-- Industry Consulting Firm G. Palmer & Associates’ Quarterly Forecast Assists in Previewing Near-Term Hiring Patterns –
Demand for temporary workers in the United States is expected to increase 1.1% on a seasonally adjusted basis for the 2023 first quarter, when compared with the same period in 2022, according to the Palmer Forecast™, released today. The rate of increase in demand has been softening since the fourth quarter of 2022.
The Palmer Forecast™ indicated a 6.2.% increase in temporary help for the 2022 fourth quarter. Actual results as reported by the Bureau of Labor Statistics (BLS) came in considerably lower, with an increase of 1.1%, reflecting actual GDP growth that came in below what was previously expected.
A total of 10.5 million open jobs was reported by the BLS, as of January 4, 2023, for data through the month of November 2022. However, the non-farm payroll growth has seen a steady softening throughout the second half of 2022, and this trend is likely to continue as the year progresses, until GDP growth picks back up.
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)
Source: G. Palmer & Associates; Bureau of Labor Statistics (BLS)
![](data:image/png;base64,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)
Source: Bureau of Labor Statistics (BLS)
The BLS reported that temp help jobs decreased by 35,000 in December 2022, a loss of 1.1% year-over-year. For the year 2022, there have been 32,400 jobs lost, or 2,700 average jobs lost per month. Temp help jobs growth in 2021 was strong, with a total gain of 302,000 jobs, and an average of 25,200 jobs added per month, compared with the prior two years, when 201,000 temp jobs were lost in 2020 and 27,000 temp jobs were lost in 2019, according to the BLS. In 2018, more than 99,000 temp help jobs were added over 2017.
The Labor Department reported that non-farm payroll employment increased by 223,000 jobs in December 2022, which was slightly ahead of consensus estimate increases of 200,000 jobs. For the 2022 fourth quarter, there were 742,000 non-farm jobs added, averaging 247,000 per month, up 3.02% on a year-over-year basis. For the 2022 full year, there were 4.5 million jobs added, an average of 375,000 jobs per month. Fourth quarter growth clearly indicates a softening in the labor market. In 2021, non-farm employment was up by 6.4 million jobs, compared with 2020. To put this in perspective, there were 9.4 million jobs lost in 2020, and 2.1 million total jobs added for 2019. For 2018, a total of 2.6 million new jobs were created, versus 2.1 million new jobs in 2017.
The key categories of jobs created are as follows:
- Total Non-Farm: +223,000
- Private Sector: +220,000
- Private service – providing: +180,000
- Leisure and Hospitality: +67,000
- Healthcare: +55,000
- Construction: +28,000
- Manufacturing: +8,000
- Government: +3,000
- Professional and Business Services: -6,000
- Temp Help: -35,000
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KlL31p8ffK9KQTt/uIjDrbQhlW3va2t606tdgyTdWd+p2qsxIH/9m+P0Inn7vXuEJPf97UeYeeN1Rd7ePrikja3lr/D+0PN3d+nT/cdyam7dcFiznf+7pnyt4///M/r+69997KhIXqaVnjrM6hwKjL+9LWpksVGbLb70tCS8y69ll92k0bU9f2mJmMnO1wiiKjKw/zizvz0PQNimkDVmaOdrbM82PaHNcsRwCRsRyvyV9tMxYKpC24V6UU8D/rWc+qnvOc5ywO7rHDe/SB1nTo05/+9FUjfnpxFajoI64pdv20mfsFL3hB9UM/9EOLTCW+yLCO2L/PNmJ+//d/f3XixIleIiMU1KoOL37xi6vnPe95q/ynOqij/PCHP1w98MADK38nFtosquvd2Z6UnZXK+tznPreY+XFFjYJN+cDn7Tc89wMRc4LzmHU122l73/ViCf7QEju1/X/4h39YeYfVlp7xjGd0avtNI9Kh/iLFe9+28bsu+NRszdvf/vZFvUMCfVn/tH0YShYZrm1NfUmXPiumzxxqJiP39yemriXNZHTlYW19mXYTs/HbLXfZb2Pf96vt/eXvuxNAZHRnN+s725Y+zbryVG5UArS9UfFP/uEmwL/xjW9Ux48fr7Zv3x6sU9sa/cmDoAIQyEygbfN45sdT/AQIIDIm4KQxTbSA71/+5V9WLX0a0yaevT4I0PbWh59T19JGxv/3f/+3ts+KGXVObRflQWBOBJrOxphTPalLPwKIjH78uBsCEIAABAoi4G5mDmXQksD42Mc+Vp07d26xX6NptqOgamEKBIoiEJvauCijMWZwAoiMwZHzQAhAAAIQyEng/e9//8q+Mj1H+6we8YhHVJrdsL1ott/smc98Zk5TKBsCsyPgzgS2nQQ/u8pToaUIIDKWwsXFEIAABCAwBQKWaMDd2G6CQ0kutMH9UY961BSqgo0QKIqAu1n/4MGD1c6dO4uyD2PKIYDIKMcXWAIBCEAAAhCAAAQgAIFZEEBkzMKNVAICEIAABCAAAQhAAALlEEBklOMLLIEABCAAAQhAAAIQgMAsCCAyZuFGKgEBCEAAAhCAAAQgAIFyCCAyyvEFlkAAAhCAAAQgAAEIQGAWBBAZs3AjlYAABCAAAQhAAAIQgEA5BBAZ5fgCSyAAAQhAAAIQgAAEIDALAoiMWbiRSkAAAhCAAAQgAAEIQKAcAoiMcnyBJRCAAAQgAAEIQAACEJgFAUTGLNxIJSAAAQhAAAIQgAAEIFAOAURGOb7AEghAAAIQgAAEIAABCMyCACJjFm6kEhCAAAQgAAEIQAACECiHACKjHF9gCQQgAAEIQAACEIAABGZBAJExCzdSCQhAAAIQgAAEIAABCJRDAJFRji+wBAIQgAAEIAABCEAAArMggMiYhRupBAQgAAEIQAACEIAABMohgMgoxxdYAgEIQAACEIAABCAAgVkQQGTMwo1UAgIQgAAEIAABCEAAAuUQQGSU4wssgQAEIAABCEAAAhCAwCwIIDJm4UYqAQEIQAACEIAABCAAgXIIIDLK8QWWQAACEIAABCAAAQhAYBYEEBmzcCOVgAAEIAABCEAAAhCAQDkEEBnl+AJLIAABCEAAAhCAAAQgMAsCiIxZuJFKQAACEIAABCAAAQhAoBwCvUXG7du3q5MnT1b3339/dejQoWrnzp1ranfr1q3q8OHD1Y0bN1b+ru5a9+aY+2KuUZmx1/nGx9wXc005LscSCEAAAhCAAAQgAAEI5CXQS2RcvXq1OnHiRKNwuH79enX06NFqz5491b59+xbXXr58uTpz5kytKNE1MffFXBNbVghzTPkx1+R1IaVDAAIQgAAEIAABCECgLAKdRYYbXD/5yU9eiI3Q7MT58+erK1euVMePH682bdq0qL3Nfty8eXPVn7toYu67cOFCVNkxZZltuWwoy+1YAwEIQAACEIAABCAAgXwEOosM1ySb0fBFhi0j2rVr18osht2n2YyzZ88uRMb27dtX1TDmviNHjlSnT5+u2sreunXrYqlW23U5bfDLzudOSoYABCAAAQhAAAIQgMD4BLKKDJvtOHDgwJq9GnXCREhi7tu/f3918eLFqq1sBfhartV2nb+XJKUNoX0q47seCyAAAQhAAAIQgAAEIJCHQFaR0SQk+v7d7t27q/vuuy+4RMste8uWLbVLuYayIZXIuHbtWp5WQKkQgAAEIAABCEAAAuuKwI4dO7LWF5FRs5ckRoDECh1ERtY2TOEQgAAEIAABCEAAAksSmLTIiFlyFNosHnMfy6WWbElcDgEIQAACEIAABCAAgYEIZJ3JCKV3tXo1bfyOue/gwYPV3XffvSo1bqjszZs3r0mhO7QNbPweqDXzGAhAAAIQgAAEIACBIghkFRl1qWrbUtjG3Hfs2LFFdik/Da5/78aNGxeHBbZd56ewTWlDKD1uEd7HCAhAAAIQgAAEIAABCGQgkFVkyF7b27B3795Vh/G56WtD13S9LzRDElNW6IDAmPtirsngN4qEAAQgAAEIQAACEIBAsQQ6iwxb0vTQQw+tqdy2bdtWHbLnnwy+YcOGVedj1G2ybrvPFTFmhF+2/XlbWXWnkLfdt4wNxbYCDIMABCAAAQhAAAIQgEBCAp1FRkIbKgX4586dq06dOlVpDwU/CEAAAhCAAAQgAAEIQGC6BEYXGXa695133rnmwL7pYsVyCEAAAhCAAAQgAAEIrF8Co4sMzWJcunRp1fKq9esOag4BCEAAAhCAAAQgAIHpExhdZEwfITWAAAQgAAEIQAACEIAABFwCiAzaAwQgAAEIQAACEIAABCCQlAAiIylOCoMABCAAAQhAAAIQgAAEEBm0AQhAAAIQgAAEIAABCEAgKQFERlKcFAYBCEAAAhCAAAQgAAEIIDJoAxCAAAQgAAEIQAACEIBAUgKIjKQ4KQwCEIAABCAAAQhAAAIQQGTQBiAAAQhAAAIQgAAEIACBpAQQGUlxUhgEIAABCEAAAhCAAAQggMigDUAAAhCAAAQgAAEIQAACSQkgMpLipDAIQAACEIAABCAAAQhAAJFBG4AABCAAAQhAAAIQgAAEkhJAZCTFSWEQgAAEIAABCEAAAhCAACKDNgABCEAAAhCAAAQgAAEIJCWAyEiKk8IgAAEIQAACEIAABCAAAUQGbQACEIAABCAAAQhAAAIQSEoAkZEUJ4VBAAIQgAAEIAABCEAAAogM2gAEIAABCEAAAhCAAAQgkJQAIiMpTgqDAAQgAAEIQAACEIAABBAZtAEIQAACEIAABCAAAQhAICkBREZSnBQGAQhAAAIQgAAEIAABCCAyaAMQgAAEIAABCEAAAhCAQFICiIykOCkMAhCAAAQgAAEIQKCNwAtP3Nd4yV+/aXdbEfx94QQQGYU7CPMgAAEIQAACEIDA3AggMubm0bX1QWTM38fUEAIQgAAEIAABCBRFAJFRlDuyGIPIyIKVQiEAAQhAAAIQgAAE6gggMubfNhAZ8/cxNYQABCAAAQhAAAJFEUBkFOWOLMYgMrJgpVAIQAACEIAABCAAAWYy1m8bQGSsX99TcwhAAAIQgAAEIDAKAWYyRsE+6EMRGYPi5mEQgAAEIAABCEAAAoiM+bcBRMb8fUwNIQABCEAAAhCAQFEEEBlFuSOLMdlFxtWrV6sTJ06sMX7Tpk3VqVOnqs2bN9dW7NatW9Xhw4erGzdurFxz6NChaufOnavuibku5pqQIbH3xV6XxYsUCgEIQAACEIAABCZEAJExIWd1NHUQkfGWt7ylOn78eLV9+/ZoM69fv14dPXq02rNnT7Vv377FfZcvX67OnDlTuUIj5rqYa0KGxd4Xe1105bkQAhCAAAQgAAEIzJgAImPGzv3/VStWZJw/f766cuXKQpxo1kO/27dvVydPnqxu3ry58ucx1124cCGqLN/dMWXLttjr5t+cqCEEIAABCEAAAhBoJ4DIaGc09SuKFBm29GjXrl0rsxgGWrMZZ8+eXYiMrVu3LpZTNV135MiR6vTp043XhGZZUtqw7CzO1BsV9kMAAhCAAAQgAIEmAoiM+bePIkWGLT86cODAmv0XtsdDS6a0/EpLqpqu279/f3Xx4sXGa0L7PFLaECp//k2LGkIAAhCAAAQgAIEwAUTG/FvGICLD3/i9YcOGxj0arpDwN3m7f7dly5bFpvJQEG/X7d69u7rvvvsar2m6v+3vYmxAZMz/RaKGEIAABCAAAQjEE0BkxLOa6pXZRUYIjPYwaHahLvhGZISb07Vr16bazrAbAhCAAAQgAAEIrBD47ff/RyONP3zx46CVmcCOHTuyPmEUkWH7HZ7whCdUd91115oKplyqNKflUoiMrO8ChUMAAhCAAAQgMBABRMZAoBseM0uREcoS5TIIpYS1v3c3fuuMDT/NrX/dwYMHq7vvvntVKtxQWX563ZQ2sPF7/BcJCyAAAQhAAAIQKIcAy6XK8UUuS4qcyagTIf6fb9y4cU1KW4Fyrzt27Ngiu5Sb9ta/xk2Ta6BT2hAqP5dDKRcCEIAABCAAAQiUTgCRUbqH+tuXVWRYoK7N27aB2/7swQcfXHXit+3D2Lt37yJtrf//qqo7i2EzDzHXxVxj5buH/cXeF3tdf3dRAgQgAAEIQAACEJg+AUTG9H3YVoOsIkMPtwDcNWTbtm2rDtlzr3M3g/v31mWlirku5prQieIx94Xq2ZZBq80x/D0EIAABCEAAAhCYKwFExlw9+916ZRcZsQgV4J87d27V7EbsvVwHAQhAAAIQgAAEIDAdAoiM6fiqq6VFiAzLNnXnnXeuOXyva8W4DwIQgAAEIAABCECgTAKIjDL9ktKqIkSGZjEuXbq0ZglVyopSFgQgAAEIQAACEIBAGQQQGWX4IacVRYiMnBWkbAhAAAIQgAAEIACBsgggMsryRw5rEBk5qFImBCAAAQhAAAIQgEAtAUTG/BsHImP+PqaGEIAABCAAAQhAoCgCiIyi3JHFGERGFqwUCgEIQAACEIAABCBQRwCRMf+2gciYv4+pIQQgAAEIQAACECiKACKjKHdkMQaRkQUrhUIAAhCAAAQgAAEIMJOxftsAImP9+p6aQwACEIAABCAAgVEIMJMxCvZBH4rIGBQ3D4MABCAAAQhAAAIQQGTMvw0gMubvY2oIAQhAAAIQgAAEiiKAyCjKHVmMQWRkwUqhEIAABCAAAQhAAAJ1BBAZ828biIz5+5gaQgACEIAABCAAgaIIIDKKckcWYxAZWbBSKAQgAAEIQAACEIAAMxnrtw0gMtav76k5BCAAAQhAAAIQGIUAMxmjYB/0oYiMQXHzMAhAAAIQgAAEIAABRMb82wAiY/4+poYQgAAEIAABCECgKAKIjKLckcUYREYWrBQKAQhAAAIQgAAEIFBHAJEx/7aByJi/j6khBCAAAQhAAAIQKIoAIqMod2QxBpGRBSuFQgACEIAABCAAAQgwk7F+2wAiY/36nppDAAIQgAAEIACBUQgwkzEK9kEfisgYFDcPgwAEIAABCEAAAhBAZMy/DSAy5u9jaggBCEAAAhCAAASKIhArMmKvK6pyGLMggMigIUAAAhCAAAQgAAEIDEogVjzEXjeo8TwsigAiIwoTF0EAAhCAAAQgAAEIpCIQKx5ir0tll8qJfWbq61LWoYSyEBkleAEbIAABCEAAAhCAwDoiUHKAntq22PLm5n5Extw8Sn0gAAEIQAACEIBA4QRiA+/Y61JWN/aZqa9LWYcSykJklOAFbIAABCAAAQhAAALriMBYAXrTc//6TbsXHkhtW2x5c3M/ImNuHqU+EIAABCAAAQhAoHACsYH3kNchMtI2GkRGWp6UBgEIQAACEIAABCDQQmBI8SBTYgREzDWxZaW+zmybUsNCZEzJW9gKAQhAAAIQgAAEZkAAkfFdJ8aIm5hrXGFTQhNBZJTgBWyAAAQgAAEIQAAC64gAIgORsY6aO1WFAAQgAAEIQAACEBiCACIDkTFEO+MZkQRiX8jI4rgMAhDIQID3NANUp8hYvikzyOStUZGfY0QAACAASURBVFmlx3Ary+K81sS2t7xWzLP0WLZDXrfskqQ52Jazda2b5VK3bt2qDh8+XN24cWOF56FDh6qdO3c28o29L/a6Ps6Mbcx9nsG9EFiWQMntcgzbxnhmrM/GsC31M2PLiwmWU5Ql9ikDk2XLivV97HUx3GLLKvm61L4vua6l2pbaBynKW/b9S/HM2D4kl20528e6EBnXr1+vjh49Wu3Zs6fat2/fgufly5erM2fOVE1CI/a+2Ov6OjJ1Y+5rj3t/rG0pn0lZZRAo2fepbYsJwFI/M8bLsc8c47oxnilmKX01ZB1yBRIp6jAF22Lel7b2ERv0udfFPjfmuhS+ymVbjP2x16SuZ4ryptDGU9RzqPaxLkTG+fPnqytXrlTHjx+vNm3atGj/t2/frk6ePFndvHlz1Z+7L0fsfbHXxb54ddelblix5cXYnbKsmOdxTTkESvZ9rG0prhvz45TC/i6BVcxzY67JEfQhMr7TR6RslynLmpNtJbbxZYPI2Dqk/PLEPnPI69ZjG0/pU7+s2YsMW8a0a9eulVkMg6DZjLNnzy5Exvbt21exib1v69ati2VYy5bfxalDvmjLfgBS29aFD/eMQyDW97HWERwuHxzG+mCM68Z4ZptoWY+BRAo/wG1tLyYmKdgu+81ta+NW3li2xfT3Y9nGN2b1NybGV12vmb3IsKVMBw4cWLP/4urVq9WJEyeCS6Zi75M40VKsZcvv4rASX8hcHVksn1gmseVx3fIEUvuADwAiI9QKUwa4KctKHRxiWziQbwuqx+QW2weOcd0Yz4z9ioxlG98YREZsG229rklIpPi7LVu21AqVpvJbDQ9ccO3atS63cQ8EIAABCEAAAhCAAARWEdixY0dWIrOfyUghJPwMVG6ZiIys7ZPCIQABCEAAAhCAAAQyEEBk9IQau+zJFxKx9w25XKonCm5vITDk1O2YU/vCkHK6mIYFAQhAAAIQcAnEfk+hNm8Cs5/JCKWXNZc2bfyOvW/z5s1r0uPGlD/vZjXN2sV2iimum4LImKYXsRoCEIAABMYmEPudHNtOnp+XwOxFRl2q2rYUtrH3bdy4MZgKt638vG6l9C4EYjvFFNchMrp4iHsgAAEIQGAKBGK/k1OoCzZ2JzB7kSE0todi7969qw7j89PX+gf0xd4Xe113N3HnEARiO8UU1yEyhvAoz4AABCAAgTEIxH4nx7CNZw5HYF2IDFdoGNoNGzasOR8jdAq4CYim+2LLH86tPCkngdjOM+W+hxTPFBMTNzn5UDYEIAABCKxvArHfrPVNaf61XzciY/6upIZDEYjtPBEZQ3mE50AAAhCAQEkEYr+TJdmMLekJIDLSM6VECCwIIDJoCBCAAAQgsB4JIDLWo9fX1hmRQTuAQCYCiIxMYCkWAhCAAASKJoDIKNo9gxmHyBgMNQ9abwTGEBnrjTH1hQAEIACB8gggMsrzyRgWITLGoM4z1wUBRMa6cDOVhAAEIAABjwAigyYhAogM2gEEMhFAZGQCS7EQgAAEIFA0AURG0e4ZzDhExmCoedB6I4DIWG8ep74QgAAEICACiAzaATMZtAEIZCSAyMgIl6IhAAEIQKBYAoiMYl0zqGHMZAyKm4etJwKIjPXkbeoKAQhAAAJGAJFBW2AmgzYAgZEJxHbEsdeNXB0eDwEIQAACEGC5FG1gQYCZDBoCBEYkECseYq8bsSo8GgIQgAAEILAgwDeLhoDIoA1AYGQCdMQjO4DHQwACEIBAcgJ825IjnWSBzGRM0m0YPRcCdMRz8ST1gAAEIAABI8C3jbbATAZtAAIjE6AjHtkBPB4CEIAABJIT4NuWHOkkC2QmY5Juw+i5EKAjnosnqQcEIAABCDCTQRtwCSAyaA8QgAAEIAABCEAAAskIMICWDOWkC0JkTNp9GA8BCEAAAhCAAATKIoDIKMsfY1mDyBiLPM+FAAQgAAEIQAACMySAyJihUztUCZHRARq3QAACEIAABCAAAQiECSAyaBkigMigHUAAAhCAAAQgAAEIJCOAyEiGctIFITIm7T6MhwAEIAABCEAAAmURQGSU5Y+xrEFkjEWe50IAAhCAAAQgAIEZEkBkzNCpHaqEyOgAjVsgAAEIQAACEIAABMIEEBm0DBFAZNAOIAABCEAAAhCAAASSEUBkJEM56YIQGZN2H8ZDAAIQgAAEIACBsgggMsryx1jWIDLGIs9zIQABCEAAAhCAwAwJIDJm6NQOVUJkdIDGLRCAAAQgAAEIQAACYQKIDFqGCCAyaAcQgAAEIAABCEAAAskIIDKSoZx0QYiMSbsP4yEAAQhAAAIQgEBZBBAZZfljLGsQGWOR57kQgAAEIAABCEBghgQQGTN0aocqITI6QOMWCEAAAhCAAAQgAIEwAUQGLUMEEBm0AwhAAAIQgAAEIACBZAQQGclQTrogRMak3YfxEIAABCAAAQhAoCwCiIyy/DGWNYiMscjzXAhAAAIQgAAEIDBDAoiMGTq1Q5Wyi4yrV69WJ06cWGPapk2bqlOnTlWbN2+uNfvWrVvV4cOHqxs3bqxcc+jQoWrnzp0r/x9zjS6Ovc43Jva+2Os6+IhbIAABCEAAAhCAwGQIIDIm46qshg4iMt7ylrdUx48fr7Zv3x5dmevXr1dHjx6t9uzZU+3bt29x3+XLl6szZ85UJjRirtF9sdf5xsXeF3tddOW5EAIQgAAEIAABCEyUACJjoo5LbHaxIuP8+fPVlStXFuJEsx763b59uzp58mR18+bNxZ9fuHCh9RrdG1OWPcPlG3tf7HWJfUdxEIAABCAAAQhAoDgCiIziXDKKQUWKDFt6tGvXrpVZDKOj2YyzZ89WR44cqU6fPl01XSMhsnXr1sWSq7br/FmWGBv6lD+Kt3koBCAAAQhAAAIQyEwAkZEZ8ESKL1Jk2PKjAwcOrNp/Iaa2x2P//v3VxYsXq6ZrtKxK4kHLrtquc/d56DkxNvQpfyLtAzMhAAEIQAACEIDAUgQQGUvhmu3Fg4gMf+P3hg0bGvdomJDwN3m7ImP37t3Vfffdt7I/w/WQe/+WLVsWG8+byurzd13Ln22LomIQgAAEIAABCKxrAoiMde3+lcpnFxkhzNrDoFmIUHDvCglExmp6165do9VCAAIQgAAEIACBogn89vv/o9G+P3zx44q2f70Yt2PHjqxVTSIy/DS1bTMVtt/hCU94QnXXXXetqWDMUqX1uFwKkZH1XaBwCEAAAhCAAAQSEEBkJIA4QBGTEBnLcvCzRPmZnUIpYe0ZtvH74MGD1d13370qxa1/jTZm6xwOPxVu6Dp/43eMDX3KX5YZ10MAAhCAAAQgAIEpEGC51BS8lN/GJDMZy5rZNpNRJ0LcPz927Ngiu5Sls61Lc7tx48ZVaW/rrvOFTowNEhldy1+WGddDAAIQgAAEIACBKRBAZEzBS/ltzCoyLFBX5ibL3mR/9uCDD66c+G3Lrfbu3buSsjb0ZzaLYQf7xVwjhDHX+Qf9xd63zHX53ckTIAABCEAAAhCAwLgEEBnj8i/l6VlFhhuAuxXetm3bqkP26rJJxez1iLkmZIe/byQkMmLus3rF2lGK47EDAhCAAAQgAAEI5CCAyMhBdXplZhcZMUgU4J87d25lZiPmHq6BAAQgAAEIQAACECiPACKjPJ+MYdHoIsP2Z9x5551rDt4bAwjPhAAEIAABCEAAAhDoTgCR0Z3dnO4cXWRoFuPSpUurlk/NCTB1gQAEIAABCEAAAuuJACJjPXm7vq6jiwzcAAEIQAACEIAABCAwHwKIjPn4sk9NEBl96HEvBCAAAQhAAAIQgMAqAogMGoQIIDJoBxCAAAQgAAEIQAACyQggMpKhnHRBiIxJuw/jIQABCEAAAhCAQFkEEBll+WMsaxAZY5HnuRCAAAQgAAEIQGCGBBAZM3RqhyohMjpA4xYIQAACEIAABCAAgTABRAYtQwQQGbQDCEAAAhCAAAQgAIFkBBAZyVBOuiBExqTdh/EQgAAEIAABCECgLAKIjLL8MZY1iIyxyPNcCEAAAhCAAAQgMEMCiIwZOrVDlRAZHaBxCwQgAAEIQAACEIBAmAAig5YhAogM2gEEIAABCEAAAhCAQDICiIxkKCddECJj0u7DeAhAAAIQgAAEIFAWAURGWf4YyxpExljkeS4EIAABCEAAAhCYIQFExgyd2qFKiIwO0LgFAhCAAAQgAAEIQCBMAJFByxABRAbtAAIQgAAEIAABCEAgGQFERjKUky4IkTFp92E8BCAAAQhAAAIQKIsAIqMsf4xlDSJjLPI8FwIQgAAEIAABCMyQACJjhk7tUCVERgdo3AIBCEAAAhCAAAQgECaAyKBliAAig3YAAQhAAAIQgAAEIJCMACIjGcpJF4TImLT7MB4CEIAABCAAAQiURQCRUZY/xrIGkTEWeZ4LAQhAAAIQgAAEZkgAkTFDp3aoEiKjAzRugQAEIAABCEAAAhAIE0Bk0DJEAJFBO4AABCAAAQhAAAIQSEYAkZEM5aQLQmRM2n0YDwEIQAACEIAABMoigMgoyx9jWYPIGIs8z4UABCAAAQhAAAIzJIDImKFTO1QJkdEBGrdAAAIQgAAEIAABCIQJIDJoGSKAyKAdQAACEIAABCAAAQgkI4DISIZy0gUhMibtPoyHAAQgAAEIQAACZRFAZJTlj7GsQWSMRZ7nQgACEIAABCAAgRkSQGTM0KkdqoTI6ACNWyAAAQhAAAIQgAAEwgQQGbQMEUBk0A4gAAEIQAACEIAABJIRQGQkQznpgpKIjNu3b1cnT56s7r///urQoUPVzp07V0G5detWdfjw4erGjRsrfx66zicZe1/MdTHX1Hky5t6YaybdUjAeAhCAAAQgAAEIRBBAZERAWgeX9BYZV69erU6cOFErHq5fv14dPXq02rNnT7Vv377FdZcvX67OnDkTFCRWUOx9MdfFXFPn65h7Y65ZB22JKkIAAhCAAAQgAIEKkUEjEIFeIsMNrp/85CcvxIY/Q3H+/PnqypUr1fHjx6tNmzYtqNvMx82bN1f9ueuS2Ptirrtw4UInG2RP7vJphhCAAAQgAAEIQGBOBBAZc/Jm97r0EhnuY21GwxUZtoRo165dK7MYdo9mM86ePbsQGdu3b19Vg9j7tm7duliG1VT+kSNHqtOnTzdeE7JBBsXY0af87m7jTghAAAIQgAAEIFAmAURGmX4Z2qqsIsNmOg4cOLBmn0ZIlFjlY++TONFSrKby9+/fX128eLHxmrr9ITF29Cl/aGfzPAhAAAIQgAAEIJCbACIjN+FplJ9VZDQJiRR/t2XLluASLaG38nfv3l3dd999wf0fTTa4ZYRESIryp9FEsBICEIAABCAAAQjEE0BkxLOa85WIjMA+EnN4jBDqI2KWbVjXrl1b9hauhwAEIAABCEAAAoMS+O33/0fj8/7wxY8b1B4eFiawY8eOrGhaRYafPWrDhg3BfRShgDxmuVFoliD2vvW2XAqRkfVdoHAIQAACEIAABBIQQGQkgDhAEaOLjNg6NokMN32tlde08TuUEjZ03+bNm9ekx/WvO3jwYHX33XevSqEbY4OuibGjT/mxbLkOAhCAAAQgAAEITIUAy6Wm4qm8drbOZMQ+PiQy6lLVtqWwjb1v48aNi0MA/VS47v3Hjh1bZJdqusZNr+vWN8aOPuXHsuU6CEAAAhCAAAQgMBUCiIypeCqvnVlFhkw38bF3795Vh/H56Wv967rep2f6sySxZYUOCYy5N+aavG6kdAhAAAIQgAAEIFAGAURGGX4Y24peIsOWEz300ENr6rFt27aVg/Zi9nWEZkJi7nOFjBkR2jcSU1bdSeQx98ZcM7azeT4EIAABCEAAAhDITQCRkZvwNMrvJTJSVlEB/rlz56pTp05V2mvBDwIQgAAEIAABCEBgegQQGdPzWQ6LixAZdrL2nXfeuebQvhyVpkwIQAACEIAABCAAgTwEEBl5uE6t1CJEhmYxLl26tLK8amoQsRcCEIAABCAAAQhA4DsEEBm0BBEoQmTgCghAAAIQgAAEIACBeRBAZMzDj31rgcjoS5D7IQABCEAAAhCAAARWCCAyaAzMZNAGIAABCEAAAhCAAASSEkBkJMU52cKYyZis6zAcAhCAAAQgAAEIlEcAkVGeT8awCJExBnWeCQEIQAACEIAABGZKAJExU8cuWS1ExpLAuBwCEIAABCAAAQhAoJ4AIoPWIQKIDNoBBCAAAQhAAAIQgEAyAoiMZCgnXRAiY9Luw3gIQAACEIAABCBQFgFERln+GMsaRMZY5HkuBCAAAQhAAAIQmCEBRMYMndqhSoiMDtC4BQIQgAAEIAABCEAgTACRQcsQAUQG7QACEIAABCAAAQhAIBkBREYylJMuCJExafdhPAQgAAEIQAACECiLACKjLH+MZQ0iYyzyPBcCEIAABCAAAQjMkAAiY4ZO7VAlREYHaNwCAQhAAAIQgAAEIBAmgMigZYgAIoN2AAEIQAACEIAABCCQjAAiIxnKSReEyJi0+zAeAhCAAAQgAAEIlEUAkVGWP8ayBpExFnmeCwEIQAACEIAABGZIAJExQ6d2qBIiowM0boEABCAAAQhAAAIQCBNAZNAyRACRQTuAAAQgAAEIQAACEEhGAJGRDOWkC0JkTNp9GA8BCEAAAhCAAATKIoDIKMsfY1mDyBiLPM+FAAQgAAEIQAACMySAyJihUztUCZHRARq3QAACEIAABCAAAQiECSAyaBkigMigHUAAAhCAAAQgAAEIJCOAyEiGctIFITIm7T6MhwAEIAABCEAAAmURQGSU5Y+xrEFkjEWe50IAAhCAAAQgAIEZEkBkzNCpHaqEyOgAjVsgAAEIQAACEIAABMIEEBm0DBFAZNAOIAABCEAAAhCAAASSEUBkJEM56YIQGZN2H8ZDAAIQgAAEIACBsgggMsryx1jWIDLGIs9zIQABCEAAAhCAwAwJIDJm6NQOVUJkdIDGLRCAAAQgAAEIQAACYQKIDFqGCCAyaAcQgAAEIAABCEAAAskIIDKSoZx0QYiMSbsP4yEAAQhAAAIQgEBZBBAZZfljLGuSiIzbt29XJ0+erO6///7q0KFD1c6dO1fqc/Xq1erEiRNr6rdp06bq1KlT1ebNm2vrfuvWrerw4cPVjRs3Vq7xy9dfxFwXc02dITH3xlwzlpN5LgQgAAEIQAACEBiKACJjKNJlP6e3yPBFREhkvOUtb6mOHz9ebd++PZrG9evXq6NHj1Z79uyp9u3bt7jv8uXL1ZkzZ1YJmZjrYq6pMyzm3phroivOhRCAAAQgAAEIQGDCBBAZE3ZeQtN7iQw3uH7yk5+8mLFIJTLOnz9fXblyZSFONOuhn82Y3Lx5c+XPY667cOFCVFkhrrnLT+hLioIABCAAAQhAAAKjE0BkjO6CIgzoJTLcGtiMRgqRYUuPdu3atTKLYc/SbMbZs2cXImPr1q2L5VRN1x05cqQ6ffp04zV1sywxdvQpv4gWgBEQgAAEIAABCEAgIQFERkKYEy6qSJFhMyQHDhxYtb9DnF0xo+VXWlLVdN3+/furixcvNl4T2uehZ8XY0af8CbcbTIcABCAAAQhAAAJBAogMGoYIDCIy/I3fGzZsaNyjUTcr4ouMLVu2BJdoudft3r27uu+++9Ys4/LLcjerW9OIsaNP+cs2wWvXri17C9dDAAIQgAAEIACBQQn89vv/o/F5f/jixw1qDw8LE9ixY0dWNNlFRsh67XPQ7ELdDEJMcK97ERlZ2waFQwACEIAABCAAgaUJIDKWRjbKDaOLDD97VN0sRJMw8MnZXocnPOEJ1V133bUGbMwyJYkMlkuN0iZ5KAQgAAEIQAACEKglwHIpGocIjDKTEcoS5bojlBLW/t7d+K0zNvw0t/51Bw8erO6+++5VqXBDZYXS68bY0ad8miAEIAABCEAAAhCYGwFExtw82q0+o4iMtpmMOhHi//nGjRsXhwC6KW2Fwb3u2LFji+xSTde4aXJdjDF29Cm/m8u4CwIQgAAEIAABCJRLAJFRrm+GtCyryLAgXZuqbWO1/dmDDz646sRvW261d+/eRdpa//8FxZ3FsJmHmOtirrHy/cP+Yu6NuWZIp/IsCEAAAhCAAAQgMBYBRMZY5Mt6bi+RYcuJHnrooTW12rZt2yKD1Je+9KVFBij3Z39nh+zp70J7OpbdD2LPCO0biSkrdKK4a1vf8styPdZAAAIQgAAEIACB9AQQGemZTrHEXiIjZYUV4J87d27V7EbK8ikLAhCAAAQgAAEIQCA/AURGfsZTeEIRIsP2aNx5551rDt+bAkRshAAEIAABCEAAAhD4DgFEBi1BBIoQGZrFuHTp0mJ5lbuEChdBAAIQgAAEIAABCEyLACJjWv7KZW0RIiNX5SgXAhCAAAQgAAEIQGBYAoiMYXmX+jRERqmewS4IQAACEIAABCAwQQKIjAk6LYPJiIwMUCkSAhCAAAQgAAEIrFcCiIz16vnV9UZk0A4gAAEIQAACEIAABJIRQGQkQznpghAZk3YfxkMAAhCAAAQgAIGyCCAyyvLHWNYgMsYiz3MhAAEIQAACEIDADAkgMmbo1A5VQmR0gMYtEIAABCAAAQhAAAJhAogMWoYIIDJoBxCAAAQgAAEIQAACyQggMpKhnHRBiIxJuw/jIQABCEAAAhCAQFkEEBll+WMsaxAZY5HnuRCAAAQgAAEIQGCGBBAZM3RqhyohMjpA4xYIQAACEIAABCAAgTABRAYtQwQQGbQDCEAAAhCAAAQgAIFkBBAZyVBOuiBExqTdh/EQgAAEIAABCECgLAKIjLL8MZY1iIyxyPNcCEAAAhCAAAQgMEMCiIwZOrVDlRAZHaBxCwQgAAEIQAACEIBAmAAig5YhAogM2gEEIAABCEAAAhCAQDICiIxkKCddECJj0u7DeAhAAAIQgAAEIFAWAURGWf4YyxpExljkeS4EIAABCEAAAhCYIQFExgyd2qFKiIwO0LgFAhCAAAQgAAEIQCBMAJFByxABRAbtAAIQgAAEIAABCEAgGQFERjKUky4IkTFp92E8BCAAAQhAAAIQgAAEyiOAyCjPJ1gEAQhAAAIQgAAEIACBSRNAZEzafRgPAQhAAAIQgAAEIACB8gggMsrzCRZBAAIQgAAEIAABCEBg0gQQGZN2H8ZDAAIQgAAEIAABCECgPAKIjPJ8gkUQgAAEIAABCEAAAhCYNAFExqTdh/EQgAAEIAABCEAAAhAojwAiozyfYBEEIAABCEAAAhCAAAQmTQCRMWn3YTwEIAABCEAAAhCAAATKI4DIKM8nWAQBCEAAAhCAAAQgAIFJE0BkTNp9GA8BCEAAAhCAAAQgAIHyCPQSGbdv365OnjxZ3X///Ss1e9rTnlbdddddq2p669at6vDhw9WNGzdW/vzQoUPVzp07G4nE3hdzXcw1dcbE3BtzTXnuxyIIQAACEIAABCAAAQikJ9BLZJw/f766fv36iqi4evVqdeLEicoVGvr7o0ePVnv27Kn27du3qMHly5erM2fOVE1CI/a+mOtirqlDG3NvzDXpXUeJEIAABCAAAQhAAAIQKJNAL5ERqpKEx7333ludOnWq2rx5c6X/v3LlSnX8+PFq06ZNi1tsBuTmzZur/twtL/a+mOsuXLjQyQbZk7v8MpsFVkEAAhCAAAQgAAEIQKA7geQiQ7MU586dW4iM7/3e710sk9q1a9fKLIaZquvOnj27EBnbt29fVQNbetR239atW1vLP3LkSHX69OmlbZBBMXb0Kb+727gTAhCAAAQgAAEIQAAC5RJILjLcmYxvfetbi6VSBw4cWLP/wpZWhZZM2fKjtvskTtrK379/f3Xx4sWlbZDLYuzoU365zQLLIAABCEAAAhCAAAQg0J1AUpHh701oEhIp/m7Lli2LPSAhoWLl7969u7rvvvsar6nbGxJjY5/yu7uNOyEAAQhAAAIQgAAEIFAugWQiw/ZZPPjggyv7MWKC9CaB0PZ3601kXLt2rdyWhGUQgAAEIAABCEAAApMhsGPHjqy2tooMEwpmxYYNG4L7KLRM6qMf/eiqv4tZbsRyqXj/IjLiWXElBCAAAQhAAAIQgEA9gdFFRoxz6lLShlK7WnlNG79j71P2Kj89rl/+wYMHq7vvvntVCt0YG3RNjB19yo9hyzUQgAAEIAABCEAAAhCYGoHWmYy2CpnA2Lt375oMUnWpattS2Mbet3HjxsVhgH4qXPf+Y8eOLbJLNV3jptd16xtjR5/y29jy9xCAAAQgAAEIQAACEJgigV4iw5ZShQSGwQhdE5rF8K/rep+e65cfW1ZoRibm3phrptg4sBkCEIAABCAAAQhAAAJdCHQWGTbKf//99wef6576HbOvI7RJPOY+PTzmuphr6pZ9xdwbc00XB3EPBCAAAQhAAAIQgAAEpkags8hIXVH3ED/tteAHAQhAAAIQgAAEIAABCEyTQBEiw07WvvPOO9cc2jdNrFgNAQhAAAIQgAAEIACB9UugCJGhWYxLly4t0t9u2rRp/XqDmkMAAhCAAAQgAAEIQGAGBIoQGTPgSBUgAAEIQAACEIAABCAAgf9PAJFBU4AABCAAAQhAAAIQgAAEkhJAZCTFSWEQgAAEIAABCEAAAhCAACKDNgABCEAAAhCAAAQgAAEIJCWAyEiKk8IgAAEIQAACEIAABCAAAUQGbQACEIAABCAAAQhAAAIQSEoAkZEUJ4VBAAIQgAAEIAABCEAAAogM2gAEIAABCEAAAhCAAAQgkJQAIiMpTgqDAAQgAAEIQAACEIAABBAZtAEIQAACEIAABCAAAQhAICkBREZSnOkL+8pXvlL9/d//ffXiF784feE9S/y3f/u36sqVK9XP//zP9ywp/e2y7bOf/Wz1ghe8IH3hPUv8whe+UH3+858v0jb586tf/Wq1a9eunrVMf7v8+Y1vfKNI2/75n/+5euihh4q07VOf+lT1fd/3fdVPzRHV1AAAIABJREFU/uRPpndKzxI//vGPVz/4gz9YpG0f+9jHqkc96lFF2vY3f/M31U/8xE9Uj3/843t6IP3tH/rQhxbMSrTtgx/8YPW0pz2tWNue9axnLdpcab/3v//91bOf/ezibPuf//mfSj4t2TbFIOp/1+sPkVG45//4j/+4UgCjoO+Vr3xlUdb+/u///kJk/PIv//Lin5J+x48frxTMl2jbG97whkoiqETbXvva1y5EhtpaaULjVa961UJklGjbK17xiuq///u/i7NNH2HZpt9dd91VVMAsXgcPHizWNnH7nu/5nuK46f3Ue6rA5Y1vfGNRAbMGxV7/+tcXaZv6XPW9JXLTd1TfUwmMY8eOFRXMa3DnbW97W5G2KTZSjFQiNw2g/Omf/uni/dR7ul6FBiKjpMg4YIs+dBrpU+ddmtCQbY94xCMWQWlJAbMFVup4xK0k2xRYidtjHvOYYm0Tt9KEhgVWxq0koWHBS8m2yacSaCUJDQVWCl7Uv5Vmm4KXP/mTPynWtne/+90rX4uShIYCqw984APVrVu3FvaVZJtmfz784Q8XbZtmQ/U+lCQ0NFOg1RR6R0uz7b3vfe9iELZk2/TtWs9CA5FRsMiwwOrUqVPVPffcU6kDL0VoWGB1+vTphVrXaEcpwbxmMDQq9K53vWsRKJRkmwVWJdqmzlrByzve8Y7qzW9+82K2pZRgXkt+NGX/B3/wB8XZpvdS72eJtimwUoAgcaF3oqRgXstqHnjggUUbK802BVZa0liibQqsbGBH72lJwfyf/dmfVRrkee5zn7t4T0uyTd8p/Uq0zUbjn/KUpyxG5ksK5jUQsH379sU/pdmmfuNJT3pSkbZp1kzL3zSDsZ5nNBAZBYsMBX36oEhk6KeGWorQUNCnIEGBlT4q6nxKCea1lvrTn/70YjSoNNsU9H3mM58p0jb584tf/OIiINWMS0lCQwLjm9/85iLoK802vaO2VKo02xT0acnPr/7qry4C05KCeQ0AaPZHgxOl2ab+TKOPJdqmoE/BqPbCaSCgpGBey1R37969GAwrzTYFfRIYJdqmJWbad6n9IvqOlhTMa5nqoUOHFnuASrNNqwL0vSrRtpe97GXViRMnFv3Iel46hcgoWGQoQP7Xf/3X6olPfOKKlaUIDdmmGQO93PqVFMyXbJuCUJs+LY2bbPvyl7+80t5KCphLtk2zA7JPAbN+JXFTW9P7YLaVFMyXbJuWWWoEUiPK+pXETcH7D/zAD6zYVlIwX7Jt+l5t27ZtIbr1K4mbZrj1nTfbSgrmS7fNYhD5tCRussVNtrFehQYio2CRUWeaLzQURGjE8vnPf/5KMDFGtUJCo2TbFAyePXt2MYI0ZkaPEDezTSPQFuiM4dNQwFyybQoGNevx8pe/fNSNdiFuZttv/uZvrgQTY/g0FDCXbJuCwY985CPVr//6rxfHzWwbOylHKGAu2TYFYFoqp/5tzF+Im2zTUrmxMzqGAuaSbVMQrdnmsTM6hrjJNvXJY2fCDAmNUmzL9R4iMnKRXbJcvRhaqmKpJm3kMUZoaCRVI2+5NouZbRo9kzJvCsjdgFmdjTrxXLbpWRplEbcutqle6nhycJNtKt9G9pblpnv1y5GVwrXtkY985MKnTULGDZgVFGiNfy7b9Cz5VNyWtU1Bwb333ruSPSZ1Ng/ZJr+oPXe1Te+1pvdtxHLJbqL2ctc2PUM+baq/KzTkU22IzWWb+icFbeK2rG3yqfZHaJQ3BzfZJp9+7Wtf62zbHXfckSXzn2ubllzIp03txg2Y5VMt48tlm9qP3lNxW9Y2LUHTQMDOnTuzcJNt8qkC3q626duVI2Oia5v2OLSllXYDZg0iyqe5bNP7KZ+K27K2KYWsfJprX6Zss+91V9ty7S90bdMyRnflSajDdoWG9mzIp7lsS/V96VMOIqMPvQT3qoFqZkJTue5PazM14tkUKNiMRq70bXW2PeMZz2gcKXaFRi7b9EHVmm7Z6P6e85znLEbH6j7GQ9gmX8o3fWzLlY2izjaN8Cigq+PmCo1ctukD9853vnOxOdn9tX24hrBNHzj5tI9tCihyBMp1tsmfTaOKJjT071y2ae+WZgvlI/vZHhG9q3W/IWzTx97203S1LVcijjrbNJvTlFrahIZ457JN+8oUUKovtZ++U/pe6btV9xvCNu0rkyjtY1tbf9P1s19n22/91m81ig0TGqpTLtvkT9nn/jTw9LrXva4xaM5tm52D0de2HEF8nW2KebSHpUlsmNAQ7xy2dW2jOe5DZOSgGlmmAhZt+NLLrIamRqmOWC+UPs5qrApKQocaWbCca5ZAH3ltlHNtU4CqZQuyTSOSv/M7vxOc1bCgL9csgeos27S+VtxkiwJUjcaq0xMvcQvNuOS2Tf5705ve1Mu2XLMElnXL5SZe8qn+rfYnn4aErQV9lmM+9SyB5YlXsCufqt0p8YF8ant/5NMxbLM88X1syzVLYHniXdv0fsqn4qagT0FMSDxa0JdrlsA+pAp2JfzlO/2ZfKp3WIMVdUvHctum5BBaYtrHtlyzBAriJX7MNvnuk5/85Ao3iTOJjdDPgr5cswQK4PWPO5pu2dX0PdNgRd0SqNy2WaDcx7ZcswTyp/xq5ev7LZ8qK524NQ0I2HuUS2Bo8ES2qHzZp2+k3g/FIfpv+bNumVFu2zSQqD6uj225gng32Y24yY+a5Rc3+bdpQMDeo1y2RYagg1yGyBgEc/ghyvSi4O2P/uiP1gQBChSUTlTnULz1rW9ds5xFGUZyCQxZqywhytmt7FF+gGIfaAXxv/d7v7fKNr1cCrJzCQyzTXnYZZv/sw/0GLap7hI/8pm41NmmgNPnatxyCQyVL0FrM0u+bfaBlkBTRgzX5+o81R5yCQyzzcShb5t9oMewTXU/cuTIIk2igvU627T5UMvu3J9xyyUwbJAiFOzaXigFARIgEo/uT32H3tNcAsNss0DZfbZsU9+mPm4M22yQwmbv6mwLzQQYt1wCwwYpQsGu+lRLyR0SGpYeO5fAMNsUEPtBp2xT0CUbxrDNBikU2PkzZK5toUDduOUSGDZIEQoo9Z7oWy62IaGhd0Q+zyUwzDYN4PizUIpN5NOxbDMBo77LX1bm2hbiatxyBfEWA6nPdzeeqy9RHyGfykZ9MzSY4v4kQvS9zWXbiCFt8NGIjJE8YudMhF4gM8lelNCHWI1U6yBzbFi2DrvJNgvm9QL5wZeCQqUKzGGbdYoK4uumI92RQH9Dpm2Qz2GbjSpLNNbtqbEOxv8QK/CyNa2pZwnUnqzDbrLNHW1zNz3KNv2d/iyHbdZh68yVur0hZpv/sbVg2kbKU7/OaksadRK3OtvUplQHP0hQcKN7m5ah9bFXZcu+JtsUJKhd+sGXbFN7a1pa2Mc2lS0mOg+mbgme2eZ/bBV4aYQ3l212gFdocMfqrCBBfY0fJChw0L6fXJuCNaqs/rfONrV3DU5plsrvn2WbZrBybaZWsKvvlmwL/Vzb/OBLgZe45bJNbUl7CUKDO7LVBnFkv//t0J/J17k2LMtfen6dbXoXNTildm8pT42v/Kz9TLlss8EjfxDCnu/apoEx97tm+yFz2SYmel5ocEf22SCO/q026X7T5U/9edPSwj7922tf+9rFvpU622wliJ7h98/qjzWAm8u2PvXKcS8iIwfViDJNQOgMjKaAVx27rtULHlo2FfGopS+xoK/NNgsSmgLXpR/ecoMJiFjbmgLX1LaZgHjf+97XWLQ6dqUmVh2GyhxlMxVttqljV0Cg4DCHoAiBMQERY5s676bANbVPJSD0wbKzauqCK80SKZDQdak3ddfVSX2Dkh602aYPon56F4b62QhojG1qZ3WBaw57JSDkK3/myX2WgquDBw8ugpzQjGkOu1Sm+ga1nybbFDzJp1r2WBe45rDPZmljbNPobl3gmsM2vX8adGrK8qV+TddpxF4j90P9dM6ELWese6YNOoYG7XLaqXMm2mblzLamZXo5bNQ5E22zSzbo2LRML7Vt6jtkW9vskg06qg65BiVS1y1HeYiMHFQjyrQGGJpuc2/XSIY+PDZKqpdKqf+UlSCX6DCR0TRbIBvNNlt7qJGN3LaZyGizzTqfMWxrE0AmMDUKYocvabQq1+yPfGUio010mW0KEPTRlk9z22Yio802a5dD26bnvuc972kUDyYw1S4f+9jHLoSJBIA+RLnEmi2daRNdZpsCedkif+a2zZbOtNlm7XJo2xQ4NQkgvTM2Q2XiTD79z//8z4VPcwlJW6baJrrMtnPnzi1GbPWe5rZNIkMBVpttNjA2tG1aptokgORTCUyxkm1upqccmaTsOy6RoW91m+iyZVNqb26mp5y2SWTYXrymsEXtUryGtq1NAMlmCUf91C4t05P+P1e6WhuA0ExE3d4oYynbbPm0+hy1vZy2RYSeg1+CyBgc+XceqIaqF7xtVEUvto1EmqkKFNTx5HqJ9NFSx9iWnSRkm0bmX/SiF2WbCrRnlmibjfi0jarYcjS36YmblhL46zdTNU8ThG2jLyHbNNOmzrQt3WJXW+2ZJdpmgwFNmx9VbzdbiHEQN42s+mt2u3Ly74tddxyyzZYh5BqosGe2rTsewzYbqAitQ3cZ2+ZM989sf01bivGuPjZB2Db4FLJNwaKy2uRYCqr62DNLtM0GKtpm/C0jo+sfcVMWpVyzyiYI2wafQrapz9VgVK6BCntmibbZxuq2GX8tR7Pg3fyaK1uelS9BqG/qO97xjkbfhGwberaqa1+U6j5ERiqSHcqxEZ+mAMaCQ01VPvrRj16sA2zLw9zBlDW3mG2hjUt2sQWHQ9tm66WbggR3GlVnGijQyxVQufA04iOfNdlmwaGmUWWb/DmUbVqmpRG1usDXgr6hbdOIjwSkApi69m0zGRIjOhdFdcgV7JlPbVO6hHeTbZae0uU2lG1a36u13HXPU3Ao+4a0TYMo8qklaKgLfG3vhoS5vae5gmTzqW1K1/8rKK17noJDiUztfRNb9b1D2Wajn3WBr4JD9XFD2qb307Ihiltd4GvL+DTbLm5KmpArgDef2qZ0PafJNtuQq0BPfa58OpRtYuEn1XC/HQpI1TaHtM3iC/W56t/qZuj0XdO7rEFRcVPfm0v4GBP7hrfZZrMFOqPC4qOhbAvtl3W/HbbEcEjbUsR/KctAZKSkuWRZlo1InbeERihvvF5udTxtU/tLPrr1cnfDl9JM+iPstpEuZvq89WFLXmAZf9TphXKzW2CojmbI9dSqRqxtdVmelkSx1OXuZjSJIF9oWGAYM7W/1IMjLraMPwquQrnZLTCUzUOup5bpsbbFTO1HoFjqEktLrEAplO7aAsOYqf2lHhxxsQ1C1I3+W2BoZ9tEFJnskljb2taEJzPIKchmz+pScftLaHPYUFemDULUjf5bYNg285fD5ljb2mbXcthms2fWf/lBsLuENtdsdl29bIaq7mwuG9xpm/nLwS3WtrbZtRy22exZXSpudwntEAPDOeqYokxERgqKNWUoMFJO+KZ12QpgNC2ofysQ0Kme+ijbQXgaeW4aQe1qvp17oJGwuuwQCgJkm64d0raYOulDe/LkyUVQL/st05YdNieb/WwYMeWmuKbNNtncNIKawoa6MhRcyacSFCFuY9qm4EqpTe3QKY2EKni2w+ZUp1A655y8rOw22zQC2DSCmtNGS3etZ6iv8bnlsk1tqG3EUAGKPsayQfvKlF7VzsvQn9vIc+o9Duq7JOSb7GuzTXtrmkZ3u/pU7Vn9U9NhhBaUyv4Qt1y22SGAbTNjCv7Ed+/evQufyn82m2cjz1359LnPgtI622wZTZ9ndL3XgtISbbNlUxK2+i4ocHYPm2tbntyVScx9bba1LU+OeUaXa9xU3HXcxrKtS31y3YPIyETWDpNyD7Ore5Q+1gquFMi4v5iTI7uY756mq49DUyYhN8f4ELZJXKkz1odYHwTtBahboqCAWCdE++sxJdLscMMufOrusTSM8u1Tn/rUhfCqC2Jkm0SQf5K7OiMtQUu9lEa2aemJ/KWlRPpQ1C3BcnOMu3XNaVtsfVUPS5Xp2maZY2LLifW7WOgAJf30YW0q3x0QcMvX6KTWwqdedqF2Zn2CRHRT+e6AwBC2KRjVcqK2E6hli94Bvadi7f7cAwRj/RVznR36Vjc77JbhDgi4f6628PKXv7xVRMXY415jQXBMph53QGAI29z9MW3BkRjrPXVPcpeN7uGGy7Jpul6iSylw7cC/ps3QNiDg22bnoqQWtOKmhCf66T1t2oNlAwIKUN1fTts+8YlPLB6lZWt6Tt03y95p3zabzUvNTf1pbH9uAwK+bU2HGPZpf2pD6lPFSu9qU91tQMB/Xi7b+tRrjHsRGRmo23KdZQ/hUqNWwKP7tT5ZjbttpHBZ801g6D69BPpQxExt64P36U9/evGyKYjNYZt7IrXWVqpjkcBoy2bi2mbcUneI9sHXch6VrQ7SBGTThuihbNNaY7U32SeOakNtgYI60s985jMLf5pPU3OzpUbLHhDm2mY+Xbatt13vf1RVd8v41XTvGLaprSlzVdOeAPlctukftQXzaRuHLn+vpBUWxMUsP/Ftk305loV0OVV6SNv0njadP+T7Qoz/6Z/+aRHEilkubu7p7HbCeFtmMN829dk5kkNIzMo+9SESGfJx6NA9l92Qtuk7JWGhVQd6bttmbdVB76iyvNlenxzc7CRvDdBo35YFzW984xtrB6B827SXIMdSHw2IKTjXEqzYug9hm/oC23Bu7UmDb2LWFIsprpJPlbVPPs3FrUtfPfY9iIwMHog5wCvDY1uLdAWGlgEoYNGmKVtO0VpAxgtcYWap/mLPxMho1qJo25+iztAOCHNHy2KCrFw22r4eE7R6jjpj2xhat140lz1+ue4oz5hT7r5dth9A65AltiWGFMzY/qfUsxLL8HaTFiitsf5ftpWUlUSbVPXRFUf1K2O+A8a2i8BYxi99r9UmUAVsbWkv+z5n2ftdgSE/2p6PEnxqexXclOX6Zunb1ZYSdlkOy15vgxSWSMMO31Sfp/5Yf547UUCdzaFDa232Sd+MZYL7ZbnEXK+Mmeo3FHuMbYtrrwZd7fBSfe+13F3+bMsCGlPn9XoNIiOD5xXgWaYcK15BjKbKdSrpz/zMzzSux81g0sIeBQb6mcDQf1sQ2Jb6L4dNbpm22dFNpWfpatvS6+W2zT50yq3ujvTLPtuYv8zoZEp7bQNr6EBEW8s6ZnAqG+ynj3IpQsP2GrnZXiwFcVsq3ZT+C5WlNqVZCHeDe8zhdrntcstXX6Z3VjaqXxlbaNgsaOgQOAlH9b/65Uon3Mbe0oL7gbtGwTVDrGB09+7dWUaNm2zzBYZd6+b3b6tbzr9X21Kf6woKLaeVP8cWGXpPbWmuy8C+qRoBb8omlZOb+l0x8g9rtDigLVteTtssfb/6DvlStpQgNOwd9WfJLAWxzkpKvbIkJ+dSykZkZPCEXnB99GyZj63DVIekF0wvelPqswwmLaab77nnnlUCQ8+x02PHyD7j1tMCeTeDhXu2g6aW9dNeiFzng9RxtywRfiejESGdCmw/+XvoEXATGXXZNUxojLU+VCNW2hyq9mW2lCA0XLtcv4cC/BzvY1OZOk3WTzNsgZU+chqoUF8in4710bN2p3dCSzFcoaFA/iMf+chi1m+on/oxE/xuwGLvrtnRtpQlp70veclLVg5V1XPETH2cHXoZu1wvpY11gbJxG3vwKZRdUYLb3gF9SyXINeOXY1lPE2v1IWrr/injtnle3/qYvTcp/WllaUT+a1/7WvBEeBMa+n6NkUjDVgGo73BFz9hCw+zylwnaSfFjZNfK0TaGLhORkYG4jcorUNBohjoj29ilx9kptzF7ITKYt6ZIW4PYdqpxTlvc1K9ae6ufZWHRKJ/+UYekf4YOmE3saAOcnm0/jeZqD438rKUQy+47SMFTHwq1r6a0sxbMtB1qlMIevwwJCx3OaOKrFKEhn6pN+aLQkg607QPKwcrKVACvgMlmzezd0L/150rdrFkXBThtJxznslPtTvsyLL21m0xCTBX4DT2K6wcsmiFQwKf3VmuktQF2zNk0d/ZMQbz1HRKMsl37NeTjMQYr/HZio7pt+7pytS8r12YFbC+K1rzru6CfzUpZco2h+zfb8+BmMbSltRI9tnxqDKFm3Opm2G3mb4z00Qra1fbtW1qS0LCEM367Vl+nfqQuE2fu92DK5SMyMnjP1snbJjCN9Pm5/TVCoz8fM5ixqpsoattMlwHVqiLV8Wm2xTJI6P+1dMVebDubQ52Uli4N+XOXHimDiDZiKlCwGQQFp1r6MIZQaxOtNlvlshySXUh4+MGebNT7EpttJJf9+jhrHe7p06dXHqGAXgH/GLaJyZvf/OYFG/ccDMtSNNYyPcFRUGzJD/T/7mnxTYd45vKdynXFjmZ5/PNg7JBR+XesWUcFdmr/fpIBW65XyuCT/CubFLynTgixTBtQW7eZbH0z1f+7GRFtEGhoQeSeO6SAWe1JfbGSb5j4V3DqDjAuU+8+19rgk/zmLo92y7RvVlN2yT42LHNvndDwB1yWKTPltVo+qGXHblYzrb7Ikbwipd0llIXI6OEFffjVqajTs9zXttHLRgr0soc+uOo4FdAoKM3xa7LNf551SLLdX8OZwzYFlOrgNOXtc7Pn2bpNf6+B5WLPJTJc2zQ7oHNL9PFwc2LLRgUw8qtlxrCNdjn3j6gjDm0klG02W1G3WVOiVqO5Takf+/i6zra6Mt0ZDS2nkv22WbKPHaF7l0mVaGvU3/e+9y2KslTUmqXKsWG3jZvao9YEK/B0fW/vR86AtM029V9aFqU2b0GC3gvZlnuddZNPZYtS5moGzd+DYe9pzsO7mriZyBGnUN+fe8S0zafu+zP0AXEx76n6fw3w+DN4ms21lOep+w8Tr6G+108d7S/HC+0pSW2fYg0xURY+LUW1nwJ0yzoYyo5kgwI5v1l63yzjUltA7gsNS2CS611dxjb5UdnTbPbFBnnchASp/TqX8hAZHT2pzkUvsD4WCkItbai7pMY6acuE4Y6E6l4FhzmWO/i22TkSTRtabTQ899SuONkIqLiZbX6wZJu+fZGhe/XLsenPsm/IXxqNkm12iJjtA7ElW+5yFtljwUuuzWGWCrbuBGJbky77fJa2dyTXdK9lalr2dGQTGjZL0JYmsMur6u7riRFYrsgwgSFfa0Q89WiufeS7ZPGxeuX8AOtda7LNRt5lg3ypvlA+tD0admJ1F7813WP9ahdu5t9c76llHKpbX+6myLSlKtaujGeu2Sk7ayB27bv1G9u2bcvynXJ9bINHbbaFkqrYe5SLmw0INqV+1fuob4Y/21m35yXFOyH/WHpfK88OQrQ2Ze09FINYe8gxkxFKBWtJGZr6UVdoqIwu73gb25BtdkhjnW0SGWIoe0xg5LCtzfYp/j0io6PXbITCgg83bajSnWmUWw1WS5E0eqX/VqCqA3G0NviTn/xkthOp1bHZUgE9Vy+uOiMFwnUpTW1zU84pZ1vuJHFhIsFGHdVJu5vkbE2wHe6kdegf+MAHFjnjc5yWbUvc7NA3NQs7dd23zW8yoXp1bFa1t7mpYOvEokaQFRjKXnXoWhesdqAlaOIswZY6UJbB7ubaZTIzySZNQ+vDnENgyDY7ZVf/HWObfZTVxrRMKZfA8G1b5oOld0P9j96jHIMUss0yqui/m2zTyLvav+9D2WhnyqR+F7S3wQ4pXIabrZcPbdZNZaPZ1pSa0w1y7KRgaw8aLfWX1qayTX2DvgHLpA21dhDKXpfKLpWjPW22LLFJaCjAU39jS80svbO46c9y/Mw2E9F1h5z6zzbxk2vDsJ01oX5N9deZR/pO+N9wSzwj+zQQpBjEDm/NNfBk+1U08i9eZpu/rzHkL/ueLPNuL+N3s02Dceq3dMijGDXZZiJDs0Vqg7lsW6YeU7kWkdHBUzbKHho5sdFZN3uU5eC3UfvQWuEOZgRvsY4tNI3XltJU4kTBvAKsHD+zLTRbYra5QsP9YMseBS22mT61fXWpYP2RR3/JjAKXs2fPLj7eOcSP1VMsFBzoeXpWXcAse/Xx0SiV7W1RR6oPcOzHcVm2sk0Br96LJtvcct3lNbkEhp5n09wKYGJsM5GhdzSnwLDASgGv2p7sa/tw2QFjEtuyTwIj174CBVYaLLGTb+tsU0CgD3ROH/rtUUtjJKC1eTSGm+6X79XH5N6QbmvwZVvbkjGx0z92qKF4ayN9roxhsk39hpa4tdlmzIc4M8OSCKhv1YBIk202MKF7bGmeO6i3bN/Vdr27LFHBpX5NMxouN4m6O+64Y032qbZnxvy97bNTEO9mW7QkLv7shN4TDbhYDGKCQ+0h9cCTxUf+jLp46PlN+xat/23rC2MYha4x2/zy22zTd8QOW8xlW9c6lX4fIqODh6yh1o1QWMDsjyjoRddSgpy52tumjptSmupeBfK5gtEmkSE3mG1u52Sb/jT6og3XuYKqJttcoeHapg/Qa17zmurhD394NvFjzVOBlT4o+qDah6RpZN49G8Bf2tWhyTfe8qpXvao6dOjQIiiPsU2F2TkLuYNTSwcba5u1g7bp874MLbCSUHjsYx+7mDVpC5htVFlCPGf6Wtkmblqrrf4gxra+PGLvtxnOZWwzbjYrmiuIt++CNpXbPqm2YF7XKZBXv5YzsYAtt1SAZzNhbbaZTzRgoTaX62f7F2Nts1F4BcfqD9vW+vexW/2B+jQF7Xqu3oU2oSFeanOWFj51EK/n28GTfsBuorAuNrEYJGd7sxS+firYpgFQ9ztnKc/7+K3uXvlGg3D+fqjQ4YVuGbaXCoGxvFcQGcszW3xAFPTpo1C3XMGmpnNPM/vmm20lpjS1wMpGnkK224hBjnWiTa62kaG6NLRuZivXNtv0n+ND4tqr9qTZCAVIruiJWQLUoYkvdYsr+b2VAAAVwUlEQVR8phkmMSjJNtkibsvappF5tdGcPjXbrP+wLFJtQmMpx3S8uGTbbFmqLbeM4ab6SADkDOKF2jbp23KnklJzlmybHVRry51K4qb3UctpbAbb9mk1CQ21N9Up12Cdnq1nKDBWP+X/cicPaOtW6mxzZ6zcDept5aX8+6626f3RBvYQ75T2zbEsREakV22a0c5ssHWDdWlfLWjNnb7ORsJUjZJt0wdeoye2Rr4uxaVtfsydTtflZrbZiGfdBsKhbFPgpKlZ/cy2kCALzRroXs2WhTKhRDb1xstc27QhNDQqXCc09E7ol2s2qmTb3JmlOm51AXNubjGzXnW2KSDUbEeu2YGSbbMkEGrTdbOFdQFzbm6ubXUz53W25R44Kdk21d3etzpudUIjNzezTYMfTQcPhtKt2qGPKb4BoTJibdPg7LOe9axVWQ4VW+Vc3WGzN23cbBmmu/wsN7dc/iipXERGizfUQDVVppfIflLhSo+oNIl6QZrShipI9E8ETdUAQrbZUgoFoGPappdTy5+Mm15w2aaRd00568/rNvjZevCYbEBdWIqLfGcfE7NN6Wrt5OI627Q0SMu2hrStTqj6wbyuE1sJjBybR21du3FTYKlnhlj4tunDIra5Nt1q9kF7Y2x9exfbcqXADNkmZqGT6/1gXrzETSNoOU7Qdk8nNgGo5Qqh5TG+bRJLam91baDLu+neo02sWtpge4skTpe1LdfG1pBt8k9o6Y4fzKse4lbXBvpys0xNxk39gWwLjcL6tunZ+nZokCfHaLNlMbQ6drHNDoDsy8m/P2Sbvt2hANgXGuoTxc0/+ySFjfKjbXi38jRLIp+GbPPTrdo+hxzZt2Sbn+GqyTYJILVDPxVsjhUfdbap/YRmmXxxZlmkctiWol1MpQxERoOn1EjV8NQRqtPV/9tGRzVSNVY7xTV0CrXuVeCSIzgw2yRiZJs+FjpETIGgbFNnp6UidSlN7YVyT7BO1WhtyZb2Uah81zZ1iuJh3PwZC6uXAvkcp2vqY2B+qbNNAYDs8D+0+rODBw9mCw7MNm0WlIjV9Kx8KsHm5183X7nBvJ20nGOfg83MKfiUGHNtq8tY5tqmoF/vUQ7bLIVuH9tybfI22xSIa7OyDhXTx0siu27NthvMy6eWCjb18i2bmdN7IBHo2laXZc61LefmeFsj3ce2XJtuzTYTFfp/bcbXO1KXocYN5uXHXLZZNkMTFa5tdWequLapX6lbMtr3+2ApU/vYtmya7FibzTb1+eprNTCg91TtvW5W3RUa6uty2SZBK1te/vKXLzJDmW16ZkhwuelWTWDkWlZrSUa62JY7FazZplhIcZKSMSh+0y8kBsVNfMUqt22x7XIO1yEyGrxoHY82GbpLPCwlnP5MG17Pnz+/EgiqA7VlQUq3KhWcY3mIXiC9NG9961tXlW+bzmw0W6MMClJtJFRLGzTiq4DCvzdVgzbb/JNiLQ2rCbR3v/vdi82uss3WvMpeBbDilmMJRoxtssVmYRRAm0i0P8uVClYzZuKhLFVuQGkjbOJ24sSJNXsFTADkTAVrs3l+5jFb/la3Udo2nJZsm4RvjnMw9D4pY5uduusKQxv9c7PQue+fCYCcG9Blm7ItubNeClz0XqqPkwgKzcIOsTm+r211tqfo4zSbKb+4bBSM6h1RUO9myHOfJwGgwZXctrl9lp4v22xmuy7YtGC0ZNtyBcrio8EjXySoX7VTz0ODiGJr37TctvlZpCQM5dPQHi4TGT/+4z+++I6VaFvuVLCWkt9fZaI/t8FXf8m2iQz5lTS1KXrK75SByGhgqYamTV/KFuL/LLuDBU+61k0bagIk11pDdR4SDwp4/Z99MDQ6qynSMWzTnoJQKlyzzUbmbbTB6iBur3vd6xrXnPZp/iYUQieb+7YpgNaf2S93Ktim02FtZEWCzA0KbWRZNuaYJbC6yzZLvezzN9v84GrINLUKlkN58ttsk09zCQxxajqJuC4LnXEbwra6ZVh1WehyH1BobUvcFCyHZlrbbMs1S2C2veQlL1nY5c+0ujN3/qyBcRvCttCMhWubH1zZtyzXDIbLLTQrEGNbrlkC2WZZwUL7BN2ZOz9jk3EbwrZQtiizTYGzvvMWa9iSX9Url8BwuYWWYTXZNkQq2KZMVu7MnRJv2P4WlxtZpPpEWavvRWQ0sLRZgbpTsG1kypYWxGzuTOU6WxMs20JZU8z2MWyzQ4L8GSCru43+2MfQ3QhYtyk2Fbc+tuVOBStRoxHkuhkmm9Fwgwj9mT52OQWG2GuUVrNf/uyU+cVmNNyPoc2ilWibAlVL4Zl6GZLbVjXaqCDAn52yayw1ostNf6aPdE7xo+e3nYtj59S4/Z9GAfUr0TZ3mUiq/iJUjvaMaUY4lFnQMnMpyHG55Tz52bVRsyx1B/rJNsve5/bNWj7qHkKai10X20IbhVPbZ8t7/dkpe47exTe96U0LMeJyy70/T8+3WRY7Hd6vux0wqTpY32zvbU6B0de23EG8ze7XCUD5Uu+kfsbNMoLmti11+y29PERGg4fsBVcQH1qmoltt2UNdQJ2rAZhtNlsRCpTU2WjpUV1gmMs2e8E1smKpJv1n2TT00LbZNGrdMhXZObZtGsGtO71WAY5+uQ5MrGsTtnynbimIPnL6EI9hm62RL9m2urX6FuDkPOm5zqc2SFK3FER9jALQMWyzQZKSbWvLLFgXGObqd1WuDeDUZe+zw+zGsM0GSUq2rS2zYN2+lpw+tQGc0AG7eq6djeEO2knk5ti479fTBkmWsc2WSOdkprJlm/o4xW6hjd7W/9kAj2ID/UOa2rSeQWS08LRO21+mYrdZ0KpRrVxLo+pMNNvq1tFa5zOGbZbit24DqU1nSmTkSrdax8067TrbLGgd07a6USjNdKjzHMM2S/Fb96G15Wbve9/70vZSEaXZ6F2dbRa0jmlb06nZCsDGsM1G7+oO79JyM+39Unsb8mej7urD6mwTM70PY9mmZR91Wej0rqgfGcM2iX19l9ylIK7vNIsnsVF3xlMuP9uouwah6mxT3/bNb35zNNuU/rvuRG+9K2qXQ3MTL426yzYNLoW+l0PN4vltQ+3IHfgK2TbULF6dbTbrGLJtqFm8XO/UFMpFZHzbS+qQ9VFQ4KsZAQV47npbC65CWXRsPWeuQF6q3zZIyzZ/A5h7mq2/STO3AHJt03p9BXju6ImNcoRGmG1kPFewrOBEbPSckG0WXIWERm4BpPLtQy/blJnDTX1ptoWERm4B5Nqm/TFqU5r10c9dChIaYbaRoVzBsuoun+qdC9mm4Er+DgmN3AJIwa7EqwICfz+WzfLUHbSXWwC5tllKbVuH7C4FCaUt1UDGRz7ykWzBsvximZl82yy40r9DWXRyCyDL6iNG/n4s17aQ0MgtgFzbbKmTLZu1pSC3bt1azIja+2sBidqp2mKuYFkDTPpH3Hzb9E2yGU9x8wfmcgsgWy6rd1K2KXGLBZ+ubSGhkVsAubbZ0i1LGmNZ6hQwa7bFH5nXIIv+Lke6fEuhqzan//Zt0zdD3yzZKp/6tuUUQLJH7Vl9qH5+FkbXNrV3X2iMJYCmIA5S2bjuRYZtyHv4wx++mCZTIKNO2p0Kd/Mtq1PU31mHrk5RDTlHxiHrWPTy6uVREKePW5Nt6mT0IlmWmFC2ohSNR0G8Og/fNncq3M1UY+cjmG3qsMW5bhlaHxttQ55vmzsV7maDsexWut42IervQ5vD+9ile00kqP2IySc/+cnFx7jONssUI9ssS4zKyREgmEhwbRMPd1Ohm6nGt00fGommuiVyfdiZSNAHTPt2lLlNtrlT4W42GDsvRvbYJkQLFPvYEbrXRIKCFj1DPtWvzjY7V0K2yWa9R7nWxNtsp2ubBitkmxuUWqYa3zZ9hHOdH2Kb8vUeaOO+2p9sczPyudlgbPBH14jbkSNHFql3c6ThtqU9qrv8JKGmf9fZZoM/sk02y6e5ztNxM7qZbepX1V+5QambXl1+NdsU5Oc6P8Q25duSE/lUtrnfR307bFbAHTSzTHQaJAid09L3vbVBL/Vb6hPUFzfZ5tph37tc54fYTKxrm59NUHGGrlO/59pmgXSO80PcTfkaQNQ3W89Tf+J+Hy11stqYO2hmA3a5zuhQO5JvlLRA7ccOz6uzTYzctimeuQaI+7bXudy/7kWGPqL6YGkaUh22jdaqwfr7BeyjKOfrw6gXzjaP+qNFKRqITZEqIHCDJU0nx9rmBogpbLIyNEUqYaYXVB2LjYjq375t9lF0uTVNS/e1Uxvy9PHwbZOd/l4G+yjaaaDyu0YA66bMU9im4E5+0TPdDEyxtrkBYl977P7Q3gAbEVUA6NrmikeXm8rKkRbZ9h9ZOlc9x2zz9wv4Z3NIkGhZi9pqTtv04bJ9NDZwYalxXcZ2SrveZ7NNI5BugJjKp+7ZJpaG2QYuXJZ6niseXdsUtNZtWu9jp82yujOJ7nkn7tlC/rkhen8UTOgdz2mbu4/GBi78vQx1tjXt4+vDzWaA3dk6G7jwZ2XdNKfyo3FTgJhjkMI9P8QOmgz9mb2/ls1HftQ/dvJzTtvcATobuPBnPq1P1r9d25r28fXxqb83QGXZwEUoS5mJR9e2XKmHzQ53yWLoz2Sz9Xs286d+Te9pbttcAWMxmr/Ess62un18ffzJvasJrGuRoY+wAtJQg1QQHVoLrI7nnnvuWQQ5+hhrJCaU3alvQ7NlWP4IgHXaY9pmHzo/65Z1lqGRAQUVOlhO9VLQaueJ9OXk32/7UOpsC2UKU300vS/xltM2G9XxTxBtymI2lG02EuUnMLCR8NCyNrHWUhpx0zugdyHH2SZ2Lk2dbe95z3vWPFesZZt98HLZpkBFS7je9a53rbLBRsLHtE2+0zsXEv1qc7LNTxih/kVpu8VNAk6zBzmyb+l9s2VYbvmWNlq2+T+1UdkmIZnTtrrU5XYOxpi2iY9lrnL52ExUaA+I3h/tqxG3pzzlKVkOOZUtlk3OHyyxoLgupfknPvGJRVVy2laXurwpw5re7SFsEx/93NTk+v+6LGbyo2ZLzbZnPvOZ2TZ5a6ZA72fINjuLy22Hsk19y2c+85nFH+e0TSI1lLq8LovZkLaljmumXN66Fhk2ChVasvOKV7xiMWWbYyo+psFIAJ08eTK4ZKdk2172spet2dMSU99U10jEvPOd71zDTb4Wt7qMMKme31SOhJaCBH85UQm2ScwouPI/JibE6zLCDMFNYkbBsm+bid0cU/Gx9VLAp4+9vxa6BNskGPSxt4MurU4mxOsywsTWvc91EgwPPPDAGttsoMIX4n2etey9CsrlP7/vL8E2Bb5f+9rXFn2s+7OEEDrTKcfhrzEMFVxqwMG3zQYqzp07l0WwxtgmG/SzGRa7pwTb1O/qcDo/G5SEuP5O3Mb6abDk0Y9+9BrbLN166AyxoWyVDTqh288GVYJtQzGYwnPWtchoclDOzUp9G0bJtmlkSKOM7nKHvvVNdf8QOde72lqybRoZev7zn7/mA921rinv08FopeY1L9U2jehpMKAua1NK/yxbVu5EGsva415fsm22/KzuTKc+9e57b+5EGn3sK9k2W7UQmg3tU+cU9+ZOpNHHxpJt61Ovqd6LyKjxnB3WZaPOGm3W1OHevXvXZOsY2vmattcacxs9Ndte9KIXDZ5G16+7L4BsrbdERyhX9ZDsZJuW9djIrq1Z1mawsW2TONNyARsFNNs0g5BjOd4y3H0BZLNFOpl9rFFTs1+2aYOtZYPTCLTeDy3ZG9s2iTO9kzZCadnY1KeMbZsvgGSblrvYPqZl2kfqa2WbO3OmYEsjqjmSRCxju4kzdzmobNPy2bG5hQSQbNOStByJGJbhZra5M2e2FCnH/otlbDNx5i4HlW2f/vSnR+cWEkCy7erVq1mySC3DzWxzZ84066JZthwZrpaxzcSZm+VQtmmWzZ/VXaZcru1GAJHRIDIsl7gtq9K/Q2nQuqHvfpcrgEqzzRVApdnmCiB3w3XuE6ljPO0KoNJscwVQaba5Asg292lja+4TqWN86gqg0mxzBVBptrkCyDZcK3vM2MGLfO4KoJJs8wVQSbb5AshGmnOfSB3zjvoCqCTbfAFUkm2+ALIN1yXMKvsCqCTbYtrk3K5BZLSIDAUrb37zmxcbIUsQGDLXcomXapts1MxFadxMZGg2Sv+tTcolCAzxKt02rX1VutDSuJnI0LpctbdSBIZ8Wrpteg+U4ao0biYyNNujTbGlCAwTGQqkSrVN3yjLsFYKN1dk6L/1/SpBYMifU7BNsyx2flEp3FyRoaQCCuRLEBjyacm2zU1AxNQHkdEgMpT6Ur+SBIaJjJJt02Zh/VMaNwXI9mEpSWCYyCjZNmXx+OIXv1iUMLNAXkvdLHd7CTMY1qVIZJRsm1JyKktNScLMAnmdF6CN1qUEyuZTCaCSbdPGZm3ALombBfJaNqjR+FICZVdklGybloJqE3hJ3CyQN26lCAxXZJRoW0xQPrdrEBk1HrWTtO28hdCR9GM1BjvbAduW84CdpK3Ar5QZDKuBBJA6bmxbzqevf/3rF4cw2bkPOdKtLmfRd6+WyFCAhW3LEdSmdI3G58qvv5w1q6+WyNAP2+IpWoY63VFSoOyKDGyL96eutAx1+u+SBIYrMkq0bTnK87gakVHjRwV8EhraNFeSwJC5Wm9rqVBLs02pFLVJs5SlZa57ZZtGhEoTGLJRI3zapFmibWImdqXa9vnPf76IPRh+V6IlBJr9KWl2xWxU3yYBVKptEhkl7MHwfaoBHgteSgsBNIiiZVwlcpNtdrZJadw0wKPloH7q3bHt1Dug09m1FLRU25773OdmO6OjK39x0xkjyojopwXuWib3dSeAyOjOjjshAAEIQAACEIAABCAAgQABRAbNAgIQgAAEIAABCEAAAhBISgCRkRQnhUEAAhCAAAQgAAEIQAACiAzaAAQgAAEIQAACEIAABCCQlAAiIylOCoMABCAAAQhAAAIQgAAEEBm0AQhAAAIQgAAEIAABCEAgKQFERlKcFAYBCEAAAhCAAAQgAAEIIDJoAxCAAAQgAAEIQAACEIBAUgKIjKQ4KQwCEIAABCAAAQhAAAIQQGTQBiAAAQhAAAIQgAAEIACBpAQQGUlxUhgEIAABCEAAAhCAAAQggMigDUAAAhCAAAQgAAEIQAACSQkgMpLipDAIQAACEIAABCAAAQhAAJFBG4AABCAAAQhAAAIQgAAEkhJAZCTFSWEQgAAEIAABCEAAAhCAACKDNgABCEAAAhCAAAQgAAEIJCWAyEiKk8IgAAEIQAACEIAABCAAAUQGbQACEIAABCAAAQhAAAIQSEoAkZEUJ4VBAAIQgAAEIAABCEAAAmtEBkggAAEIQAACEIAABCAAAQikIPCwbxfyqW//8zMpCqMMCEAAAhCAAAQgAAEIQGDdE/jX/wdTGiQgNR/hOgAAAABJRU5ErkJggg==)
Source: Bureau of Labor Statistics (BLS)
In December 2022, the labor participation rate increased 10 bps from November 2022 to 62.3%, and it has been in a narrow range of 64.4% to 61.9% since June of 2020. The U3, commonly referred to as the unemployment rate, decreased 10 bps to 3.5% in December versus November.
As reported by the BLS, the rate of unemployment for workers with college degrees decreased 10 bps in December 2022 versus November 2022, to 1.9%, and the unemployment rate for workers with less than a high school education increased 50 bps to 5.0%. The U6 unemployment rate, which tracks those who are unemployed, as well as those who are underemployed and are working part-time for economic reasons, was down 20 bps to 6.5% in December versus November. The U6 rate is considered the rate that most broadly depicts those most affected by the last economic downturn and measures the rate of discouraged workers.
“The temp help employment market is showing clear signs of slowing down, and until GDP growth resumes to a strong level, growth will be somewhat moderated,” said Greg Palmer, founder and managing director of G. Palmer & Associates, an Orange County, California-based human capital advisory firm that specializes in workforce solutions. “A further indicator to watch is the temp help penetration rate, because it measures temp help as a percentage of total employment. In December, the temp help penetration rate decreased slightly to 1.98% of the total labor market, compared with an all-time high of 2.08%, achieved in February, and a pre-pandemic level of 1.57%, a further sign of temporary jobs lessening.
“The penetration rate cycle last peaked at 2.05% in December 2015 and was at a low of 1.3% in June 2009. The American Staffing Association (ASA) Staffing Index remained flat, closing at a value of 106 on December 28, 2022, which was 0.3% higher than the same period last year,” Palmer added.
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)
Source: Bureau of Labor Statistics (BLS)
About the Palmer Forecast™
The Palmer Forecast™ is based, in part, on BLS and other key indicators. The model was initially developed by the A. Gary Anderson Center for Economic Research at Chapman University and serves as an indicator of economic activity. Companies that employ temporary staff use the forecast as a guide to navigate through fluctuating economic conditions in managing their workforce to meet business demands.
About G. Palmer & Associates
G. Palmer & Associates, founded in 2006, provides advisory services in the human capital sector. Founder Greg Palmer has served on the board of the American Staffing Association and was president and chief executive officer of RemedyTemp, Inc., one of the nation’s largest temporary staffing companies, prior to its sale in June 2006. For more information, visit www.GPalmerandAssociates.com.