La dernière enquête trimestrielle de la Commission européenne relative aux facteurs qui limitent la production le montre : les sociétés de services sont peu nombreuses à faire état d’une demande insuffisante. Le poids du facteur financier est en hausse mais il reste inférieur à la moyenne, tandis que les facteurs liés à l’offre se maintiennent à des niveaux exceptionnellement élevés. On pourrait s’attendre a priori à ce qu’une demande forte, combinée à des restrictions de l’offre, influence le comportement des entreprises en matière de fixation des prix. Or, une analyse de régression montre que ces facteurs n’expliquent qu’une infime partie des fluctuations de l’inflation dans les services. La croissance des salaires et l’indice PMI des prix des intrants sont, à cet égard, bien plus pertinents. Or, leur repli devra être significatif pour permettre à l’inflation dans les services de s’approcher des 2,0 %, un processus qui prendra du temps.
L’enquête trimestrielle de la Commission européenne sur les facteurs limitant la production des entreprises — demande insuffisante, goulets d’étranglement du marché du travail, pénurie de matériaux et/ou d’équipements, contraintes financières — apporte un éclairage intéressant sur les moteurs de l’inflation dans la zone euro. Dans le précédent numéro d’EcoWeek, ces données ont permis d’analyser les évolutions dans l’industrie[1]. Nous concluions que si les facteurs liés à la demande et à l’offre permettaient d’expliquer la hausse annuelle des prix à la production, une grande partie de la variation de cette hausse restait inexpliquée. Cela étant, le rythme de la désinflation pourrait être lent car les facteurs liés à l’offre limitant la production restent bien supérieurs à leur moyenne de long terme, tandis que le facteur lié à la demande est proche de la normale.
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)
Que nous apprend cette enquête sur le secteur des services?? Le graphique 1 présente les résultats exprimés en z-score pour tenir compte des différences de volatilité entre les différentes séries. Peu de sociétés de services citent une demande insuffisante comme facteur limitant leur production. Le resserrement de la politique monétaire, qui a commencé l’année dernière, explique que davantage d’entreprises mentionnent les facteurs financiers comme constituant une contrainte pesant sur la production, mais le résultat global reste inférieur à la moyenne de long terme. Les facteurs liés à l’offre — difficultés de recrutement, problèmes en termes d’espace et d’équipement — se maintiennent en revanche à des niveaux exceptionnellement élevés. A priori, on pourrait s’attendre à ce qu’une demande forte, conjuguée à des restrictions de l’offre, influence le comportement des entreprises en matière de fixation des prix et alimente la hausse des prix dans le secteur des services.
Les régressions univariées du tableau 1 font ressortir une relation significative entre la hausse des prix dans le secteur des services et les facteurs liés à la demande et à l’offre influant sur les niveaux de production dans ce secteur. Cependant, la très grande faiblesse des coefficients R² montre qu’une grande partie des fluctuations de l’inflation reste inexpliquée. Dans une régression multivariée, le coefficient R² s’améliore mais reste bas (tableau 2). De plus, l’inflation exceptionnellement élevée en 2022 influence les résultats de la régression. Lorsqu’on se limite aux données jusqu’à fin 2021 (deuxième partie du tableau 2), les variables de la demande et de la main-d’œuvre sont significatives, mais lorsqu’on utilise l’ensemble des données (première partie du tableau 2), seul le facteur lié aux équipements et/ou à l’espace est important.
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)
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)
Comme nous l’avons indiqué, la faiblesse du coefficient R² montre qu’une grande partie des variations de l’inflation reste inexpliquée. D’autres variables doivent, par conséquent, être prises en compte. Les salaires semblent tout désignés car leur coût est plus important pour les sociétés de services que pour les entreprises industrielles[2] ; les coûts des intrants jouent également un rôle. On peut les représenter en utilisant l’indice des prix des intrants du PMI (S&P Global).
![](data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAAkMAAAEGCAYAAABmRJHZAAAgAElEQVR4nOzdf1hUZf4//ud+r005qKUDFcywhoCpoWiM7sraB/RaKBLQ1inx7SJrBkntW8neJSZ5iR9XM+1TobsCZWnImljTZolLya7rFI1vdVgjzRQwNGdw38moaRzz87kuv3/AfXtm5pyZMz+QH/N6XJdXMXPOfe77Pvd9z33u+z7n/OzGjRs3QAghhBASpP6/no4AIYQQQkhPos4QIYQQQoIadYYIIYQQEtSoM0QIIYSQoEadIUIIIYQENeoMEUIIISSoUWeIEEIIIUGNOkOEEEIICWrUGSKEEEJIUKPOECGEEEKC2s/Vbnju4r+x8bPq7owLIYQQQogq62csDlhYqjtDHT+J2ND63wE7MCGEEEKIr9YHMCyaJiOEEEJIUKPOECGEEEKCGnWGCCGEEBLUqDNECCGEkKBGnSFCCCGEBDXqDBFCCCEkqFFniBBCCCFBjTpDhBBCCAlq1BkihBBCSFCjzhAhhBBCghp1hgghhBAS1KgzRAghhJCgpvpFrd2tQJuAP6YvVPy+9YIVEz9a6/DZu0nz8OuY8Rg0UMCPP4n44vSX+A/zdodtLiz4M4QBIcjdtRpGe6vD5wAQ/vYfXD5zdvDbRmTur5D9Ts0+bJuFH25wiINBE42KR553iIdceN9fsWPP8c/x/NefOHyuJv3ekosTi5e/+cjOodIxnB2ZsRzR4Tr8+JOIe/7yHABgeewUPJsy120aXqytwPfXfpA9xrtJ8zAh6l7cOUSDH38S8ZWtCWsO7oJZvOgQhjfpVSNJGIaXkudjrC4OwoAQnG23OZxTaZ4AgDAgBBeuXJQ9p2rSoJTHFYmzkD7m1xg0UFAsV2q2kTs3cvn3Xx+VotzW6PKdc7yShGEonjwbk0ckyOaPdD9n3tRPFrap5V9Y2PAB/9w5/6WMR//Ot10eOwXzEtNx5xANgM66ub2hFmtb6mX3ZQKVp4BrO6I2DLkyIVfufM17X/LGXbh7Tprd/iYAwKsHdsiGr5Qu6XlPEoah7vevQLx+zeEcM9LfpBdrKxzKsZpzoaYtV1vvpcd7dNT/QtqYybK/iWd+9wrChwxzabeU8oU5+G2j2zbEmTS/1JTtvqDXdIa+v/YDfvxJdPl8eFgkgM6TJXXisdUYHRmDjuvXcOHKRQwPi8TwsEiMvPMXLgUkdEAIFk36LYyfvOYxHmGDh+Jse5vDZ1eudfi9T9jgoYr7tl+9pBhe+JBhGB0Zg9GRMQDAC5k36feWXJwA//Px/JV2j8dgkoRh0EfH820NmmheuaXlhJUP6bG+v/aD7DH++dASpIyayLcPHzIMGeOSMU47UvbHx5v0upMkDMPH//FHHh/x+jXZc8rKCEsLO6cAeMPoTRqc079n2kJkjEvm+7I4XPzpKv9BUbONu3PjnH+FUx5D+XuNLt852zmrGMPDInl5lssfdjx/6ycLOzn2fox5b4XDdizdUj9c+xEAsOG+h/Bcai4A8HwdHRmDNRlPAzVQ/NFneeqcNl/yVKkdURuGUnsjTTeL3+0hgxw6CO7y3te8cReu82+CXF13RyldAHi6QgeEIHRACNLH/Bpw6gzNGfcbHkbs0EjAqVPv7lzIpU2pLVdT76XbbTy6B2ljJkMfHY/lsVMc6u7wsEjUfGVS7KDJHU/ahsz5YI1Dh8hTnVDTXvQVvaYzZLS3wujUmLMK1n71ksOVX0XiLIyOjME3baexYM+rMIsXkSQMw85ZxS4FhEkZNRGGw/INjLNn//YnVdv5u4/a8N5Nmoc5k9KRGf8Anv/6E5/SHyjdnY/MrBG/BNBZwYaHReLB6EQY7a1Y21LP02bQROP9nDVov3pJ9ipYannsFKSMmoj2q5eQ9e6LPM/eznwWoyNjUJE4y+XK0Nv0KimePBthg4fC0nqcd1RZ2WbnlJGmZXnsFKzJeBppYyYD5u0+p4GZPCIBAPBoVTGM9lYe/rzEdJ6narZROjdy1MSrInEWhodF4pu207xzopQ/gP/1k13xjo6MwYb7HlLMf2ez708DABTXbOZ5UZE4C08+YHDIH2csT9nVur95qsSfMKTpZnmfHHu/SwdBKe99zRtP4Up/Ey4s+DPCBg/16vxL08Xiw9I1ftgv+HbDwyJRoE1wGP2ZNGIs///bQwapOp4cd225XDyd670zs3gRxqN/x5MPGLBw8m+xtqUeBk00po36pctvpRLp8aRtyOIJmTA7HdNdnVDTXvQVvXbNUJIwDI9PngGgcyhUKjn2fgDA9oZa3os1ixex61/7AACz4lNkw1w06bfdFd1utfHoHgDA8DAtAN/TD3Q2KBcW/Nmls+CNW5GP0+L0AICKg38FcDPNvnowrvOHwnj07w55tr2h1mP4/qZ3nHYkAOClz2+W4w++PYRv2k7j3z/YFfdb21KP9quX+FW+P2lIEoYhbPBQdFy/xhvmtS31sLQex9Fzp1RvA3h/bnJ+mYEkYZji9/qo0QDA0wGoyx9fGe2tMB79O4CbaVFj0EABAHDyopV/tu3Efpf8kequPJUTqDpz8PxJADfbGzV8yZtbbduJ/QBupksjDAEAdFy/BgDIHJXEt91w30MIHRDCv7t9oO+dISnntlyOc72Xs7DhA97prUichRcemIvQASHYevAjr+NkFi+itP49AMCvY8ar3k9t2e4rem1n6KXk+fxq2rmHyeak99u+dvicVWL2PdN+9RIsrcc7r/L96AT0FK1wBwBA7KqY3qbfmZrhXTm3Kh+ThGEYo43F2fY23jCMjoxx+4PqyYhwHQDg09YGh89ZHsrlWaDSGz5kGDquX4NNvMw/M4sXMea9FZjqYQpOGBACALCJl31Kg/R4Z9vbEDogBEdmLOd5OfGjtXwoXs023pyb9quXUPOVCaEDQrAp7SnFuLF4S39I1eaPr1geeqorUseszQCAVx/+TxRoO6+IzeJFh/xxFug8VRLIOsPKKWtv1PAlb3oKS9c9d9wNADhhawFwc5QDADLjHwAAHP72GABgSEhot8RBibTeK2Gd3pxfZkAfHY9v2k77vFbny4vfAehsq9RSU7b7kl7ZGSrQJiBl1ER0XL+GRfvKHL4zaKL5vLfzoleGXaVIbTnS2SNXc5X/6sP/iTO/e4X/Wx47pVv2USNJGMbj3HrB6nP6mYUfbuBDmr7wNR9PPLZa9TGmae9D6IAQfHH6SwA314uxaQBfKOWJWbzo9irMm/TKMWiiETogBOL1a4rnS0lF4iyEDgjB2fY2mMWLPqeBefZvf0L71UvQR8ej7vev4N2keV5v4+25ydxfwcNTqhPuyqucQNY152OHDR7qEPaZ373C8/QF0zZ803Yaw8MiUfZoEU48tpr/8Lvz0v5KdFy/xvO0InGWw/eBKO+BqjNsITvQ2d44U8p7X/PGU7iBtHhCJoCb6WKjPU3ff4dv2k4jbPBQLI+dgiRhGF+P+WnzIQBAxJCwgMTBXd4yzvVeCRuFCe3qOL3497d8jhdrQ0IHhLi0Ie7qhJo2pa/olZ2hF6Z1LsSrOlTj9Q+IknJbIw6cPIKUURM9VtJBAwWHf2r4so87lbNX4MKCP+OL/D/xjiH7YfaH0d7q1/oXX/PRmyvwXw/vnKs/cKazYf/ibOfVmTdTGoHiTXoDIWzwUPxY8BZ+LHgLTz5gAHDzCtBfRnsrst59EQdOHkHogBDMmZTu0LCp2caXc8OmuT3dBahWIOsauwJ3F/6dIbcDuDla9cbnRj7yUvZoEf750BK3xyi3NSL1nef4D9eTDxhw4rHV/Eo6EOXd3zBYuav7/St8sbdce6OU977mjadw/cV+yC8s+DPmTEoHcPMCh432nLv8PzC1/AtA5xID1mnaf/IQ7OIVHj9fVTzyPM787hX8WPAWz1vplDmLpy/1XhqvUcN0PsdRzXHk6oSaNqWv6DULqJl3k+bxxZRyiy6N9lZ+FZwkDJPtLMndlQYAmw7/FSmjJiJvYqbbOLi7XTKQ+7hz4UpnutiU1mbTLr64z9f0B0p35iNwc7j6hWm5eEHy+RhtrGKaPfnxJ1F2epDNe7dfvaQYV7XplaOmvDq7cKVzFCh0QAh2Hr55a7I/aWDM4kVM/eQ1FHyVgBem5WJ4WCT++JsnYJTcVeVuG1/OzdqWesxqTYE+Oh57prneKq2ULiWBrGusnjHtVy95fGzCwoYPsLDhA1QkzoJhwm+QMmoi/oklbqf02JQRezTE6MgYvJQ8H1M/eS0g5T0QYUjLnbS9cUi7h7z3JW/UhOsPNvXzTdtplNa/x9PFRnsu/nQVH3x7CDm/zMAYbSy/cNtz0szvTPXmYk7OoIECxOvXcPjbY9h0+K+yaVWq90qWx07B6MgY3r48mzLX50XLcut/GE91Qk2b0hf0qpEhgyYaM8ZPBeB+yO/7K52LKqdp73P4fHLEKIfvnRntrThw8gj00fE+r5u5VZ79259wz1+ew4GTRwA4XuH5mv5A6c58LNAm8ErpfKUYOiDEJc1qsTx5MDrR4XMWnrs88ze9SudLDrtz48XazjtCpAsa/UmDs3JbI+Z8sAYAFNeWOG/jz7lZtK8MHdevIWNcskseKqWrO7FjfetmusKThQ0f8PMkvfPInbUt9Q77BKK8ByIMVu7YKJ6/o7C+5E13aL96CYPKn8Cg8icw5r0VDh08lkd28QrM4kWcsLUgdEAIhodF4mx7G8ptjbCJl/kial8t/HADwt/+A8Lf/gOmfvKabEfIXb1XwkZaX6yt4NN8vk5TsTJytt3m0/6AujalN+tVnaE//uYJ3it2d5XAhjTnJabzDE8ShvHbOz84fkBx302HAzPl4A02P+y87kS6FkjJpsN/5esN2NCjP+k3aKIDMoTZXfmYck9nI7DZtIs3IOFv/wFvfG4EcHM6wFssTwwTfuOQZ/MSO4fOWZ4q8Se9LOyFk3/r0EAYNNHYcN9DsvuU2xr5Ggy2fsLfNJz5neOcPluYL11/5m4bf86NWbyIqkM1st9J0yUtm+7yxx8F2gQYJvwGAPiaEDWOzFiOPdMWOpxDdkeS8wiTlHOeSvcJRHkPZJ1Z21KPs+1tDu2NGr7mTU8KHdDZGWKLh6XtJlt7xeqFp/V4gSJX7+W8mzQPYYOHouYrE8ptjfxusBnjp3rdCfGmDXGmpk3pK1RPk7X60WNUY8N9D/GHUf06ZjzOOPWMpU/kXNjwAZJj78foyBjU/f4V/tBBALJ3n0mxq3z24Do5rz78n3hV8vf3V+weH2Tobp+XPt+BSu0KpIyaiB9HvIULVy4ifMgwfuum8/yxc3wfP3kIGeOS+QMA/Ul/xSPPI2zwUL8WUbN4ecpHT9h8vhS7WvvgW8cfqU9bG/DkA4bO6YD93h9LOlXzRf6f+AML2UJFd8/BAZTTy6Y9vr9id3iAn9TChg+QPubXGB4WyY89aKDAH8imdAfInuOfY3RkDH9mhz9pSBKGYdBAAXMmpWPG+KkOZYYttvW0Dbta9fXcSMutlDRd7+es8Zg//tRPFi4AHDh5xKWuyJXJr2xNyNxfgTuHaKCPjkfGuGT+YEEWVu2JL2SP6y5Pa0980fmwP3iXp87pZ9NAgaoztSe+wJMPGGQfOKqU977kjZpwu5PzOqD9tq953N8/+Rn/XHrObgXneu+MzaC0X72ENQd3AegalelqnzalPeUx76TlnLUhSktTlOrEmoO7PLYpfYnqkaFoL5454Ysxd0ej/eqlzmFNp8VagwYKLrc2jnlvBXYeruXzrGfb27DzcK2qCvSCaZvi0KfS8d3xtI/R3orcXatx4OQRiF1D2eL1azhw8ojsY9OdnxC75uAutF+9hLG6ON7r9yf97p78rOZ7xlM+ejqGXL4JXZXS+arCaG/lT0GVXqG5O47zdxM/Woudh2v5j+2FKxex83Ct4gPFnMml98G4XyJs8FDsOf65233v+ctzDscGOn+MX9pfqRjf57/+pOtZIlq+eNubNEjDM4sXkfXuiw5l5pu203jjcyN/SJu7bdYc3IXwIcO8OjdyXvz7W7JlxjldcvnD0uRP/WTl65W6Spd1LEplkq0tuecvz+GNz434pu00X3j9TdtpFNdsVuyIsjyt+crEL4LY8bed2O91nsrFL9SLOiNXX5w/23Ziv0t7o3Rslve+5I2acD3F1VO4SpKEYRAGhDiMYJjFi3xUTdomf3/Fjvarl/iiYW/i4ss2cvVeut0LD8zlrxCRnvMXTNvQfvUSxmhj3d7s4VzOWRsidzHnrk6oaVP6kp/duHHjhpoNT51vxahdxd0dH0L6lB8L3oJ4/Rp/IjQhhJBb48bivwQsrF61ZoiQvqRAm4DQASE4+G0jdYQIIaQP63W31hPSV3x/7Qe8UlfpslaDEEJI30KdIUJ85O8DLAkhhPQONE1GCCGEkKBGnSFCCCGEBDXqDBFCCCEkqFFniBBCCCFBjRZQkz7twoI/A3B80eOFBX+GMCAE//VRqcvLJtn24W//gT892p0Xayvw/bUfUPHI8/wzYUAIzrbbsOf45y5PRz4yYzmiw3X48SdR9kGIgY5bua0RG+57CJnxD+DOIRp8f8UuGy+5eEixNJla/iX7kDy16XJ+iKg0TVIVibOQPubXGDRQUBVngyaanwO5l0Y6p4c5+G2jwwPgvD0uAI/5q+bYcttIw2L5azz6d5f8Zy89Zd/JlfkkYRiKJ8/G5BEJiuWzO/OIkL6OOkOkz5N7eWrogBAUTnkM5e+5fyz8jz+J/P/Zo+TZU3sB8LdWs2Ow70ZHxmB0ZAxuDxnEf7yShGHQR8fz7Q2aaNm7zQIZt4rEWXjyAQP/jsXr4k9XPb7Bmr3ugmH7Jsfe7/A0Wm/SJfcKB2d7pi1ExrhkdFy/hgtXLqqOc9jgoW6f6OucHgC4cq3Dr+OqzV9Px3beJnzIMB4WAFjOfQN9dDz0UaOBBsc4JMfej7DBQ/Fpa4NDWFI7ZxVjeFikS9oAOHRk1OaRp/QS0t9QZ4j0W6MjY1CROEvxdQDsfV9A58jD+zlr+NujpaSvMmDfbbjvITyXmovk2PuBrvBnjfglAHQ9Sj8SD0YnKt56H6i4vfrwfwIAims2Y21LPZbHTsGajKcV32vk7Nm//YnHkY2+jI6MwYb7HuI/ot6kK2XURBgOy3eWmMkjOl8VwEaRvI2z2vQE4rjs3WFq8tfdseW2eTdpHuZMSkdm/ANYsOdVPPmAAWO0sUgShvGHeCYJnZ2ms+1timFXJM7C8LBIfNN2mndiWfnMjH/AZVRHTR6xdxcG8twQ0pvRmiHSr+X8MsPrtzircfD8SQDAcMk7+6bF6QEAFQc733CfHHt/t8eNvaTz5EUrgM5OlKX1OI6eO+V1WEZ7K4xH/w7gZlqk/682XYsm/VbxuyRhGMIGD0XH9Wv8B9mfOKvl63EDmb/ONh7dA6CzDJnFizjb3obQASGYpr2Pb8M6ol/ZmhTD0UeNBgBsb6jln33w7SF803Ya//7Brjo+PXVuCOkNqDNE+qX2q5dQ85UJoQNCsCntqYCHbxMvAwDErpeOJgnDMEYbi7PtbVjbUo/2q5cwOjJGtrMTyLidsLUAAP74myf4sSZ+tBb/Yd7uU3hsKubOIRoA3qfL0nq8c3RI4YWt0h/9IzOWByTOavh63EDnr5RWuAPAzTL0xekvAQC/Hj6WbzPpF50doz0nzYrhsHPFOmxAZ3rHvLfC5WW07vTUuSGkN6DOEOm3MvdXoP3qJeij47E8dkrAwmWLVQGg9ULnD9A07X0IHRDCf9AOftu5Hohd2XdX3F76fAfvoNT9/hW8mzTP57Ck2FvDvU3XliOdox3uRode2l+JjuvXoI+OR93vX0FF4qyAxBnonDY887tX+D9p3vpyXG/y192xnSUJw3gesTL0/snPANycqgKAsbo4dFy/5rLYXkrpDe++xPPZv/2Jl8tAlidCejvqDJF+7dUDOwDA451ZaoQNHoofC95C3e9f4Qtx2Y8/u5o/cKaz0/DF2WMAHKebuiNuRnsrst59EQdOHkHogBDMmZSOM797RXFkRi1hQAgA79NVbmvEgZNHkDJqIgq0CYrbpL7zHCytxxE6IARPPmDAicdWB2Q6c9BAweGfv8f1Jn/dHZupnL0CFxb8GV/k/wkpoyY6lCGjvRVn29v4IvUCbQLCBg/F4W+P+ZEjrtzFs7vKEyG9HS2gJv3a2pZ6zGpNgT46HnumLfQ7vAtXLmLQQAGhA0Kw2bSLX7Gzq/kXpuXiBcn2zgtiuyNuZvEipn7yGgq+SsAL03IxPCwSf/zNEzBK7gjz1oUrnfH1JV2bDv8VKaMmIm9ipts4T/xoLX+EwOjIGLyUPN+raR050tvNA3Vctfnr6djAzXxld4NJyxDQuTaILVK/feAgAMDh7752G+aPP4myd1QqUZNHgS5PhPR2NDJE+r1F+8rQcf0aMsYle/Wj4YzdzcVGdNjoCLuC77h+zeWK23lBbHfFDegc+ZjzwRoAUFzX48mD0YkAgG8vWH1Ol9HeigMnj0AfHe8xTWtb6vFibeczbiaNGOt220Dy5biByN9n//Yn3POX53Dg5BEAriNsbG1Qcuz9+HXMeACdi6Hd+f5K5yJpdu4CJRDpJaSvoM4Q6ffM4kVUHaoJWHhrW+pxtr0N+uh4GDTRSLmn80drs2kXwt/+A//3xudGAI4LYgMdtyMzlmPPtIX8h4otym2/ekl21MadAm0CDBN+AwD4tPmQX+nadPivit+d+Z3jWhSNMATAzVGT7uLLcQOZv1KbDv+Vr1+STkGV2xrRcf0ahodp+e3yno7zwfEDAADDhN84hGXQRGPDfQ95FS/nPApUegnp7WiajASFhQ0fIDn2fv4gOn/VnvgCTz5gwKJJv8WIcB0A1yv4T1sb8OQDhs6ppv3dE7c7h2igj45HxrhknG1v47eCs4XOnrz68H/iVXSuI2GjOAdOHsHalnqcmfxbn9PFRodSRk10+DxJGIZBAwXMmZSOGeOn4sKVi/yBkrUnvvAY37DBQ3Hmd684fMZGL6TpYb6/YsfEj9b6fFxv8lfp2HKM9lY8fvIQMsYluzyo8vC3x3i+mVr+pRg3Rjrd+n7OGpxtb+Pn82x7m8tzhnzJI7XliZC+ikaGSJ/n7qnEUi/+/S10dN3G7G04zt9tO7Ef7VcvYawuTvEKni2IBeBxAaqvcbvnL89h5+Fa/gN44cpFvPG50eH1Cu7CZFNfwoAQfNN2Gq/UVWLqJ68hSRiG8CHD/ErXC6ZtLmkyixeR9e6LqPnKhAtXLvJjvFJXqfgASml8pXFm/6SjF87fsWk9X4+rNn/dHVu6jdSag7t4GZJOQX3afIinVfrUaXdhTfxorUM8gc5O7Uv7K1XHk+XRzsO1fG3cN22nVZcnQvqyn924ceOGmg1PnW/FqF3F3R0fQgghhBCPbiz+S8DCopEhQgghhAQ16gwRQgghJKhRZ4gQQgghQY06Q4QQQggJatQZIoQQQkhQo84QIYQQQoIadYYIIYQQEtSoM0QIIYSQoEadIUIIIYQENeoMEUIIISSoUWeIEEIIIUGNOkOEEEIICWqqX9RKCCGEENIf/Vzthh0dHdi6dSuuX7/enfEhhBBCCHFr9uzZ0Ol0AQtPdWfo2rVrOHbsGObl5ATs4IQEwqFDh3D4yBH84emnezoqhBBCupnRaMS///3vnukMAUBISAhiYmICdnBCAuG7777D0KFDqWwSQkgQCA8Px8CBAwMaJi2gJoQQQkhQo84QIYQQQoIadYYIIYQQEtSoM0QIIYSQoOZXZygzKwuRWi3/V1VVBVEUXbYrWrYMZrPZY1hWq9Wr49vtdmwuK/NqH082l5XBbrcHNExffNnYiLz8/J6OBiH9mtls5u3Y5rIyh/ZL+t2Hu3e77Pvh7t2I1GqRmZXl0r65CzcQlNqpW91udGd76SkPfc1/q9WKvPx8RGq1KFq2zOvfHdI/+dUZslgsMJlMaLPZcOTwYXx17BiMRqPDNnV1dQCApKQkj2F1eNlgtNvtWL16tXeR9mD16tVo7+HOkCiKKC4uxqJFi3o0HoT0Z3V1dVizdi0qystxuqUFP1y+jK3btgEAmpqbHb4zm80OHaK6ujqYzWacbmlBRXk51qxdiy8bGz2GGyhy7VRPtBvd1V56ykNf899qtWLipEl4YsECtNlsSEpKwsKCgoDHn/Q9AZsm0+l0mDt3LnZWVzt8fqqpCUVLl3rc32QyYWRcXKCi06edamrCM4WFGJ+Q0NNRIaTfYvVMp9NBEAQYHn2UX1zt27cPeXl5/Lu5c+diy5YtfN/XS0sxd+5cCIIAnU6HvLw81NfXewz3VqSnP7QbnvLQ1/w/ceIEChcv5hfnj8ycCYvFgqbm5lufSNKrBHTNUGhoKCwWC4DOHvi6deuwevVqLC0qchiKzMzKQlVVFf8vACxZsoRvY7VaUbRsGSK1WuTl5zvsKx0aNb7/vsPx2TEjtVqsW7dOcWhaFEVUVVXx6T3nYVTj++/LHls6vCoNXxqe8z7Oac3Lz3epeOvWrePDvB/u3o3i4mLMy811iJe7YxDS11itVl4nWJk2m83YXFbmtu45T4k4h2M2mxXrqbOnn3oKqamp/O+Ojg7o9XoAQENDA0aMGMG/G5+QAIvFArvdDrvdDovFgntHjuTfx8fHo6GhwWO4/uQXa9uKli1z+V6p3XDOC2kby8KT5rW35wVQbi/l2nm17Zi7PPQn/1NTU7FMkn8sn0IFQTnzSVAIaGfowvffIyMjAwCwcdMmREVFoc1mw5zsbIehSIvFgh+uXEHlO+9gZ3U1L9xsmmxlSQnSUlP5vitLSgA4Do2+t2sXoqKiHI6/sqQEo8eMQZvNhtvvuENxaNpoNOKrY8dwuqUFp1tacObMGYfpPWm82bEBYGFBAeZkZ6PNZkNUVBRKS0t5eOfOncPplhaPaY2LjcW+ffv491arFaUbN2LUqFE8fXLDu+6OQUhf0yGKsFgsiIiI4HVtlsGAe0eOlK17K/iH0X4AACAASURBVEtKMCc7GxXl5ZhlMPAfUWk4JpMJb739tmI99aS+vh5zsrMBADU1NQgNDXXZpt1u59NCgtMPaE1NjcdwfSVtT+fOnevwnbt2g+UbaxN3f/SRS3jS9sTb8wIot5dy7byv7Zg0DwOZ//X19cjIyAjok4xJ3xSwztCXjY1Ys3Yt5mRnw263o7KyEgaDAUBnb9x5KDItLQ0ajQZ7Pv4YGo2Gf261WlFTU4MpU6YAAKZMmYKamhpYrVbsrK7GIzNnQhAECIKAX02ezPez2+2oqanBQw8+yMNXGpreWV3Nh1jZELh0eo+FKz020Hn1caqpCaIoIicnB4ZHHwUA/PPAATw8fToEQfCY1ieffBKrV6/miw7379+PDevXQ6PR8HjJDe96OgYhfRG7gr8nOtrlb+mPW1FREVJTU/mPlvP6wtTUVIyMi8OWN99UrKfumM1m7N27F9OnTw9IurwJV3ojitwNIc7tqfM0mFK7wdpSlqePz5+Pe0eOVNU+qz0vgHJ7Cbi28760Y/6cG3f7Wq1WvF5aSmszCQAvX8chJzk5GQCQm5uL4uXLkZSUxAt3TGysw7ZqhiJZI8d6/ey/HaKImpoaFBUVye7Hrhakx1QamrZYLA5XfdLpPSnpsQGgZOVKGI1GxMTGYsP69bwxqampcWkglNKq0WhQuHgxTJ99hocefBA7q6vx2muvKYbD0uDNMQjpbzo6OpCXn6949S+lVE+VNDU3Y5bBAJPJxC/M2Ai3szDJhZsz533kwpWz5+OP3cZPaSSEUWo3nDuMrAPirn329iYW5/AB146qp7i6a8fk8lDpHHiT/6IoYmFBQb9ZY0X85/fIELub7OV16/iiNFa4T7e0oM1m4//UDEWyfaVrZdjner0eHR0dbveTHlOpkXEOR2lOnx2bVT5BEJCTk4M2mw0AULJqFQ+vtrZWdVpTUlKwZcsW1NfXIyIigi8clwuHpcHbYxDSX9jtdhQXF6OoqIjXPXeU6qkcq9WKJUuW4AOj0eEGjsTERBw/fpz//WVjI/R6PTQaDTQaDfR6Pb97CQCOHz+OxMREj+H6wrlNdKbUbijt50/77I5ze6k2rkrHVcpDf/NfFEWUrFqFOdnZDmuLSHDrlocu6nQ65Obm8nU4oijKPqdDad+MjAx+Z4B0TndOdjZ27NgBURRhtVodFlA7H9NqtfLb+p1JwxFFETt27HCYUz7T2gqgc51O4eLF0Gg0EEURm8vKeAWMiIhAe3s7ACAvL88hPE9pTUpKQkREBObl5uKJBQv45ywcNsz8ZWMjT4O3xyCkvxC71rFE6XSKdVq6rVI9ldt2ZUkJniksdHn0R1paGrZs2QKr1crbiGcKC/n3zxQWOrRFW7ZsQVpamsdwfSFtE9kCZCmldoPt98mnn7p87mv7LEeuvVSith3zlIf+5P/WbdswbOhQ5OTk+JJc0k/51RnS6/WKQ5wlK1fi3LlziNRq8djs2Rg8aJDb/aSfrSopwb66OkRqtdhXV4dVXYvyDAYDhg0dipjYWKwsKcHD06cjNzeX312xeNEifsyVJSW48667ZONmMBgwbuxYxMTGIiY2FuPGjuVD6bW1tfzY586dQ2FXAygIAu6fMAGbNm1CpFaLndXVPF4PPfggD09NWoHODpler8eECRP4Z4/MnMmfexGp1WLHjh08De6OQUhfw0Z61fyt0+lQVlaGmNhYnD9/HhvWr8eSJUtgt9td9nNXT53V19ejpqYG83JzHR4ea7fbMTIuDsXLl2NhQQFiYmORlJTkMIqQmpqKpKQkxMTGYmFBAYqXL+cjEO7C9dWqkhLsrK5GTGwsBg8ZgrKyMp4H7tqNVSUlMJvNiNRqsWnTJv65UvvszXkBlNtLQL7tU9uOecpDX/PfarVi9erVKN240eE7Tw8FJv3fz27cuHFDzYb2rgccqnlmECG30oEDB2D67DOsePHFno4KIYSQbrZ161bMmDkT8fHxAQuT3k1GCCGEkKBGnSFCCCGEBDXqDBFCCCEkqHn1nKHW1lY899xz3RUXQnzS1taGtvPncfnSpZ6OCiGEkG528tQp3J+YGNA1Q151hiIiIjCPbkckvcyhQ4dw+MgRPP300z0dFUIIId3MaDTiLoW7xX3lVWcoJCQEMTExAY0AIf767rvvMHToUCqbhBASBMLDwzFw4MCAhklrhgghhBAS1PpVZ4heXErIrUP1rf+gc0mCnc+docysLJcKJIoiMrOyHN5a7E14nvaz2+2yb3VmkpOTA1KpN5eVyT4t9svGRuTl5/sdfiDiQkggeFNfrVYr1q1bh0itFl82NvKXNHvLarUiMyvLp33V8NRO3Aq+toPMrU5DoNrOW8Xf/PVGVVWVyytQemOYxD8+d4amT5+O/z540OGzU01NAODTC/8sFovHNya3dz0Fu7utXr2avymaEUURxcXFWLRoUbcf31NcfFFXV6f4okcSvNTUO2b79u2IiopCm82G0NBQ1cdwLnsdXe8a6y63qp1wx5t8ldMb0tCb+Zu/an3Z2Iid1dWYPn16QMOdPn06dlZXO7xslvQsnztD90+YgJ3V1Q6ffdXY6PDCU2+YTCa/3+7cnU41NeGZwkKMT0jo6aj4ZF5uLs7doisp0j+VbtyIX02e7PV+zmVvZFwcTCZTIKPW6/T29qyvuxX5yy6AnyksdPvyWV9oNBo8U1iI4uJiukjtJXzuDE2YMAEWi8VhqHJndTXGdXUWpEPqefn5DttlZmWhqqqK/xcAlixZwrexWq3Iy89HZlaW7Av0NpeVyYbr7MPdu5GZlYVIrRaby8oUC500ruylrwx7S3R6ejp2VlfLpiMvPx+RWi2qqqr4Mdh+7tLP9pN+L4qiYlzc5Q2bemDHlH7PpvaSk5P59IS7+JHg5FyGWLlg099AZxmSmypWqu9yZc9qtWLJkiX8/4uWLfPYTii1BdLjs/q0ZcsWh+/clXWz2czDV7pKV8oXuXg6t2eby8oc4m02mxWnvz7cvZvXXeP776vKX0/5pCZ9zgKRX+xcrFu3zqHdVWqTnfPYbDZj3bp1DuE2NTfz8iT3e8GOJ/1cLs/cxU/q6NGjiIiIcHhBr3Rf9s/5fKptW1NTUxEREYGjR4/Kfk9uLZ87Q4IgYMWKFTh85AgA8IrBRk5WlpRg9JgxaLPZMCc7GwsLCvi+FosFP1y5gsp33sHO6mrY7XaHYc+VJSWYk52NivJyzDIYXArTvSNHos1mw9SUFKxUeCN1XV0dzGYzKsrLcbqlBT9cvoyt27bJbrtx0yY+/D937lyH74xGI86dO4fTLS2K6di0cSNOt7Tgq2PH8Mmnn6reb1VJCU/Hxk2bAIDvLxcXd3nDph4iIiLQZrOhePlyzDIYYLfbseXNNwF0Xk3t+fhjj/Ejwcm5DM3JzsbKkhIIgsDLjclk4uVJSqm+y5U96TTZypISpKWmOhyPYfXkvV278Nprr/HyLGfjpk2Yk52NNpsNSUlJDt8plXWr1YpZBgMqystRvHw50tPTZX8YnfPFud1x157NnDEDswwGNDU38+PNnDHD5RisvTrd0oL3du1CVFSUqvx1l09q0+fM3/xaWFDAz0VUVBRKS0sd0ijXJkvz2GQyYZbBgNKNGx3a/n379mFqSgpPs/PvRZvNhtvvuAO7P/oIgGO7Lk2HUvyc/evoUWRmZvK/RVHEwoICPLFgAdpsNmxYvx6Fixfj6aeecsm/H65ckT1XzjIzM/Ev6gz1Cn7dTXb/hAnYs2cPANcpsqKiIjwycyYA4J7oaJc1AmlpadBoNNjz8ccuQ5BFRUVITU3la4+c54ZZT91gMKCmpka2572zuhpz586FTqeDIAgwPPqo7By83W5HZWUlDAYDALhMg/3zwAE8PH06BEFAamoqLBaLw0LDtLQ0CIIAQRDwyMyZ/KpUzX4sfb+aPBmVlZUAgD179uDhrvlpuSk5tXnDfhCU1ht5ih8JXqwM3RMdjZqaGlX7eKrvcqxWK2pqajBlyhQAwJQpU1zqM6tfbEpErjyzOszCcX4qrVJZFwQBer0eZ8+eRVJSEkwmEwRBUIyvu3ZHqT3T6XTYXlmJl19+GStLSrC9slJ2TeXO6mo8MnMmb0ucpyPVtKfO+eRt+gKVX/Hx8TjV1ARRFJGTkwPDo4/yNHpqk1NTUzEyLo53Nvbv3w+g8xyvXr3aZe0OK0Ps3Dw+fz7uHTnSpV2XpkMpfs727t2LESNG8L/PWa2wWCy8bf3V5Mko3bjRZb9p06bh8fnzAXiuCyNGjMDevXsVvye3jl+doQkTJvBGQTpFBgChgsCHv72966Sjo4MPRbrDKqLcQrqamhqkp6fzoczk5GTo9XqX7VjjqtRIOIfD0iYn/M47ecH3Zj/n47lbnKo2b9Qcx5f4ESLHl/rO6i2re+7qszu+1mGNRoOK8nK89fbbyMvPV13+vY2ndJpF+v/OcQy/807FMHzJX1/T529+laxciduHDEFMbCyqqqoQ1dX5U9smM7+aPBnPL10KURTR0NCAwsWLXS6cnc8B68CxMhETG+uSDqX4ObNYLA5tMduOdYLPtLYiNzfXZT+NRoOt27apOlehoaHdejMBUc+vzpAgCMjNzeVTPGwkgw0nPjJzJtpsNq8WS9rtdhQXF6OoqAhtNpvHbQEgTGZxm16vR21tLdpsNv6PDdNLsQqtNHwsF47S3XIXvv8eGRkZXu/nfLyOjg7F9KrNGzXH8SV+hDjztb471z32X2875f7UYZ1Ohy1vvoknFizAwoICVY+xcNfuyKmrq0NYWBjCwsJQV1enGEeleu9Pe+pL+vzNL0EQkJOTw9uoklWrFMOVa5OZkXFxyMjIQH19PV4vLUVK1xSZlNK5Z5+fbmlxSYdS/DwRBAEb1q/HxEmTEKnVYmd1NRbL3F1csmoVbh8yxOtzRXqW3w9dTEtNRWVlpcMUGZszHz58OKxWq8tiQHfErrnjKJ1OseFg65P27t0re7VgNpuRl5eHHTt28F78l42NsuHpdDpe4djCNykWjiiKEEURH+7e7fD98ePHAXReLbz19ts8Hzztp2ROdjbq6+sBwCW+avLGnY6ODnzZ2Ni5CNDH+BEiJYoi6uvrPdZ3adljpHUPAOrr65GRkeF1p9y5Du/bt8/he6Wy3tTczBfxDh8+3OMVuqd2R05TczNeLy1F0dKlWLxoEV4vLZWdjp6Tnc3j6JyHvran3qYPcGw7fckvURSxuayM51VERATa29sBQHWbLPXEggWYl5uLiIgIl7VgwM1zz9ZasjB1Oh1yc3NhNBp5vD7cvdtt/Jzl5ubiTGsr/9tqteL5pUtx/NgxtNls2PLmm7ysiqLI03L8+HGMS0iQPVfOj5lQGl0it57fnaHExETo9XqHKTKdToeysjJMnDQJK0tKkJKSgtzcXH53lF6vd7n6Y5+xfWNiY3H+/HlsWL8eS5Ysgd1ux8i4OGyvrMSmTZsQqdXi3LlzKCws5GFsWL8eycnJ+Pf//A8emTkTSUlJWFhQgEitFjt27MCdCi92W1VSgp3V1YiJjcXgIUNQVlbGj/nQgw9i3NixiImNxWOzZ2PwoEEO+5rNZkRqtXxRHhsGd7efc/pDu+bigc71CD9cvoxIrdYl/e7yRhqG3HG2V1YiPT0dO3bs8Bg/EjykZcS5DMmVKSaq68fmsdmzMWjQILf13bnsScNdVVKCfXV1iNRqsa+uDqskC5Od64lcu8GwOvzY7Nm4d+RIh+MrlfWRcXHQarV4bPZsLCwowAdGo9sOjlK74649e/nll7FmzRpoNBrodDoUL1+Ol19+2SVsg8GAYUOHIiY2FitLSvDw9Ok8Dd62p+xvb9InbTv9yS9BEHD/hAk8r3ZWV/Nz6q5NViprEyZMgF6vd3lkizTNq0pKeDu8adMmHmbJypU4d+4cIrviPHjQILfxc5aUlMSfnQfc7HjFjx3L7xRjd+7Z7Xa83rUQu3j5chQXF8ueq9dLSx1G0041Ncl28sit97MbN27cULMhW8BWtHRpd8epz4jUaul5Ir3AgQMHYPrsM6x48cWejkq/Fqzlvam5GcnJyX5PTZO+xWq1YuKkSTh+7Bg0Gg02l5Xh9iFDkJOT4/D9kcOHfVpiYLfbET92rM/7B7OtW7dixsyZLjdL+KNfvZuMEBJ4Tc3N9GA4EnR0Oh1WrFiBN954A0Dn9Kh0BuRCezv0er2qO/TkvPHGG1ixYgV1hHqJn/d0BPoyd8P2hPQXx48fR3JyMjasXx90o0KA++lC0r89Pn8+Hps9G3V1dfzZSkxGRgafAvVWXV0dPq+vx3u7dgUyusQP1Bnyg7s7IQjpLx6ZOZM/4yYY6XQ6qutBShAEVJSX40J7O8YnJARsqvTOu+5CRXm5z6NKJPCoM0QIIYQo0Ol0AZ/K6qvvuOzPaM0QIYQQQoIadYYIIYQQEtS8miZrbW3Fc889111xIcQnbW1taDt/HpcvXerpqBCi2oX2dgwYMAC3DxnS01EhvRCVD2UnT53C/YmJAb213qvOUHR0ND1niPQ69Jwh0hdt3boVd999t8vLRwkBqHy4s3XrVvziF78IaJg0TUYIIYSQoEadIUIIIYQENeoMEUIIISSoUWeIEEIIIUGNOkOEEEIICWrUGSKEEEJIUKPOECGEEEKCGnWGCCGEEBLUqDNECCGEkKBGnSFCCCGEBDXqDBFCCCEkqFFniBBCCCFBjTpDhBBCCAlq/aoz1NTc3NNRcKu3x4+QW4HqASGkt/G5M5SZleXSqImiiMysLFitVp/C87Sf3W7H5rIyxe+Tk5N7dUMrjZ/VakVmVlbAwg50eP3Jh7t3IzMrC5FaLT7cvdvncHwt273J5rIy2O32Hjt+U3MzkpOTVW17q/K7qqoKVVVVvTZMq9WKSK2W/ytatswhXz7cvRvr1q1z2a+puRmZWVkO5zvQeepveIEuj/2hjvYWrM1k/zaXlUEURYiiiKJlyxCp1cJsNvd0NAPG587Q9OnT8d8HDzp8dqqpCQCg0+m8Ds9isaBDFN1u0263Y/Xq1V6H3Rt1iCIsFovP+4uiiLq6uoCF1199uHs3zGYz3tu1C6dbWmA2m33uEKkpo73d6tWr0d6DnSFv3Ir8/rKxETurqzF9+vSAhjt9+nTsrK7Gl42NfofF8qDNZkObzYZxY8diZUkJ//6bEydQunGjS6fivw8ehMVicTjfgc5Tf8MLdHlUGx/n9jPQujv8W8FiscBkMqHNZsPplhb8cPkytm7bhvr6egwbOhS1tbVYs3ZtT0czYHzuDN0/YQJ2Vlc7fPZVYyPmZGf7FJ7JZMLIuDhfo9PnjIyLg8lk8nn/c1Yr5uXmBiy8/uqpp55CXl4eBEGAIAiYO3cubDabT2EFWxntad2d36Ioori4GM8UFkKj0QQ0bI1Gg2cKC1FcXAwxwB06g8GAmpoaPgJy8dIl6PV6mD77jG8jiiKeX7oUer0eHR0dAT2+VG+rE2rj49x+Blp3h3+rCYIAw6OPYvXq1UhNTcWyZcvQ8eOPiIiI6OmoBYzPnaEJEybAYrE4DEnurK7GuIQEAJ1Du+vWrUOkVou8/HyH7TKzslBVVcX/CwBLlizh21itVuTl5yMzK0t2GG5zWZlsuM6k0yNsiE8afqRWi3Xr1ik2VtI0SLfbXFbmEC+z2YzNZWV8qkpuH7mwlyxZAqCz4ZLmFbuaFEURVVVVLmm12+18qoGljYVnNptdhsybmpuRl5/v8byYzWZkZmUhMysrIFe0PY2lTdo4jk9IwNNPPcW/Z2WQDflK89y53EjLqFJeKX2ulO/OcXAu885lVbqfmnImLVtFy5a5fO9vHXGXXnd12FO+OOe3XJvhLk/VxP3o0aOIiIhAamqqS7ydpwec81SuXjpLTU1FREQEjh49qph+XwiCAODmiFFlZSXmZGdjz549DmnLyMjAA1Om4Pv/+R9V4bprv+TqCnDzHCm1ic48lUelcq32nMqVGbYfO1dy7ad0e7VlTKneKrXPauLfV9jtdqxZuxaLFi3q6agEjM+dIUEQsGLFChw+cgQAeEM4vqsztLKkBKPHjEGbzYY52dlYWFDA97VYLPjhyhVUvvMOdlZXw263OwxvriwpwZzsbFSUl2OWweDS2Nw7ciTabDZMTUlxGC6Wqqurg9lsRkV5ucMQHwAsLCjAnOxstNlsiIqKQmlpqWwY0jTcfscdfP+ZM2ZglsGApuZmWK1WzDIYMHPGDD5VlZKSgrau0Qej0SgbtnRay2g04vY77uB5VVxczD//4coVlzzUaDR8FKjNZsPTTz3Fwxs1ahRKN250yLN9+/ZhakoKAGDjpk2IiopyCZOlo6K8HMXLlyM9Pb3PV1hPw+UszyIiImAymfDW22/DaDTiq2PHcLqlBadbWnDmzBl+DlkZVcord3moVB+kcWiz2VC8fDlmGQx8yoPVBVYGd3/0kUt40rLp7JNPPwXQWU7mzp3r8J2/dcRTet3VYcZTO8HOoVyboVSW1dbvfx09iszMTP63KIpYWFCAJxYsQJvNhg3r16Nw8WLeeWaU6qWczMxM/CvAnSFWNsIko1njEhJw/vx5vibxwIEDXo/Su2u/5OoKcPMcKbWJztyVR0C5XKs9p3JlZlVJCf+92Lhpk2z7Kd1eWsZ8qbdy4auNf2+2b98+FC5eDFEU8fL69XimsJD/3vcHft1Ndv+ECfxqxHmKrKioCI/MnAkAuCc62mU9S1paGjQaDfZ8/LHLEHVRURFSU1P52iPnHzV2Jec8XCy1s7oac+fOhU6ncxjiA4D4+HicamqCKIrIycmB4dFHXfa32+2oqanBQw8+yOPL9tfpdNheWYmXX34ZK0tKsL2y0mGdVFJSEgDg4a51A57srK5GWloaT9szhYUQRRHTpk3D4/PnK+ahHI1Ggw3r12P//v08HatXr8b06dNht9tRWVkJg8HAj2WxWNDU3AxBEKDX63H27FkkJSXBZDLxK9D+LjU1FSPj4rDlzTd5uZFOqzmfQ6W8cpeHnuoDK9Os7LTb7bBaraipqeHfPT5/Pu4dOdJt2XS2Z88ePNy1Hsa54fK3jnhKr7s6zHjKFylpmwFAsSyriTsA7N27FyNGjOB/n7NaYbFY+Dn41eTJKN240WU/b+rliBEjsHfvXsXvvSWKInZWV6Nw8WJoNBreMRqfkIA52dn474MHYbfbUbpxIxITEzFx4kScP3/eq2O4a7+kdUXKU5vIuCuP7sq12nPqLC0tjcfjV5Mno7Ky0uP20t8lX+qtHF/j39OSk5P5CGlDQwPmzZuHc1YrKisrMS83F5lZWX3+opnxqzM0YcIE3hmRTpEBQKgg8BXnau8eYTo6OviQojvOw8VSNTU1SE9P5ycyOTkZer0eAFCyciVuHzIEMbGxqKqqQpRMpWWFOiY21mV/AA5D69L/lwoNDVXVgZGrYIIgQKPRYOu2bV7n4a8mT8bzS5dCFEU0NDTwhtM5TSx/Q7uOVVFejrfefht5+fkI7QcdIXbl7E1ltVgsCA0N5X/LnUOlvHKXh77UB+dyLQgCUlNTPZZNqZqaGof0OH/nTx1xl161ddjXdsJdWVYTd8D1XLPt2MXVmdZW5Mqs+/CmXqptA9SI1Grx2OzZuH3IEBQWFgJw/PEdl5CAndXVaGhoQG5uLr/IPHfunE/H8zbuatpEd+XRXblWe04DzZ/fMameir+/2ALqDevXIy42FjqdDiPj4vhi/j0ff9xvLpr96gwJgoDc3Fxs3LQJwM2ePhtufmTmTLTZbF4t7LXb7SguLkZRUREfqnW3LeA4XMzo9XrU1tbyk8ZOHIt3Tk4OD79k1SqX/VnDfrqlxWV/oHOKISwsDGFhYYp3DXR0dCAjI8NjmpUWOZasWoXbhwzxOg9HxsUhIyMD9fX1eL20FCldU2RyaWqz2fiVk06nw5Y338QTCxZgYUFBj96CHQgajQZ6vZ7f5aiG87no6OiQ7Wgo5ZXc577WB3a+nDtznsqmu/Q4f+dPHVFKr9o67E874a4sq427M0EQsGH9ekycNAmRWi12VldjscyaCF/rpb/Y+cnJyZH9ARqfkICIiAjMy83loxn+UNt+MWraRHfl0V259vWc+sOf8umsJ+IfSNOmTZO9Y7E/8fuhi2mpqXwBH8PWAA0fPhxWqxXG999XHZ7YNRcbpdMpVii2Pmnv3r181EPKbDYjLy8PO3bs4Fd5XzY2oq6uDqIoYnNZGQ8jIiIC7e3tLsfQ6XTIzc3lc+ZWq5XHp6m5Ga+XlqJo6VIsXrQIr5eWOjzf6MvGRoiiiB07dsjO2zsvKJ2TnY2/7d3L152wxXvHjx/HuIQEt3nIbuF0bmCeWLAA83JzERERwYdwndMkiiK/zbypuZkvoB0+fHi/uU3/mcJC2XKgZE52Nnbs2MGfpyF3DpXySulzX+uDTqdDRkYGX2fB4u6ubMqlp76+HgBctvG3jiilV00dFkUR9fX1PrcTSmVZbdwBIDc3F2daW/nfVqsVzy9diuPHjqHNZsOWN9/kFwrSW6Xd1UuWf4zS6FKgnGltReHixfzvOdnZ0Ov1mDBhAoDOqZ3Pu86/Wp7aLzme2kRp/JTKo1K59uaceoudV7nRY39+x5zDX7duXbfE/1bR6XQoXLw4oFO+vY3qztClS5fw+eefu3weExODQYMGIURypaLT6fDEE09g4qRJyMzKQnh4OO69916kTJ0KABg0aBB+uHzZIRz2Gds3JjYWu3fvxqMGAx5++GGcPn0aI+Pi8F/PPov58+cjUqvFrvfew8KFC3kYjxoMSE5ORs3evXhk5kzcdtttSJk6FZFaLRYvXoxLly9DEAQMuO02HsbzS5fiKYUFkLMfewy73nuP3y1wqSvOs2fPxvz586HRaKDT6fDIzJmYPXs2zpw5AwCYP38+YmJjcdtttzkMF0vj98Plyxg0aBAAICMjA8e//hoxsbFImTqVz/E/MnMmDAaDbB6OjIvDY0WEvgAAIABJREFUpEmTEBMbi3cqK/H//u//5eEBwOjRozFo0CCMHjXKIU3Liop4msYlJKC5a9RkZFwcbDYbxiUkIGXqVKz+3/874Lcbd5fGxkbFO5ZSU1NxZ3i4Qzlgd/dIzwGTkZGBjh9/RExsLGJiY9Hx44/86piVUaW8UvrcXX2Qi4O0fjxVUIDXXnsNkVot5s+ff7MMKpRNZxkZGaitrUWkVutSn/ytI57SK1eHw8PCcO+992JcQgJaW1tVtxNybYZcWfamft922214R7KGRKfTISIiAvFjxyJSq8X9iYnYsmULAODrr79GQddCW3f1suCpp/D111/zMN+prMRtt90me3zzwYNoaGiQ/U5KrowwR48exXHJ8VJTUx2mLn64fBnffPMN/14uHxl37ZdSHFh4Sm2iM3flEZAv196cU3dlRpoG5/bz2rVrLtv7U2+dw//5z3+uKv5SastHd3HOj4mTJuH/vPpqj8VHynzwIC+vgfKzGzdu3FCzIVuIW7R0aUAj0J+wp+t6mt4jgXXgwAGYPvsMK158saejQvoQq9WKiZMm4fixY9BoNNhcVobbhwxBTk6Ow/dHDh/26UGydrsd8WPHKu6/detW3H333QF/4KOvqP3qXXpb+ehNtm7dihkzZyI+Pj5gYfard5MRQohaOp0OK1aswBtvvAGgc9pdehPIhfZ26PV6nxeIvvHGG1ixYoVPHSlCyK31856OQH8S2nWrMSGkb3h8/nw8Nns26urq+LOSmIyMDKxZs8an6eK6ujp8Xl+P93btCmR0uxW1XySYUWcogHQ6neJdPYSQ3kcQBFSUl+NCezvGJyQEbIrozrvuQkV5eZ+67ZjaLxLMqDNECAlqOp0u4FNZ/enJvIQEA1ozRAghhJCgRp0hQgghhAQ16gwRQgghJKhRZ4gQQgghQY06Q4QQQggJatQZIoQQQkhQo84QIYQQQoIadYYIIYQQEtSoM0QIIYSQoEadIUIIIYQENeoMEUIIISSoUWeIEEIIIUHNqxe1tra24rnnnuuuuBDik7a2NrSdP4/Lly71dFQIUe3kqVMIFQT84x//6OmokF6Iyoeyk6dO4f7ERMTHxwcsTK86QxEREZiXkxOwgxMSCIcOHcLhI0fw9NNP93RUCFHt+++/x4ABA3DHHXf0dFRIL2Q0GhEeHo6UlJSejkqvYzQacddddwU0TK86QyEhIYiJiQloBAjx13fffYehQ4dS2SR9CpVX4k54eDjuvvtuKicywsPDMXDgwICGSWuGCCGEEBLUqDNECCGEkKBGnSFCCCGEBDXqDBFCCCEkqPnVGcrMykKkVotIrRZ5+fmwWq2BipdPvmxsRF5+fo/GgRBCCOkrPty9G5FaLTKzsmA2mz1u39TcjEit1uX3vq6uDplZWcjMysKHu3d3V3S7jV+dIYvFApPJhDabDXOys7GwoCBQ8fKaKIooLi7GokWLeiwOhBBCSF9RV1cHs9mM0y0tqCgvx5q1a/FlY6PbfV5++WUAQIco8s/MZjN2VlejorwcFeXl2LJli6qOVW8SsGmy1NRUWCwWNDU3BypIr5xqasIzhYUYn5DQI8cnhBBC+pLXS0sxd+5cCIIAnU6HvLw81NfXK25fV1cn+/mHu3fjiQULoNPpeDgHDhzormh3i1u2ZshqtSIvPx+RWi3WrVsHq9UKURRRVVUlO0RntVqRmZXFvzebzbKfAZ0nori4GPNyc7G5rAyipMdKCCGEEEd2ux0WiwX3jhzJP4uPj0dDQ4Pi9q+XlqKoqMjlu8rKSgwfPpz//dCDD+Lh6dMDH+luFLDOUFNzM/R6PaJ0OtnvV5aUYE52NtpsNtx+xx3Y/dFHMBqNOHfuHB+im2Uw8HnIDlGExWJBREQETCYT3nr7bdnP2DBfRXk5Tre04IfLl7F127ZAJYsQQgjpd9rtdgCAIAgOn9fU1Mhuv3fvXjwwZQpGxsU5fM5mg3SS335BEPrcLI1XT6CWk5ycDADQ6/UoXr7cJWOBzlGempoabHnzTQDA4/Pno76+HmPGjIFGo+FDdIDjPCTQOf0GAFvefJNnuvSzvPx8LFq0iO9vePRRJCcn4+mnnvI3aYQQQkjQa2puxvNLl+L4sWOK2+Tl5/OOVEZGBlaVlDh0kHo7v0eGTCYTjh87BovFglGjRslu49zBEQQBqamp0Gg02LptG78jzRc1NTVIT0/nYSQnJ0Ov1/sUFiGEEBIMwjQa2c8zMjJcPtuyZQu2V1ZCo7APAKwqKUGbzcZvqFpZUhKwuN4KAZkm02g0KFy8WHGuMbRrtMh5LU9paSluHzKEZ6Av9Ho9amtreRhtNhv2fPyxT2ERQgghwUCj0UCv1zvcPXb8+HEkJiY6bGe1WlFZWYl5ubkOAxfJycmoq6tzmTYDgHuioxWn23qrgK0ZSklJwc7qatnvdDodMjIy8MmnnwLofB5QXV0dPq+vR0REBF9I7Yu8vDzs2LGDrzViYRNCCCFE2TOFhdixYwdEUYTVasWWLVuQlpbmsI1Op3MYbGADFyaTiS9Z2bB+PbZv3w5RFCGKIozvv48N69ff8vT4w6/OkF6v56M+EyZMwPnz5xUfvLiqpARmsxmRWi02bdqEO++6C8XLl+P10lI8Nns2Bg8ZgrKyMixZsgR2ux2hguAy3SX32SMzZyIpKQkLCwoQqdVix44duPOuu/xJFiGEENLvpaamIikpCTGxsVhYUIDi5cv5SI/ZbFZ8iLH0tx8ADAYDoqKiEBMbi5jYWERFRcFgMNySNATKz27cuHFDzYZ2ux2rV69G0dKl3R0nQrxy4MABmD77DCtefLGno0IIIQGxdetW3H333ZjeQ7eo5+Xn44kFC5CUlNQjx3dn69atmDFzJuLj4wMWJr2bjBBCCCGc3W5HWFhYr+wIdRfqDBFCCCGE02g0eHndup6Oxi1FnSFCCCGEBDWvHrrY2tqK5557rrviQohP2tra0Hb+PC5futTTUSGEkIA4eeoUQgUB//jHP3o6Kr3OyVOncH9iYkDXDHnVGYqIiMC8nJyAHZyQQDh06BAOHzmCp59+uqejQohqRqMR4eHhSElJ6emokF6Iyocyo9GIuwJ817hXnaGQkBDExMQENAKE+Ou7777D0KFDqWySPiU8PBx33303lVsii8qHsvDwcAwcODCgYdKaIUIIIYQENeoMEUIIISSoUWeIEEIIIUGNOkOEEEIICWq9pjNktVqxbt06RGq1+LKx0eHvuro6ZGZlud0/MytL8b1ohASjD3fvRqRWi8ysLJjNZsXtWP2K1Grx4e7dDt992diIvPx8RGq1yMvPd3jDtfS7omXLHOofe/kye8v1unXrqH72Y+7KkJTZbHa7nbsy6+4Y7HP2T+mdWoQo6TWdoe3btyMqKgptNhvGJyQ4/H1PdDQsFovb/S0WCzpE0a84iKJIb7wn/UJdXR3MZjNOt7Sgorwca9audejISLfbV1eHivJynG5pgdls5nXAarUiPT0dixYtQpvNhkWLFqG4uBhNzc2w2+1IT0/HEwsWoM1mw7ixY7GypISHazQa8dWxYzjd0oI2mw1RUVEO35P+w10ZkmpqbsaatWsdtpN2atyVWU/HsFgsMJlM/K3qW958s/sTTvqVXtMZKt24Eb+aPFn275FxcTCZTG73N5lM/G27vjpntWJebq5fYRDSG7xeWoq5c+dCEATodDrk5eWhvr7eZbud1dWYO3cudDodBEHA3Llz8XppKQBg//792LB+PcYnJAAAxickIC8vD/v27UNDQwNWrFjB312Uk5ODmpoaNDU3AwCeX7oUeXl5ELrebO38Pek/3JUhqX379iEvL89huy1btvDv3ZVZtccgxFc+d4ZEUeTTWNLhc+fh8c1lZRC7Rmyk3+Xl58NqtUIURT4FlpycjLz8fJe/rVYrlixZ4va4S5Ys4cPw0ik2tj+TmZWFqqoqZGZlOQzF2u12JCcnAwCPNyF9kd1uh8Viwb0jR/LP4uPj0dDQ4LJdTU2Nw3b3jhwJi8UCu92Ofx44gHFdHSFmxIgRaGhoQGpqKp5+6in+OavjoV2dH71ej46ODsXvSf/gqQxJNTQ0YMSIEfzv8QkJfDt3ZdabYxDiK587Q0ajEbffcQfabDbMyc5GcXEx/5wNj59uacGZM2dgNBr5d+fOncPplhbMyc7GwoICCIKAPR9/DKBzdGfLm2+6/N0hinyaTOm40mmyjZs28Sk2dhzGYrHghytX8N6uXXjttdcwy2CA3W6HRqPho09tNptDQ09IX9Le9QMhOHU8ampqPG7H/r+96wcoNDTUYZ/Q0FCXcIDOepmRkQGdTgcAeKawEMXFxfyCp2TVKqxYsYJ/T/oHT2VISq48se3clVm1x0hOTna5ACdELZ87Qzurq5GWlgYASE1NxTOFhRBFkQ9nCoLAhzN3VlcDAP554AAenj4dgiAgNTUVFovF62FzpeMydrsdlZWVMBgMfBvn46SlpUEQBD6t5lxpCSHqsBHY55cuRVhYGB+FHTNmDABg4qRJiImNRWVlJaZMmdKTUSX9WG1tLb8AB4CSVat6OEakr/G5M+S8oDk1NRWCIMBisTj0/kNDQ/m2NTU1SE9P51NogPfD5krHZVjHJiY21q/jENJXhWk0sp9nZGTIbie9mGD/H6bRICMjw2GqCwA6Ojocwlm2bBlftJqWmsoXSa8sKcEzhYX8O5PJhOLiYrpi72c8lSEp5/InDcNdmVVzjPEJCfwC/PH581FZWUl3LxKv/P/t3XFQG2XeB/CvN87R5AQrRAsJRAwUxAIVUkCslOEG29LSwztq63RK3ztNp5x/tDqvpx2rU5yOM1y9d3xLx2s75sRpGOZ05PU6Z62Ujl6oilBTJrSIAUprIFC9gK3MbBrm7nz/oM/jbrJJNmkoUH6fGceSffI8zz777LPPPs+zm4g7Q75rAgJ9LggCjEYj3/bRRx/xBnJsdDTsYfNA6TKs08OeYok0HULmq/j4eBiNRsnTY729vcjPz5cN1z8wwD/rHxiA0WhEfHw88vPzcfHiRcl3Ll686BcPc29qKp9CO378OO5NTeXblqanw2azYYQuULeUUHVILD8/H729vfxve08PDxeszoaTBiGRirgz9MTmzTjx4YfweDxwuVxoamrinzc3N8Pj8cDj8aC5uRlPbN4MADCZTJJtwd5HEW66jE6nw7Zt2/g6pUjSYY/Y010sma+e2bWLn2sulwtms5lPLwcKx87XZ3btAjA9nWw2m/kFyt7TI4nHtH07/nbsGP9uy3vv4eWXXwYAvLZ/P8xmM9/250OHsH79+ht+4pPMPcHqkBirT2wdmW+4YHU2WBodHR2S91y1tLRg27ZtdANMwhJxZ6i6uhpxd94JQ1oadtTWIjExkX+ek50NQ1oaDGlpyMnO5ut31qxezbc9vmkT7vjFLxSlpVap+OhSoHSNRiMfFarbuxcjIyNI0mr90hGH8/17aXo6du3cCUNamuQuhJD5pry8HMXFxfw82fPii7wj0tHRwV9KJw73+KZNKC4uRnl5OYDp8+HVV1/FwYMHkaTV4uDBg3j11Vd5PK/U1WF0dJSf68nJyfjdb38L4Kd24PFNm2BIS+Phya0nWB0S17Wl6enY8+KL2FFbC0NamiScbzy+dTZYGsXFxXyKNkmrxcjICOr27r3JpUDmu9t+/PHHH5UEnJiYwL59+/DC88/PSEaStFrJu4J8/yYkEKvVivbTp/HySy/NdlbmBdP27XjqySf5O4LI7GhsbMSSJUuwbt262c7KjKG6FrmFUD8i1djYiF9VVWHZsmVRi3PWX7o4MDgomY7y/ZsQEj0TExNISEigixOZcVTXyHwy652h3t5eGNLS8Nr+/Vianu73NyEkeuLj4/HH+vrZzgZZAKiukfnk9tnOwGNVVXisqirg34QQQgghMymsztClS5fw3HPPzVReCInI2NgYxi5fxtUrV2Y7K4Qo5ujvh1qlwscffzzbWSFzkKO/H4888gitGbpJwuoMJSYmombr1pnKCyER6erqwpkvv8TTTz8921khRLGWlhZoNBqUlpbOdlbIHNTS0oJU0bu6yMwKqzO0aNEiGAyGmcoLIREZHh7G4sWLqW6SeUWj0WDJkiVUb4ksjUaDXyh8/Qy5cbO+gJoQQgghZDZRZ4gQQgghCxp1hgghhBCyoFFniBBCCCEL2pzrDFVu2MB/cE8pl8uFyg0bZihHhNxa2A+nJmm1SNJq8edDhwK+9d3lcsG0fTuStFrJj2GybfX19TyepqYmens8kWB1x/e/QG38qVOnULlhAyo3bPD7gW22LVSdJSQSM9IZCucX333D2mw2CCG+y35VnhE8HthstsgyGwH6RXsynzW+/TZ+uHoVQxcuYOjCBfxw9Soa335bNuyO2lpUVlZibHQUxcXF2FFby7ftratDcnIyxkZHMXThAs6dP4+WlpabtRtkHjC/+SbGRkf5f5ajR7F+/XrZX5Tv6OjAX995B0cOH8aRw4dhNpvR0dHBt/3vgQM4cvgwhi5cwDfffEN1jUTVjHSGarZtw4jC0R3fsEp+nHXE5ULNtm3876Xp6Whvb48ssxEIZ/8ImWv27duH6o0boVKpoFKpUL1xI/bt2+cXbmBwEDabjb8R/rGqKthsNgwMDmJgcBDHjx/H1uvvHVOpVDCZTPjDDP2QM7k1/O+BA3jqySdlt/3t2DE89eST0Ol00Ol0MJlMsFqtAKZ/jPmZXbug0+morpEZEXFnSDx8Xl9fz0dKTNu3AwBWrVrFp67Ew+mm7dv5EKlc2GeffZZv7+jo4EOm9p4eANM//rdq1SoA4MOlLpcLzz77LIDpUSOWVn19vd+0m/hv8fSax+NBU1OTXx59yeWZkPnEaDRCEAT+tyAIMBqNfuHUKhUA8HOb/V+tUvltCxYPIcB0e56YmBjwh1uPHj0KvV7P/16zejUqrr99effu3SgvL+fbqK6RaIu4M7SjthZPbN6MsdFRJCcn48CBAwCmh0WB6RGeD/7+dwDTw+n3Z2VhbHQUT2zezIfa5cKyaTKXy4XfVFfjyOHD2PPii1i7di08Hg/i4+P5KNDY6Cie/v3vJdNkrSdP8m0rVqzwm3YT/y3+XktLC0ZGRjB04YIkj77k8kzIfPLMrl1obm6Gy+WCy+VCc3Mzntm1yy+cTqfDtm3b+HRES0sLn+LQ6XTYtXMn6l55BZ7r5+uePXtk4yEEAP7y1lt4YvNm2W0Dg4MAIJk+U6lUWJ6b6xfW4/GgubkZJpNpZjJKFqSIO0PLli1D/8AAPB4Ptm7diuqNGwOGfeGFF/hQ+72pqYrW96hUKhiNRjidThQXF6O9vR2q63ejwXzwwQf8bkJ8JxHKP6xWVKxbB5VKhfLycj4dQMit5u577sHRo0exoqAAKwoKcPToUdx9zz1+4TweD+5avBh/eP55JGm1+MPzzyMhIYGPmpaWluLo0aMwpKVhRUEBEhMTkZWVdbN3h8wD9p4eXL58GStXrgwaTrzg2neE3uPxoHLDBhjS0tDb24v77rtvprNNFpCIO0N1e/ciLjYWhrQ0NDU1IVlmQRyjVqnwwu7dSNJq+RRXKPHx8Thy+DD+8tZbMG3fzoflQzl+/DjUarWisL7fW7t2LT8RWb4JuZV4PB7s2bMH7e3tfFFre3s79uzZ4/dQwIEDB/gCafZfTnY2LBYLJiYm8Jvqakk8T2zeDIvFMkt7RuayEx9+CJPJFPKG9pW6Okl92ltXx7epVCp88Pe/Y2x0FK+//jrWrl2LiYmJmc46WSAi7gypVCps3boVY6OjAIC6V16RDefxeLCjthaPVVXxhlcpnU4H85tv4qknn8SO2lpFFd93PYRSRqMRH330kaThl3vigZD5bMTlgs1mkzyksDQ9HTabze+hgAMNDSh66CHJZ0UPPYQDDQ0Yv34uiuO5NzUVBxoaZjD3ZD4aGBzEgYYGrCopCRhG7qGZe1NTcfz48aDhx6kzRKIkos4Qe08JW9ScmJiI8fFxSRhBEGDv6cHExARsNhv0ej1cLhda3nvPLz4WVjwkOjA4yN8lodfrZafW2CP24s7PE5s347PPPgMAv/dUAMCunTvR+cUXAIDOL77Arp07AQAmkwnNzc3weDzweDyy3w2VZ0LmuqXp6Vi/fj0/t9i5vH79er8L0qFDh2A2myUPHJjNZhw6dIjH09TUJNn22v79N32fyNzW1taG1/bvR3x8fNBwr+3fD4vFwutly3vv8frU1NTEH5YBptt2o9EY8sljQpSKqDOkUqmQ9+CDOHjwIJK0Wvz1nXfwimg403L0KNauXYvm5mYA043qioIC7K2rQ2lpKbZt24YXdu+WDWs0GqFWqbA0PR1arRaPb9qEHbW1+L+WFn4yLU1Px66dO2FIS0P/wAA0CQn8yYLq6mr8cPUqn+ryVVNTg5GRESRptRgZGUFNTQ2A6ScXcrKzYUhLw+ObNuGOIL8W7JtnQuaTg9dHbwxpaTCkpUk+m5iYQJJWi4mJCTxWVYXi4mLsratDklaLHbW1KC4u5uv/Xqmrww+Tk3xbTnY2qqurZ2enyJx19uxZrLu+jlNMXNeA6bY7OTmZ18vk5GRen6qrqxEXG4sdtbVI0mrxdV8fjhw+fFP3g9zabvvxxx9/VBJwYmIC+/btwwvz7N0OSVqtoncXkfnLarWi/fRpvPzSS7OdlXmPjfSw9weRmdPY2IglS5bIdhQWAqprwS30+hFMY2MjflVVhWXLlkUtzjn3cxyEkNlz7vx5anzJTUF1jcwlt892BmYam3YjhIT2x/r62c4CWSCorpG55JbvDNGLEQkhhBASTFidoUuXLuG5556bqbwQEpGxsTGMXb6Mq1euzHZWCFHM0d8PtUqFjz/+eLazQuYgqh+BOfr7kZefH9U1Q4oXUP/nP/+BIAj42W23RS1xQqLhX//6F/79738jJiZmtrNCiGJTU1P42c9+httvv+UH6EkEqH4ENjU1hTtiY6NaNoo7Q4QQQgghtyJ6mowQQgghCxp1hgghhBCyoFFniBBCCCELGnWGCCGEELKgUWeIEEIIIQuaoufSrl69iqmpqZnOC5Fx9913z3YWCCGEkFuaos7Q1NQUvF7vTOeFEEIIIeSmo2kyQgi5BQwNDaG7u5tuXAmJAHWGCCFknpucnMS7776LK1eu0JvYCYkAdYYIIWSeO3XqFPR6PcrKymY7K4TMS4p+juOf//wnDb3OkuTk5NnOwqzwer34/PPPce7cOQBATk6OX0M/OTmJU6dOweFwAACWL1+ORx55BLGxsQAAs9kMt9uN3bt3S75XX18PjUYDk8nE/2bUajVycnLw8MMP8zvsyclJfPrppxgYGIAgCNBoNFi5ciWysrIk6YiJ41eyL0qFyouSchkaGsK7774LtVqNnTt3SuLv6OiA1WpFZmYmfv3rX0cUXlwmrOxDlUGo7b7HjIW/cOEC3G637HF7//334XA4YDKZoNFoeFzsc9964Zt3Md/6Iv5bbn9949BoNDAajcjLy+Of+R6nzMxMlJSUSPIqrpty8SjJqy92rMIpH7bPNTU1kpGn+vp6ybEPll4oLpcLVqsVTqcTarUaBQUFKC4u5tvdbjfMZjMA+OVZnEfxcVESt9J2IlA4AOju7obNZoPb7ZY9J8Xk6kZaWppsfQ+3vOXqme8+BQuvpIwZuXMuUJkF29dgaUaz7QyFfgGOzEmff/45Ojs7odFooFar0dnZiUWLFvEGzOv1orGxEYIgQK/XAwDsdjtcLpdsY6hEZmYmxsfH0dnZCQAoKyvzS0elUsHhcODYsWOIi4uDTqeTfJ9ZtGiR377o9XoIguC3L0opyYuScmE3NoIgYGhoCAaDgafR29sLABgfH5ekG054OaGOZ7hl9OGHH8LhcECj0UiO29jYGLZs2SIJe/LkSb/PlAh0PCOJY3h4GK2trQCAvLw82ePkcDgwPDyMHTt2+E11sXgcDgdaW1uxaNEiycU2VF7F2xMTEyXblJaP2+3G2bNnFdXbYOkFittisfDvjo+Pw2q1AgBPb3h4mIcfHh72u1DfSNw3oru7G62trVCr1cjMzMTw8LBs++BLXDfk6nsk5R2ofigNr7SM5dpKJfmT29dgaYZqN6LppneG/udPf5L9vHrjRqSmpuJ0ezu6urrw6OrVyM3Nlf1eSkoKSkpKkKTV8m2FhYUoWbUqZFr//dxzABA0Hd+4AsU/NTUF6z/+gZ6eHqjVahhXrEBhYaHSoiBBnDt3Dmq1ml/AGxoacObMGX4SnD17FoIgYM2aNfyuho1S9PX1BW0I5Gg0Gn631dDQgHPnzqGsrAxfffUVBEFAaWkpT9vlcsFisaCnp0fS2AW6+2X7wi44vvuilJK8KCmXa9eu8TgdDgfv3LhcLn4XJwgCDxNu+GBlEOh4hlNGfX19cDgcfiMOJ06cgN1u9zv+TqczojqhZDRDaRyTk5N444030NfXh7y8PNnjxC6qvhdAcd1kx/vrr7+W7E+wvIq/Lyec8rFarcjOzuajjJGkJ4fd+W/atInXL9860NfXB7VaDUEQcOnSpYCjH5HEfSP6+voAgHdiA7UPvnzrxsWLF/3yE255B6ofSsMrKeNAbWUwwfY1WJqh2o1ouulrhh5dvRqPrl6NlJQUyd/sYJ8/fx4A8M2lS37fTUlJQcmqVRgfH8fp06cVpZeSksLTeHT1av55sHSUYh2hklWrkJ6ejtPt7XzIm9w4QRAwOTkJAKisrER1dTXfdvHiRQDAAw88wD9bunQpAODSDRxTAPzEFMeVnZ3Nt+t0OqxZs0bSiQ5FEAQ+wuK7L2Jms1l2qkFpXpSUy5UrV/g2u93O89Xf3y/JLxNu+ECCHU+2XUkZsf3wvfEoKCiQbBdra2ub1al+1r6xcpI7TuzfbJscdnENNRIXrnDK59SpU1FNGwDGxsYAQDLqWFlZiUcffRTA9Oik0+lETk4O9Ho9HA5EF36gAAAKZUlEQVSH4vyGijtaWN3W6XSoqqri9TGUYB0dILzyDrd+iMNHUsbitlIJ331VkmaodiNabnpnKDc3F7m5uUhKSpL8nZCQgLHRUQiCgIyMDPT39/u96DEpKQmFhYVIT0+XDK0Fk5SUxNNgF4xQ6YSjsLAQhYWFvKP13bffRhwX+UlJSQkAoLGxEd3d3TAYDJK7LLZORDydwIZXv//++4jT9Xq9fC0OAHg8HgD+J3FeXl7Quz6xnJwcAIDFYoHb7fbbF6WU5EVJubCRnuXLlwOYvjsEfroLY0ParAEKN7ycUMcznDJi++G7PdDxX7NmDQRBwNmzZwPmb6axsklISAAgf5xiYmKg0Wj81gCJsQuFWq2OWt6Ulk9mZiYyMzPhcDh4HYgWp9PpNyVjMBj46MbQ0BCA6Sm3++67DwAU5yFU3DeKjWQ0Nzeju7sbAJCVlaV4Go+NLLH9YiIp73Drhzh8uGXs21Yq4buvodIM1W5E05xaMzQ4OAi1Wo0VK1agv78fFy9elMw9M99//z0fWZrJdEIRjzSNjY4CAO5cvDjifJGfsAamtbUVra2tsNlsqKio4CdCsJMwnDsV8Xc++eQTjI2NQRAEflcXTlziER3xFE5ZWRmuXbsGu90Os9ksmebyFWy9k9LRl1Dlwjo3BQUFsNvtsNvtiImJgSAIKCoq4uG9Xi9iY2PDDi8n1PEMp4xClYPv9ry8PNhsNj7loFSg4xmOEydOAAAGBgYAAPfffz/PY7j11+v18g4Lu5lUkle32y3ZXlRUJJnWCKd8ysvL4XA4cOLEiYB1NVR6kWCjfQaDgXcWv/nmG8loz2xhnapjx47J1u1AfI9Zfn6+Xxgl5c0Eqx9Kwist40BtZTCB9jVUmqHajWiaU52hoaEhZGdnI0mrhVqtRv/1dQFMV1cXurq6AMBv/U4g4u9oNBr8129/GzKdcIyNjqK5uRnAdO+aNXbkxuXl5SE9PR2ffvop7HY7LBYLampqoNPpgt75RHLXzBbtAtMjIOxCHE5cwRaNVlRUIDU1FW1tbREv3lSSFyXlwobQNRoNH5pmMjIy4HQ6Afx01xhu+ECCHU9AeRmFKge57RUVFbBYLGFNOYS7CFiO3W7n/y4qKuIXzmDTC7759+1caDQaPPzww2HlVbx9scwNm9LyiY2NRWlpKaxWKx8FkRMqPV+hjunAwAA0Gg0fPQOgaK2KkrijISsrC8nJyfjyyy/R2dkJi8UiWaMkR7yo2OFw4P777/cbrVJS3krqh5LwR44cUVTGgdrKYALtq5LjGqrdiJY50xkaHx+H2+1GfHw8X5AsXpMATK//uT8rC99evozT7e248847Q3Zi2HeA6WFoJemEIzYuDo+uXo2rV66gq6sLrR99hA2/+lXE8RGp2NhYVFRUIDc3FxaLBVarFVu2bIFGo4HT6YTX6+VTDezO4q677go7HfY4qNlslkyz3HXXXXA6nXC5XCFPvlAjB6zBfOONNyJaBKgkL0rKRTwqkZWVBafTyZ/M0ul0+O677wAAP/zwA3Q6Xdjhgwl0PMMpo0DlEOz463Q6PuWgVDQWUO/evZu/mkC89kruOHm9Xrjdbv50GcMeYQamOzoGg8HvabMbWUANhFc++fn5OHPmDH86LpL05L7jWx6My+WCIAgQBEFyERcEgT/KHmnc0RQbG4uysjJkZGTAYrHgiy++CNoZYmXk9Xrx+uuvo62tTXbqLlR5K6kfocK73W7FZRyorQxGbl/j4uIUpxmq3YiGOfPSRTZP2N/fj7aTJ3nDJl4Mydb/sOmpfgUnrnjNUGZmZsh01Gq1pNFi64liAjxae8cddyA3Nxclq1YhNzf3hjpW5CcdHR2SuWPfBo/NL3/11Vf8MzYVkZqaCuCnNSXieNi/A120ly1bxi+04rjY6CLj9XqDrpEJtC+xsbER36kqyYuSchEEgechPT2dh1u2bBmAnx7NZtNj4YaXE+p4hlNGgcrhzJkzku2+ysvLA8YZDr1eD7fbzct8cnJSthPDGAwGaDQaOByOoMeJ/dt37YharUZZWRnKysqQlZU1Yxd0peUTExODysrKqKYtVx7AdAeXjTwuX74cRUVFKCoqkow03EjcQGTthFh3dzdfCwP41+0bFaq8w60fcuEjKWPftjJcStIM1W5E05wZGfq6rw8ZGRl8VGVqagoHGxow7HTyxm1sbAw9PT349vJlAMAS0XAw2wYAcXFxft9hus+eDZpOdnY2urq60HbyJJYkJuLr65U8Reblhz09Pbh27RoefPBBANNrmW7GkOytzuv14syZM7BardBoNEhISOAnB7tzEt8tsYaILZRkYXJzc/mwqvi9PGybnOzsbFitVv5YbFZWFrq7u+FwONDQ0ICUlBR4PB44nU6/tRDvv/++JK5169YBAN8XdrH0XWsjFuzFbkryEqpc2MVYpVIBmO546PV6OJ1Onr+4uDgA052bcMPLCXU8xduVlJG4HMxmMxISEviIr16vD7gwVjzloITc8YyJiUFeXh6cTicaGxuRkpLC9yXYo94rV67EsWPHcP78eRQXFwc8Tmq1WnbtSKR5BaYv+r7b5UZuwikfg8EQcCQpUHpsOYHcHb1veahUKgwPD/P2VK1Wo6KigoefnJyEw+HgryoIlPby5cuDxm0ymcJuJ8Txp6am8pctfvbZZ7wuAgi5QJvFw+oPe+pTTrDyjobe3l7FZcz4tpXByO1rqDQfeOCBkNeBaJoTnaGpqSkMDw9LFiT//Oc/R0ZGBs6fP8/XBw0PD/NKXFhYyDsh4m3A9DoG1hkSf87kiRob33SKHnoIwPSj9z09PdBoNKjeuJG/00js2rVrON3ejtPt7fyzyg0bbrQ4FryYmBj87ne/429aZkOmJSUl/KRkYXzftPzLX/6Sx6PT6VBTU8PfPAtM39WXlpYGPHnZxd5ut/O3NldXV/O3oDocDqjVaixfvhwZGRmS7/o2VOXl5YiNjZXsCzC9diTYnH4wofISqlzYuh7xOo7q6mpMTU3xxc/sInrt2rWww8tRcjzDLSNxObAns5SUa35+Pnp7e4M+scXIHc+YmBj+riabzcanC0tKSoI20FlZWWhra+NTf3LHKTMzk6cRrkB5DbQ9kHDKp6SkJGC8vp+7XC7eaZcTExODLVu24PTp0/y7er0eeXl5OHbsGH+SkRF3yn2nv8Rpp6amwmAwBIwbCL+dEMe/ePFi1NTUSOqiRqORvD8qEBaP0robrLxvBBvZDKeMxdvFbWUgvvuak5MDu90eNE0AIduNaKKf47hB4+PjkiFV9uhstCzUn+MghNw6PvnkE3R2dsr+xAMhc8GcGBmazxISEqLeASKEkFvJhQsXkJmZSR0hMmfRyNAcRyNDhBBCyMyaM0+TEUIIIYTMBuoMEUIIIWRBo84QIYQQQhY06gwRQgghZEFTtICaEEIIIeRWRSNDhBBCCFnQqDNECCGEkAWNOkOEEEIIWdCoM0QIIYSQBY06Q4QQQghZ0KgzRAghhJAFjTpDhBBCCFnQqDNECCGEkAWNOkOEEEIIWdCoM0QIIYSQBe3/AcJMfNo5JcQvAAAAAElFTkSuQmCC)
L’utilisation de ces deux variables donne des résultats intéressants (tableau 3) : toutes deux sont statistiquement significatives et le R² est de 0,46. C’est mieux que les résultats obtenus dans le tableau 2 basés sur l’enquête de la Commission européenne. Le graphique 2 présente l’inflation observée et estimée dans le secteur des services ainsi que les résidus de régression. La valeur de ces derniers a tendance à être faible dans les périodes sans chocs, mais elle est élevée pendant la crise financière mondiale, la pandémie de Covid-19 et en 2022 notamment. L’équation peut également être utilisée pour effectuer une analyse de scénario (tableau 4). Pour que l’inflation revienne à 2,0 % dans le secteur des services, et en supposant que l’indice des prix des intrants du PMI recule à 50,0 — il s’est établi à 61,3 en juin -, la croissance des salaires devrait baisser à 3,4 % contre 5,1 % en décembre 2022 (dernières données disponibles).
Au vu de la fourchette historique des salaires et des prix des intrants, un tel objectif est tout à fait atteignable, mais compte tenu des écarts respectifs constatés avec les dernières données, cela prendra probablement du temps.
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)
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)