Rechercher
Fermer ce champ de recherche.

The sovereign debt crisis in the eurozone: lessons from emerging countries (Note)

⚠️Automatic translation pending review by an economist.

Abstract :

· Typically, a sovereign crisis is the result of a bank run or a temporary collapse in the exchange rate.

· A monetary and banking union is designed to resolve banking and exchange rate risks, so pure sovereign risk tends to be less frequent in the euro area.

· According to our analysis, under normal business cycle frequency (i.e., assuming that crises last no more than five years and booms no more than seven years), default should not occur.

· When it does occur, we show that it is the result of a lack of debt consolidation during the boom that preceded the sovereign crisis.

Since 2010, the eurozone has been hit by an unprecedented sovereign debt crisis, which has led to three of its members being shut out of the financial markets. Greece, Portugal, and Ireland have had to seek assistance from other eurozone countries in order to refinance their debt. In response to this unexpected crisis, Europe has imposed strict fiscal discipline, with the goal of achieving a near-zero deficit (0.5% deficit according to the TSCG and the « Six-Pack » reform). How did the eurozone become so suddenly prone to sovereign risk? Is Europe overreacting by imposing overly restrictive budgetary constraints?

1. When does a country default? Analysis of financial cycles

Understanding why countries default is an important topic in macroeconomic literature. Reinhart et al. (2003)[1] studied the nature of what they call « debt intolerance » in many countries over the centuries: these countries, particularly emerging economies, are unable to manage certain levels of external debt, which, under the same circumstances, would be perfectly manageable for developed countries. Greece, having defaulted several times in the past before joining the eurozone, certainly falls into this category.

The Greek crisis of 2010, within a monetary union, illustrates one thing: generally, countries do not want to default unilaterally; the choice to default is one that the country must make under the pressure of a crisis; default becomes the lesser evil. Indeed, as shown by the Inter-American Development Bank (2007)[2] and Lévy-Yéyati and Panizza (2011)[3], the decision to default has never really been a unilateral decision by the country in any of the sovereign debt crises of the last century; default came after the crisis had occurred and when the country was under pressure. The only case of a « strategic default »[4]is Ecuador in 2009. It therefore seems that default is closely linked to financial, currency, or banking crises.

The question is therefore when a country defaults, what purely macroeconomic conditions come into play, and what policies should be put in place to avoid precipitating default.

In an ongoing study with Daniel Cohen, we analyze data on sovereign crises in emerging countries since 1970. We start from an observation made by Tomz & Wright (2007): default does not necessarily occur during a recession (38% of defaults do not occur during a recession) and the econometric relationship between GDP and default is surprisingly weak.

The concept of sovereign crisis goes beyond the single case of default to encompass all situations in which countries experience difficulties in managing their debt (see Cohen and Valadier, 2011). In this analysis, the following cases are considered « sovereign debt crises »:

· The sum of interest on the main payment arrears on the long-term debt stock exceeds 5% of the total debt stock;

· The country has received debt relief from the Paris Club;

· The country receives substantial balance of payments assistance from the IMF in the form of Stand-By Arrangements or Extended Fund Facilities. We define exceptional IMF support as an event during which the country uses more than 50% of its quota in one year (see Kraay and Nehru, 2006[8]).

We analyze thebusiness cycle of countries that have defaulted in order to trace the profile of their business cycle (peaks and troughs) around the default (see Figure 1, example of Mexico). It turns out that default occurs when the country is experiencing a change in its growth regime. One striking point emerges from this analysis: the vast majority of defaults (71%) occur when the state of nature is poor, defined as a peak-to-trough episode. This figure rises to 86% after correcting for cycle measurement errors.

Figure 1 – Mexico’s business cycle, default in 1983 (in red)

<img alt= » » height= »260″ src= »data:image/png;base64,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

+GcMg666eloQIZAVNZzI6heLySR2EZWdLYUcq40IFiMCOGP1eqw29IC8OVWdBkxaUhMwOLbyqvAZlJo/KZXcF9gIdYtgLlwXiiM6bs/E3Hg1LSMFFWOqfYWWOcUDYaJG4tiYEGwAwqiptcBhoEezwnBvJjZgZ+t912W+JPvfqdhkjHhk805aLRrveHKOVGdjorOiQaN+Vl0EVHzoOXh9Idd9xxmHzE8RaAemXFe2IgHWZoon9qfNVJ50f5eSuS2Fkk3pvp73Qs6DT5Ul46VtY8MOuPjlOnPKTReWYaaBO4aDDY4AHErCqBDg4DBt2n7AQeWHTwlIcHGXnBhLdE+CS3P9Cet4Lt22yaPyjG+AxINgJlYAAIb4zGg75YaJnrc12On6zaeMDaCkbabn8l+uhTL9uM8T6770JhiGCYUk5ehdNRUyYWa8IL/UBP4BgNda6lrjFwMFZpBwxCI3N+jzuT9Ga5kX+7n9T526dX2dMvLraGvVt9lxWfDW5ttmH5e2zX+rdsdcO4UDbaAe2dOkQH0XWMHMrBDiYE+MGNPoJ2QJlpB9Q112AMoffoB2yYPWeGGWa0J/o2OJBmNgLtFDcj+mrqnLIhBw9adDwOhGn/lJny0N9jpOGuhpEGF+7FiOEa+sD13l6eXfCcnXb+VbazZI7V+mvyKcefZ1+/4Ut2znHtbxTQcdbMMIhl/2cYZCPQhzHwpf9lwEx/Fn1+6cOZAMA4izskUT6eXUwK8XYnDjxhRZnRWeqUQRVtn2cfg2pCUVGxTzSdYi++ushyfvlne2HZPtu6bbfV12ywsePG24euPMvOndu+P3pvlj2WgXU6PJ++9rWvhbITj67RP2E8TfVBNH0ya6KYHKP+0V14MdMdJ1twSeONF2s/uIf6p3/jDSDGHvqE3rOXOfrAGxX0nUAboM1jvPZ2wE5gQMzAgGcJdY2dga4x+Ij9+E033WR33nlneCtNHG0b+4L+iTrnWt7UMmGEGwobMlAu2grljztu8WyAG30oa4cw+Hk+8JygXfPM6O3gDkhW2rTZtr71R39e+4Lr4hF2YOdKqxjlOw3tLbTdu9wd0ds3eoybKOvZYtujHVCG9/nhQNhh9GfoPq54PP/oL3jGUTYmHHDzgg1v7TlrAvsMW4i2wHcW+9OXD4bQ741yOmc6VCoKRadR3+evJKlIlJuOiYrG0KByqFwaPzPC+NYlG940bh7CyUZarExeczOryOb1dKqkh0GDSwAdYrYCr/0YEdKZYXTxQGMGBUMqGmHMIPBql/LDiY6Kh0589RdlpbOj88eQia+P4m+pPun8Md55EGYz0PnQyfjexKFMNGgapu+/GwwuBgqUlc6e+iHwNzPF+FDTcGOAGzpD2X0v3I4tqOLv1KXvBRwaNZ0pxjl6w8MBxiysTNadeG8mP5GTBw2uVnCnM0I2DnCiM6JcdEa8/qMzokwEOl3cG3gARMOK+kdnuZfOLL7yo/NnWzgMWAwUDB0eeugT/1zJbGh9g91Stc3GDOn9BxjyIyeGIsYK9U4H+8RTfzPfsM2ay0+1/JKRYZb81w8+Z221zLC0hfLwwMbojG5K6AhrABhksPsK7PjH2wHf2z08lMkPIxQD4Zd+cA0GO3pDO2LbUfSqtwNHUj/07Dp79KUNVrd9ldWse9bG+evfGVMn2qY1K+x/u47T9yA3fQ4PZfo05ERHcHHA8IizQcRhlLP4F8OEusbQ8/36wyCF8nAv7fjrX/96MGTwN8VQQcdZY5C4nqY3y4+sGAvRIKZ+qHNkZw3And6Po5vMpmGAxVkwDCx8cnE7oyxwwYih/+daykxZPuJvwcbOPsd+/Nt3rGZvg+3fd9CWb6juMMq5jrYU2cb20ptlJm3aGu5l9EG0bWRgUEi/ijGNUU57Z7DA7CmB/pnBE30TTAjUL+2Z5xsc4Edb/8d//MfQ13vTsJa8Erv0I5+17/zwLlt414+88gusqLDAJk2eYtfe+nm74Zr5Ia3e/h91RLmpJ4xh+lbiCJQHo4q2yOCZSR9+Y0YdHWGgRbmJJ/A3z2nebmHQMSFH2Vnrw7OMwSi6wvOa5x+Gqe9ZHdLifvJAf7JhlCMbA0TyZPLA99gOcqBrPJduv/32YKvQX/M8os4xxnnGxEkG+mQCkwtMhmGrxDZLP8dkG305gWcCNg7PDvihF+gOBjlujnDq9dDmu9o17rFRQ4useq8v9lzth7wN9QPe6ortZ2uHu7z/K5QZe4RnFVtQMwGIbHCiH4+TYTwPsHHwYkAXYMFg1c+mCf0Z/CgfgxQmIujHaVPwZVIGfcjG87rXmXoGOQ6ASZx+G+i8cUGg0qgAHio0AAIPUzplRqSMEunEuY5Gz2+pOl9mWalcjIDOAmlgrDByQ3kwysknm4ERIw2OQOdDxwwLFDwa3fGVEDMxNFoaLPImBzpI+PCApqPrKpAPxjCdWewouronE7+jinRoPMToZKhrOm3koVzMjBAwTJlJ5BP5iOcBlxzQEwxQjK/4gEu+hrRJixk68sJIYHalO5yS00r3b+RkoIEs6Cz/0EE6GeoM2Xn4MFuGccPvDE4TByExb8pAZ8Z1pEGbwBiJesHv/AZnfg/BuRfs2GmV37jDhvnRyHmL/mw5M9tfDcd0M/2JHJSHwSJ1TVmb/MHK/rb/+YS7TfnOhwVuTJ09u8SuPaXY9u47EMrC2w0evokh6g3poevoBMZrbCfxWvLkwYluU7/oxZH6gXhfTz/ZSebx1zbbPX9428vhiy6bam322Bz79JWzbezwsmBQUAbqKsrMa2nqkfLEmSI+EwO/MZvMgA0m6G28P/E60qbc9CkE9AEDPpuBCRV0nBAfnugffXHslzBQY3mon6k+M5gsJ22FPpy+Gb2hr5/lbaR6b5N9656XbOX6XVZc4rsQnTXFvvUpjPn2twr0paRPmtkK9NnoJGWnzWKMxAEUuodxDgOMTvop2j/6GHlEOdFb+ifqjzIwEUVdo+eNviXklp0H7JFXN9pTrmNVW7dZ/Z4qK8xtsuNmjLcPX3a6XXaev20r7X13higvfRXPG2b4KW8MMEA/0XMCeokOxzedxPPcjvoR7yM99ILnHW2APiDOBJMGzwH4oBswjIHnB/oTr43xvfFJvhiL0Z2EOiOgoxjQyIE8BOo89tHIRl0mt23SY9CNXjCoRF9ot4mBstOPo2PoBbpDPtgL2QjkX129y154Y4U9/sp6P1Mkz+afMsEmjCi23LzD2VMenjuUm0A7TJzZhhfsKHPysx82lJ14AnrFM5t+D7sHfYDxQA/oNwO1fm+Udwc0RjmKGPcb7849ukYEROBdAt65eo9pLR+6wdpWug/2In/70stGeWfs6xtb7Pb/7xV7fVlVcFk5+6QJ9i+fP8ePU8+e73NnsqUT3+yLZ19essN+/OCbVuX7Z+e4e9DE0WX2VTcYz5szKp0kdU8KAjU+2Pn2fQvtZd83Od93hjjrhAn27VvOtLLiLMwYppAnRjHj1eCDMvfm9x1Pcn2nmMzoMU127wGfPNpQ429f1tuCt3wQ3uTbDObku7FfamfOGW0fv2SGzZnU+24Msaz6PHYJuIobJnNhdrzhBiXoaJT3bY+VQbS8vlIQARFIkwDth/fgfRzy3GidNqnM3lrjLg5uoO/a02Dbd9f7CXKHz473sZjdyr7Zea6pqrWfPbbMqqp9H203yIYPLbRrLphqZ88a2a00dFH3CGCITxrnC8tWuN747HHtvgbb7MznVLa7BHQvlcxexdaXVbsO2DvrdrnB3OaLLEttjBvM5T6TX+77O+enaaAzO7652ncbWbrdHn15g63eXBMMoiHFhb6LUrlddOoku+z0iTbe9yRXEIFsECiSMZ4xzIPGKM8YESUkAiLQZwQwyk+YNsIefX6d7XdDa3fdAdtWc2DAGeXMZGIU/uLxlbZsre8hnpNrpW6MXX3uVN8qbJq7M7S/iu0z0IMsYwzc6W6QFvrnfjdaa/Y22sY+NMpZA7HB34zc/98r7KXF7a5xwypKbMq4Mh8ojPBj7ke461KpDRviPv7uWoLedxXi7PiyDXvsj8+tt1fdKK/3BdKchjvC/XrPmDfOrjlvip04dYT0qyuY+l0E+ikBGeX9tGIklggciwQ4wpmttIp8L+X9B5t9sWejbd3p25Nmb+OjjGDf44sN//LiBnv2jS3BDafQ3+uefcJ4u/6SmVZW0u5bmpGMlEgggGsIs8RFznnfwSarc9eOqur2bW2zjQjjeavvtPObv620Z173rUjdrYSX+3v319pmXyyxaHm1PfZSkVWOH2onzxxl8yYP823k3EAvK7Tiwvzg4vKu+2yH6Oxvv23Pfntm0Vb3H/ctLjfVWmtOq19fYON9Bv79Pti73GfHx2l2vIOZvojAQCTQY6McB34WWrDYkAUMLIhkwUbyYo3o6M9iDBz2WeTCPxYxKIiACIgABDBGxg8fYiOGlYajm5ub/eTRHXt9EWhr8MkdCJQYTDy5cIv96bm14TCbfDcY5/ns/81XzgozmgOhDANNRmaax7vOlDDg8R1Y6v1kz+oaTiZu16lslQcHsN11Db6wd5M94f8ONrf4eog8d1ti28oW21ff5LtGNNsWBg279tmiZTtsqBvjsyePsFNnjrCp4yvcyC6xEeVFVuoGemFBnrFQeN22Gnvslc32xCsb3bhvDGsThg0psnk+K37luVPskpPHZ+WUzmxxVD4icKwS6JFRzupbtiNiOzlW1mNwswsAe3qzN2VcBcwKbPalZEscrmGlLSvM2aOSHSTiqtpjtRJUbhEQgUMEcO3gZMu1mzip0mxd1V7bU3fQ/XE5WKh/h4amFnvVF3b+8knfdcMNsDyfdJgxYbj93VWzbfqE9+6M1L9LM7Ck423EBD8chwW1La446ExDY5OVFGXnzQQG+R53m3n89S32h2fWet7NVpSXbzPcr/2KsytdH5ptra8x2Lpzv+8yVG/7feBw0NdN8H1X7RZ76Z0qG1lRbMdNGWZzK4fbFAx01/kNO+rsry9ttDdW7PAc2DrQyzlySDjG/Mozp/jhU1rMObA0VdKKQOcEemSUM/uNMc72R3GvX/ZSZV/c+++/v2MfXLa4Y09K9ptlhxSMdE6YZJ/tf//3f8/KlkWdI9AvIiAC/YkAhuyJ04bb4y+v9yMvzdZvrbMdtQ393ijHj/jtNbvs/zy8xHbs9m3w3GVhtPsR3/j+4+yMWdnZ/70/1WO2ZSnwwdwUdwl53Wef8Rna6Tqz23dlmZglo3zfgSb725t+xsWjy8JseaH7ek+dMNRuunqOXXjiuDDArPVrtviprut84LDCfcNXbNplO3Y2WJ37hjf6jDgGerXrzotvbg2z6yN8hn3X3vrw1oh1CeVDCu2EGaPsmvOn2dl+GFCRz6QriIAIDB4CPTLKmeHm4BYOtoj7bLJX9gc+8IGwj2Q8nIKTqdhr9Ac/+EHHdewtySEB7DfJUcEKIiACIgCBXHdFOG7SMMtzt4+2Jt+/tqbeDSz8g7N7mNXR1AazpFt31dsvnljhgwj2Xs/1t4Z+kuxZk90gG6uFd0cDM81r8StnsWeu26nuKeJ7YDf4CZ/NNjELG90ccJeUV5dtt989scp2u/sMA0u2vvzY+/zE2HljQ4lwzWJh5zAfcM6bOtwuOGGs7ahpsLWuL4tW7rB1m2ttl8/us46iwdPb7cY4g7v8fN/H3/d9HjW8yC45vdKucp2aqdnxNLVEt4lA/ybQI6OcwwA4vCExcDgAhyREX3Fm05k15+jYaLhzPacwYahzfHQmjHK5wCTWgr6LwFESwGLoJ4GNKMb4wrcx7iO8xWcUm/zkuDVb6uyik8PEeT+R8nAxdtYetIfch/yNZTuDO16JuxjM963pPnHJdPn6Ho6q1/5iB5apY8vCQslmdyOqdb/tWl9w29sBl6XXfPHmzx5bYZt37nODPM/f6hTbxy+dZZedOjHlgCwY6O5LzuLOWb6X+IVuoFe7Mf/Ouj22xHfr2bhtn233geheDHzKNbHCLj19kr3/7Ek2JEsz/73NTemLgAi8l0CPjPL3JmfhCGtOaYvHQXP6En7kySez4XuOwY5R3tPAAIAjV0mP/MifRacEFpxi/BPHNRjv8VTQGMffxPM7cVzPfclxnDKHHz1px+tiHC45fOfeeAIn18Y4rj+STEeSkxMdYdiZnJSzJzIdjZzdZdeZTD2RkzRTcUqO64xTcn1yX2dydrc+Bzq7UJ+us0O87TT6P5+b5kQxO+AnxJUeoS30BrvYPkm7tbHeprshsmn7Xpcp11Zt8VnEPX665dCytNpCb+gd7A56u2zLKw6L+h5+fq01t7X6AS5mx08fbh++oNKGluQFd73kviXTepfILt3+rjOZeosdfVpyH0xe9JmUB76E2BZjHG2OcynidUFffJ1Ss+vvSF8gycmC9e4K0uizzejPGbNHhHrietIihLrzPIgjT54hTCaRR2IcE09RJu7lGkKUad+Betuws9n+67HltmaT7xfudV9WmmcXnjLeLj5prO+Z3mDNee3liXLynIr5E0dZGBJP9JMQRw0ZYZefNt42uYvLm6t3hv3Ic1ynLjq10mZPKLXc1maXp/0ZFMuTLFPklChnjOuMXSqZuD/KGfOiD03FKVVcV+y6kilVHSfKGWU6Gjm7K9NAZwcndIs2FnUsFadUcZ3Vcbrsot53VZ9HkrMzmXqid6xtpD1QLmRD14njX4zr7CRwuPVWyLvTQ3cSx9jluHuOs41HknO0KbBiwLccF5VTTz3Vbrzxxg4D6u6777Zrr702HIcar+Xze9/7XujcPv/5zydGH/E7DZnjWOvq6jr+sdg0HiPPUcSA5BhmjvAFND7t7ArDNdyXGLfej5+mDHSyfOc6PqkUFJojkBlAkAYKwAOPtMmDI3DpGDjiNjGOBw1HyrIrDd+5js8oE8rHUd/khewcNU7aUU7yhzcPCr4ny0Q5EmVKlJN0SYujnRNlQk6OAea46USZkBNOUabILspEXgwy4EA5kYnvxPEbgTqhHDGOa5CJtInj6Fx4UiZ0h7yI45P64CSrGIecXBPrjuuIIy1kIp0oE+Xj/u7KFOsuyhTrk/zIY72z7kwm2LHDELoTZeK+KBNxpJtKJnhRdvQsG+xgQtkSZYpypmTn9Vjh7hZ7fv4ry/Xj7Fv+7iO2zlmXvFvH8M0GO+o41ue69RuspaDc/YO3h/qloxxXUmejRwzt0DuMpUS9QzeQsyd6d7TsVq3ZYCt2NIf9qHe7K0KBy1A5psg+fdkMG9K6x3fJaGeXKFNv6F0iu6hjR9K7/sAuypnYj1AO2iDtiPZCu6F/oN1R17EfoT0SRxrwpN62+7HbOfkF9sriLe7T3eLszYpzGuyk6SNsy+aN4TrS4lrSJj3SoB3Tt/GAJt+YP3knxnE998W+DVmefXWZPbWkzhYu3Rb6wnIfEJw9Z7hde7bvQJbb6H3ujpBvopwcD869xJE/MpF/7B8KfZvD/bXVNnlEnl3gvujjyxr84KFy2+JsuI4Q5YwyofeUI8reGTueC+QPs85kIg1kos+IfSvXZ5JdlJP0E+sYmWDTHTmjTIns4BnbQjIn0kyOg1Mm2cX67Ck7jOrYFmIdwynWMXGxLVAv5JvIjvaRWMfx+RX1LpvsqOPu1Gdn7Cjz0bTZ7rIjzV27dgWdIA90gXrDRqLdY2eOHJkF37cggYW2vXTpUuu2UY6x961vfcuefvrp8A+AJ510Umi0pEml//jHPw7GFIb5mDFjQlZ0/v/xH/8RdlrB/zwGHrJ33XVX8D9nt5buBkC9+OKLwYBCCenQMWZxm5k1a1aAyWCBgJGE8UqIcRidGKVUQBxUcA2dRLyOCiGOMsbriMM4RplRMr4TRxrEoewxL37jGgy9GBfzT5aJNFLJhIzEx/yRjb+RibRJL8pE3slxXJcoUyxrokxHkjPmT75cR0iUM96bzC5el8iJOK5DHv5xb2TH31wbOcXrkuWEA+yQgRDTyKRMMd1UMiXXZ6KcyIB8yMQnfyfKSbrwjHrX2+zQ5cgzynQkdshX7sZM7iP/bfnbq63gphusZeQIK0+o967qkzTIK5PsikuH+Az0ZmPv8oaGZjvnxDE2s3J0YEz5YvskXwLMu5KzK707GnaFRcW2eN1uu/+JDe5mw0CoffePW6+d5+4I440THbsjE7Jnil2ijpFuZ3rX1+wS5aRtUZ+xD4462xU77ontDr0r8H6kqLjUF1Hu9zcre8NeiKXF+XbhyZW+A0t7v8N19C2kzb0xDf6mjcT0YJccx73Ewc7fJ9nOupywy87ry2t9t5dWP6mz0C48dYLd/P65Nsn9yRkVcE/UT/pg/o79XcyfuKh3Mc5vtoLCIitwHWOP8tIhh3Q8Uc4oE/dH2flEzq7aAmVMJRP3km7sg2O6MY7fo5wxr0SZumJHfcc6Rg8S5Yzpkhf/0mFHGrG/43vMC7kT5SR94jLJDn2KnKJukX+M6y67xPYR5YQT3yMT0uqMHfHkT4gyUfYoU4xL1rv+yC5ZpliG5PqMetdddrCkLXN9IuMYF/U0QMzC/xhcYpT7m2q3CrsRMLqfffbZ0Bi5ZdKkSXbmmWcGpcBQvu+++2zlypX2xS9+MeyyEpNkFpVFnbfccovdcccdMTqMjqdPn24//OEP7aabbuqI7+oLRj4jHGSgsgjs4jJq1KggT1f363cREIEUBKp3WsvNX7C2Ba9Z3nMPW84pJ6W4KHtR9Eqr3bD6X3e/aNt9P+ci70Bv+8Sp9on5U7MnxBFycnvb1myrs//3t2/7VnXbg8tPufsH33zN8fbRC6b5KYuH3iAeIRn9lGECDb4w+NFXNtk//9z12H2xp4wbZj/44tk2ZXS7gZKJ7Kj7Kj8t9JdPrrFHfIegRj8cqLS4wM71EzU/f93xVpnBvDIhr9IQARHo/wR44/HAAw9Yt33Kx44dax//+MffUzKm/++9915744037B/+4R+M3VeCj5wbzIw+GG2zFeILL7wQXg0MHTo0GNT4kjOaO+64496T5pEiGNklv1Jg5Bh9BY90r34TARHohACWBvvI8a974/ROEspMNOPtCt/+bZrvMrGtus5avKdatnG3+w1P6XODFzxVvtf0Lx5bYYtXVQdexX4C6Xxf1HfVGZP6XL7M1MDATCXfVwmPc99s9ixv8YOnauoO+B7gBzJmlFP3O3w3oIeeX2+PvbzOnzutfjhQrh/8M8o+41sfyiAfmHojqUWgvxDo0XGaGMIPPvhg2GucmXN8bhcsWBDcW1577bWwQIaCfuUrXwkuJn/4wx9s4cKF9vLLL9tPfvITmz9/fnCB6SmMbk729zQb3S8CIpBFAiyYm+H7TvP6vs0HDeu21ISTPbMoQsqs9vpe03/0nVYWvLHZmlpZUJVrp/u2dx+bPyMMJFLepMisEGDnnmFlxTbad+7BpQSjeYO7s7gK9TgwZGW7w7++vNH+4vV/0HddKfDZ+DlTRtj/uOo4HeLTY8JKQAREoNsz5alQYQzjzz1u3DhbtWqV/ehHPwqXET9t2rRgcDOzzT7mX/va14yDhX7/+98Ht5OZM2cGYx3/IAUREAERSCZQWOCnIfoOLJzw6faV7fB9wLf4lnMzPa6vQlNzq726fEcwyjkuvaAg1+ZOG2WfvXpuOIW0r+RSvu0Egg+x73gzwX26q3bstWYGc34iLG9vC/3NbLoBg7zWDyL62xtV9tvHV1hdQ2NY1DtzcoV96vLZdsqM7C0IS7cMuk8ERKD/E0i/l/Ky4RCPsX3zzTd3zIrHIuM8j+sKAcP81ltvtUsuuSSsEMbdBLeVioq+e7hGOfUpAiLQPwkw68le5RXuq13rB6o0+Y4Ey3zbub4yynFd2FR9wP747Fqr89nyQp8lnTC63G68YrbNrlRf1h+0CLenISX5Ntn3K39lcZu/ZWn17QXd/ckPE+q+s+Z7S7KvvsleWOI+n0+tsrr6Rne9zLPJ44baxy+eaeefMO69NyhGBERABNIg0COjnFkJdlmJO60cKX/8y9kdhX8KIiACItAVgRzfgWLUsCIb4UfV1/pJh83ux7JyQ63ZOV3d2Tu/NzS22JOLttgbfvpivu8gUew7enzwvGl21rz2naZ6J1elerQESnxLwUmjfGcW/89tcj/G/oAd8H3LS9zvP51Q7/X+6rId9ov/9sOB3MBnV4axw0vto/On2+V+oA9vchREQAREIBMEeuRTngkBlIYIiIAIpCLArOdwnyUfNawkbC/Y3NTmJ3vWuHGOM0F2Q6u7Qbyzfo/99cV1IeNcn8Y/cdYou/JMN8oQVKHfEMjzuhnjRnNZqW9d6H5P+xqa3O2pfY/qoxUSv/E3Vu2yX/33Slu/tTYMxsaOKLEPXjDVrj57sgzyowWq60VABI5IQEb5EfHoRxEQgb4kUOR+5ZVjyn0P6lxfuNcWFtpt3XMg6yJV1zbYr55c5X7t+31NjLnbyhD75KWzfMBQnHVZlOGRCTBgGllRaOP8wJ1WN8obfbHn6i11R74p6dfgQ+4uU4tW7bR7H11qSzfusjyfeR9aVmQfmT/Trr94hhX5Di8KIiACIpBJAjLKM0lTaYmACGSUAAbWlLHlNoRZT/9v33+FgAgAACeOSURBVIFGW7GxJqN5dJVYg8+WPvl6lb250vcj9/8K3Z/48jMr7eTpI/0vhf5GgMOmwg4sw4uD+wqLczds98OEuhnY7WfbrgP2iO93/h8PvWPLVu8K9V7mvuoX+OFA15w32V2X0nOF6aYIukwEROAYJSCj/BiteBVbBAYCAV9LGRZ2lvs2d23uIHzgYJut3Ox+5VkK7rVia6tq7dGXfAs890vm6PYp4yvs8jMqrbhAM6VZqoajysbHcTbM97if6DuwsJVmsxvlW6p9W8RueD3tb2ixFZt2+1uRNXbfX5bams0+APT0mCG/4JRKu/4Str1s38DgqITSxSIgAiLQDQIa7ncDki4RARHoGwLMek4eMyT4lldtzfG9oZtsg29x1+TTmewR3dthr8/MP/DMOtvgp3eysL3cjb0rfJZ8iu/uodB/CRT6gGmMr0XAv5wdWHbX1tveAwfdWE9tUGOwb3e3qDfdf/yxVzfY60t3+N7mbVbse9CPG1Fm5588wa4+t9Km+Y4rCiIgAiLQWwRklPcWWaUrAiKQEQJDh/huGmOG2vL1u4OPcPWeetu2+4Cfnti7hjGGP4v8nntzc9j5pcgNvbP8KPUPnDs5I+VSIr1HgJM9WZBZXFLoA7lm2++Dq3U+sDp1xnuN8kafSV+zZa89/PIGW7Bos+2qOWAFufk+I17ge9CP8B12ptq5fjhUuru39F4plbIIiMBgIyCjfLDVqMojAoOMAH7lsycOs2fdKMaFpHb/QVu3dW+vGuXsSY7h/5eX1lmdL/gr8INnxo4cYtddME2ndg4A/UJnRgwtsrJiN8oPNtoB39Zw/bb9bpSP6pCeOt7jurR47W777d9W2pI1e6zRDxkqyi+wke6PfvFpE+39Z0/RSZ0dxPRFBESgtwnIKO9twkpfBESgRwTYcnDWlAor8d0uGjDK/WTF1VX77KKTepTsEW9u8NnVBW9utYVLtlu+n7HAThuXudvKqTN1cuMRwfWTH8O2iBXF7m5UYNXuFs4e81uqDy32ZHa8yvcvf/rNKl8vsN42sRDUfceHuBE/zU+MvcK3uny/b3lYVlLQT0okMURABI4FAjLKj4VaVhlFYAATCDuwuF95mfsD17hBvt9P09y8vc531mjzg1wyv/9Jq0+hLl9fY398fq01+lGQ+bl5Nm/qCN91Y0rYDnEAozxmRPdxXPD/H+o609bqaxEam22rG+HscV/DDj6+5/zjr26y596ucoO9OQy8RrsP+imzR4XZ8TPnjD5mWKmgIiAC/YeAjPL+UxeSRAREoBMCFaWFVjmu3Kp27LMWX4K3wxfl1dU3B7/fTm5JO3pPXaP95pnVtsV9kPN8MekoP1H0k5fNsrFutCkMHAIF/oZjwuhSe2e1n+zpxvjO2oP2zro9vvf4Dnv0lQ22edu+MMgq9rcgsyYNt6t8rcBFJ02wke72oiACIiACfUFARnlfUFeeIiACR0WAGfHjJlXYa4u3Wasfa77Td9PYXVefcaO8qbnNnltcZQuXbg/Hqed7XpecMTG4rbD7isLAIUDdVY4ut6Iid3tqbLXtfvDTTx5ZZivX7fYB3cHwBqS8NN9OmjXaPvG+mXbitOG+dkDbXA6cGpakIjD4CMgoH3x1qhKJwNETOGx3wW5s6Hz0OfToDnyE50wZ3u6u4oe77K45aDt2H/Qt6nqU7GE3s/Bvw45ae+iZtb4ferPlupPxRD9N9OpzJruvsbrKw2ANgD/y/S3H5LFDwmFP9b4WYaefylpdUx928CkqzA/7mM/3rQ4/cP4Um+iLeBVEQAREoK8J6EnT1zWg/EWgPxDIdau8mCPjW8x8kWN/C8yUz/RDe0p91pOtCg/4jhpbd++3trbRGfPz3u+G+O8XrLX1vrNLjhvopb5I8JLTJtnMCRX9DYfk6QYB9rGf6i5PRUV+GqzvoOPKEv6V+TaJx08b6fuOT7H3nTo++JN3IzldIgIiIAK9TkBGea8jVgYiMAAIFBaaVfi+321ulDce7HcC4zhS7n7lE8cOtdo1u6zNI1b53tINTS1hV5aeCtzii0ZXbqq1F9/ebk2eZr67MZw0fYRdefakniat+/uIAN5Gw8uLbPzIUqves9/XB/je5cOH2Lknjg8HQB0/dXgfSaZsRUAERCA1ARnlqbkoVgSOPQK+y4hb5e0ziv2w9IX5ueEwl8Vrqi3Pz7tfvWmPn9LY6EZ5zxZgeoltu+9J/tCza4LfMVsgjnND7sPzZ1rlqN49oKgfYh5UIpUW5YfDf1xdrMy/X3xapc0/ZbwN8e8KIiACItDfCKhn6m81InlEQARSEmCmc87kdleSHHdF2LSjLuxZ3tNdURqbWn1x5zZ7/s0tlut5FLqLzIWnTLBz545JKYciBw4Bdla54oxJds7csebeLOFtC3qkIAIiIAL9kcBhy7v6o4CSSQREQAQggF/5tHFDrTjMcuaEkzY3Ve/rERz3WrG17kP+8PPrfS/rFst1n4eZE4badRdOC+4OPUpcN/cLAgX+hmVkRZENc1cWGeT9okokhAiIQCcEZJR3AkbRIiAC/YsAPsLsVz51XIU1t7X6YswcW7Z+tzX76Yzphr2+APCvL2+wNVv2hD3JK8oK7JoLp9vEUdqNI12muk8EREAERCA9AjLK0+Omu0RABLJMAKeDIb6v9KxKd2Hxw2BafYuU5Rtrrak1PaOc0x1fXLLdHntxg8+Q5wb3hvmnTbZLTh7vPutycchy9So7ERABETjmCcgoP+ZVQABEYOAQKHHXlekTK/xMT0KOn8q4N5zsebQlYHe8rX6YzB98ceeBg02+vLXNxvmizmvOm2xlpQVHm5yuFwEREAEREIEeE5BR3mOESkAERCBbBJjBnuIH+mA4t7pDOIf8rK3ae9TZsyf5H5/fYKs27gkbzmDss7hzduWwo05LN4iACIiACIhAJgho95VMUFQaIiACWSHAQswRFb5fuRvmGNTNzW32xuqdNqai+9sitvk0+YZtdfbUok1hcSd7ks+b4YfJnDVZbitZqUVlIgIiIAIikIqAjPJUVBQnAiLQLwng6j16aIlN9R1SVqzbFU73fOzF9bZoeXW35W11o3ynH7e+q7be/cjzbLQb9B/2xZ3TPU0FERABERABEegrAjLK+4q88hUBEUiLQHlJgU0f325At7S0hgN/qnYc3daIeb69Yq5vXF3se5Kf4yc8XnDC2LRk0U0iIAIiIAIikCkCWTfKW9/dKSE3V+7smapEpSMCxxIB9pqeO2W4VfrWiLV1Daz3TCtw24zK4faxi6dZobuwKIiACIiACIhAXxLIqFG+d+9eW7dunRUUFNicOXP8sI9Dhve+ffts1apVduDAAcvxd9CjR4+2yspKKy4u7svyK28REIEBRoBZ7hOnjbC/u+o427xzn+WmaZVz9Ppps0Z3zLoPMAwSVwREQAREYJARyJhR3tzsuxn88Y/205/+1AoLC+2hhx6ysrKygOvgwYP2pz/9yX72s59ZSUmJ75rQauPGjbNPf/rTdvHFFx9mvA8yviqOCIhALxAYUpxv110wtRdSVpIiIAIiIAIi0DcEDk1l9zD/d955x+6//34bOXKkLV682FpaWjpSfPvtt+3b3/62zZ8/3775zW/aV7/6VT89L8/uuusu27VrV8d1+iICIiACIiACIiACIiACxyKBjMyU19XV2b333msXXXSRTZs2zV5//fXDWN533302ZsyYYJAzi04YP368XXbZZcGAf9/73nfY9fpDBERABERABERABERABI4lAj2eKccVZcGCBVZTU2Of/OQnrbS01NgHOIbGxkZ7+OGH7WMf+1hwa4nx06dP9z2Gm23hwoUxqkef+KkriIAIpEkAB2s1oTTh6TYREAEREAER6DmBHs+Ub9q0yR544AG7+uqr7bjjjgsz34lGeX19fZASH/LEwAJPDPYnn3zSbr/99sSfjvo7BjmDAtKrra21oUOH2v79+0M6Q4YMMRagxjiuxa+d2f2KiorwiSwsSmUxKnFcz+CCa0mHe4kjLcrGYlXiyAu/eQYmDQ0NVl5eHuL4pNxcm5w/QiXHpZIJ9x7kSpQTuZNlQk5ClClRTmRIlglZk+NSyUk+pE3+XA8HGBUVFYXvMY6/uZb8iYMhcpImTOBDHGlFTsSRLhxwc6Le+B7juI9AOtzL9XGBcHJcZzIRj8yJMpEmTKJMR5KTdRDJMkVOXclJ3tQdskdOqeTkGkJ/YDcU/acO/bj5FteRPe5WNvTduoMToS/YwZC2kKx3kV13ZYq6GOuut/QuVVvIJrtETgORHfVJu6PtRr2j7ug/YhztkPYZ42LfQj8S+wfSSOxHuJfriKOO4ES7I448Y/skLuYf9S7G8Rn1rrsyRTljP8ZEVFNT03vk7EqmzuREptgHHy07ZKKs9Mup2CET5RW7dl1M1LvIjn6ks/rsS3bJ9YkeIn9y+8iG3sX2mdgW0LsjsTtS++ysLaCnR9NmyZ9/eG8gG/XF37TRGDd8+PDw7Mvm//Lu9NCdDFFC3FI2b94c/tGQgfOLX/zCVq5caXfccYfl5+cbvuWPP/643XbbbaGQFPbuu+8ORvu8efMOy+r73/++Uehbb731sPgj/UFnuG3btmD8YoDyj4HBsmXLjPTffPPNYDCz0wv+6lQuPu4Y2ytWrAj3RTmHDRsW7kMxUWLSII4ycA2d3PLly0McaZAWD/XVq1eH9IiDAcb52rVrgwH21ltvhY5u/fr1QU6UD596jLM1a9bYzp07Q8OIMsEOOVGIGEeelAsFW7JkSWDEJ3/DM8oZZUIZKRuykxcND5mQk8EDMiHnxo0b3yMT11RXV3fIxPWJ7JYuXRqMWNJHJlghH+UhjocZDwbuwdhFNtihL5Q3xrEjD+zgBBOugydywgqZKSMcNmzYYDt27Ai/kz+ycx+cSId7SZc89+zZE/KLcVEm6o7fkZPfYNeZnFEm8qIxxvok3ygT7JAJ+aJMsT65hzwoFzx37979HpkoOyGRHSw7kymZHeyjnOR1JHbUJ78jJzKRVmfsqD9kGu48N/7qtzZ88yZr+eiHbVHNHqt4tz6zxS5VfdI+ussu6lim2VGfqfQusktsC53pHXoR20JsH7E+M6F33WWH7qRqs6nYodfd1TvKQt+WrHep2HXWj8COuqMvoN6Rk7qnf6DdUUZ0kfvpI8iL65CdfoBnE9/pA5CdNovew5s4rkdOZCId4kiXuqHN0x7JI8bRh/Gc4/coE9cQTzpRJtKP/RhxUSYmipAhyolMyXIiLzuWEZ8oExy4HwakR7rEUfZEmZANmXgGIFOUszN2yJko05HYUZ/J7JLl7At2XckU2SXXJ7rUHXZRx5L1rrvs0M1Uenc07DAOj6R3Ucc607vYPujbqWPqvDv12RvsqK/utAXaR2QX2wJtJ1X7OJLedYcdMlEfVVVVof2QB3nCCPuSQH8yceLE8D0b/6Nf4VmQ46OnQ74mR8iZzvxrX/taKAC3XHvttXbhhRfaV77ylfD9Ax/4QLj7r3/9q/3Lv/yL/fnPfw7bIhI5d+5c+973vmc33nhjRw40jrFjx9oXvvAF+853vtMR39UXgL3wwgthNEPHQwDe6aefbueff34wpOnAMLIJVDSGfIyjoVIhcWTEJ0pLPN/p1Lg+xpEO9xJHWpSdkTFxPERQmhjH95gX1xCfnH8qmZLjkIOyRTm7kon7O5MzysQnI8B0ZSL9gcIu1l136lPs2ttHCfp/53et4O7/Y7kP/trqLzzfSt7V+8gzWcf6A7ujkam322zkNFD0LpPsSIvQnf6OfgRWsa+EV2RHOvRVfNL/EeLMFXFcRx+WHMfzhIcxv8fr+JtAOsQhG/1y7Me6iqMP5h/3xHvTkYl7KSOfyXLGdI9GJoyHRNmjTMjZFbuY/5FkgqHYvVfvBiq7WJ+0m9g+pHft/Qh6Tvuh7cCGOuYfbYzfsL2yFbBt8TrptlEeR4lRQGYRmZX90pe+FBZsxo5hvc9qMKP+oQ99KOyycuKJJwbj/BOf+EQwzOP9jPhnz54ddmD51Kc+FaPT+nz22WdDh3fOOeekdb9uEoFjnoAbDa0/+JG1/j8/ttzf/dJyr77qmEciACIgAiIgAiKQDQLRKO+2TznuHxjYiYGR1y233BJGGTE+vppk2h/DnRHHpZdeahjOW7ZsCYcGMQLBl5zXvieccEK8tUefjG4UREAEREAEREAEREAERGAgEui2UZ6qcDNnznyP68kjjzxiixYtsu9+97vh1R/3sS85s+H33HOPMZvNa0u+33DDDXb88cenSlpxIiACIiACIiACIiACInDMEOiRUZ6KEgsF2a88+vxxDcb7D3/4w3DiJ/uZ4+rywQ9+MCzwZCZdQQREQAREQAREQAREQASOZQIZN8ovuOCCsOCShSsxYHhffvnldvHFF4dVybitsCuEggiIgAiIgAiIgAiIgAiIgC9M7w0IiQZ5Yvqsbk3erzzxd30XAREQAREQAREQAREQgWORQI9P9DwWoanMIiACIiACIiACIiACIpBJAjLKM0lTaYmACIiACIiACIiACIhAGgRklKcBTbeIgAiIgAiIgAiIgAiIQCYJyCjPJE2lJQIiIAIiIAIiIAIiIAJpEJBRngY03SICIiACIiACIiACIiACmSQgozyTNJWWCIiACIiACIiACIiACKRBQEZ5GtB0iwiIgAiIgAiIgAiIgAhkkoCM8kzSVFoiIAIiIAIiIAIiIAIikAYBGeVpQNMtIiACIiACIiACIiACIpBJAjLKM0lTaYmACIiACIiACIiACIhAGgRklKcBTbeIwOAk0DY4i6VSiYAIiIAIiMAAICCjfABUkkQUgd4nkGNWWGCGXd7a0vvZKQcREAEREAEREIHDCMgoPwyH/hCBY5SA2+Q2tML/51Z5Y9MxCkHFFgEREAEREIG+IyCjvO/YK2cR6D8EctwqLypsl6e5uf/IJUlEQAREQARE4BghIKP8GKloFVMEuiSAYa4gAiIgAiIgAiLQJwRklPcJdmUqAiIgAiIgAiIgAiIgAocIyCg/xELfREAEREAEREAEREAERKBPCMgo7xPsylQEREAEREAEREAEREAEDhGQUX6Ihb6JgAiIgAiIgAiIgAiIQJ8QkFHeJ9iVqQiIgAiIgAiIgAiIgAgcIiCj/BALfRMBERABERABERABERCBPiEgo7xPsCtTERABERABERABERABEThEQEb5IRb6JgIiIAIiIAIiIAIiIAJ9QkBGeZ9gV6YiIAIiIAIiIAIiIAIicIiAjPJDLPRNBERABERABERABERABPqEQH6mcq2vr7fdu3fbvn37rLS01EaOHBk+E9PftWuX7dmzx3L8OO8JEyZYSUlJ4s/6LgIiIAIiIAIiIAIiIALHJIGMGOU7d+60X/7yl7Z169YOo3zu3Ll28803B6itra320ksv2V/+8hfDeG9ra7MZM2bYFVdcYXPmzDkmwavQIiACIiACIiACIiACIhAJ9Ngor62ttXvvvddee+01mz9/fkzXcnMPecZs3rzZfvCDH4TZ8RNPPDFc8+KLL9r69evtu9/97ntm1DsS0RcREAEREAEREAEREAEROAYI9Ngof/755+3Xv/61/fM//7NdeeWVHcgaGho6vv/85z8Ps+h33XWXzZ49O8RPmTLFvv71r9snP/lJO/vsszuu1RcREAEREAEREAEREAERONYIHJrOTqPkLS0t9uSTTwYf8csuu8wOHDgQ3FdwVykuLg4pNjc32+9+97vgqhINcn645JJLjFn2JUuWpJHz4bfgo64gAiIgAiIgAiIgAiIgAgOVQI9myg8ePGi4plRWVtoTTzxh77zzjhE3ffr0MPvNJzPmLPCcN2/eYYyGDBliGOzPPfec3XLLLYf9dqQ/uCf6pcfr9u/fbxUVFWFQUFRUFGQoKCgIPzc1NVmMKywsDP7syXH8jZ871yEvn8QRSIcypYpj4MFvDAq4rrGxsSMv/iY+OY40E/PvjpxHI1OynMn5Z0omyg3PyInvRyNnb7JLtz4HC7vu6Nh79M4H1PnucuYabOaD7RL/dzT12VfsKEdn7TNZJq7rSu/SYpfQFtLpR5LlzFab7Y/s6EcoP7LR19Nf5eXlhX6mO3Hcw3X0Afn57Y+35DjqiAmlxOuS4/iNyaXk69KRCVliuXDrpDzpyER5kuUkjrQIyHw07GL/HRkny0SayXGp8k+O64/sjiTTYGfXm20hXXboaWdtoT/oHXrfVxuR5N3pAQhdBQzht956y6qqqsI/rqfTwm2FhwoGONfw79VXX7W3337bmD1HIe6++2679tprjcWfieH73/9++PNzn/tcYvQRv7N7y5tvvmmbNm3qkIUFpuTPZ1lZma1atSp0yMiy3v3WGQCsXLkydIzsDsO97BCzYsWKIPuWLVuMxapUAnH8xjUMJigb95LGhg0brKamJnR+xJHXunXrbO/evUHBVq9ebeXl5bZmzZrwMMEI4DvX8RudMTJxD3GkQWfBoGLjxo2HyVlXVxcGPMiyfPnyIFuUE8MCOaNMMKGDTZaJ/GCBTGvXrg0dOo0hysQnDQPji9+jTHT0vPWgvOTFdciJTNQ/eVEe4vgbTjGO6xmosRMP6XAvXEmLNyPkRxzlom5Ik8B37uWTAKeYP7y4D07UC3VCGqSfKFOMQw+oT65DTtKFXaKcUSbqE07JMvGgIl+uQyYePHCKMhHHNXCi7iIn0kLHyC/KCSd0pCfsoo4ly4lcyJLMLspEvSJTV+xWO89C1/EteQW2e+5MKxo3NuvsYn2myw7doC0k612vs3MdI89UbSHqHTpA3fWW3kV2UcfIK5Xe0U6jTIltNhU79Ir2larNJutdcls4kt4lt4VEdsjMvXxSFuqT/GmLyItecz8B+WhjtEnaHAY0v8c4ZKR90h+RHteRFtfGONIgjnJu27Yt1CNxtBnyiXHkH+Wkb+N34kiXtOhHopwxf/JJ5oQ8PPDhHcsDu1QyEUddkUeUM1km8qS/i3rfFbtU/S35dIcdctKP9DW7mD91fSR26A911ll9Uoep2ME8sT5jPXWXHbqZyAm9yzQ7ZEKHEuVM1DtsM/KNccltoa/ZddZmU7GLbTa5LaTbZiM76gh7CB2gftAr2id2W3V1tQ0fPjy0aWTKRqAdLl261Lo9U46Qv/nNbzpku+iii+yss84KnQHGITupUAgKhI/59773Pbv99tvD1ojcRGGTA53NKaeckhx9xL9pZBiZKF0M7OAyceLEAJcKxOAjbQLfiUNG7gU+D8YYx3X8TUdJI8Uw5TriyCPG8RnvS47jetIhj8T8uS45Llkm7qNDjHKmkj3KhOGVSibKlChTTAu5EvNHGbku/s4n10QW8ROZaMT8zvWUm+sIfI9pRHapZOLaKBPpxvtIh/LEONJArsS8iOP35DhkiunwG9fF+oxyEgenWFbKz2/EdVcmZCQd8ohykl78npgXaUY5o0zx9/jZGTtkokxcB5N4fXflRMZMsStF72fOtLIZ063FB9LIkm12cEpmfLTsEttCYlqk01t6F+sd3Yxtob+yg0NnepfMLup1d9hxDbzjPbBAP7tqs52xi3ImyhTbB79FmWJcZ22BtoQsXB8/E+WM+RMHl8T0uDfGxev4m8B1sV8mXe6PcXxyfbKcxNFeY5uNMnF9vCd+Uh7SJO0Yx33wSJSJOK6J/Qh6R7pck4od6fJ7Yn/TXXZch35TjihTlDPKhCzEEWJcptmRR1fskC85/2SZOmNH+t1lRxr8i0yibOQVv/PZGbvE+ozXxXsTGXdWn53pHfnFPgjZ4BX1aSCwizJHJlH2RCY9ZQcj/sW8+ORv6jPypi6yHXK8Mbd1J9Pt27d3+I9zy7Rp0+yEE06wj3zkI2G08eyzz3Yk88ILL9iHPvQhe/rpp+34448P137xi1+0b33rWx3XYKSTBrPlt956a0e8voiACIiACIiACIiACIjAsUKAt3IPPPBA92fKR48ebddff30HH0bMjFQwuvELZ4acVyUEXjPwnRltRjjnnnuuLViwwL70pS+FETrXLFy4MIxKuF9BBERABERABERABERABI5lAt12X8G4Tgy8RiBcfvnlYY/yhx56KCz4xMfpqaeesosvvtjGjBkTrmEhJwY57i/swIIfz/333x92YEleABpu0P9EQAREQAREQAREQARE4Bgi0G33lc6YYIQ/+OCDwUEdXxwM7vHjxxs+53H/cRancMAQjvQY89Ff66Mf/aidfvrpnSWteBEQAREQAREQAREQAREY1ASi+0qPjXIosYp10aJFYXcNnOVxSRk7duxhAPEhZ09yfNMx3rmGxZkKIiACIiACIiACIiACInCsEsioUX6sQlS5RUAEREAEREAEREAERKAnBKJRfrijeE9S1L0iIAIiIAIiIAIiIAIiIAJpEZBRnhY23SQCIiACIiACIiACIiACmSMgozxzLJWSCIiACIiACIiACIiACKRFQEZ5Wth0kwiIgAiIgAiIgAiIgAhkjoCM8syxVEoiIAIiIAIiIAIiIAIikBYBGeVpYdNNIiACIiACIiACIiACIpA5AjLKM8dSKYmACIiACIiACIiACIhAWgRklKeFTTeJgAiIgAiIgAiIgAiIQOYIyCjPHEulJAIiIAIiIAIiIAIiIAJpEZBRnhY23SQCIiACIiACIiACIiACmSMgozxzLJWSCIiACIiACIiACIiACKRFQEZ5Wth0kwiIgAiIgAiIgAiIgAhkjoCM8syxVEoiIAIiIAIiIAIiIAIikBYBGeVpYdNNIiACIiACIiACIiACIpA5AjLKM8dSKYmACIiACIiACIiACIhAWgRklKeFTTeJgAiIgAiIgAiIgAiIQOYIyCjPHEulJAIiIAIiIAIiIAIiIAJpEZBRnhY23SQCIiACIiACIiACIiACmSMgozxzLJWSCIiACIiACIiACIiACKRFQEZ5Wth0kwiIgAiIgAiIgAiIgAhkjoCM8syxVEoiIAIiIAIiIAIiIAIikBYBGeVpYdNNIiACIiACIiACIiACIpA5AjLKM8dSKYmACIiACIiACIiACIhAWgRklKeFTTeJgAiIgAiIgAiIgAiIQOYIyCjPHEulJAIiIAIiIAIiIAIiIAJpEZBRnhY23SQCIiACIiACIiACIiACmSMgozxzLJWSCIiACIiACIiACIiACKRFQEZ5Wth0kwiIgAiIgAiIgAiIgAhkjoCM8syxVEoiIAIiIAIiIAIiIAIikBYBGeVpYdNNIiACIiACIiACIiACIpA5AvmZS0opiYAIiIAI9FcCbW1ttm3bNlu+fLk1NTUFMYuLi23GjBk2ceLEDrFra2tt1apVNmfOHCsrK7ODBw/aokWLbP/+/dba2hquGzduXLhvyJAhHffpiwiIgAiIQM8IyCjvGT/dLQIiIAIDgkBzc7MtWLDA/uu//isY3Hl5edbS0mIY1hdddJFdccUVwejGIL/rrrvs+9//fvht165d9qMf/chGjBhhw4cPD9eUlpba+PHj7YYbbghxAwKAhBQBERCBfk5A7iv9vIIkngiIgAhkggCz3CtWrLC1a9fapZdeapdffrmdc8459s4779i//uu/Wk1NjTGbXl1dba+88kqYGSff+vp6W7hwoc2cOTPcc9lll9no0aPtnnvuscWLF2dCNKUhAiIgAiLgBGSUSw1EQARE4BghkJOTE2a2McivvPJKu+6662z+/Pn2xhtvBOMcDLm5uZafnx8++Zt7cHM566yzwmz6VVddZVdffXUw4plVVxABERABEcgMAbmvZIajUhEBERABqz3QZHv2NlhrW9/CyPfplmHlxTa0tCClIMyIEzDAx4wZE9xYUl6YENnY2Bh80fExX7NmjY0aNeowX/SES/VVBERABEQgDQIyytOApltEQAREIJEAJm71nnp75JWNtnJjjRu5viAyJ/GKLH53YQoK8mx25TC78uxKGzuspCNzZr1Z5Llz504rKioKxvXTTz9tZ5xxhs2bN6/juuQvDQ0N9uc//zksEj1w4IA999xzNmXKFDv++OOTL9XfIiACIiACaRKQUZ4mON0mAiIgApFAq0+Nr6qqsweeXm07d+23Njd++9Am9xnwHHtz1Q6bOaniMKMct5QdO3bYv/3bvwWjHPlZAHrbbbfZsGHDgk95LFPiJ/7oVVVVYWY9Lg5lth1f8wkTJhiLRhVEQAREQAR6RkBGec/46W4REAERCAZ4SWGeu4sU2cHGZvfD7tvlOq1uMJeVFFqxy5QYMKSZLcc4LywstLlz59o111xjJ598cofBnXh9/I5POf7nZ599dohi5vz3v/+9/eQnP7Fzzz3X2CJRQQREQAREoGcEZJT3jJ/uFgEREIEwMz3bZ6U/+8G5Vl1T33euK+/WBfP0w4cW2syJFYfVDrPcY8eOtS9/+cvGtoYY27ixdBXwPZ88eXIw4rmWdLZu3Wq/+c1vgiuMjPKuCOp3ERABEeiagIzyrhnpChEQARHokkBZSb5devqhQ3i6vKEPLmCmHFeToUOHhj3IuysC7iscKrR79+7g4oJP+gsvvBBmyHF7URABERABEeg5ARnlPWeoFERABERgQBDAKOff0QSMeHZcwV2FrRPjlonsd37rrbeGmfejSU/XioAIiIAIpCYgozw1F8WKgAiIwKAigHGN/zez5AUFqbdKxN986tSpduONN4YTPPm7oqLCPvOZz4QFocyYEzjNk4OH2Lu8s7QGFTwVRgREQASyQCDHZ02ObtokC0IpCxEQAREQgcwTYMab/cbLy8s7TRx/8f3791tZWVmYFedCTvtklxYChjp+6EOGDAnfQ6T+JwIiIAIikDaBbdu22QMPPGCaKU8boW4UAREQgYFFAGO6q4Wd0ec8sWTyG0+koe8iIAIi0DsE+nbfrt4pk1IVAREQAREQAREQAREQgQFFQEb5gKouCSsCIiACIiACIiACIjAYCcgoH4y1qjKJgAiIgAiIgAiIgAgMKAIyygdUdUlYERABERABERABERCBwUhARvlgrFWVSQREQAREQAREQAREYEARkFE+oKpLwoqACIiACIiACIiACAxGAjLKB2OtqkwiIAIiIAIiIAIiIAIDioCM8gFVXRJWBERABERABERABERgMBKQUT4Ya1VlEgEREAEREAEREAERGFAEZJQPqOqSsCIgAiIgAiIgAiIgAoORgIzywVirKpMIiIAIiIAIiIAIiMCAIiCjfEBVl4QVAREQAREQAREQAREYjARklA/GWlWZREAEREAEREAEREAEBhQBGeUDqrokrAiIgAiIgAiIgAiIwGAkIKN8MNaqyiQCIiACIiACIiACIjCgCMgoH1DVJWFFQAREQAREQAREQAQGG4GcnBzLX7x48WArl8ojAiIgAiIgAiIgAiIgAgOCQE1NjdXX11v+Y489NiAElpAiIAIiIAIiIAIiIAIiMNgINDc32759+yx/06ZN/3uwFU7lEQEREAEREAEREAEREIGBQqC4uNjyt23b9s2BIrDkFAEREAEREAEREAEREIHBSOD/ApeZyJjDzv9qAAAAAElFTkSuQmCC » width= »431″ />

Source: Cohen and Valadier (2011)

Furthermore, when we look at the exceptions to this peak-to-trough rule (13 defaults out of 93), these are always defaults linked to non-economic factors:

– Elections, major political instability (Dominican Republic 1983, Moldova 2003, Georgia 2001, Haiti 2006, Honduras 1979 and 1996, Kyrgyzstan 2002, Paraguay 1987, Solomon Islands 1995, Tunisia 1991)

– Wars, civil conflicts (Guyana 1979, Lebanon 1984, Sri Lanka 2005)

Thus, it can be considered that all economic failures occurred during a (negative) change in the growth regime.

In addition, most sovereign crises are accompanied by other crises: in 30% of cases by a currency crisis, in 7% of cases by a banking crisis, and in 36% of cases by a « twin crisis » (banking and currency crisis). Thus, in nearly 75% of cases, the sovereign crisis occurs in parallel with banking or currency difficulties that create or exacerbate the latter. This is good news for the eurozone, which has thus eliminated currency crises, reduced banking risk, and thus significantly reduced (by 73%) sovereign risk.

2. Why does a country default? Comparison of healthy cycles and cycles leading to default

In order to understand the macroeconomic conditions of a default, several key variables (external debt, current account, etc.) are observed in the cycle surrounding the default.

First, we can assume that a country defaults when it faces a public finance crisis: in order to finance its budget deficit, a country takes on debt, which increases the deficit; the greater its debt stock, the more investors consider the country to be risky, and therefore the greater the interest burden. When the country considers that its debt servicing costs and sovereign risk are too high, it may sometimes choose to default (especially if a significant portion of its debt is due in the short term, which increases sovereign risk by limiting refinancing capacity). In addition, we can also assume that if a large portion of its debt is denominated in foreign currency, when the local currency depreciates sharply (in the event of a currency crisis, often linked to hyperinflation in the country in question), the debt automatically increases, and default may be precipitated. We therefore need to check whether these mechanisms are at work in our sample of defaults.

Table 1 summarizes the default situations (GDP is measured in current dollars in order to compare dollar-denominated debts; the default occurs on date t, so t-3 means that the peak occurred three years before the default):

Table 1 – Crises (peak-to-trough) leading to a sovereign crisis

We observe that the deterioration in external debt is much more severe when measured in relation to GDP than in relation to exports, which suggests a foreign exchange problem (in volume terms, exports and GDP follow the same path). In particular, the country resolves its current account problem during the recession.

We can compare this first table with that of cycles not leading to sovereign crises:

Table 2 – Crises (peak-to-trough) that do not lead to a sovereign crisis

We see that debt levels at the beginning of the peaks are broadly comparable, with debt-to-export and current account ratios being virtually identical. At the time of default, the debt-to-export ratio is not so different from that at the trough of the « healthy » crisis preceding the default. However, the shock to nominal GDP is much more severe, confirming our hypothesis of a currency crisis (in volume terms, GDP is much closer to exports, not reported here). Despite the fact that the country attempted to restore its debt-to-exports ratio during the boom leading up to the crisis (197%), it failed to restore its debt-to-GDP ratio. At 32% at the start of the « healthy » cycle (Table 2), it climbed to 43% at the start of the default cycle (Table 1).

Finally, we can look at the case of countries that did not experience a banking or currency crisis alongside their sovereign crisis. They account for 26% of emerging market defaults and best correspond to the case of the eurozone:

Table 3 – Pure sovereign crises

In this case, we see a parallel movement in the debt-to-exports and debt-to-GDP ratios. The major difference with the overall sample in Table 1 is the country’s inability to adjust its current account quickly enough; this is a case of public finance crisis, in which the country has both a debt stock and debt flow problem, which are difficult to manage in a recession.

Conclusion

The analysis of crises in emerging countries has several implications for sovereign risk within the eurozone. First, since one of the main triggers of sovereign crises (defined as debt-related financial stress, including partial or total defaults) is currency risk, we can assume that sovereign defaults in the eurozone tend to be less frequent than in emerging markets. Second, even if they are less significant when not accompanied by currency crises, banking crises generate sovereign risk.

Finally, sovereign risk appears during recessions but is more likely to be linked to the disconnect between GDP growth and export growth during this period than to GDP growth alone. Apart from currency risk, fiscal consolidation during a recession rather than during a boom could be the cause of sovereign defaults; the main challenge in managing sovereign risk is to plan for debt consolidation during periods of expansion, rather than too late, when the recession begins.


[1] https://ideas.repec.org/a/bin/bpeajo/v34y2003i2003-1p1-74.html

[2] https://ideas.repec.org/b/idb/idbbks/79419.html

[3] https://ideas.repec.org/a/eee/deveco/v94y2011i1p95-105.html

[4] A strategic default is when a borrower (in this case, a country) decides not to repay its debt even though it has the financial means to do so.

[5]The Eurozone Debt Crisis: Lessons from Emerging Markets, MacFinRobods Policy Brief, 2015.

[6]https://ideas.repec.org/p/fip/fedfwp/2007-17.html

[7]https://ideas.repec.org/p/cpr/ceprdp/8269.html

[8]https://ideas.repec.org/p/wbk/wbrwps/3200.html

L'auteur

Plus d’analyses