- As noted earlier, domestic inputs do not require working capital financing.
- When imported intermediate goods are used, the optimality conditions are EQUATION EQUATION Alternatively, when domestic inputs are used, the optimality conditions are: EQUATION ).
2.3 Intermediate Goods Producers
- At equilibrium, the m sector operates only if the market price of its output is positive, which occurs only if the f sector chooses to use domestic inputs.
- Given the domestic price of intermediate goods and the sectoral wage rate, they choose labor demand so as to solve the following profit maximization problem: EQUATION.
- If final goods producers demand domestic intermediate goods, optimal labor demand by producers of intermediate goods satisfies EQUATION.
2. The allocations
- Because, as the authors show later, the interest rate on foreign working capital loans is driven by the sovereign interest rate, these firms face higher financing costs when default risk rises, and so their factor demands and output fall.
- One special case of this situation is the state when default occurs, in which the country has no access to working capital because effectively r has gone to infinity.
- Firms cannot import inputs from abroad and switch to use domestic substitutes.
- Next the authors define the indicator function Φ(r, ε) to identify whether the f sector is using domestic or imported inputs at the current state of interest rates and TFP.
2.5 Endogenous Output Cost of Default
- The decision by firms in the f sector to shift between foreign and domestic inputs depends on the states of the interest rate and TFP.
- Hence, firms choose to use domestic inputs (and bear the efficiency loss) rather than paying this financing cost.
- The switch from imported to domestic inputs that occurs at high interest rates has important implications for the output cost of default.
- This property of the output cost of default is key for the model's ability to support high debt levels together with observed default frequencies, because it makes the default option more attractive to the country at lower states of productivity, and works as a desirable implicit hedging mechanism given the incompleteness of asset markets.
2.6 The Sovereign Government
- The sovereign government trades with foreign lenders one-period, zero-coupon discount bonds, so markets of contingent claims are incomplete.
- As in the Eaton-Gersovitz model, the authors assume that when the country defaults it does not repay at date t and the punishment is exclusion from the world credit market in the same period.
- It chooses a debt policy (amounts and default) that maximizes the households' welfare subject to the constraints that: (a) the private sector allocations must be a competitive equilibrium; and (b) the government budget constraint must hold.
- The authors assume that during the exclusion stage the economy cannot build up its own stock of savings to supply working capital loans to firms, which could be used to purchase imported inputs.
- The authors also studied an alternative setup in which they allowed for a domestic financial market to operate during the exclusion stage.
2.7 Foreign Lenders
- International creditors are risk-neutral and have complete information.
- They invest in sovereign bonds and in private working capital loans.
- Foreign lenders behave competitively and face an opportunity cost of funds equal to the world risk-free interest rate.
- This condition implies that at equilibrium bond prices depend on the risk of default.
- This result, formalized in Theorem 2 below, is consistent with the empirical evidence documented by Edwards (1984) .
2.8 Country Risk & Private Interest Rates: Some Empirical Evidence
- The result that the interest rates on sovereign debt and private working capital loans are the same raises a key empirical question:.
- The authors then constructed the corresponding aggregate country measure as the median across firms.
- The comparison of this measure of interest rates faced by private firms with the standard EMBI+ measure of interest rates on sovereign debt shows two striking facts (see Table 1 ): First, the two interest rates are positively correlated in most countries, with a median correla-tion of 0.7, and in some countries the relationship is very strong .
- Condition 2 requires that the private consumption allocations implied by these optimal borrowing and default choices be both feasible and consistent with a competitive equilibrium (recall that the resource constraint of the sovereign's optimization problem considers only private-sector allocations that are competitive equilibria).
3.1 Calibration
- The authors study the quantitative implications of the model by conducting numerical simulations setting the model to a quarterly frequency and using the following benchmark calibration.
- Hence, setting α m = 0.4 would match the share of total intermediate goods but overestimate the fraction of them that are imported, while α m = 0.15 would match the share of imported inputs but underestimate the share of total intermediate goods.
- The standard deviation and first-order autocorrelation of the cyclical component of H-P filtered GDP are 4.7 percent and 0.79 respectively.
- The target statistic for default frequency is 0.69 percent because Argentina has defaulted five times on its external debt since 1824 (the average default frequency is 2.78 percent annually or 0.69 percent quarterly).
3.2 Results of the Benchmark Simulation
- This subsection examines the model's ability to account for the three key empirical regularities of sovereign debt highlighted in the Introduction: V-shaped output dynamics with deep recessions that hit bottom at times of default, countercyclical country interest rates, and high debt ratios.
- Table 3 compares the moments produced by the model with moments from Argentine data.
- Moreover, their model also produces a closer approximation to the actual correlation between bond spreads and GDP than other models of sovereign default, which do yield acyclical or countercyclical spreads but miss the actual correlations by wide margins.
- The sovereign borrows less when the economy faces an adverse productivity shock, and thus households adjust consumption by more than in the absence of default risk.
- If the authors aggregate the quarterly simulation data into an annual frequency and recalculate these statistics, they find that 22 percent of defaults occur in "good times" (i.e. with GDP above trend), 78 percent occur in bad times, and only about 6 percent of them occur when GDP is two standard deviations or more below trend.
3.3 Dynamics of Output Around Default Episodes
- The authors illustrate the model's ability to match V-shaped dynamics of output around default episodes using event study techniques.
- Figure 4 plots the model's average path of output around default events together with the data for Argentina's HP detrended GDP around the 2001 default (1999Q1 to 2004Q2).
- In default events, however, the Solow residual overestimates the true adverse TFP shock by a large margin (on average, s falls by nearly twice as much as ε when the economy defaults).
- Labor and the allocation of intermediate goods also fall sharply when the economy defaults.
- The sharp declines in GDP, consumption, labor and intermediate goods, together with the large reversal in the current account, indicate that the model yields predictions consistent with the sudden stop phenomenon observed in emerging economies around financial crises.
3.4 Key Features of the Equilibrium with Default
- The value of default increases with working capital because the government transfers the repayment of working capital loans to households when it defaults.
- The lower-left panel of Figure 8 shows that the country borrows less (i.e. chooses a higher asset position) when it experiences a low TFP shock.
- Finally, the lower-right panel of Figure 8 shows that the relationship between output and foreign assets follows "almost" a two-step function.
- The higher step pertains to the range of debt positions when the country has access to world credit markets and firms use imported inputs.
4.1 Working capital
- The working capital constraint plays an important role in the quantitative performance of the model.
- The model without working capital performs much worse in terms of its ability to match all of the important features of the data that the benchmark model mimicked well.
- In contrast, the variability of GDP, the probability of default, and the mean and standard deviation of spreads all increase as θ rises.
- On the other hand, default leads to a lower fraction of output loss at default on average because the TFP shock that triggers default is smaller than in the benchmark case with a lower θ.
- The overall quantitative effects of tightening the working capital constraint on the debt/GDP ratio and the default frequency are particularly large, and the authors get these results even though average sovereign spreads, and hence the average interest rate on working capital, do not deviate sharply from the one-percent risk free rate.
4.2 Costly Labor Reallocation
- As the authors explained earlier, the shift from imported to domestic inputs that occurs when the economy defaults reduces production efficiency because of the costly reallocation of labor away from final goods production.
- The results show that the value of ν directly affects the fraction of output loss at default, as would be expected.
- In addition, the volatility of spreads falls from 2.8 percent with higher ν to 0.71 percent in the benchmark case and 0.35 percent with lower ν.
- Lower and higher ν produce a higher correlation between GDP and spreads than in the benchmark case, but the correlation is always negative.
- Aggregating to an annual frequency, the authors find that with ν = 0.43 half of the defaults occur with output above trend, and no defaults occur with GDP more than two standard deviations below trend (compared with 6 percent of defaults in the benchmark case).
5 Conclusions
- This paper proposed a model of strategic sovereign default with endogenous output dynamics and examined its quantitative predictions.
- The model is consistent with three key stylized facts of sovereign debt: (1) the V-shaped dynamics of output around default episodes, (2) the negative correlation between interest rates on sovereign debt and output, and (3) high debt-output ratios on average and when defaults take place.
- This result follows from the fact that the financing cost of working capital when default occurs rises too much for firms to find it profitable to use imported inputs, and hence they optimally switch to domestic inputs and suffer the corresponding efficiency loss.
- Without the first two features, output would not respond to changes in country risk.
- The authors acknowledge, however, that the linkages between sovereign default and private sector borrowers, and the mechanisms by which default induces economy-wide efficiency losses, should be the subject of further research.
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Cites background from "A Solution to the Default Risk-Busi..."
...Enrique G. Mendoza and Yue (2008) show that a model with these characteristics is consistent with the rapid output collapses and rapid recoveries often observed around default episodes and with the presence of a negative correlation between sovereign spreads and GDP growth....
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357 citations
Cites background from "A Solution to the Default Risk-Busi..."
...…Aguiar and Gopinath (2006), Arellano (2008), Arellano and Ramanarayanan (2008), Bai and Zhang (2006), Benjamin and Wright (2008), Cuadra and Sapriza (2006, 2008), D’Erasmo (2008), Eyigungor (2006), Hatchondo et al. (2006, 2007, 2009), Lizarazo (2005, 2006), Mendoza and Yue (2008), and Yue (2005)....
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...Mendoza and Yue (2008) study the link between sovereign-default risk and output....
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...Mendoza and Yue (2008) also show that in a sovereign default model the mean spread is higher when the sensitivity of the output cost of defaulting to the productivity shock is increased....
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...In our framework, the law of motion of coupon payment obligations follows a simple formulation....
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...Mendoza and Yue (2008) discuss how this fall in the mean spread is explained in part by the lower sensitivity of the output cost to the state assumed by Aguiar and Gopinath (2006)....
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References
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Additional excerpts
...αMεk αk 3 M 3 md,m∗ ́ ́αM−μ 3 L ́αL λ 3 m ́μ−1 = p (14)...
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Additional excerpts
...p̃ (ε) = αmη αm μ ε (m̃ (ε))αm−1 3 L̃ (ε) ́αL kk , (25)...
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Frequently Asked Questions (19)
Q2. What are the future works mentioned in the paper "A solution to the default risk-business cycle disconnect" ?
The authors acknowledge, however, that the linkages between sovereign default and private sector borrowers, and the mechanisms by which default induces economy-wide efficiency losses, should be the subject of further research. This suggests that introducing a mechanism to link political uncertainty to private sector decisions in a model with sovereign risk can be a promising line of research. Similarly, the findings of Bi ( 2008a and 2008b ) on debt dilution effects and dynamic renegotiation in endowment economy models suggest that adding these features to default models with endogenous output dynamics can also be important. Finally, results obtained by Arellano ( 2007 ), Lizarazo ( 2005 ) and Volkan ( 2008 ) suggest that adding risk-averse foreign lenders can also contribute to produce higher debt rations and break the one-to-one link between spreads and default probabilities, so that bond spreads include an additional risk premium and can get closer to the data.
Q3. What are the key features of the model that are critical for the results?
Three features of the model are critical for the results: imported inputs require working capital, the government diverts the firms’ working capital repayment when it defaults, and production with domestic inputs entails an efficiency loss.
Q4. What are the target moments used to set 2 and?
The target moments used to set σ2 and ρε are the variability and persistence of output, which the authors calibrate to quarterly data for Argentina.
Q5. What should be the subject of further research?
The authors acknowledge, however, that the linkages between sovereign default and private sector borrowers, and the mechanisms by which default induces economy-wide efficiency losses, should be the subject of further research.
Q6. What is the effect of the transmission mechanism linking country risk and business cycles?
The transmission mechanism linking country risk and business cycles generates an endogenous output cost of default that is larger in “better” states of nature (i.e., increasing in the state of TFP).
Q7. Why is the debt ratio linked one-to-one with default probabilities?
Because the authors assume a zero recovery rate on defaulted debt and risk-neutral creditors, bond spreads are linked one-to-one with default probabilities (see 38).
Q8. How much of the deviations from the benchmark are below trend?
The fraction of defaults that occur when output is more that two standard deviations below trend falls from 76 percent in the benchmark to 31 percent.
Q9. Why does the model replicate the negative correlation between spreads and GDP?
The model replicates the negative correlation between spreads and GDP because sovereign bonds have higher default risk in bad states.
Q10. What is the effect of the shift from imported to domestic inputs on production efficiency?
16As the authors explained earlier, the shift from imported to domestic inputs that occurs when the economy defaults reduces production efficiency because of the costly reallocation of labor away from final goods production.
Q11. Why does the model simulation for average GDP weigh more the latter than the latter?
Since re-entry has a relatively low probability, however, the model simulation for average GDP weighs more the former than the latter.
Q12. What is the effect of the feedback from country interest rates to output dynamics?
This feedback from country interest rates to output dynamics also affects the country’s incentives to default, reinforcing the reduction in default risk.
Q13. Why is the Argentine bond spreads model able to mimic the negative correlation between GDP?
The model is able to mimic this stylized fact because the ability to share risk with foreign lenders is negatively affected by the higher interest rates induced by increased default probabilities.
Q14. What is the probability of a country being excluded after default?
The probability of re-entry after default is 0.1, which implies that the country stays in exclusion for 2.5 years after default on average, in line with the finding of Gelos et al. (2003).
Q15. How does the model produce a substantial output drop when the country defaults?
Figure 4 shows that the model produces a substantial output drop when the country defaults, equivalent to about 13 percent of the pre-default output level.
Q16. What is the main reason why the model can account for the role of productivity shocks in explaining?
The model’s output dynamics also suggest that the model can account for the seemingly dominant role of productivity shocks in explaining output collapses during financial crises in emerging markets.
Q17. How does the model keep the output loss at default?
To keep the results comparable, the authors introduce an exogenous output loss at default in this variant of their model and calibrate it so as to keep matching the average output loss in default of 13 percent observed in the data, which the authors used as a calibration target in the benchmark calibration.
Q18. Why is the Solow residual so different from the real-world TFP?
The large difference between the two is due to the fact thatthe Solow residual treats the efficiency loss caused by the sectoral reallocation of labor and the lower use of intermediate goods as a reduction in TFP in final goods production.
Q19. What is the average debt ratio for the three countries that defaulted?
Reinhart et al. (2003) report that the external debt ratio during default episodes averaged 71 percent of GDP for all developing countries that defaulted at least once in the 1824-1999 period.