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	<title>New England Board of Higher Education &#187; retention</title>
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		<title>When the Elephant Is the Room</title>
		<link>http://www.nebhe.org/thejournal/when-the-elephant-is-the-room/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=when-the-elephant-is-the-room</link>
		<comments>http://www.nebhe.org/thejournal/when-the-elephant-is-the-room/#comments</comments>
		<pubDate>Mon, 09 Jan 2012 11:25:43 +0000</pubDate>
		<dc:creator>John O. Harney</dc:creator>
				<category><![CDATA[Admissions]]></category>
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		<category><![CDATA[College Readiness]]></category>
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		<category><![CDATA[National Center for Academic Transformation]]></category>
		<category><![CDATA[retention]]></category>

		<guid isPermaLink="false">http://www.nebhe.org/?post_type=thejournal&#038;p=11702</guid>
		<description><![CDATA[<p>Maybe the classroom is where we should seek  the transformation we need in higher education ...</p>
<p>For several years now, many of us have been agonizing over the sorry state of American higher education—indeed, of our entire educational system—and for good reason:</p>

Once the U.S. had the highest college completion rates in the world, we now rank ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><p><strong><span style="color: #800000;">Maybe the <em>classroom</em> is where we should seek  the transformation we need in higher education ...</span></strong></p>
<p>For several years now, many of us have been agonizing over the sorry state of American higher education—indeed, of our entire educational system—and for good reason:</p>
<ul>
<li>Once the U.S. had the highest college completion rates in the world, we now rank 12<sup>th</sup> among 25-35 year-olds in developed countries.</li>
</ul>
<ul>
</ul>
<ul>
</ul>
<ul>
<li>The U.S. is ranked 14<sup>th</sup> out of 34 other OECD (Office for Economic Co-operation and Development) studied countries for reading skills, 17<sup>th</sup> for science and 25<sup>th</sup> for mathematics</li>
</ul>
<ul>
<li>Only eight countries have a lower high school graduation rate than the U.S.</li>
</ul>
<ul>
<li>Fewer than four in 10 (36%) entering freshmen obtain a bachelor’s degree within four years. Within six years of entry, that proportion rises to just under six in 10 (57%).</li>
</ul>
<p>Numerous causes have been cited for this state of affairs from poor high school preparation to inadequate governmental financial aid policies to postsecondary grade inflation. The most recent culprit <em>du jour </em>is<em> </em>student retention, and any number of retention-enhancement strategies have been proposed and implemented with varying degrees of success. Ironically, the one area that seems to have received the least attention from policymakers and institutional leaders is the very centerpiece of the educational enterprise—the actual delivery of educational content. Is it possible that the very process of teaching and learning has become the elephant in the room? Or, to put it more accurately, the elephant <em>is </em>the room itself: the classroom.</p>
<p>This is not so surprising. The administrative leadership of virtually every institution that serves a societal purpose has always trod carefully around the prerogatives of the professional cadre at its core. Whether they be the musicians in the orchestra, the curators in the museum, the doctors in the hospital, or the faculty in the college; they are the holders of institutional purpose.</p>
<p>Over time, however, professionalization of the management function (largely as the consequence of organizational complexity and economic necessity) may have conferred upon administrators the dominant role in shaping institutional direction; but the professional cadre (and in higher education, it’s the faculty) still functions at the heart of the enterprise and it still carefully guards its prerogatives, asserting allegiance to professional norms that go beyond institution obligations. As a result, academic faculties often remain above the fray and curiously exempt from the heated debates about institutional and system failure.</p>
<p>Which is not to say that faculty are solely or even mainly responsible for our education woes. Our problems are much too complex and multifaceted to be laid at the doorstep of any one stakeholder group. But learning outcomes are, after all, what these debates are about; and whom better to consult than those whose main responsibility is to produce positive learning outcomes? And what better time to consult them? For, as luck would have it, we are now witnessing a revolution in the power of information technology to transform the learning experience at all levels of our educational system.</p>
<p>A bewildering array of hardware and software tools enable students to receive educational modules tailored to their individual learning styles, available when and where they are most conveniently and effectively absorbed, and accessible for as long as necessary to gain mastery. This highly mobile, anywhere-anytime learning paradigm, rather than replacing teachers, actually has the potential for making teachers better teachers by freeing them from instructing all students at the pace of the slowest learner and providing them with the real-time, individualized student progress data that enables timely intervention.</p>
<p>Although online learning with its powerful capacity to deliver curricular content is often seen as the very embodiment of the IT-powered educational paradigm, it is really only the virtual part beyond the physical classroom. Think of it as merely the trunk of our metaphorical pachyderm. The bulk of the elephant <em>is</em> the classroom or more precisely the learning lab with students seated at computers working through interactive course materials, homework exercises, and tests with real instructors at the ready to assist as needed.</p>
<p>One of the most compelling stories of how integrating technology in this way can yield significant benefits in terms of enhanced learning outcomes (and reduced costs) is told by the <a href="http://www.thencat.org/">National Center for Academic Transformation</a> in recounting its work in the field of Course Redesign (CR).</p>
<p>As NCAT describes it: “Course Redesign is the process of re-conceiving whole courses (rather than individual classes or sections) to achieve better learning outcomes at a lower cost by taking advantage of the capabilities of information technology. ... [CR] is not about putting courses online. It is about rethinking the way we deliver instruction, especially large-enrollment core courses, in light of the possibilities that technology offers.”</p>
<p>More specifically, CR is a process of modifying whole courses through:</p>
<ul>
<li>Utilization of interactive learning technology</li>
<li>Elimination or significant reduction in the use of lecture format</li>
<li>Focus on the delivery of content in a laboratory setting where faculty and tutors provide personalized, on-demand assistance.</li>
</ul>
<p>Over the past 11 years, NCAT has conducted large-scale CR projects in mathematics at 37 institutions. Most have redesigned more than one course either during the project period or afterwards. Collectively, NCAT math redesigns have affected more than 160,000 students to date. The results have been truly impressive.</p>
<ul>
<li>Improved student learning: 72%</li>
<li>Equivalent student learning: 28%</li>
<li>Average cost reduction: 37% (9%-77%)</li>
</ul>
<p><a href="#figures">*See explanation of figures.</a></p>
<ul>
</ul>
<p>Among other outcomes, the NCAT math redesigns have:</p>
<ul>
<li>Increased course completion rates.  At University of Missouri-St. Louis, for example, the drop-failure-withdrawal (DFW) rate in the College Algebra course decreased from 36% to 21.6% after the introduction of CR.</li>
<li>Improved teacher morale (due to reduced time spent on grading, increased opportunity to work directly with students who need help, and more practice and interaction for students with less faculty effort). To quote one teacher: “The quality of my worklife has changed immeasurably for the better.”</li>
<li>Increased student satisfaction with mode of instruction. For example, at Ohio State University, students are assisted in thinking about how they approach learning and what mode is easiest for them and then are offered a variety of learning activities using websites, software, video lectures, and individual and group projects. The result: The percentage of students needing to retake the course dropped from 33% to 12%.</li>
</ul>
<p>And this is just for mathematics. The same kinds of solid improvements in student learning, course completion, and cost are achievable in numerous other disciplines from Biology to English Composition. In other words, the evidence for CR is piling up rapidly and it is hard to deny.</p>
<p>When the proverbial elephant is not <em>in</em> the room, but rather <em>is</em> the room itself, it is all too easy to overlook. And when that room is the classroom, we need to ask college faculty and academic administrators to take a hard look at the evidence for Course Redesign in using technology to improve the delivery and understanding of course content; and to seriously consider it as part of a comprehensive strategy to reverse the current dismal trends in higher education.</p>
<p><strong><em>Lawrence </em></strong><strong><em>Butler</em></strong><em> is senior consultant at Maguire Associates Inc., a Concord, Mass.-based consulting firm.</em></p>
<p>&nbsp;</p>
<p><strong><span style="color: #800000;"><em><a name="figures">* Explanation of figures</a></em></span></strong></p>
<p><span style="color: #800000;">These figures were drawn from a presentation given by Carolyn Jarmon, senior associate with NCAT. She was reporting on the results of assessment research conducted on 120 math courses redesigned by NCAT working with partnering institutions. The percentages for Improved Student Learning are percentages of these 120 courses that showed student learning outcomes that exceeded what these same courses produced when delivered in a traditional format. As the 72%-to-28% split indicates, all redesigned courses showed at least equivalent learning outcomes. The percentage reported for Cost Reduction is the average reduction achieved across all of these 120 courses.</span></p>
<p><span style="color: #800000;">Here’s what NCAS says about how it assesses Improvement in Student Learning and Costs:</span></p>
<p><span style="color: #800000;">Improvement in Student Learning. “To gauge improvement in student learning, all NCAT projects compare student learning outcomes taught in the traditional format with those achieved in the redesigned course. This is done by 1) running parallel sections of the course in the two formats or 2) comparing baseline data from a traditional course to a later redesigned version of the course. Assessment techniques include comparing the results of common final exams, common questions or items embedded in exams or assignments, pre/post-tests, and final grades when the same assignments, tests and final exams are used and graded using the same criteria.”</span></p>
<p><span style="color: #800000;">Costs. “Before-and-after course costs were analyzed and documented using activity-based costing. NCAT developed a spreadsheet-based course planning tool (CPT) that supported institutions in this process, which involved the following steps: 1) determine all personnel (faculty, adjuncts, teaching assistants, peer tutors, professional staff) costs expressed as an hourly rate; 2) identify the tasks associated with preparing and offering the course in a traditional format and the personnel involved; 3) determine how much time each person involved in preparing and offering the course in a traditional format spends on each of the tasks; 4) repeat steps 1 through 3 for the redesigned format; and 5) enter the data in the CPT The CPT then automatically calculates the cost of both formats and converts the data to a comparable cost-per-student measure. At the beginning of each project baseline cost data (traditional course costs and projected redesigned course costs) were collected, and actual redesigned course costs were collected at the end.”</span></p>
<p><em> </em></p>
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		<item>
		<title>Do We Have a Retention Problem …   Or Do We Have a Problem About Retention?</title>
		<link>http://www.nebhe.org/thejournal/do-we-have-a-retention-problem-%e2%80%a6-or-do-we-have-a-problem-about-retention/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=do-we-have-a-retention-problem-%25e2%2580%25a6-or-do-we-have-a-problem-about-retention</link>
		<comments>http://www.nebhe.org/thejournal/do-we-have-a-retention-problem-%e2%80%a6-or-do-we-have-a-problem-about-retention/#comments</comments>
		<pubDate>Mon, 29 Aug 2011 14:09:03 +0000</pubDate>
		<dc:creator>John O. Harney</dc:creator>
				<category><![CDATA[Admissions]]></category>
		<category><![CDATA[Analysis]]></category>
		<category><![CDATA[College Readiness]]></category>
		<category><![CDATA[Commentary]]></category>
		<category><![CDATA[Demography]]></category>
		<category><![CDATA[Financing]]></category>
		<category><![CDATA[Homeslide]]></category>
		<category><![CDATA[Journal Type]]></category>
		<category><![CDATA[Schools]]></category>
		<category><![CDATA[Students]]></category>
		<category><![CDATA[The Journal]]></category>
		<category><![CDATA[Topic]]></category>
		<category><![CDATA[Trends]]></category>
		<category><![CDATA[attrition]]></category>
		<category><![CDATA[dropouts]]></category>
		<category><![CDATA[maguire associates]]></category>
		<category><![CDATA[remediation]]></category>
		<category><![CDATA[retention]]></category>

		<guid isPermaLink="false">http://www.nebhe.org/?post_type=thejournal&#038;p=10032</guid>
		<description><![CDATA[<p>This paper, like many being written these days, deals with the “problem” of student retention in higher education. But unlike most, this paper focuses not on the problem of retention per se but rather on how institutional leaders think about student retention, completion, and success–how the way they frame their concerns about retention can give ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><p>This paper, like many being written these days, deals with the “problem” of student retention in higher education. But unlike most, this paper focuses not on the problem of retention <em>per se</em> but rather on how institutional leaders think about student retention, completion, and success–how the way they frame their concerns about retention can give rise to a different sort of problem. Something we might call the “meta-problem” of student retention.</p>
<p>Before exploring the meta-problem, though, it is important to acknowledge that there are any number of very valid, practical problems–from tracking at-risk students to providing requisite remediation and counseling services to addressing on-campus alcohol abuse–that need to be addressed to ensure that students achieve all that they are capable of achieving in their college careers. With so much evidence of inadequate preparation, unforeseen academic difficulty, unnecessary emotional turmoil, unfulfilled promise and wasted tuition dollars, who would argue against doing everything possible to encourage student persistence and completion? Thankfully, toward that end, a burgeoning array of proven strategies and techniques is available to college administrators and faculty. Nothing in what follows is meant to suggest that these should not be deployed with the utmost enthusiasm and to ever-greater effect.</p>
<p><strong>Retention Tensions</strong></p>
<p>That said, however, we need to acknowledge another phenomenon–a byproduct perhaps of the growing national preoccupation with retention–which may be increasingly familiar to institutional administrators and faculty alike. It is a phenomenon observed more in faculty lounges than in conference rooms, more behind the scenes than on websites. We observe it when faculty members who rarely push back publicly against their institution’s laudable commitment to fostering student “success” privately express great concern about what they perceive as a willingness to dilute academic rigor in pursuit of student retention. We observe it in the decision-making struggles of admissions officers who, as a matter of institutional mission, feel an obligation to reach out to at-risk, disadvantaged students while at the same time, as a matter of academic reputation, are encouraged to increase student selectivity.</p>
<p>These are examples of the kinds of institutional tensions surrounding matters of student retention which, if left unaddressed, can seriously undermine efforts to implement truly needed retention initiatives.</p>
<p>I suggest we shift our focus, from our usual preoccupation with finding solutions to the retention problems we believe we have, to reframing the retention problem we wish to solve. We can do this is by reassessing the strategic significance of student <em>attrition</em> and mitigating its institutional impact.</p>
<p><strong>How Significant Is Retention Problem?</strong></p>
<p>Not every school that experiences less than the highest levels of student retention and completion necessarily has a significant retention problem.</p>
<p>First of all, there are reasons for attrition that may be beyond an institution’s control.  As shown in Fig. 1, reasons for student attrition can be viewed as progressing from those that are almost entirely personal with little or no potential for the school to affect the stay/leave decision, to those that are the result of interactions between the student and school such that the institution can play a role in influencing the outcome.</p>
<p>Fig. 1</p>
<p><strong>A Continuum of Reasons for Attrition</strong></p>
<p><img 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" alt="" />﻿﻿</p>
<p>There are at least six broad (and, at times, overlapping) reasons students might choose to drop out or transfer from an institution of higher education. They range from personal and family circumstances and preferences, to preparedness for college-level work and adjustment to college life, to issues arising from the availability of desired offerings and positive or negative experiences at the institution.</p>
<ul>
<li><strong><em>Circumstances</em></strong> Personal circumstances specific to a student and his/her family may cause that student to drop out or transfer. The reasons can include personal illness, family illness or obligations, financial problems, a need for full-time employment or logistical problems posed by distance from home.</li>
</ul>
<ul>
<li><strong><em>Preferences</em></strong> The student may choose to leave because he/she preferred another school to begin with, and matriculated only out of necessity or until improvement in grades permitted transfer. Other preferences regarding the student body, amenities, location, etc. might also figure into the decision.</li>
</ul>
<ul>
<li><strong><em>Preparedness</em></strong> Inadequate academic preparation that results in poor grades or, conversely, inadequate academic challenge for students with a high level of preparation and expectation, may result in a decision to leave the school.</li>
</ul>
<ul>
<li><strong><em>Adjustment</em></strong> The student may be emotionally unprepared to be on his/her own or unable to make the necessary social adjustments to college life. The student may be unhappy with roommates or stressed by other aspects of the social life at the school.</li>
</ul>
<ul>
<li><strong><em>Offerings</em></strong> The student may be disappointed in the school’s program offerings (academic and/or extracurricular, athletic, etc.) either because what had been promised was not, in fact, available or because the student changed academic or other interests along the way.</li>
</ul>
<ul>
<li><em><strong>Experience</strong></em> Desired program offerings and other features may be available but so poorly delivered or the curriculum may be so difficult to navigate (especially after failing a critical course) that the student’s experience is negative enough to precipitate a decision to leave.</li>
</ul>
<ul>
</ul>
<p>At one extreme, <em>Circumstances</em> and <em>Preferences</em> are reasons for attrition that tend to be the least susceptible to institutional influence on the stay/leave decision. As we move to the right on this continuum, <em>Preparedness</em> and <em>Adjustment</em> combine both personal and institutional factors in ways that may permit the school to take steps to successfully preempt a decision to drop out or transfer. And, as we approach the other extreme where the institution can be most influential, we see how <em>Offerings</em> and <em>Experience</em> more substantively speak to the school’s role in providing desired (or promised) programs and experiences, and in delivering them with a high degree of student satisfaction.</p>
<p>Viewed in this context of a continuum of shared student-school responsibility and limited institutional influence, a school’s leaders might well conclude that, given the particular student mix and factors at play, the current retention level is already close to the best level achievable.</p>
<p><strong> </strong></p>
<p><strong>Other Ways of Gauging Significance</strong></p>
<p>There are other ways of assessing the institutional significance of retention (or attrition) that are worth considering before investing considerable time, energy and dollars in “fixing the problem.”  Those charged with doing the fixing should first ask themselves:  <strong><em>Are our current levels of student retention and completion significant . . .</em></strong></p>
<ul>
<li><strong><em>When we consider our historical performance</em></strong><em>.</em> When viewed in light of the school’s own historical performance, current retention and completion results may or may not signal a trend worrisome enough to warrant a comprehensive retention-enhancement program.</li>
</ul>
<ul>
<li><strong><em>When we consider the retention performance of peer institutions.</em></strong> Even if retention measures were not such an important part of the <em>US News</em> college rankings, it would make sense to compare one’s own performance to that of peer institutions. Such benchmarking inevitably raises valuable questions that enable a school’s leaders to better understand why their own institution outperforms its peers.</li>
</ul>
<ul>
<li><strong><em>When we consider the performance to be expected at schools like ours.</em></strong><em> </em> Sometimes, benchmarking against peer or aspirant schools can leave too much room for debate of the “apples and oranges” variety. On the other hand, looking at institutions with comparable levels of student high school achievement, family income, age, number of dependents, and commuting students can be far more revealing in terms of gauging the significance of one’s own retention performance.</li>
</ul>
<ul>
<li><strong><em>When we consider our preferred or desired performance.</em></strong> Regardless of historical or comparative performance, every school is free to set goals based on its own particular mission, values and vision. These goals can be powerful motivators even as they may depart from prevailing norms.  Recognizing those norms, however, needs to be part of any full assessment of retention performance.</li>
</ul>
<ul>
<li><strong><em>When we calculate the foregone revenues involved</em></strong><em>.</em> There is a cost in foregone tuition and fee revenue that is incurred as a consequence of attrition. For some schools, this financial cost can be so intolerable that it is the major driver of concern about student retention and the major factor in assessing retention significance.</li>
</ul>
<ul>
<li><strong><em>In light of certain rigorous programs, or even certain types of students, for which a given level of attrition may be acceptable or even desirable in order to maintain standards.</em></strong> What if improving retention came at the cost of lowering academic standards–would doing so be desirable? Are there certain programs or student subgroups for which our current attrition level is tolerable or even desirable? As noted earlier, this concern about the potential for diluting academic rigor can be one of the more contentious issues raised by a retention-enhancement program.</li>
</ul>
<ul>
<li><strong><em>When we assess the degree to which those who persist through graduation are, in fact, satisfied and subsequently support the institution as alumni.</em></strong><em> </em> Thinking about retention significance in terms of post-graduation behavior is rare, but can be a good test of what retention <em>at any cost</em> might actually mean.  Is it really a good thing to retain and graduate dissatisfied students who go on to become disgruntled, non-supporting alumni?</li>
</ul>
<p><strong>The Retention-Satisfaction Matrix</strong></p>
<p>This last point about dissatisfied–yet retained–students deserves further comment, as it raises the rarely mentioned possibility that mere retention through completion might not always be the most appropriate institutional goal.  Consider the implications of the Retention-Satisfaction Matrix presented in Fig. 2.</p>
<p><strong> </strong></p>
<p>Fig. 2</p>
<p><strong>Retention-Satisfaction Matrix</strong></p>
<p><img src="data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAATQAAAD0CAYAAAAVHtqfAAAC7mlDQ1BJQ0MgUHJvZmlsZQAAeAGFVM9rE0EU/jZuqdAiCFprDrJ4kCJJWatoRdQ2/RFiawzbH7ZFkGQzSdZuNuvuJrWliOTi0SreRe2hB/+AHnrwZC9KhVpFKN6rKGKhFy3xzW5MtqXqwM5+8943731vdt8ADXLSNPWABOQNx1KiEWlsfEJq/IgAjqIJQTQlVdvsTiQGQYNz+Xvn2HoPgVtWw3v7d7J3rZrStpoHhP1A4Eea2Sqw7xdxClkSAog836Epx3QI3+PY8uyPOU55eMG1Dys9xFkifEA1Lc5/TbhTzSXTQINIOJT1cVI+nNeLlNcdB2luZsbIEL1PkKa7zO6rYqGcTvYOkL2d9H5Os94+wiHCCxmtP0a4jZ71jNU/4mHhpObEhj0cGDX0+GAVtxqp+DXCFF8QTSeiVHHZLg3xmK79VvJKgnCQOMpkYYBzWkhP10xu+LqHBX0m1xOv4ndWUeF5jxNn3tTd70XaAq8wDh0MGgyaDUhQEEUEYZiwUECGPBoxNLJyPyOrBhuTezJ1JGq7dGJEsUF7Ntw9t1Gk3Tz+KCJxlEO1CJL8Qf4qr8lP5Xn5y1yw2Fb3lK2bmrry4DvF5Zm5Gh7X08jjc01efJXUdpNXR5aseXq8muwaP+xXlzHmgjWPxHOw+/EtX5XMlymMFMXjVfPqS4R1WjE3359sfzs94i7PLrXWc62JizdWm5dn/WpI++6qvJPmVflPXvXx/GfNxGPiKTEmdornIYmXxS7xkthLqwviYG3HCJ2VhinSbZH6JNVgYJq89S9dP1t4vUZ/DPVRlBnM0lSJ93/CKmQ0nbkOb/qP28f8F+T3iuefKAIvbODImbptU3HvEKFlpW5zrgIXv9F98LZua6N+OPwEWDyrFq1SNZ8gvAEcdod6HugpmNOWls05Uocsn5O66cpiUsxQ20NSUtcl12VLFrOZVWLpdtiZ0x1uHKE5QvfEp0plk/qv8RGw/bBS+fmsUtl+ThrWgZf6b8C8/UXAeIuJAAAgAElEQVR4AexdBWAURxf+TnJx9xAXCAES3IoTrLiXosW9OMVKi7u7uwZ3d3dCgksg7q53t/+bvVwEQv/ShpDQHbjc3uzI2ze7b5+PiKMCoQgYEDAgYKDoY0AkLvrXIFyBgAEBAwIGVBgQCJpwJwgYEDDw3WBA+t1ciXAh/woDnDwVZw6twYW7ITSOGJXrdkTzhp74+Aa5vGcDTjx4CdcardGraWV+zojXd7Bo3X4o84DArk4rtHeUYOGmfajcaQBaedrzrWKDn2Dj5u0Ijwc0NO3RbVB3uJrr8Oci/W5ixbZDSPloPEePhujXtS4eHN6OPbfeoPPw0ShtJsbhxYtxIzT6o9aAQ+nK6N+5NXwP78SOG49znXcrXwNd2jSFTJJdnZEahe3rF+PJ22QYWjmgV+++sDHSzG4gHBV+DDAdmlD+2xhQpMVwo7s2ZrrUHB8drvPUDVyGMhs3iuQPnLeHPt/GyrMtF56sOul7YkmOfjnHAFd86ELO//BK/nzP7Vf4wQJuH+PcbA1z9TFwrcqd8H3Pn3+6ezEnywWLasxSdcbx5zf0bkp9tbhdT2PodzzX28Uq11jq6yhZ/ye+/Y4+rfI836j9DC4qXXUNKSEvuKa1SnPQkHI2Njacvja4Yq4NuCsvIvgxhD9FAgOfvIALPwUWIMx3DITcO4e1W0+icpN+mDioGeRJEVg5aRi2z/gdfXt0RC1bFef09PQ2XPBPRsXKP+D+7ZM4eOsV+tRxg0P5ZtjnYw0lkY0DK0dixwUZ5q2eBgdjCUzdywOvTxPPB2hKVfzezgXz8TJEiYnzt6Cyqz4++J7BiIkrMGnFDjReMRZiiRSMcWo8eCp61ymZdb2mNqX4Y4mmFrF1epCKRfRbBJmM2jtWxMpZv8EkB0tpWsxJ1V5Dg5oZYvSChahsqw9lchRWz/wDp/b+jrktKmNml/o4vHk+jl1+iXUnb+GXBmUR+GAHKtfqimnz9uHk6n5ZMAgHhRsDOZa/cAMqQPf1MCDSEBMRAaQamtDVt0aNps1Qv2pN+L6PhJuR+hZRwsfnMJSGJTFr7kQMaNYEe3adJILjBn0LJ7RpqyIe785OxY6L2mjWviNKGKlg9n+pyAW8RI8IEf3X0taBk3s1NG/RCnW9uyJWz5xnxVjjDPq4/9AYbdtWzNWX/WDsVs7CKRUQG9ujQ8e2MMx5Qn3MDPkiLdRp0QE/OuvytbVKm6FUxXY4uPksJhNBq9p2AM5X7Y+atcvyxFdCAHIEhEiaQyZVjyd8F1oMCEaBQrs0BQeYTTlvTO7TGjcPL0H92hXh4loKLScthoa5DSz0SPijIo97jSPHb6J0g1aoX6sBfqzmhitHtuJpFCM96sIhQ840aUqkpuSszz7PjrqPGI9aNtqYOLAdypRwQ5myFbHpzkt4uLkwOkdURARGdraO7ghPT8/MTzNc8Y9jZz8pYiLE8qdnUa2Muq3qe/ulpznackhLzdbKWZUoi3IOQGzwcyTIAXtXL9QlYsbIt//hjWjQoAckJVth8uh2OcYQDgs7BgSCVthXqCDgk+hj6Mr9uHh0O34d2g9mCMHlLctQt04jXPAN5yF4ceUY7kVzaFSvBuLiklCvaVNkBN/DkSv+Xwyhecl6uPTkIeZOn4QeHargw0tfzBnSDR37T0MqjcaIGrsx48KD8OrVq8xPAJLT8jI7sA5icOlJePta3Vb1HZuURic/U2gSsYaICHAwfbLbxAfcRLsePSGq1Bmnz+1EVcdMNjO7iXBUiDEgELRCvDgFBdrt3WswejzpvOr9jEWLV+H+00DcPbQQCH2GZcfP82AcPnKA/543tAUsLMzRYcRS4sOU2L51L1I+lgE/A7iIybWp4Vg8dgTmH/fDqPFTsHH3GQSFBGJUcy+c2r0ad6MUZHkUIYnG6L5wHwIDAzM/V1CvTN7ERZmeAo1SjfDoQxjCwrI//ZuUzQWJVEq6tMwijwlH8DsO+iaVYJDDkBnx4TUSTLwwbfpssqCSrk4oRQoDagVJkQJaADZ/MZCY8BzzZi7Aww8RmDmmH3SlIpy98QTJNI2JniEUMU+wdc8NlKrVFsO6NgbZu0gq5HB00ywcPrYVDwLHobqdSjf1V5DxMSkyGS6d2IgDizdBLN+CRuVckB4fjKuvoiCV6UGHiBnH/wO09Y1gYmLyV0OqzpGIymWkIjQ4CMpsmkVKOj24OdoSrIznk+PtsyfwyyCiyKVg27zhdAz06lgXTKWnLsU8G+KgTxm4uJuqq4TvooSBImGMFYD8qhjIiA/iOtcty/isXB8rj1qcX2gad23TeL5+9NZbueC4s2MqXz9gwbHMeiU3pasr1Xly94PSs9r67l3Et+u14ypf9+joBs5AW8zX5Zyz+7j1nIJaPCO3DVbfd/3FrDFyHqzv25zO63K7nzG3jQSur5vNJ2Ox/qKKzbkoarG7f9s8z5es3Jt7HZuac2jO/9QyDlIjbtu94Fz1wo8igQHBbYNu/P98kerbYPX+E6ixfjlOXFY5oLpUqI2BvbrB1VIDPklytGjRBq1ruOXCVZkGbdCt/V0okoLAtFVMcitZuQlaJMhgpJ2tzTC0dUOrFi1Q0U7F9Xg2/QW3rzph0bJVCI4iRb1EhjY9BqB903q87kyf2reh9uUdzXPNp/7hWP4HtGhjCDt9ZrAQo3yTZmhRMlR9Outbs2R1sBZ25asR/LmNFJ7VWmNA706wMcwhb1JbfUsXGrsF7I0FcTMLkUXoQMTobhGC9zsAlUNqKmmIRDJoaaosiOyiOGYZTCJdkBZ5dCrlUChyK8CZ2KQh0wTvekXt09PToCTHL4lUi3xBvwO0fIeXIE9PJ0FXDC3yk+MLp0R6WjoZI2SQSrIJviItDRn0GIqlMsik2fXfIUq+9iUJwelfG8Ofjq/EoQUD4VS8DI7fC8k8nYLpXZvAo1ZrBMXGYwy5ULg4O8DaygpWmR8Hz6p4HJZODloJ2DNvItwcbPhz7l6NsPny/U+nEWq+MQY4rOvdAW5lKuOcfyQPS8qHB2jk5obFB66qYKO19Fk5CeUdbPm1dPOshEVb9yNRYDH+8doJ7/Z/jLp/2lGCpt1HYNaSChg3fiHqn5qDwLPrMW3baXRevB8OpuQ5H/AOclkZjBvZhPeYZzNJdAxJPNLAjf2L0WX0TPQeNxXuVrq4sXMleni3gMNDP9TxyNOt9J8CKvT7lxiIjwxH4IsH+H3CAtQ8MAMieRqCyWobm8ScUzhsmPAzes09iiadhqJbBXu8fnQRw7u1xa2ANdg+sQ8vfv9LEP573YuEqu87BPL2zhmcVKzDLdhzivupng3nUrMbF5nGLjSZa13LnStXb3aeV31k+ShSWhtysw9c4d69j+SSo4O4XTv2ci8D4/NsL1R+KwwouTlNa3ASMTN+6HOLzvpzXNBdjgK5uD+2X+DSIh5yLrrgGgxcypG4mVnSuSld6nAiI0/ONyy3sULdQvj+SwwIL4Fv9Qqr9NNwTGjvgbG92+PAXW0sWDEXprxKjYNMSwsv7q9E3Xr1UC/z02Xyal7xXr9lD7SpbouxrWvC0d4e3u0GIEHTCq7F9L/VpQjzfgYD8ox0uHpVRFMva0wf/xvexil4K5yYwqkin9/DO2LU6rZukMMyp4Hm3o3AxT7GpZdBnxlVqP4rDAgayL/Czlc9p4VB48fBIjkeDQeNRovSFtmzMQWxWAPa2tpZHy2ZBu9Br0UB2j6nL+PezQuYNLwFJIlv0KdDA8w/eje7v3BUKDDAYkylhg6YtXY2cO8wxi3aTboDVSQEC+/iy0c2OeaDx4rKd44/FP58AQYEHdoXICu/mxpa2sKY/EZZPGPOkk5WL9dyvXH82Jic1XSsxLL+LbAryhYnfVZhSpU65Hn/Ap7FS+PI1ccY2ezTQO6PBhB+FjAG0imKwaNSK/zepzmGrFkCDTJeixUKmLtXgou2CGd8TmBkA3fevQSUAe7AyRMQm5RFHbdiBQzp9zGdQNC+4ToqyT0jg9yjMnIGExI8IrEYH54fx5TpGVlGAUh00fKXfqjYqBpGtp2Ixh04NPGyx3vfo/D9oIWlP1CaHqEUKgwoFXLIaW1ZSHzPSVOx/vhJPHwPKEgU1TApjYlDW6PbjBFoEvEM9cgo8PzuKWw9eAVdZ25ASfNsl55CdVGFHBiBoH3DBRJJtOHo4gwzQ1W+MRUoItg7uULv7X0sX/I0GzpNCxRv0gnt24zFsTUyDJm9FEsupUHXxAZLtxxC32a54xazOwpH3woDJrYOcEpROQfr2Hhh4R+T0GvaJphQ9khWuv65FSYlq2DmHFrLa+kwtHHFil1H0L1jM1XWkW8FeBGeV3Cs/aaLx0EhVxBHJiGdWXZAoYJEErLlfAKZWELtMnUvSmpDuVb5vpIcfT/pJFR8MwywNWKrKKF1Uxe5nFxtc6wjX88pIFeQ3pQSWwpLqcbUP/qmEOO8npx/NJbQScCAgAEBA98UA0KkwDdFvzC5gAEBA/mKAcFtI1/RKQwmYEDAwLfEgEDQviX2hbkFDAgYyFcMFBkr5507d/D8+XPB4TBfl79wDsaU6Ey1q1TmzjhSOKEVoPo3GGAOxF5eXihVSrWj178Zi/UtEgSNWYYOHjxIaXdSYWxsnKcF8N8iQuhfeDAQHh4OKW15Z26edz60wgOpAMm/xUBwcDAiIyP/WwSNIY0RNRbX6O3tTbnAKI2OUL5LDDDubOXKlfyLq2fPnt/lNQoXlY2BdevWISEhIbviXx4VCQ5NfY1qMUQQRdQY+f6+mQjC1lnwJvr+1javK8rvdRaMAnlhWagTMCBgoEhiQCBoRXLZBKAFDAgYyAsDAkHLCytCnYABAQNFEgMCQSuSyyYALWBAwEBeGBAIWl5YEeoEDAgYKJIYEAhakVw2AWgBAwIG8sKAQNDywopQJ2BAwECRxIBA0IrksglACxgQMJAXBgSClhdWhDoBAwIGiiQGBIJWJJdNAFrAgICBvDAgELS8sCLUCRgQMFAkMSAQtCK5bALQAgYEDOSFAYGg5YUVoU7AgICBIokBgaAVyWUTgBYwIGAgLwwIBC0vrAh1AgYEDBRJDAgErUgumwC0gAEBA3lhQCBoeWFFqBMwIGCgSGJAIGhFctkEoAUMCBjICwMCQcsLK0KdgAEBA0USAwJBK5LLJgAtYEDAQF4YEAhaXlgR6gQMCBgokhgQCFqRXDYBaAEDAgbywoBA0PLCilAnYEDAQJHEgEDQiuSyCUALGBAwkBcGBIKWF1aEOgEDeWFAmYb37wPwPiQyr7NCXSHAgEDQCsEiCCAUfgwkBj1A72b14N2sDZq3bIqFJx8UfqD/gxBK/4PXLFyygIEvxsDpJdOw954EvoH3UCz1A56ombT0eNy8egfJIgk8KlSDlYEmkmJC8DooAzZmCjx+9h4u5arCQTMZF64/hH1JT7hYm6rm51Jx7cp1pCm1UK5aNRhrijLhUuKl/zPomdki4v1jxIqNUbN8KQQ8u4/3UXJUrl4ZWnzTDPhev4nwlAwYO5dEeSdrBL15gIh0PZR1dwNo/Cf3H8HAthTsLfW++JqLYgeBoBXFVRNgLnAMGDk6ICniHGZNn4de3bqhgrMF0uPeoE+PjvAL04deWiiCtV2x79BuaD46hLrtl6Be05IIfvgE73Rs0MTJAi/evcCrBAOcOHEKnpYpmDz8J1x8pQG9jGjEGFWFz455KKbFhKYMzBjVB3eiZChuo4lbNx6hdNUfYClT4Pzly2jUdxHWTemK4xsXYsXeG9DSTMEt/xCs2nMG0kvL0WHRSzx7fgl6ry+giXc3zDn16D9D0ASR8x8+GiKRCGKxGOxbXcQSDejq6EBMVRoyLehoaapPfbVviVRGc2qDQaGhqQXtApjzq11MIR64Vs8/sWpKH5xb9id+KF8Wa448wM1dS3H4piEOXD6Pi9fOwPnVNSzffgcatAbpklgM+mMLzvjMQIb/RVTtNQWXz26FUcgDXHoYgtC7B7Fk7V3U9G6O5o2q4N6BVTh9LSgTAyJaz1gYuVfFvgMnMaKFGV4GJ2LNrgNYMsIbJ7YdRKwCqNK4PQZ0bo+mzX6EScpbguEe6nfsB+Po+zh+KwA3TuyH0qkWGpazKcSYzV/QBIL2T/BJREyenozo6GhkyBU8MRFLpAh/fReLV61DbLoIj64cxNrdRyEXSfnz/2Sa/9dHQnMGPrtOD8ZmJCnEuHNuLzbuPwWlWGC8/x/uvvS8VFMfvSfOxeOXzzG4th1GL5yLRw+DYWztAnOGbi0TWOsaIPpNLBT0dpFq6cLMSBecRARtbcDK0oKfUl9HQi88JUKff0C6TBuBr33x5IMCI8b+jvIO+llgcRxgZmHN3ztSHTGMLa3BmDcdLQ3IZCJIxArsmjYWo2evw70HL5DG0UlFEjQsK6BtVXdsXTIf6w9eQe3mbWCqkTXsd38gELQvXmIRsfgibPtzIDw9y2DKzivQojeyRKqBIP9L+O3P6YhMFeHGsY2YtnwLETQN4uLUk4gg1dCABn0kjI2jIhZLIJWKIZZI+HpxZmNVvYQfVyJRLZNIJObbsP6sHZvzzf2TGDdtHhKIoF3ctwqz1+4mgqaaU0rnc87F5hMRV8nqNKTZhDZrXKoTSl4Y4HBl7zZcuuOH4LgEJCSmwMuuNGq2roGoN2dw6IYfHp/ahyNhEajdwgNIy0BGejoUSlJjKRVIzwDkqh9UT+cylLAvVx4G4gxUadULk3+fiHoNSkDHjChfZpHLM6ifnP+lYMc0HityBfWXc+DohXrl1AW4ePfAmKFdIM9Ip3PEtkGMnoM74/b+pTh0LxHdOzXh+/1X/gh38BeutIgIUHrUK7qJn6N8FS+c27UXEd0awVRGt9LHIqc2VaoLESNNCYcnvg+QmKqAU8kysNDVQGRYEOLSdKArjcX70Dg4uZeGqbYUUWGBSEjXhiYXhTSpGRxszcElx+DB/ReQEwfm6kH9tcVE1HKLnCoxVwRNmRTP/X0RHZ8KG1cP2BlrQQGCPTEK95++gkTXBJ4ebpBwSmSkxOHhg5fQ0DNGSTcXiDj2YAglGwPEZSEBo/p3QxK9W2zL/Yi1kwejRDEplkx6hRmDukFKiv0B87aidz1XBN24D68ypUHLCLGmMcrQi89IW0I/tOFexgumumKYlm2KHWtHYOzEntgo0kSlH7tiQhVqwxcRHGnNjGxVXJ2FnQdKco78GUMLJ5T2SKdx9TF+1TQMGr8IXe+7okrF2nCwMOLblKrfDjWsfsPTEi1Qs4QJX/df+SMQtC9caalMhrsntyMgwxGbxnZGp47DcPFRIH6q5vgXI4mgIZJj06LhWH3kFYyl6YjS8sDOHSvgf3glhi+6hkpVSE9y8xF0qv2EYxvn4JLPEoxfcQPKBF/U7rkJK8aWx6BfuuFJqBTi2BCI3OvBZ8uKLE4ve3Kai1b18IaJmL7xJszp4XmXbIYN29ahlMZbDB46BB8SDRAXFYZKbUdh8VBvTBz4Cy4FpsJElI4Rs9ajUUXHLO4ge9z/9lHF9gNwkT4fl+4jF6P7yNy1ztU64NqZDqpKI2+cvvg4s4ERdpy9ltW4XsexuEOfT4sGpq48mFXdZawPumT+qtl5Fk51Vv3w8u6Hq/T5uKQnRSGWXpotW7SATpZ08HGr7/O3IHJ+0boSsVAmYLfPKZRp1AY16nrD3VyEg8evACQyfq6ISfSLeXkZM6f7oGKdNujRpTU+XNmCnUd9IdPkkCBOwfj5Pti5YhL8Tm7B06AEaGooER4TgOHzduFPIjonl0/HaT9L7L9wDReObYfivA+2nHpC+pTcChIR6dXSwvwwc+IaOJdtjJ49foLy1VFs8bmFizuX4diNNPz8Sy80r2KDDfOWwPfpc1w5cxXVm/fGGtLFVXI25fWCn7sWob7wYyDi1Ru41e2Bvh3rFH5g8xlCgaB9AUIZsYgLeYbzt14iMcQXi5dugVhDjiunDyIsWQnS/+ZZxKQDi3z3AYkZUrx/cQsnL/uidZf+qOZiynNCWgbmsDDUhURPh5TJMiiVSigyMmBWojI6d2wLN3sDBDwKgLmDB8xJzNSxKgY7UjqHv4vjlc45JxWRbi4+JBjRsRyign1x9NQN1G7ZCw29LPDyYSDEuhwunzxCXJsFBnbvACuXcli0Zgqe+fyBRp364WJgLDQydXY5xxWOiw4GbKu2xo69a+FlpVV0gM4nSAWC9gWIlJIs53uBiEGKFYppp8LP7xVsy1RFhN9J+FwjHRQp9+Vk9SQDFRElBRS8kpaOSSFs7ugKY30xKjTrjeXLl6J3jx9RzNWQlLty4ogyqD0peqmdXC7n+3NE1DJI0ZuWlkYKYQlK1S2DYP/zuOn/Fo/OncKl5CTS4dnz/VXKYNWcGaRINrB2gKWVNpx/aI8lK5ZjaP/25NBpheIeLmQJ08Og3+dg0Zzf0bitF5TR76A0rIItu7aheNRD7Dp1FxIms/6XizwROzYux8XHbwsdFsJf38OS1esRSS9QoXyKAYGgfYqTz9ZIFMm4+eAe6vzSF6vXrMLq1auwZuUytCJC8fDSdYj1TOHkYAcNwqqBiRXsbCzJ7M5BKU8nn6KaWL3yNxxf/Ctq166LuevOQwkpdA3N4GhrQ7Yp4vA0deHk6EjGAxF0WH0xa74+naxmNTuNxbCODhjyUwt0H7cO/WavQscapMCX6cPJzpa4Qw5GptawNTeCplVJLN8wG0/3T0edWnXw2/RdSEoXo8mvk/BrS0v0bNUQ3k2644p/LPmwybB/4SS0JP1QhkcLjP+pFm+J+ywS/gsn5PGYP20MDlz1L3RXG/jkAkZO/AMhiQJBy2txRByVvE58zbqwV88htXKEqaYcC2b+jhu+EejYbyTaeXvlOS3jWiZMmICaNWuifv36WSbsPBt/1UqON49LybLIHGoZ4vhv4rAyCI1S0qMpiMuSkPsDM9cT08XXqUAi/Rvpu1KJs2ImfC1tPUhFCrLwM+6M2kkl4MjiqO5PbB1v9mf1rDDrKjGASEpOoR8S6OnqECxpfHsFDSClOZXEEbLbnMGhoSFDeloycXkKcrjVgYwsrHKO3EbUYxCp5MegeThyBUgjTlFDRu2k3DfVoUkI9lWrVsHY2Bi9evXir539YbdpTEwMTEwKwGqXGoKalcuh5pB16FTBEnJdS5QrYZ8Fy1Pf+4hNyoBrmQpkdFFxsynx4Xjs/xp65sVQykXVNuylP95ExsHQ0hYeznbUX47XLwJgammFwDd+SNe3QnlXe7x++hBxci2ULeNOq6IqIQEv8S44Eqb2JVC8WPY1Pzy2GHUHrcTVO09QihzgYsLe49mbIOhbkfXTyYrvHB8VBP8X72Fs64wSdpZ83Qu/h4iKT0OJshVgwsyvhaSsXbsWiYmJGD58eH5ARF6fBVo4nN0yF937TcTcs49hdGshRi08hHLFDNGdAn5lV26iRXnbAoXoyyYjgkARAPQW4IkZ68seNBEp/WVUQ4dESBhhojpyrWA6tez3BREK8iWSEqGh5iQfEhGkLzFrRzSL78P7man6g+ppqKz+jECS+xI0NVXRB+npaWx6lV8ZDcD6M+de9ZxMXGVuJJr0ITkTRNf4kmsMasMXIpCamoxwMvFXVVUY/16/fh3ly5eHjc3X93yX0Ytk+/JpuGOhjSf+zzF6wQGM6FABWxYMwpL9L2ChJccHpTN271sPq6ir6NBtCGIkZjAmK/jy7fvx/sJcDJt6EBaWhhSD+Qa9lmzFhPblMYz0ljFEyPSVsbj7NBj16taAIi4MF289xNAZu/B773q4f3YNBk7aBFMTI7wIjMefyzbh55quuZZESjfHu3s++GXEPOiQZPDqQxgGzViPvuXEaNfxF6Tpm0NPpIVVO/fg9f656LXwANwsteFVqxNmThqQRThzDfod/FC/EArkUhSx/vhj0hSU+2kWmpTSxrL5u9B18mbce3gXdekFtm7nuQKBQz2JVEOTD0/6jC5f3Sz3NxGOLJaWCJA2hTpJiYowYsZKTgKWfaw6pz7P6mVa2tDiLZSMEGaNmOM4u54RJh2aR02scrZXj6maIbuPup61zTE834z5rmlnEkZNBgfpzPJqpxqzcPxlnHBycjLOnTuH+Pj4rw5UBnHOJUgsP3X6Asa3KI2FS7Yg9N09TP99G8rVbIXOXdoi7MYW7D7yEMfXLsCbjGq4euUCju3ZDGv5K0wasQzNR63GhQuXMK9rHSyaMB8xKewNFwZzr4Y4Tu4bnT3jKbZTBzsPn8b49iWwa8NRKLgULBv3J2BSFp07d4aT6BlmzyFn6VxXTC9WUSo2Tp2CwCQ7vl0F8xjMm7kZ757ex91HoWjzyySsX70Clroi3Dy0HyJrT0ydsxlje7b+apEruUD8Rj8KlKAlfghASIIVRswYAe3IJ7idBDSuXZZkJH1UITY85nl0gaFBSpY8/9unsHn/CeKUJF+8yMy7nkuJwtYNK3DrZSgRtb9GJbOQ6pAVU0JUSUKi5tnD23Hk6kOeq/qri2ZcV/T7h1ixdh2CEghSerD/TWEi3fO7Z7Fx3zEoaaxzfxOOfzNnfvVlsDOx8/z587yxJL/GzWscJd0RlUp68JxMaaeSUFJIU+DLd4hPlSLk3QOcJUt1xz4jUdvNAE/vBcHGjRxpaSBNUytoZcQhMlKK0u6O/NBOJV2hCIhHUgpjf0WwtrXn7zdNAyls7JzIRxEw0tMkzl1ETs4x+PCGVAXpoTh75ixcfuiEvi2r574/6d5Tpsbh3bNYiDQSqN0Z6BdvgkFt68C1XiesntMdWya1RePe4/A8Nh0Dlq9CK5sgtGpYGyN2XuAlAx6w7/DPXz+F+XzB2pbmxBlE4dHNOzi0ax/SdDzwQwlLKJNe4XroW5hWLpbPM35+OA3iSq4dWY/x81YjQ6xFoiI5rOYgFqrQI2kuQsXChpiuin00ZJrkuR+EZQtn4KTvB8gonIjpu9RtJNRWXUTUPjX4GRZPWa784hsAACAASURBVIZ3UQroyThsWjIZy33OUSCztqqfujF9sxhNNgcbQyyRIeLVZUyfNx+votNIx0XhUEQ8WRt1+FR2V3pzZ8KnvhQ1PKye1bHrvHVyE8bNXsETtC1LVXAwXzn2sKn758JFJjz8uUzCnTUuk5cLsDCiFhgYiMuXL2dZkfN/elIZkIjvc3Q//F69wM6Dp2BaxxXOJdxhZkqEqmEPLFq4AH26N4almw1KlrLAs2tHcY90WX70sginyA53dw4HDx1HUNB7bN1zCMZ1S8KUUgsxzo99WGG64ZzHcpL3NTSNyBpNcZu2VTFn0SL8Pqon3KvZZBE0pmdlYU4iTUOU9HIAp+eKaQsXYcakwajQ0Bnh/o/gWL0H9m5djpjze3HR7x1e+UVi+OwNmNalGvat38wHtuc/zgrHiAWqQ5NZeKJX95oY2aYyOCmFiizYBpvkF+jcuD5ORhvjOMXGFWSRElEy0JchNiIQgRRobufqBl0x6aJIJIuLCsb7oEjokOXQpZgZKehJdEuOxdO3geT7RcSPdFwW1s5Yt5VuVmsnJMRHITSSfMeMxHhL+gzTYo6wNtQiAwCNR7qpp9eP4s8piyBy84J54xIUsKwLfR1Nehu/QFwqB1cne4iVcnKUlSEw4DUi45JgRkpdWxMx7Cv+hEM768HFRg8REaFIJgWyhjIGGVITWJrqqcRU0oPJJAo8f+ZPgcpSOLu6QIdEWnlCFPzeBbFUHHBzK85zeLyora3yUdLU0lGJvvTW15SK8OLFU6RkcISLEjAkc62ICGjE21cITUglDoKIqJY+XBztkB4fgacBQRQuZYoSTsV4v7lswfnrriIjrM+fP4euri6qV6+e/5MRLpyL10cVFx0M7Noe0VolsW7mEJjYm2HLttkYMOFXnFoiRvEKjTBpZnV0nLQMD6N6oUfrZuTX54G169dh6aZV6DlsOpqdXgxzm4q8Pk5bokQxct+xNjHgYbYs5oZ4YzP+2MjSnizkFN4m0cGf2zaiX/9R8K6zE8bm7hgym0TQzKKlZ4Lirs704tTCkKVr8GboMDSuWwf6+g7oO3MqyppmYHb/rnibnIa6Aybh54pOuL1mBwaMHU+cmSkWz54M84J9B6lBL5hv0p0UcEnnTh/Zwx09f51T0szJ7+5wPb27cEcevf8sHPQW48aMGcMdOXKEIz0KFxsb+68/aanJ3IpJnTl9M2uuVuNGXAl7S65B58lceFI69/zWXs67ViWuZq1anEuZytzSg3e4hDB/rkvD2pxXuYqcs4UJZ+pchTt44RxX0d2Cm7HnBvfy6jbO1qY8165TM86rhAvnWK0Vdy8ggktKTOLiQv24Hj+6cjKKzCxeqhK35NRVrn+rcpy1WxnO27sWZ21iyY1aeYBLS0/jzu6expWrWImrXaMq51axKXfaL5R7cmoFZ2rnxN14Hc1tntGPc3arwtmaaHBdx2zjktNTubjYeC4hJpibPqw1Z+takqtQ3otbtOUkF/L6GteybnmuTIVKnKuNNdd00BQuOiWdWzf5Z862SlMuMj6e69qgBNd48CyaO4VbM7Mn51WxCle9YlmucvNB3MvIRO7yviVceZfSXMUKnpyhtjZXd9A87s3LG1z7plW56jVrcSVKe3LjVx3jEvJpXRISEri5c+dy69at++R+8PHx4ZYtW8atXLmSW7FiBf95/PjxJ+3yo4KszfwwFBjOKT4aUKmQcxQs/lEtx5Ehhr+ns04oFZ+0U1BfskqrxmbHmfOQhZqOc8/E5sg8nT0k9SW/Q3JTzKriyNhEddm/OQYfPTM5C2tDQe2FrqxZs4ZbsGBBfsFVsMYOeUIkedXfROUGlMOpbjWejdZ2qIj1Z7aignY47jwIKBgqrp6FOKJ0QxtMW7kL+1ZNxFWfVbjmH4Cts6bhbaI9fh02DJXMokgpuxkv7l/G6cfx2HLyCkZ2rAS3+j+inrsV6UXSyD2DRBT6F530Go1+mY6LB9dD8ew4zt15SSIrWTINXUhJPAnmsMasDYcwpI4HEpNTYV3qB+w9coY41jLYu30r4mKCMWPsXJgTdzBs2ADohp/HwuWnwBFnJCcxhXFAYlEGPoQ8x8DpGzG8a3XI08iaybi6u0cxj2I/Z246hsunj6FlVSdsmTEJj5PL4+yN2zixYSburl6Io3eDSDzO/Ypm4mbUswuYMnUPajbvjiH9fsKzk6ux9/RjCpfaDAPvIbRuO+FE1uiePdrg4oqpuPBEAwOHDUfTsgaY9+ciBJNfFDNa/J3CFPwsl9znPp8bg/VTF/Uxs3y+fftWXZ1v32J1NhTGjX80KnOhYRlLPi4su0k2hHSWOL2P2zFVhlqc548z52EiPMNHzsL6Zp7OqmbXzVQROVBBnDPL3pLVhG4Sgo+42JyFtWH34vdecl/1V77ahDe38FOjX7Dg+lO0Lx6OJp2HYeLSHajpZootM/vgYNjPlHZn1FeGInt4elvCytYJnsWMSMlKaYrTxAh+E4iAl7GQS8Kwc9tWiMwq4mdKtGdsbwETaRD6tG6IJBLJhk78EWIug/dDYyPSKwYaJEY62RWDhk4atPW1+agB1WzkXEs+YozsUUPWmg9vsnJwhhGFOmlbmED0gmI6I0IQFpoBreBH2Lr9GUpUb4Xq5Z1IbPWjh0P1qChIf2JVugZFGnQm038C+bEpSUwFQsg1QKnpgFKOZhTepAlHysX19v57OJdrC2N69rRKusNKLkHohzhY5br72f0vQsTrACRSRMLT26cRSMrppu26wdPGDFEVS8JvyQI08N0AQ6+OqOmoixUPgkkZLcZ+IsJkPkPP1lXIbUUVIaG63s//ZQ/tmzdvEBYWRnrAT58w9sAysZvpl65evcrjVT0acW+5HnrWlkVjXLx4kbcCW1qqfK7U7YXv/x4GCpSgsbeQFv1jSm0uIwn37t9DTLLKF4rpdVjKm4IsEtKDBTy/hxP3n5JP3Cm8pnQ+rh4OCHY0hyytLBatmwFpXAB8Y+QI9z1HaXu04eTkCD1jG0odY0ZEKYZ/oBgxY4RKQQ8hC0PiFbcUAsUIF1/oS0r6MkiSEBkRQV771uR4y5S7ct4cr6R+JEVAx9iSEgHqwrBae2yY0B7hbx8hRKMYxG8eqeZhI/JKYTnSUlMp4Z/KmE9+uhRaRQaVhGc4d9MPZl5aiExRwqN2CRw8fRbPg9sj7MQJ+OtIUaqUJcJfZZBOUNWXhWixcC1TeyfoUYqbul1HY1jT0vB/cgu6xTRweY4vHN0c4EgOmi5eVaBPRgwHd9L3RYgwZdk6WIticOPVBzJ0kOXtb6QdYgQtNDQUz5494w0QKgTl/ssIGsPpw4cPc51gBFDNmalPsPFSUlJ4d47mzZuTLik7SaK6TUF9p1Iygc17j6FOy64oYZkHHLRr1MHdW/EsVoafWtXG+WPHULVpZ3hYG/5fEO9dOoSAVBO0aVSTb/vq4QVceZGAn9u3QNZWBP93lO+/QU5GtWCvNvNNrGa/C3ZyRhjIF0zXAvU8a+DA/MEYNG8vBs6ahx/cimHgvIXwEt+F9w/V0KzDCPiHppACWgdppLC1dXWHXrw/WrVtietBabArZgM9yiIq1tCGtZUVKeaJk6IEi5ZW1tClekbr+EBzj5po38kFs0d2wq6bb2BlbQNTCkhncOgYGMOSFMVSYwcs2DgPQWcWoHrVaugzfDGiiDDJKCSKjU1MEbQpZ5mVOXF0amJJiFOQ2OlYuyPmTWiNlWO7okm7nrj5OhGdR85EE/dotPWug8HzT2DCijXw9jCjAHhDWJmpvM+NTS1hRMTW3KseViwajG1/9EDVaj9g+orjSBcT90jpvTP0LOBBrgcn145Bu3Er0XHKArT1TESruj+gbuPuuP48ire45hK3/mJBGRFixOlzH3VX3qqaabVlxx8TM3U7Nh7LHsx81Fjsa0GW+3s3Yf7io/yUKRFPMWfuDNz/EJsnCA+OLkD3AeMpDlOOpPCnmDdvBu4G/D1XpWPb5mPW6h1Z496hrCwjaB0obuRvlWj/G5g6dgnC/m6HvzVq4WtUoKFPsb4nUMGzPxY9eoHmjq9QrFRDbDrvjwZuhlg66AfsI07i4oFhn2Dpa4U+8eZvCXGMSEMS5Y8yMNQnB/4MsnJqUPxlKhKTUijKSAvWFsZYPrYZpp8S49DuxfhwajG6TTuGvRcuo5q1BqVcJh0GxVKmUTZSGeX1J/4TqfRg8VEBWW4OJF4p2ZjpFPakTeOTToxZJskSqaAQJubJr6kpI/2WjMKjEpBC8ZsyLT3imsjlg7gxlr2Ujc3ClDKIm9OitrkK6WtoKMTFJhDXJ4a+nh4RAIKEuIKExGS6Dk0YG+hR2FgacWTp/HxsjAz6rYaDuZ4kxMdStIASugZmkCX6oWrlehQCtAIjWpbA+C4t8K5UH5xdMwnitATEJSSTyCmFMeGNRSZk8qO5wPr4ByNMTO/FrJTsOD8Lu0+KFy8Ob2/vXKLpP5lDnhqPp8/fQsvYnLKdqCIToj+8xYfoeEgJN6XIspsaH4Lp7Zpjjb8jDp+bjdLExb578xa2Lu4w1NZAcMArRMQmwaFEGegqorBocAcsu2KGU5eXwc3ckMZ/ATtnakvxtErC5xNSG4h1jVGawqFURYF3z58ig1w5Dizqj2Phrri0YxF/au+C/hjlE4RL+1cjPiKWEoZ6QJ/QGRcVguhkjlQfNkhPikFAaCxsSXVwceUktB55ABvOHETD6qVgRnMWhlKkQ584Jek88B4T+zXFCp1kBAcGY2yP1lhI7g0vHzxAsaodCxTHzJdMJRbKKK5RxUkxAFjKYxE9qHp6KrEhMSkZjbqMxYMnUzGEdFdiygW/cONW1HAyIgKjIF0auXRQP20iPrz4SfyTNkskn1nPxmShSyIRzaOnEqekRJz4emrDxG2ioXxfRhhYeJU+fVhhhIxFCmhTA37szNAp1Tx8E9UfEkXTaS8DHV3VdmVMlKQroTkp7jPzOsiKyreV5JiPEUlW2HgszbMW6QH5Go4InZ4jJo0bjeWbF6PzPsCpXEesnTCYiBnFo1IOez0imqykE8yFoTAC+fLlS17srEbbwv3TIo/7gAE9e+J+hBz6JEnM20IhTNE3MGDEfOLSlXgb+BZ9ZuxFJ7t78Hn4BgnJwRg+fSmWjmiJNs07YsVJPzi8P4q2Y5eimKkWPGv+jGHtrLDlxGOEx8vw+9T5WDiqI5o3aYi5Bx6jqXMCBg/ojRcRWvRCikLtnydhyag22Dd9KIasOg7PMi748OwJ7GpTeu/MwtYw+vkd/NJ3AKKf3oFh2R44vmsGjq6ZgDkXUvCAjDivr+9Cjb7LcOLoRmw9cphedFGYM2kMNNdtQdtS1uqhvqvv/H1F/h/UyIys8WOzpnjFOA5OF02bNqUA6lReTHAuWxfVfnD7PyPk7+lPiEKO4XOeY4pnK5dKWLbvMO+PxkQfZn1iHFnOkrNPzmN1m5x1nzsmlieTE0snQsGIEis5wpdyEEnVuZx/c7TLrM45T1ZLGoNZwtgOUelpKfw1qc/lbC8nf7Zmv4xA0x7DGW2mLqQnI2LP58enDn+HI1OPW1DfTIx9QC9HRmzLlCnzj6ZNDvLHqZO30WOpD/rVd4cBESWRvhdGjxyBmPRkHFg1EQe3bsZvBxZjfLNDmHnfDVe3LETiy4tkpJFTcgIODw7sRIK+G2YtmAVnEwnMHOwxvtV2TL5kg20r5yDj3TWkEyesIZPgysa52HcxhdJKjcC7K5swcdocDG7rgUXLKTRwyjHM6uaKbg3KIZgpSzMLuWYgw8AKM9buQImQE3Cs3BenfUcSl87C8LJXRpGRCl27ypg5fATOXdyILRRm5UlJSb/XUqAETdfBCyuOqPQNRQ2hjGtTk5evBzsRSmUKThzwAXNnqVHGmTcG5Pd8zO0gLTYQe89coQy6zeBirpuLqGXPp+Lasn4X4sD1LBjpgL1wbty4wRM1JyennKf+1rFByXpYuXwkpszpCZ9NFbFm9yboX/PBgJGrULp6GQSSIkqjuIorlRNRYoX9ZWSEpiaDDYf2M+bh8ZjRaNO4FuoOm4Z147oTl85eOGQMYh2oMJWAmNQdb+5/gEhHgWP795JqwBhDfvGGKCIAwRGa8CzpSBKBGSpUKE17Tqh70nzkcmRmZY8KZESSaXrAlZKHhryPI6dZciAinSJTjmuQnwaDhwHGDFCsKGl+sk7xx9/jnwI1CkQ/OYchnYfD911MEcUl+QARB8CHOGW+5NjvbJ8l1TG7oXhfIfpmYlBOwwc7x+rUOznRbc2PyRTbvD+RIg6r5v2G9WfvZ/owsfMsFCrz5iTMsbZsTvXOUPxNm4lRfhw2Z5YDUzbMajhEZLRIDH2ECRPH4Ma7KEr3rYJHDZu6XRFdJJ6gMX0ac+dgFtUvLXHvX8KydHtKrb4HBo9PYc8lijs+th+JdnWxYd1ylHYwRCqlW2JFy4xwmRyJ4Jg4yIlg8Uk96aX0yj8SI+buwNKhP2LP0pWIpLZMt8rSQ6kKOyZulyPLelk3yuBijPELV1NA+UK07VIB1hSNYakXjTPXbuLD85s4dOI6+ZFlEyIWqRL06jH23vXH7SNH4EuZjN09zKGjqY135Ev57N177CODRQLFjzKGTdNIk3Ygi0docBiSszj/TFC+o68CJWjM8fCyzzJUrloJ89eeAekui05hSndKJvYh4C1ekc8WabroH2kE378n15MM/m0YExGMyJgEJMfHICo2FakJ0Xj95h1SKQ8ZM36yPGoZyZRh4dUrBEbE8/nRoExHaEgEUlOSEPQhECliM8xbdwzTOlPeN2YIoHCk9+9e0zjvkUF6PSkRqrjoSMTGZyA2MhhvKBSLD66n8ZlOMIXmZONHJaSQiEhGBzKNBr6neL7XDA4imtRfqUiDkWMtHD54Es1L25DeJhrhkUlITYyheUgnRH52n8aJFp2lYpAyws7ybN26dYv3+fsS6MW05+WK0X3QpPUAGNb6BUPql0fTUSNRXHENP1RrhfAUS95th92+dfsOhJ3edbTvNw6hCm042jtQSJs24l7eQqs69TF5ux+mTptALtVEVEzMUayYKb3C6DVGoX+2dvZgrrjev07G8JYmaEtW4yo/tMLJ+2HQsvDAsnVz4Lt1DLqNnIEyVZrC1ZQyHGdeiEzPHA0qNcL5Fb+h2+/rMHD+KtRx1UftNv3Q3D0JbVq2QZCoJCoXd4WIVCY2VVuhbRt9jOjaBpdfR2WO8v19FaiVk3huBNJbZeHc6di46whc6/TE3In9YUobqbKiR177jnbZyezU6P5aVk71+P//m6VryaB4vNFYtvcxZIwgeLbE5iW/Ym7vxrjK1cWRRV3RsWFztJm7Dzavd2HG1hdwKk4xnDcewLZ6X2xfPRHpAZcwZNRk0G51iEpWYPAflIq7qgwNGvelN2gK7j6W4eLNvZjWuwEsm0+ht3szrJgxABuOvYCEFO82VTpQUPtoyqTQE5svRFFG3BT43XyB6gP/wJqJvfD2xh70Hj4LyUoJ7Fy8sGr1EpzbOAoLd97nYdZ1/xHrlk6Aja4MUS/Oo0bL3ljgcwPmr7ah5++nUKGSLh5f94VeRVJIr5lOu1ORA3AOfcz/x9P/b8G4069l5cw5O9uXgeWOa9y4MRGRL096wJGKIYV0pFqUtkn91lcq0sl6TZv9koWQRW4wjpoVpqfKUNDWgWQ1ZoYV9mJhDHIapTtSkgVcmyyefDumtiDDmIz5W9KzwHSwzBKufnmkpCQTwaKsLNrZFkg56TiVZKFmL1MWyK6OPOANV8RpM+Kbkirn9aH8JOwPOXynkNVem+J1FQSPiODkuW6+Xk77yGqrRNGsDt/uIL+tnOq1KpgrIi7H1q0s5q/Zi91EDN4cWYk6tLclU96yT++ROwsGji+cRSKTIezxSbJO7UfTrr9i9OCOuLFrPnyuRmPMuFGIvrQJbX/qjqQSjdC1QUVkpMXDL+wlfpmwHofWT8F14krP+QZgz8IpuB9kinGTJqKOfTKmTl6OaNJ9JMY8QZysBNZvWgAHQxFlpU3md1z/cPsg/px7Cu17j8KIvs1xhra3O3UriLi9BISnJWL++iNkLWuNo5uX8yLPmimTkWHbGpduXMPC8UMR73cCE//YjYYdB2Hs0M64t38RfM6+JJ0Ls8YqySE1WaU7I31MSPxbdBm1CofWTsPzk+tx92UE/xB9IaoKRXOmFGeqgNq1a/8jYsYugiXtZDnocj4gLPMJI2asqIkZO5ZokLs4GViY7o4RUbW0r0n91cSMb0dj8sSM/aBngbVVEzNWpa2tk4uYsTopiZCMmLGiJmbsmG0yTUwoO8pNzFgVT0RV1mt272apEPj6wkPMGKj5XQrUKMCAD33nhxULJ2D15tNwa9Ad60f3Ip8Y1YIZmbnk9/Xly3jspmOhRUlKMW6e2oVHlJGjUbN2sKfkedae3qjvoYF1Vx9hxLKZMNUS8WE7FjbOqOZqQyFQXiieoUG5tD4gwD+C3uypWLtiGd10zmhXuwqlqaFoAXoDt+szHB1a/oDUmHf0lmZpfIAgv9dIJbeLC4e38t7gTZu3hS05G4WQCGFUzJlcAgzwwdqMHigNpFEK6Je+CfAcXIlcPqTQp8yuD7edpc2Kxbhzbi/8SP3i3bQdiS2UAYR0PayoHVUZcdMi3yoXu2LQgTE09bS+aRruf7tojKBVrVoVrq6u/3YooX8Rw0CBErSEF9fRvCKlGBabYMKkbRg3vA1Il1noC0sdZGZvD01SxLYfPhu9ajviyZM70Le3JIXsWpwKska3n8th67zZ6N+hLoVwyRD6/jlOPXwOVzLl+1P+M+eSdpDbUT44WUms2r4YuinBuEdbxjFazsKQmINrOjnjMgmPiUvMembh5EA6Fil6TVyEtuWt8Mj3DqwcDXCLlLq81ZX0y0oKW6LsD5BoG8C2GFn3rl9GSEw1xAb4QWRqQymEpGg1ZDoGeBencKbbkFiYguMtc6p4Up600aQsrpUptPm9EJjimil6imBh6omyZcvCyyvv/Sm+9SUFkYL/LMso27oV9FWS6LcG6buav0DJSUZqIkpQnOKla/cwZWTRIGZstZkewq56C8yb3BZzB7VEpcrVMXnxQfLAD8WaJTvg3WMcFs76A7Yafli25zztxCQD+c5jw+T+6PzbUrT97U80KOOIHlOnw1N6H/WqVUK9H3/Bef8QfkMVY2NTSnyZ6ThLlMTQyARaZEVwrd8Bs8Y0xITuTWhn9RqYtvo46cfIeVbPgPfOZ9SPbYBiYkyxgDITjJw7D0bhe9CwVm2MpVxzZpWbY8HUn7BkeDuCuSomzN+DRPI9YVZREYlPJiamfKgWE2tMjI1INCHekK83oXpmkytahREzFxcX/Bun2vy/4gycWLUaxy+94Yd+Ts6uo6fNQwiFtOVnUcQGYf3cVRS3+53HNv0fpBWoUYA5ZTLdxJe+/L+9UYCwmGnljIqK5JM2GhiZEceWQYkYE6BvYMgTgJTEWChpW7njK37Fb/uDcf3EbmiSV72+qSnEZKIXkce/Ij0JMZS8kYVUmZPVKiM9FUlJSZS5VocSLNJmJ/QvmX6LyROc5f3XICtnZGQkcXEgQkdB81IFfz6dCBvbtUlB/ZPT5HyyQxkppdMSoxFPOxLp6BsSN8hSxlBaI4KZhUvpGxLhJK4ggwbjSNRloV3aFFkgIktrMimWWcJEEZddzyyi+V2+llGAcZfW1uS4/eOPpM9S6Y/yC/YUSt75ITQKxla2MDfQ4YeNeP8WMYQzUxs7mJKIzsnTEBKeAHNzA7JKB5A7hzWKGetR8tDH6OBcE1yLqVi7sAvMZGQZD4tDCbI+JkSFQ6xtgvTEYMSliOHgaEv8OBATGUJZlHVgYWKIZLJaRyWQQcjaireUx0WFIiwqHoZW9rA0yLxOWrOXF7ehRr3BGLbxOH5pXRFWhjpIj43Eu/Boilk2pC0RLfMLHfk6Tn4bBQpU5FSlec5XfBTcYKRnSqdUPYx7YoWjzBIs/MfEyJhXsDP/Ik1d2hOTiIixhT1KuVE6R+J8jCmDBxMP+fcxI+ikLzMlPRaNwMc/MkLJCCLTYzFxk8l6uvoGbAK+Lj1DBCPi4Fjh6MZlSTw0M8OTmAVSQiFShpRugRdTiZOUahqQHo+1ZSKlAuk0sUEWzDQnETZWmC+aoSGFYZF4yxFxNZSpxmAK5ax6vmX+/+F3hicCpNbhfTwDU+izwvt05TjJXDHy6sPaGRoaol69evlOzF7c2odug6ZQoL4m7J29sGnzCgrSH4EZKy5RmBiH+AwTLNm9C94W4ZTjryeKV3FGgO8zfEg2wO5jBxB1djHu00sH55dh7EZD9HUMQY+Zx/Ho7mWsnzYEPveSYWWShMc3nqHx+MVYMaw9Fo3tBD/DH+GzYAzOb5uGgRv98JiywYTc2IE+o5by7jjhaQa04/06NPaiOFNFLNZsWIR4ciZaN/tXyC02optNALr1+gPJ9BKNCQlD29+XYWaf5rmMHDlQ+90cFqjI+T1gjT2MzNQuY1p7Kuy3ihAxKxQFGdPDVfen0Ti0bgHFAabzYUI5RTcVoVFSv+zanGOwMXkiox6UCB87n7MNP4b6PA3D3ATUm7Qwwqhqm3v8j+toFlU7fkLVMTvMVa+qyNe/DA5bW1tez+Xp6YmPP0z3xVwfGPGqXLkyKlWqlPVhHCS79pyF/WYcGduv1cjIKOepfDhOwYqJ4wDnn3H79m2s+nMEEp+exuhxe/DrqmNUdxNN9SMxafpWnuAlxD8l1UQ3XLt5CSW5p9h88AJa9l+OxuaWaNR5LnaP7U5xsImUeIB0pQSdIoO4L8okt37nSSwYRgRs7WIk0QmObXGojkCglxI7FqUnYN7wMZBY18TYsWNhl3obf87ey48D2sNg8sSFsKcUolNWn8CkH90wfehIaFUdyMO95bcuWDWOkn2GF46Y23xYmM8OUaAc2mehKOQn2B6bzPyelkJvh2+4vQAAIABJREFUWuLMbl48RpvEOqKaZ3G6+VhAFDnOUkDLtXOHIDd2ww+ebjxh++qXRcowkZxygR0/DssSleFORgd1nrN/MreMAurF9DClkij1xXqBvzkhI2j2ZGBxcHDIswfjzm7evMmLv4yY5SxscxSW5FHNwTFixghfrVq1eHEzZ9t8OU6NxvNH8fAaXYkXBa1KlMTrw2eQorRGRQ9b8pgQoayHKw7dCKE60j+Ss2xx95KQkF5Tz9IgM9yIOG3ikllGY1Who8zQDvbisnCijVfIFUSXrNUsVjaTgSbdqorXYC8qFqqWGh2Bd5T/LEbjEdaufQGTkg3hXcU96zL5lyD9YtEjUJCD9OM4VO9Vnp+1eMVy0InajYhIun8tsn3csjp/RwcCh/Z/FlNED1hq+GtsWrYVgbEK6Ggoydl1OGZvOU4KeW16uFRikBTJWDVrKGbtOsenH2JxeuzByw5Byp6I3XTqfuyBZIWPv1Mf0w2fc9co5vHPj5X5IPDt6ZhFXmjIY2lnoD44dO0Zn+lVJZax0CjVuOyb9c01HtWxhyq7nsaiLBJXd23H0XOU1ofyuKkfPx64fP7DiBoTEz/3+dx0Obkzdsw+jItzc3P7XJd/Vy8zgKODBNcvngPtv4AXvhR+5FSC0vS8p5Ckx4iP+oC91+7CuUEJ2lyHicikEuBjJslqTAYKFbyUDttYSYQ4isKQmBU7O/yJESGWwooVVZJP4sQI8cwh9sm9twgNC8CxY0d4NxuZgQlsHUxgU7Ed9uzbhzWL/0CdZiWy1klCzrgijVRER0aQ4cgIHlWMcf7sOYooicepw0eR5GhJejS20d73XQSC9pfry+IlgYB7pzFq+FhcvP+G0lTLwTbn1dPVQmxUGEIoF5WIiFqGSA9Tlh/HiiHt+JRCyowU2sIsEDG0W5KauLCpmLiamhiBoJBwXrSMpcSEzO+MhUvFkIGBEZr01CSER0XT21pERgFKXhgSjMCgIMSS8l+D5qJXOelC0hEcHITENNoWj0Qx1k5Biuno6ATIyfAQGRXLW1ATIsNp27cghCemEAEkhpw4zOioOBI3OQq5ovr4ZN5JND05FOsnjsec5UcQFp/Iw/SXqPnGJxkxLF26NMqVK/f1IBHrY+yylZQ6aDdq16iBMYt2Qc+1LpbO64s1v3VAjdoNkOLeEvPHd4OU8GluYUmxlEz/J4KxqQUM6R4h8zN+GtMVj09Ox+Alu6BB/n6W5mQkojO6hiYwNSJ9KRVNcruxpKSbbGf7Lv2Hwij0BBq36ox4mTvcKB+fSMcIUzYvReL1ZahA19y0wyg8C0vk+7I/OrZe6NSnPBaMaYfV599g3MKVkL6i9PYE95wj7yjd1VK4GX7/fiIFauXMwv4XHnwrKycTNZH8lrYya4Y9Z0JQzM0dQxcvx4s1Q3H8pZiyVMjw/Gkw+s5bh0ntK6Bnm7pIL98PawY1wIB+ffEoMI4U+jZYum4TObTSzUQE5e3Vw+g1chQSpVYoVdwaYe/TsP3kMWyb2BLnYorjyOaFuLBxIvotu4ILZ07gkc98ins9gjQKeE40LI4Na1ajvGUGpvbrgk23g+FV0gYPbt3BsKVH0a1MMhq0nQIrUlC/i6+KuZO8sWzuaiRQkscIuS7mrtyKpk6JaPJjX5hRGu0Av8e0uYkeVu7ZC+mDOeg+eAPStM1RtkM37J4zEZQOkkKfvnCx/mVzxjWuWrUKxsbG6NWrV67R9hFnwoLNGZfDnGZZIkeeSOdqlf8/lJQuPoGyzGqTuwyfkZimSEqM563d+mSMYMSJ6S6Tk1MoKac2/9JJodhcZgDSYmFO9HpIjCdRmQw47CcLbGdRCBkU1sQMSzoUZcCSfKYSNdMhsZ9xaRmplOST9oAwoM2pU2hcTYoPZfMo0uk+SGE58/SgSynTcxUunXaVT6FwLT2K4ZXwIVmJtJ2dhqYezfFR21wdv92P/LZyMhwJ5TMYYK4NOXdsmr3+EIbWKUk7PaXCwK4Utu47jkENHLB5zSok0M2XksRuQg4hDy7i0Jnn6E/7Na6ZMYE2KSFFPXFbUi4FGxdORZJ1Z1y6cAoldcLwIoY4PJo/PTUFySSSsLuZ3dwJlFSSWSRdvGrjt9+n4M/xv4LzP4Vzt58h8P5RLDvwAot2nsL8MZ0gJT0a4/LIjYz29LwFUTFvzJk+AM7OpfDr2ImY/ud4UiI/xf7D53g9T2yMH8S21XDm3GmU1wrA2q370LDbdLRxtkOVhqMpLnUCdOnhKGhi9pllyFXNODPmnsHCmgqCmLHJxRq0zwMRLjUxY3W6RNxYnfoBYioGZrTgOWg6z/ZdVREz1ppcbAwMKESJ4jYpQYEuETO25jJSWTBixgpL2KhLRIsRM1Y0tPR5YsaOWRp09TwSSi7K5v2EmLGGlEDUgMGZuasXC8libQsrMWMg53dR4ym/x/2OxmP6LErdQ7eUBjnMsjAo5qLh4F4GxUyMYOxgReIbeevT08/ERSXpRGxrNseEATVpw9eWGERJAmOpLxM75cnRePYwBl6VqsCMfMLqeTcj3VU2CyQhPzTm+sU29GXxd8zQcPvoNowfPQ6L1+xEdLqC2qfi/aOXEBu4oYyLFdzLN4YzBfSrN2fRMDTGwFET0KZZNby/eQwTR4/F7IVrEEAbvUhERPiIsJKSDx6lvXiroCFt9sKCnpniWUznWHZctrs6e0BZyqK8dIDfanEZMWMPKLNo8hmBvxUgwryFFgNfRNBe3/JBkzqVUd67DY7eeFNoLypfASN6IyF2XSlOIQdY4pqIcDGRh2VbIHUH6a2yt29jYgd7w0aHRKJ5Pwok91mIlzuWYt+dN5RzjIgasf7WViL4PrlHaYZCcer4EbJKsjxnFNRMxPLNi1CyRIXh0vmTJIpQciJyuNy8bCdqDp2PvRtmw0RPg0z4gAkRobTIp/B/Hw7fG0fx6j3bpES1lEzhzggU0qPhs2I9DOr2x5EDG+FkSSJOpisAU0ZnsIHom4VN8YViRiX6tBcCRXMwPU4wBeN7e7fC+WcxfAqifMXp/xmM7frEX8NH7Zh7Rr169b6Ce8ZHE33jn4+un8TJ64++MRRFc/q/TdDCnp1Bk+btcfLaI/ieO4BWDX/AjjP+RfOqvwBqJT34ZiWro+GPZvidOK7N117C2Iix8aq9AZjYwPJfsaKto0+igDYRmzf4tUNzdBo0C07eHdCqrAOliqFYSakRhkz/E7i7CfUbdsadAJZHjXKWUuqZVp17wjL2Oho2bIZn0YawNdIjAmODnqPa4Pi8AajfegxZMSlUiYiQR5OuGNHJA792bIjf1p6Gu0MJaJILAeOy9MkpV0qyp4KCrzoM74qw84tQtcZPiE/Rg7GOJi+aMsddTRJLiC4TzEy/QpvCUFh6k/7t8ObGUnQeMw9xJD4/e/qSNkIhnzBGpQuwMG6WEeachb1EqlevDjs7u5zV3+GxAntXjcXYVXvzzJCsTAzDjuUb8SyINqgRyicY+NtGgQOzO6DfhmScObMBBlF30IniDO9m6JPidhi6tquJa6eOwLbCz+jcyvOTSf5txbcyCqjhZoRCnhpLSRuTYUhe+3LiYpRiLdJxaCM1KR6kL6YdlfRJ8RsLjnyRjAx0aSeecN4iaswCxLWIo8vkjpg4mRAehjSpAZ6fX4ru04/g8tVrsNNV0s7p4YgnVyFm7YqLjYMuRSFokUgaGhpGui9d6MrI3YEUzSzkSUQ7SIVQOI6BCfkvUZ57hVQbWhocbynVMzAifQ/bPVtC+4CGIE0ugxFFLNB+VqSnkdHYsZCRVU1Hi2CJI5gpUkCfrkUiUiAyPIp2ateCib4OmfwTyRJHOhmiZ9mCsRorX+ebGQU2bdrEi+gDBw78OpPk56jElUeTRdnQxATR4UGQa+jDmrKgqEtURCjtKJYB82J2fCKGNNrRK5myr2hLkum+0aRIE10kxUcjmnaHMraiLRFpj4Ew2oQlmV4wTrYUrkRhaYFBYZDpGcLCmLKr3N6LqlV+waBNp9GvbTkKuyrarhj5bRRgJpi/VcKeRMGhUgN40Q7isG+KPfu3ouXPP5M/zBTYW0zCzGmzUb2zx1chaH8LwK/YiDnPSjUNSRlNO6zTsUiTwp+IY2ChR1oUJ6dNDzzjKPgQI6pjYqi+qTkMiLNh9XIyFKgL81PSJZO+MXn3vyOi4ubixHNUGeS3pGNgTtvHqcY1MjHm+7LEgRa0xyfjUFhh30xMFFGIkrWNDd8GBBuDhzUxMzXj3UHoF4mYcnIfsCL9H/tF6aJZX/oYU+ZUVagVlwUzq1dwEphaWtFYLNqARFuCQe2wyU8u/PkUAxkR6Nn2Z2i7OCLwxSO8CUnAVNKb9vyxDM7umYrf5h+BBhElrlgt7N62CIHHlqPPtLPQSr+PYjVnYeWv7ujQewRthQi4V2xMCThp/4EZ/XFZVBvH5w/A2AG/4NSTEBjoGGDlxvXYu3o2osn6vHpaXyTqrsKMdjU+hek/XPO3CZpTTWc8Gb0Si/dVRJ9W3rCv0wbnb1/H+VvB8PRyR3mP4qQgr/LdopIRANJJ84Udq4uKMKh+5RSTch6r26q/GVFMTU1G2Ya9cLhBLyJOpI9jFId8xNRFTcCokndAVderv9l5piTnCx2rS86QKlbH5vq45KzLDScjltntPx7r43GE3wwDlOo73g8fRDVw9gxZtQc3wuTZq9CiwgCMHjQX1QYvROuKWujdpQfWH+iNZvoiPH9xDb/+PgcdmjXE/R3j4ZdgjhM7V8JeRmnTacTU5CSkUBB70ocn2LXrIgZvPoYu5SygRQkRxk1YgH0bfsLwpeT+08hJWIKPMPC3dWjVmg5ERb1wDBs5AeoMJca25dG2bTO4kU9Qk1ZtUbWc7UfDCz//GgPZYTB/3U44W5gxoCROvF71GjAm/WkNr6qQ+4UjgPSP0dEKPLzsg/nLtqN87RbwMCP9KuW9M3Epi99+G4KqXo6o/7/2rgIsqqwNv0N3d4kIFjaCgS12d6256lpr1661Fnau3dixdqJY2N2oCCjdnUPM+b97h3Td3dEfZdB7eIa5cfI9c797zpfjp2GQUyZ6tmqI2Sfukr4haV+QqJuRYEebQicuXjgAu0lZtuukxfhAK31lYn9wibMS+da8TXmeg7y+yUzQdCxr4vilq1gyaSAFhcgrLnwLCAgIkIcneF67ioj4OHhe9oaqkwUsyVZVQ4diGvwyHxfOn8PGP+fCua4FmJhW47QKpnC0fIoMFWP2hpPYT4Rrn/tCvEsS8ywIRkQyJSoCLh2m4hoRRdH1/dhEgYqVtYlnpkx6iqSoKybWxvFVk1C/63Qk5Aqrf/TZkHnLyQFlVLkuplJY+wu7tuFNgtTsQtfIEV26NoSeBmfmISQBgR8PAc4tVs67W+ja6gyCElWw9sA4mJW1w7r1EzBqTl+KgK4OE4pJO2fdWj4yvZ6uDq9vyCEV+uQy+gwciowcRQwYOQoVyKWTsro2dBU0SfiUjNkDfoYvEUG1ah0wojEZoxuqoMfPNbCKVm0SDQ8YJUXD30/Eq9r8eMj/fcQySzm5onfPrcaAUYvwLjCqSE3m5Spjzpa9+KXZ17GrK2kpZ5HBCidfFYFSJ+XMjEbj2pVRa+Q2zOnlCglp+BuQekxeSk6MI3dB2WQpQDEzKd4EZ+7EST11yHKAU6LmUgLZ22ZRfE5jY33+PJ0k56TQAx1N2qKmJCIxLRPa5NwzPxgUmcHFxKVQnfpQoUhOycT21M1VHeIrKEX/SkzKGfvmOvr3m4xIJQf8vmg27ElRk0vpEQFYt3ItxvYeiFoPbsK5TIHIuhThKnRVQODLEKBYqfYVHGFKRuZ6pELzcdImA3TtQhc5Dy169Cmc9IxIc6BQUtckM6ncc1VOXeNjFo+COoyIHydNSiAZt5ByEZB5y3nj+Hb4ZxrjOLlS6cR5ySyUurR3QfX6nbHz5D04j21R6I5wKCDwnSOgrI/tR65954MsPcOTWSgQ+SwcplY2qFe5KDHjhmruUBPG5OY5/HnRrWjpgUHoqYCAgMD3gIDMBI1zQKhEWtykcP73RDZ2pIBAhs25TIG/5xCuCAgICAgIfHUEZN5ycl5Tk2JCsGzJcmh97FopMx7RyWmonGsg/dV7LTQgICAgICDwCQRkJmici+Ck6GDMnT7lE9VIL2WTWx0hCQgICAgIlBQCMhO0lhPn4FCXnym6N9mlfdxbUgJUJdvEMg71Pr4jnAsICAgICHwzBGQmaBrkZaI8BUWtUaXSJzv38tkTqOrkiZI/mUW4KCAgICAg8FURkFkocPS3UXDr2BdRpMSXFf0abg2aY9PhF9LOpX5AZ7fGmLTg3FftrFC5gICAgIDAvyEgM0FTVFbmvarS7hIScTJu3bqF96GJuXWLyD+6Ku9/698aE+4JCAgICAh8TQRkJmhFOkFUTYXCseVF6y5yTzgREBAQEBAoIQQ+i6Bxvu9VqISKilQZTZGMcvlEPuC5lZuQBAQEBAQEShIBmYUCfADc9BQ8ePAImjGvyLtpDkLev8CjR0Th0sORTj7zuTxCEhAQEBAQKCkEZCZonIfU6MBXaOFSO7+vO5f/jJ3L809RQ1BDKwBDOBIQEBD45gjITNDKN2yB3ox86f9Lql+v7L/cFW4VRoBbzXKucr40FXHB/aWVCOUEBL4zBGQmaE1GTkaTkd/Z6EtoOBwxS0pKQnh4+Bdt0zlipkHRt62sBJfnJTSF/9psYmIigoODv2huuRgPWlpaKFtWWBz8K8j/cFNmgvbwyG4cffz6H6qRXq5Wrw/6dKz2r3mEmxRWg2xeY2Njcffu3S/+0Zubm8PS0vKLygtz8HURiIyMxJUrV75obrjANzY2NrC1tf2i8l93ZPJfu8wE7d7+bVh84sa/jqjdwMoCQftXhApucqs0JSWlL/rRcm/x/2e7WtAL4ehrIMC9sJRJb/NLhGRcWe53IaQvQ0Bm5Nr9vhim/cL4VkQKSqRkq4TQNw+xfNUq+IUlQUPXBvVbV/iyXgilBAQEBAQEigEBmQmarXN92DrntpgThwOr1mDNqvXwi81B10EzMWPqaNSqREFqhSQgICAgIFBCCMhM0KT9y8HD43sxfu4s3HoWjEouHXBw31z0avJ1gqOUECZCswICAgKlFAGZCVrom/twd5+GnXuuIV3fEtOWrMOYAf1gTGG3kkiqw7kUUlbRgIb6p1zallJ0hG4LCAgIlCoEZDZ9Ou8+Bxs4YsYNLzEK21fMQ5WKZWBsagYra2tY02f0rNOlavBCZwUEBAS+LwRkXqEZWNnB0dGRHz2nB8VJ2j5OBrpf1x8aJwHipHulXcLH9Z8by/+T8hRzv0SS9v+0+7XLcthwYyrN4yqOuS3N4/+c30hxj1NmgtbVfT26un9OV4s3LzdwTmExNDQUWVlZxVv5N66N+8HHx8f/X62KxWKEhYWV6gf/UwBwBC0jI4Mn+Nz4SmPidAy/NHG/87y5/dI6Sks5bqxpaWnF+huWOXJ60JP7eBoc8a9YWZatDaeqfw9z96+FZLjJRU6fN28eTwQ4HR1uhVjak7a2Nq8Y+yXj4H4IqampCAoK+pLicl2GGxunXMql0rgS536bXFR0C4svew7y5pazNPjeEzfW9PR0VKlSBaNHjy6O4VLYZxnT6fmTMeb4vyvWthmwG+c8+stY4+dl41ZlderUgZOT0ye3u59XW8nm5iYyKioKr1+//qK3E/fAc5YCLVu2/KLyJTv6f2+dw+bcuXM8UWvfvv2/Z5bDu8Lcyj4p3E7l7Nmz4BYsxZVkJmjOPQdhkp3LJ9sViYi3RSsnpwa1Pnm/OC5yPDvurVep0qdjGhRHG9+yDnV1dZ6gfUmb3CqAs/fj3mzfY7p58yb/I8/j2Za2MQpzK/uMcZ6vk5OTZS/wHzllJmguvYfApfc/1xbx3hfPAv/5fnHc+ZQgojjqFeqQLwQ4gv09sBXkC1X57E1xz7PMBO1TcIR+eIlbF49j34HTOHXtAdoP3oNWTcp/KusPd43jDTx58oRnen5K6sW9lbjtyZekPKECZwD9qcRtSe3t7QWPDZ8CpxiuCXNbDCB+pSo+m6Clx4Ti9p0b2LxjJ7w8LyKeFNNEKsZo0KQThgxw/UrdLH3Vqqmp8V4TvLy8kJCQ8DeDY46YfSnTmyvLCQV8fHyKAMO97bhVbI0aNb6YKV2kQuHkkwgIc/tJWOTioswE7cPD22QlsBaHjl7G29AY6rw2mro1w/PbV9Bx2krsmP2TXAxIXjrBER3OX1nnzp15VzKcCkJxelHg6i9cH0fIOAJZt25dVK9eXV5g+C77Icyt/E6rzNqdnsvnYN7aQ4CFI2YsXouQ8EBcOb0F5Q0BdX0t+R1hCfdMT08Pbdu2hYODQ746QnF3idticqsGNzc3gZgVN7j/Up8wt/8CTgndknmFpm1sCi11Fbx//RxeFzVhqKWPto2skEkqQ4qKMtPFEhpmyTabR2w0NTXx/PlznnfGveWLI3HEjHuwmjVrxqtyFEedQh2yIyDMrexYfYucMlOiHsu24vG961gw5Sckf3iIiWP6o2INNzwiZe53d1/ALySSN1D/Fp0ujW1w28EGDRrwH46pXxwSW05/h1Nl4fS1OL00IZUMAsLclgzun2pVZoKmrKYOh6p1MWX2Wrx47QfvY4cxuFc7lLXQwoU9M2lLVRkLNt/5VBvCtUIIVKtWjd8acm92bnX1JYlj/nPEjNvGtmnTBrq6ul9SjVCmmBEQ5raYAf2C6mQmaOcW/46+Q8cinpR6FVS00bBLD+zYfxIP79/Gkc0r0bKmHV6/CPqCLvx4RcqVK8cTIm6r+LlEjSNm3IeTZHI8M44wCkl+EBDmtmTnQmaCFvjwDi5evoGPzcINLKui+/AJ8Lx9HytmtSnZ0ZSi1rktYrt27fitoqymH9w2lduuurq68lvXL1X7KEUwlcquCnNbctMmM0FTVFGBirIiUpJSkJLyiU9qGowMBWnn50wlt0Ljtozc1vG/iBq3klNVVUXz5s0FSebngFxCeYW5LRngZZZyKqmoIjLgGWqVs4HCPwjoug7dgW1LO5fMSEppq5zdH7d15Gwznz179kkJaJ4kkyNmZmZC3IbSMtXC3H77mZKZoHF8GwUFRegbGEDxHwialobKtx/Bd9Ait3XktpEcUeNidXIELM9cKk+SyREzgflf+iZbmNtvO2cyE7ScrEyY2FXH7ad3YPoPdKu4dKu+LQTy0xqn4c/pqnl7e/N+oriecTaZTZo0EZj/8jNNX9QTYW6/CLbPLiQzQcsWZ9BDJvUkSnxpIX0lBDgCxhG1q1ev8nEa6tev/8U2n1+pi0K1X4iAMLdfCNxnFJOZoFVr1w3Dq6ZDXSBmnwHvl2XlpGRdu3blhQDCqvfLMJTXUsLcft2ZkZk8GdtVQI2qlaDMlZDkICkpCRmc3ROXspKxd8dWnL3yVnou/P+/EeD0ywRi9n/DKJcVCHP79aZFZoLmtXYhRoyfgWRy558Z+RzVy1fDil2PpD0Tx2DmpHHYsPve1+upULOAgICAgMB/ICDzlpMzfdLUFNOqAWCSLERHRyM1PVfNllxwaxDfR01V5ur+o1vCbQEBAQEBgc9HQOYVWtGqpc4JhS1RUVSEMwEBAYGSReCzCJqIxJsaVEJVQx0UChbKKurS3mtqkLLtPyinlez4hNYFBAQEfiAEZN4jckq1qfFR2LFzF9QS3iNTkolHN45il9ozgHho8anp+cqgPxB+wlAFBAQE5AgBmQlaDrmrSYgIwNghg/O7f2b/QpzZn39K9oiSghPhSEBAQEBA4BsjIDNBazB4NFbVbfuP3VMg853KNev+433hhoCAgICAwNdGQGaC5tiqExxb/XN3WFo8nr6MBrdG+yzG3D9XKVd30hIi4PMuGIraRqhRsSxxEEtbEmOd+0woVeqAEV0albbOC/0VEJAJgc+iPY+vHUb/7u3RvuMgHL6ZF0KN4ebR7XAhO8TZG+9+l8Qs+MFxtG3WHCMmTMbIXwZh9x1fmcCVr0zZuHhyL7wevpGvbgm9ERAoRgRkXqF9uLsX7VoNQEQmadZSOnvjOkwpxsD7Q9MxfPYBZClqY86EcsXYNfmp6uiSRfBntfH+pgeUsmIRkiSFLS3CH2cu3UamsioatuyAMgbqiAz0oTB/ijDRisGjVyGo06ojDFPf49yNZ6jh2gyOZUz5gWUmhuLo6SuQqBmgVbs2MMqzKWNi3L7+AGa2tvB57A2xgT06N65NAZ1PISpLkyJIteAlzTlpsfA8dQGx5EHYulYDNKlcBi/unUGcki0aO1WBJCMWly/dgUOdZrA10eDbVFUnXUGRGJfOHEOsyAAdWjeBpiJ3Kwfel84hMCIRFeq6wcVBcFHEAyb8K3UIyEzQbp84iBhlE3gcP4OahhHo36MvhnRyw4c372BSpi4WbVyFAW2+Tx6aTZ2aiDyxD8Mm2WLQkKFo7GiNOP/r6NTrZ2iUcYZSyCvMXr0blyiKfIj3IXT4dQ/ada+H6McPMGXpCrhVdEBU+BtMW7QDV69dgLXCOwzo2xs5Rs5gMW/w54FrOHtgGQw5LyaSZMydNBRhquaoXkYfl72uY1VVJ5S3NsaF82dxdfwOrP+9K3avWw6vl7HQEkXj5B/LcfD8NQSf3IJfjzOEvD6NcO+D6D5gBc4+ewHb3J+lKjnpPL17PTKCauP5tTM41XcV9i8eiG3ug7DZKxFOdjr4fcE6rDpwHN1rCUFXONgy0lORTRZ+WlqauSgKX/KMgMxbzuT35D7I2hbt29ZG1Trt0K6JDQKImLn1m4wbd69iEBEzmSuTZ0Q+0bdO45dj55KJeLR/LVrWrQUPr5c4v3kNgiXNcOboAZy9+BfMnt/EoUt+UNNQgqKhNhZv2Ie9G8ch48NTDF28gwjWUih+eIIXgcl4c34/Tl+Lh0OFcqhUzhT3ju3G/beJuS0rQkExGdVbD8TeA8fQ31UBChZrwHjmAAAgAElEQVTVscNjH2b3r4krp64hk3J26DMIrWpVhp19eajEv8YTn/foOmQklINv4OrLSFw+fQK2jbqjjk3Bg5iZKUa1zkNxZPderJ3YD6f3HkAArSi3Lj8KA+OyfF3qsfexd+f1T6Dwo10S4/zG+XCu6wzO48nQFfsglm5OfjQgStV4ZaZBIvLqKKKhcR/uv6KSPvRdB+PE3mWwN/u+A3UoKmuj36R5eB4QgJ/rm2PWjh0ICU6Bnok5lDk4NLVpG6iClJg0SAggJVUNqNJWLpPlQJncZmuqKvMutlVVFKGokINI/wgoGhhCS00FRvaNsGXzBlS3zFVS5uojfLW1taVHqgrQ0dXnj5WVFEiZmQheTirmDuiHrVdfQ1lLFypUjyQ7DZr2TdG1lg02LJ2LPV5v0Kl7Z2n/+NJkskZOOi1NpFteUwNzqMZlIi40AvEpSjA014OishYmLNiEif2+z5V2LgwyfcU+8cTQMe4Y6H4Ed25dQq961pDkErTY4A948/YtIhNSpHWRKWBYaCQyM7MQ8O4tguKS+euhgX4IDI8q0l5MRAhfNia1aHSOtKQ4RNHvJyUxCr7v/JDBlSKnD76+75CS5wSCLqXFRODNmzd4FxTO15uVHo/AoA/I05hKjgtDSFgsf+9H/CfzlpMzc8pMT8Gj+49hoETbmsgEKGiL4PPkCUT0oHBJn97yZa2lD9/3A6YYxzdshGL52jBWTcW7D7Fo07whmpU3wpLhe7HPi3haL8/jlpISZrjZI/uOGBkZYv7Hz3KyISY/cjn0JDAKcCKm6+JMEWo1awL1VeehZ18bjWib9+DNU0jy7WAZPRhiZGYRc4xSFh2L6UHhUjY52RRnSZAjToHPa1/Yj54Mp0pixNKDJY3zqYYhI7ujbt850LVywZa2znw56T+aI6aAC0c9cLSOOc5t2gODFq1QsWoNVK9qiJgsLbRo4UY8wGeI1xKWIiJlelUpMNw4dRDNK45Ai/qcZFiCk7tmYs6yM1DVVEJcogjuew+hR1Ul9GrbHYaV7BDjT8QmTRU9mzrj3avHeOQbiVUe5/CTWyXcObca4+YfgrqyCFE55tiyaysaOhjw03Pj6BqMWXIdtWtr4qn3Uxg1bIOaiknwunsfBtU64NT+PyEJvIfho2YiNjMTYVGh6Pn7Lkyul4J6dX/CSk8f9HbSwdSezRHt8hv+ch9QaO5/nEOZV2jc2z068BVa1HGCk1Nt7Dz3ErEXdqB2rVp0zl1zwoS5579D5JRhbqCKTQtnY8bsxajy8zwsGtMRzh3GYu2MjthK1/888xabj55D03K60Da1R8smrsR8B9T1yxKRaAM9OlFQN0bTVi3A8eetXXvh0KbxOLZmDsaTB5PoNBPo0kqMTyIV1Gnghqp2Uh5WpVot4FLVgb9lU6kuGtWtAGUNU6zYtxphV7dg7Y6HGNCjD+xM9fg8Tq16oibFqqncuicqG/LrR2m9xBCoXrczZgzsjpNblyPAugH2rZsHLVJD2fDXfpjHXqe+jMf+8+9hbyR9yHIL/pBfBo7NsXHDPHy4sAW1qlTF5OX7kRj6FNMmbkHfhQdw7/49DHFQxsyZG5EuUUV62jsY1uiAqzeJKLGHeJWsg+Oe3uhRTRFbt1wkuUsc5v46F6aV2mDKlMnQDLuAxWvPFWArESMyLRxTlu/DX+tH4tFJDzQbuxJX/1qKt2cO4/areGialMW4idMwdcoUtK1mhBM7tkCvXDM0slXCkaOeSAl9jAvP4tGlQ9OCen+wI5lXaA4NmqNnjvSh+SeM6tcv+0+3SvF1BdTtPRLn6FM0aeGncYvpU/RqjRaDcJQ+fKrcBUcOd8nNUBu7jh3JPQaa9ZzEf/Iv5B0oaMF93YG8MwybVVCmzbBlaJN7p0bzIfCkz8cpIfwtwtKVMK1jq1z2QF4ODcxculx6Mn5E3kX+27hsPXgcPFPk2g9/Qi+WjsOmonX3gTi4bgEGzp+BcgaTkZlhAOeqdgSPMqpXq4jkXZFIy8qBSEEJ9uUrEotBDVr0IrEoXwXqJIQxN9LAa9oPimkrGB6WCZXA+9i+8ynK1++C+jULnhduBa+hZwZbMz0k6KtBW1cH9nZW0E7UgK6mArEyFBD98gYmjp4J02qVkBQcB2XDdDDq54BePTBk2x7s1LBHjrkTmtey/mGnT2aC1nTUVDQd9cPiVGoGHheRjj7jFqC3m2Op6bM8djTm3VP4xiuhauWycChnBQ11bVSrUR36utHwvHYftQwr4CDFqbVoPghaxNfMJlFoVhbHGmDIyT8mlgGZDHLnylqmMDXVgmGTgdjzWxfEhb9GoMQwf+iMSXg+aw7HGciRHnPSVY6VwJkUcjvgp+f+QoBaTVw7tA1LR3fE4XfZvIDIrf8gWK1ugOkLr6LnzD0wU82v9oc7kHnL+cMhU0oHXL55b6xaMQ3m6rTnLaVJmZ5eLtoVx+YoqcSyk7FszCC41q+HoWs8sZYEN66k77dmwyycXT0CDRs2Q7hpc2xZ8itUSY/P0MQM2uqc3o0I+kbm0NMm3gIlbX0TGOiq8yyHPw/9iQ+n56MWsWn6DFuEyOQCwYCqhg7MTAx5TQFFVU2YmZrx3qFFimowNTOFgkQB9YeMgoveW9Sr3QyP/EWoYGHMW+aomNVAzxb1kMYM0btra77dH/Yf/WjkPtGbj02dOpVdunRJ7vv6NToY+fYmmzjtdxaSLGEPL+5mvy/dwNIl/91STnIYmztzErv3LvK/M8tRDg8PD7ZixQrahckwyK/Y76z0VJaYmMiSM7KKtJKemsxfz867KslhaakpTJwlvZKelsIyxNIy4ow0lpaemZeTZWVI60wXFx1bdpaYpaalMe5qTnYmS6X6SJjEJDnZLDUllWVlS/NnZ6VT28lMkp3DMtLT+fyMZbNVg+oxixq9WEJOflOl4mDLli1s5cqVxdVX/oXwwxLz0jLw+OAX+HPzVsSkM7x94IktB05ALEPnFcTx2Ll1HXxC4vNzn186BzMXnso/Fw7+GQElNQ3o6OhAK18CLc2rpqHFX+eNLLhLxN9S19CEipL0ihpZZKiqSLk5KqrqUFcrEM5wKj1cnWoqRVfQikoqtK3l/AyScFVRGRpUHxfQW0RuuzTI36BSbjBcRSU1Kq8FkaICVLm4E5RfkhwKH7JO+WXyOOj+4HsumXlo3Lz96Cn8/SvcffwGJvZV4Fq9AsHB8Nz7Mt5FJ8GsXGW41qhI0qw03LvnA5uyVnj26A6UrBzhVsMeNy+fR7qKEZo1rANF2ig8f/gYuuZ2iPB/gEixFpo3c801QwIe372G96FxsK3hCidSvOV+4JoanBNN0nEjMysNdekPmZuPp2R+5h8SC5tq9eDsIJWMJgS/xPWHvrAjFRptbR16GKS/8pigx9jj4YEbWT6oVd8IbZvWhxoRvcsXriGRFOiq1msCB2JKC6l0IaCgbYMtF2+Urk5/pd4KBE1GYH28d6H7MHdYV64KTVIRs9rlAc/NI7DiUACq2BvgydWHGLbtKH7rQKL1wb0gKuMASzUJrtx/iTrOzjDQEOHCJVKNWH4Ks4a4YuXMsXgYrwoHe2O8vnUZ1bstwqEVw/HXxrFw3/ea1DYMcW3mMqzYfxIuyvlrgfzeci/4U9smYQ5JzKrZm8B7xmIs3HUM3e3i0alpC6TYOMFWLZKIXSKUybUTlyI/3MeL2BSkSnxwmB6ABjWsMXxgJ7xNNoMpi8Hjmcux5+RxNKU+/dApJx0XL5yDcYV6qGlv8UNDUdoGX6IL1GQKhceFw0vPLjnmr2wTlkPEZg00Kw6E5/Gj+OvATmjHPsDSRZ6YuPIQjh49A/f+DbF+/g4kZyqR5954OHccib9OXUQr2xgo2NTBvkMn8GtbG5w5dp2aVKBVUyJE9nVwdN9hbJkxFGd274ZvSAA2LtgFPdNKpNfnAt3kx9i+5TIkJP4n+pWfRCKSqqVGYd28bdA2qsDnNch4gV07vPDY6zBeplbF6ctnsXPVHBhpiUiLXIqvY6MRGOpcGeVrkCrComkIOr0ZJ29p4QA9vKeuXUYj8Qes334lv50f9iArHr+PHQiPS09+WAhK68BLhKDFBtzCuH4tYGlqAhMTEzjUbkIG0V75piXyB2Yagt4lwdSmDN81BS0diFITkSHWgLWZ1DLCyMIUmaEpyORk7URw9PW561lQVFeEgaF0xaNG9lBKSlLSxNGYstY2PBPTwsQa6rFiRIeEk9Y/GULrKyMxKQ0DJi7FhN4uyCZLgcIkn4vtkBEfi+hYCbRJ6TcxMRV9xi7C5L51EfwyEKq6FtClZnQsKpLirAZJCyX5kHJWB8Rp5s/jgqNI98kChryYXxMGWlpICpGa7eQX+CEPRMQT04Im8b4iw0IQFptUBIXoyDAyNwpCRuFJyc5AUGAgouIL8qbHRSOQrkUn5GGag9iYOFLlYFRvMMJyTaTiY8IRGhlTpI1UMoXiysamcpa7RVNSvLTeVLIayUtZSWQCRfkjYgv4pXn3fqTvb77lFEe/xsCu7XAzpzr+WLkWWrQb8vHej4l9STcn5yLm/1RPDvHXgLOrFWad34urD6sQ4XqC8tVro5JDOnbs3geLPtWw3uM4qvadAl0yThfnmy5JzZhEhUyXskgJk0sqKsq4euIATratjltbdkOlYQVUrlwZVaoYI0TBFH36dEVsyAtEGxMRjMmhOjOJMBEDmMypMjIyoGlkjRo1zOHLier79EZC2EuE6avAsU4VJK1YjSNX7iLn7kYEBcUXCVisXVYL0bfJmN33Pco1a4TMpVPgcfIGXBQDcORDOCbNqyWH+H/7LqnQNv/4lkW4vi0F7yNTsGjDUQxoWQnn987GzLUXoUJunpRs3bB311IYJT7DsOGj8SREDCN9Y+w6fBIJT7dj9OTNyCL726TETEzdTN5amtvhl55dITY0R3Loa7whk8ve7Zvj/Yt7uOMTgjl/HsHoLs7we3Qcw+lllkFaHQk0v6s2bUar6pY8CH63T6Dnr/OhQuZT1Rp0xcblv8P3zn6MGLMcKbSOT4xNxNBl2zCtR5Miq/pvj2AJtVhc8lJZ6zm9qh/TsKrJHoWnFSoiZvNH1Gda1Tux0PRCl3MP5UFtIy3qA5s5sh2rV9+V9R3zG4tJy2ZBT06zjq0bM1fX+mzgyAXsQ0IGY+IoNqxPW7bl/GPqfSb7Y3QT9sfm4/xIdi8cxH6ZtouOJWxoh+rMuWVX1qdrK1a3dTd28XUEnyfq/W3Wt1srqtOV9fhpInsYFMvCn51lLTt2ZX4kk7+8z511+WUq42CKDbrPBvRsw+ft2nccu/0+iqpOYx7zfmF169VnU90Xs4l9erILT4P4url/4W+9WMcW9Vj7kTNYCqkHnPeYz+rXq8fq123K5m09zVLlQOxf4mob6WGsUVVjVmekO0sg1Yj5/esxW7fxLDr0MXPU12ZjF+5kF07uYqaaymzBwWfsyNwezMKxF4vMyGbR716xmKCXrElZYzZi5QWWk5PJtg/ryEyrdWOJGcmsnYsla/HLXJaUksx+aaLHKjfvzWITU9m8wS7MscFkRsoYbEQjW+baZRK7ePECa1fblDn1WEbXpWkv/QYNnbqwhy8+sJDXbyhEbgzrXtOKdZjoQW3lsLNzRzA9K1fmm5RXIregnH4Vt9oGp7z4DVMOW9DaidVru+Rvbfpf2MwMlCqxmx8KEzppNnkgaH/r8P91Qcz6NLFlrcev+r9q+V4LywNBc61iwmbuvsZDfHXpOGZp1pc9vHSIWShqMdcWbVmbtm1Zly692LGLL9jMFrWZa981+dOR4X+dlVM0ZXtvSV9ST3fNYwbKjVhQbCxrX8eKjVojfcFN62XCOoxZzJfbMa05q9pwIktPDWMtjfRYJZcmrE2bNqxTpy5stvvxfIKWGHKfjezVkFmYlmG/rDzIUuN8mbO6EVv8lw9fT/ClHcwIldmtQHq5loJU3ATtG/PQRFAiQ+3snAIN6byFaVaWmLzekhF3rr5N3vXv81sBzdr3Res6lb/P4X0Ho1Ig109nSFASEReL81e8oeFsCSvbMlDXUkG7Ue44d/Ys1i6fiurOdrC21oTfQ28EJqYj4v1TJKjow6ZMFq5cv4d08lBz+vwlqDmXgb4W2RTk5JDXFOnvP4dMmrKypcfZdF1CvE0lFS2YW+nDqm5vnDp3Dvt3rkKHXjVzFUaJ9xaeg4XbzmHH9M7YvtAdgUwfDo4quHbtBtLS0+F57gKySH3Hqohjgu9gQmQcwjcnaFVaVcfjxztw8U1UQRczY7Fh9yaokEmIvcn37VtNOmglDJ20EON6tyzAQDiSHwREDIbGNVAhJwidWzbCgUAVrFwwGqYkld6wdgx2Tu+B6hRDY9jU9YhIzcFPs5ehqeVrtHStix4jZiJexRbL1s/D/f1TUbduPZx4p4EN6+dCS5lBU0efhA28FAYa2vrQ0ZT6wVMj0yddHTpW0sYfO9cg+dY61KQ2WpC0/BEZokuTCIF3z5OTUVdM2eSNkWNHopy+EWauXoroW2vJjVBdrL0UgdXbVsCGDNp/xESuzL6twVxm8gcMbdYY+4KUMah7G94/vv+j8zj/IB3rT3thVOtKf5sHzq5vxowZ5IqnBdzc3P52v6QuvLx5HKefxGDir8PInk++UnZqNFYvX4p3zBzzf5sIE3nr4L/AtZtUWGJiYjBhwoQiAo1/KVK8t0gqnJycDm0dTSTGxYCp60CPt9OUNpOcGIcMcrqorWeMfCMAUqiOiU+FChmx62hKX8ppKQlITc8mImYIDVVOus2QkpwEBRV1OldBOknKc0Sq0NJQg5hWcuJsBVKE1uCZ+VkZKUikPiipUdvaRScvISYa2eRlw8hQN3/c4rRkJKVmQE2TlKlJMFVa0tatW5GSksLPdTH0mWw2vnFS0bbF5nOX8eeoFrh94SzO0tI93rQxTt/4NDH7xt37rObePriA9TsOyGSG9FkVy5o5KRizB43DjVeJfytxec9sLNx8Fo4VykOpiNLH37IKFz5GgB4LjphxSdfAqAgx465p6xrA2LgQMeMuKmrAyMg4n5hxlzS09CifUS4x466ISI1Glydm3Jm6pi5PzLhjVXUyp8olZty5spoWjKiNj4kZd0+P2ilMzLhrqhrafJ9KEzHj+l3cqURIubqxPUbN2Uif4h7Ot6hPAh/il0SQV9Is+hFr0ZaBAzHgzSuINAyRHPke+rbVYG2sSaJ5P9x+4Qcl+mG70naEc/oY7PcaYkVyg50egPdhGajd0BX6/Ns7t++ZSbh17Q6J4BXg6OwKK30NpCWE49nbYFQnZVsNloL7j5/Dprwjwu+exBaPzYiyrgatoe1RMzeiVEKED04dvUkPWC0y0XKAAVc/ue2+e/UWEsjEqWLNOrA11oE4ORov3yXCwigLIdEKqOVUgcyyhCQgUHoR+MYEjcFj7BCs8i7QwOa03tXIyJZ0RSk5YNPhTahqKb98NK+tf6D3nJ2o41IdYW8eQtGc7CGp59sWTcTBW+8R/iEEK44+R7syT9Ft4B/QsyqDmJfPYNZuBE6sm4mjG+fhz3MhqFLbDCH3bkKrJlkJ7J8PbaIkmcmBGDagO3yidaGXFQ1/iRkOnz4Gg7dn0b7vfNzyCUT5jHfo3qklZnpcQdbNC0ijtm9d2AtrsgDII2gR767j2vMwCnuXAY9Dp1B1+hCM/7kD7r1XgzFZKLxJ0sKe06dQIeEW2rhNhp5uBHL0++DJ463Q4aZBSDwCH14/wPsEBTSt54QHN4jZru+A+lXKFRs6rx9fR1i2AZq5VP2kzlg8hUm8RL7XLMltkZk4CAHJ6mhev1augOCfu5GVEoPLN+/BqUELGJMQ40dK33zLaWxbDtWqVeM/tZycKQq5FXyf3cbt2/ShKFI5Usomn3NAbpR3/LkNLX7+E2dPnMHA1lVIYiX1/a+okIo0NRN43nuMfm5m2DB9LlQqDYEXbakv7l2OJ9s24oZ/EjTUxIjT1MK2XUdwYtsCPD7lgdu+0i3jo7824cRNTVKK9cKl216oGvEU63bfhpK6KnlvyDV/otgOKuQvjCkbkOLmEthBH+MX7sOMjgUKyRUbjsSYhjVgX6U/1s6dgjdnNmHv2Wzs9ryCCzevoaE4AKu3epGPLlr9ZQSjy7hNuHRsPshzt5AKIXBhz2KMnrWCrmRj1exBmLmrkMvsQvlkPZSkROHotv14F55ORRgO/Tkeo5Z7kD3JJ1JOAiYO7oRZyzfjsW8wjm2ZimELNvAOHT+Ru8illLDn6N+vJ54F51koFLn9XZ984xWaCG0nzkTbXEjD392h4MRTkUIMzpZdh2LOghmoZi7Hb5SUOAS9z0Jjco3MpQqVqoA9fMcfc4StauPOaORUkc4TEeqfiDK9pW9zXSsraJGZSkJMOvnZYDA3t6aVEu06TW1hmCFBfDwX40cX0QFh0Da2hTEPgR7MycQq4n0isptyP3/O0wZZgeZQQV6OQ1e4ACx0JydX9M93JPdfJq8GIH1UuHrV9W1gxi+/tGGmp4cn7xOQzcjNjZ4hOnXtBjsbqbStcB0/6nEKmRaJSczDuQlSU2VEzpSwZIc3Mb1yPczmZCKSTJjUSEqpqyFl2HOCglRS7TekqFqkxE+JISYykuZHgaKDmUCVJKeRvmTyN+wXjN3ngBFdqmH0wuMYkKMG6S8+B1Fk/qREvDQD4t/FvX+EhzdDMHSTB8a0q4VYp/3oQnbCeeKBFGovhdrTMzaFWu6yhGWnIoqcDyiKyDuLpiZFGOM78kNN4zcmaFJs02P9yLB6ARZs9YC2dWNsOHUHPzcvBSY3msYUIUmF9INOoFeNdGzZeZj8VTnxxIYjKpxJkjRpo267SlhwZh+e/FQRz3duR6SNOWpW1seVs0rk0+wK9nrfQ84ZD0RZmsLRXmoPWqm5K5LXLMCRq09Qg1z8HKMQc791doSOxjskRUXBy/MB7n9Yhw+htKLjfqv0o1XRE8P/7UuE1jOEpX7BGovrD2dmxRHCCk1dkbVgIg6de4BGWiE46Etb26k1KAp8GDLF0ihV9LTm9v3H/rp3YDX6k9cRI2t7iJLDoWrTiOeRLpjUD5lOv2LbmOYYMexn3H8fC0MjG+w+dAhJDw+j7+TllC8bbr0nYNGUAVj/xwTsP3eX7H0ToFm7N46tm4y1a+YilkjlulkDka65FUZ3VuNkQjVcoJXa3AnkaeX2OxIq6GLTrp04vvQ3+KWkYu2s/ihX5jCiPd2xN8AM3vtW4p7nnxj3xx5IKAqYgmUDMr9aA5tMP/xMZlV3iRdaxcEYZHxAbByBoH31X/PdE9sxZtp0Cu8Vg+ptf8L8SaMprqcqnj59Sg+fOspXcqA4lt98JyzbuJV08cf2AxgxfhJGT3uC1m2GwDSUAlVQaetyjkhQt8ytRwGDZ23A+5QpGD5gAPEIreHx1wHY66rgHK3UrE2MKIitO974xWEFEbuqJtJ3tEOj/tiyyB9LpwynCGqqGLF0N0aQ/aC6xBqrpnbC5gWj0LhlC/Rs1QKGnGhe2w4T/+iDVXv+gFHZNZjSuX7+OMzKV0ZVYytaEZKrI5fu2LX6DebPGYVdTBl9Zm/GxC5OyPBNghPp/umo0apPSMTEjMLC+YtQtcdq7JreEL92c8WrXE8lKYnxxF7IQcxzbxw6+wprT51HMxMJdJQkOLBmFVItXHFm1RSokvoF97Jxad4D1Zp2R2LwbQwavRSPpkzE3DlrcWJ3L4xfewo/t7aD+9mZSKIXSmqID3lKOYdfaEvbv5o+VEhXbdqM1Ti6tQuGUxDoTvUrYtnBWCJSeuRlJQSTh81CxX6LMKi5OUb81Acbj/yEjtiLc37muPfiBD6cnInLl+/9mDP6ba0jJMzdzYl7/nM/tA7PP+auVWE3/VL/1qXvyfRp6ZiWzN5tQK7r5L8NVbhACJSU6VMmZ6upbMRWnXrLz8Oehf1ZzbYD+ON+bg6s+++bWI44ni2d3JuVMTNlbYbNZgHJYhb87BTr1rwqs7SqyuYcuMrE6Qls9qDOrEaVOqxFk/pMU1uLnX4RzSRBt1klmLMdl4L5OucNb8rq9JtGzk/I/nbpCFbB2ozV7fILexCZyrJDH7Cq5KVu42l/Pu/iMa1YzW6/smgfb2avqMZquTZlzZo1Z61btWbbjjxgq/u6sSpuM/i8GcH3WBkrI3blTSx/Ls//itv06RtvOUUYtH4Pmue7U/noJSLSQGUr+ZVwftTbLzp1dG6ODuZaxFshntgX1SAU+loIKFIUekPtZNx/5oPUhhq45OUNBc3mfHNEFGjlxWjrH4vekzaiz09XKWhKHxzp2QM9Tctgz9kbODxjOEb8sQR9qkzD1l1XsOSeP1qo3kKVpn3JZRNVQ265mXIm0tLSyEcdcVN5XqgIKXFxaNBtNm70GYjO1Zrjz1N94dFZh97wEjKH4t75HNuUeKXEF9UwMIEGBV1xG7YASwbWR3ykL2KVzMnLsQZCbzxEUGo63noeRBwp+XLBwX+09M2fKfPy9I760VAuNN62A6bmC0UKXRYO5QABBZ2ycF81C4MWjIObV1lYaVeAtZb0BcvFCVAiqXBGbCCGD+mJGHol2bXsja7VrfBg/UwsOXkHYtKhGTdiEmwdqmHIEBfM7d8Mmw1NYaxjRPp9FLvTpBK6DKiMZRO7IFt5J5k66UKT2Cw5qfGY2W8IfMm2U2TfDMMbV4YkO4hiCWgRDZSyX1TUKDYBuTTSMK2AtRsnYxhJXS+uJh92pg6YsvZPdJk0D8fv9UYLMn+q7lQJ1S1teZftcgDrN+3CNzd9+pLRyavpU95Ybp7diaeJRhjZt4OgmJoHyv/xXdKmT4nkcDFDROHjdDWRkJIOPT1dJJJDTaasAT0tdSTHRBHvi5NoWkpNnyRZiAiPgoQUrS1yHX6CZSMsPJIcRRqQFDMDipoUGIUIEstOQURUInQMjCHKSkOGRInC3GkhnaSWcdSWtr45CYEUKDhZSLsAABvqSURBVDZnFuJiEsgBpwHUyTFoanICMnIUYKgn1RRMjItCSnoWmVWZkDWBNAiLJDMZERTfwsTcAukJ8VDV0csniP/HdHzVosVt+vTNV2hfFZ0Sqvwp2XQeCKuIYQJBK6EZKN5mdSmuZp6VpJ6eVGCjq5+rskFNaRuZQLtwkwrKMLPMEwjl3hApwcIi71qBBFmkRN40LHKl0WoU6Sk3uzqZU1nmNUrXRBQYx9C0ILaDprYereYKki5tPQtl528oqGjDwlLaM20Dg4LMP9CRQNC4yWZZeOvzGBrG5UkCqY/stBi8fB2KChQpO+WDD16Hkn6Qrgmcq1eEMvE1Anz9oK5riISoYJiUqYzuI5ejSbpyrj4REOLzDAExSdC3KIOq9ja59b+CtpkdLAx1EPr+NZJIJ79SWUtkkPnRo6dvoE4PUc1KpCrA9UcixpvXQTA2pbwhUbCrXIWic4vg5/OU3EEnw6piTdgZSx+KCN9X8I2IhbK+KZyrVuD5ctyb+u79p7Qq0EetmlWoz9wYxXh25wGSyPTJvkpNmOtpIDM1Du8CU2BlpoznPgEwd6gKe2qTSyEBr/E+JAbWFavC1kSIBMWDIvyTewQEgsZPUTaWje2JF1Yjcc9jOm7tX4peyx/j6I5pWDlvDbJpye/r+xStxmzB6tEt4D55GG4FxOD96xDsuvwcEafGY5uvFV6c2YLj26dixopL9HbWQ8BLP4zafAiTO1bGiL4t0WTSfswZ4IYNf/yMawpuuLZmJOkO9UQA04EO+aT/Y+MB1CtvQhq34RjWpxuSRcnweauGe/7PEHl1Ln7fcBPWhmp4GSrCFtJ/qpR6F79MWQsFUuF48/YpOk7ahaWDXTBtcG94BmfBXDEdoxdsRwcXE0wc3hlXX2RDXyEJwWRStffEMdjFeqNZ89/RoHVFRL/xg2+mCS5eOQ19X0+0Gv4HbMuakxudChQTdDX0CkJLyv2P+nM7KBEn49bd+7CtUofwLdDl+9x6Ps7PslJx5+49lKnsAstirPfjdoTzAgTkVOGroIPf5Eikjl5dOuC11xEEJmfgzIlzqO7WFbWq1cb40SPQvXt31C1ngGsnD1J3FOgvAclKxjh78wZa1zbng14oKatAHO+H+dO3o9esnfDyuoolfRtg+cz1SCR9W2UligaVK3VSoOCxXP6M6Pe4c+s5Grb/Bdt27kM1q7yVELGQs4Khad8CN+8eRwW1D3CfuhYWDg2pLz2gEXEFa9ZdgKG9Myb/Ku2fSxkdXDv9F7Iz4nHz0jVUb9YTG7YdQtOq1nh5dgu2HU2mKEY3cfWON2onvsLKrZegoKpGgT7C0Xvcn/C+/Bd0o27h2tMAhD31JmmZBoaNW4LV7tP5uA/fZB6+YSOhT27jxIk7pApLhk1x79Cne3ucfPiheHuQEoIhfTrg3OPA4q33M2rLTozAqf0nEBz792Arn1FNqckqELTcqarbtgcM097jyJFDuO6bgt79OiDg4n4MHjkVXt43EBqXSURIareZQ/7ZnFv3RPN61YhJrELRqkgrm4L5psdEUAQmNQqeYs3XalPeDpkB8UgTUznKo5gbWVtRROJ48tCrXa4eduyai4ceE9Cka39cpxiaeUlCm8dWPQbChYIXi+LDEUWBUtJSAuF96z6a9foV/Zo74vnZ3Rgyajou37iBsASKMKWQDkUtK2w+tB5J11ejcdsuOBkQjYSAEBL324Gnl4p6KGNgiNh3ceRTi1RHVNVhZkz8FordqUoM74yUDLj8MgOLBzli+mA3dJuxHrHiguhCef0rzd+SbDEub1iMIYMWIygxieaPojxR1HI1UqtIJGZ6Gik/F07JiQmIT0iSXiL2RHJyYn6EMklOBpKTUnkF5oIy2UigerKZNOo5Z4LEMfnT0sgUTZKJVFKtkCpj0GI8KZFM38gMLbcwk2TTfTF/Fh8fj3ROv+cTKYnuxScU/F5yyGoghSwLuHq5qF4pKcnkGTobkT7XMIwkqJ73ApCWmdfKJyr8Ti4JBC13IrXt6qN3M3vMnT4RMeqV0N7FmmJckq823ZpY7E7bL2M1pJNki0scQRPnmzlJIzGJSeNbx6YC7O0zcfivkxRtyQ879x2DdYcafHg47mHxvvQYr56cwzEyiVFSUSV7vZfI0auHnQc9YOx3iwzTfXJ7Q/aDhUypVEztYGdHdoMVmmHJ4sUYObAdzKro4YXXOaQY18HihbNhZUArRAqPlhIbQl5UbbCBjN/rsQ84cPou7Js1gDjmFk5eewG/++dxmCI+uXaqSqZP2ciiaFI5OfQAk6IUKTCTuYwEvjfuoVHf2djhTsGQD+6BX3I23lw+inlbj5ac77dcZIrjK8LnOJacuYGUNG9ybz0Mj2MyyR5Sgr0rfkPzRhRcuGEXPAiOp6Yk5EBgKho2bYqmDRtiwIwdSIh9izb1qmLF2Zd8V3b99hPaDF+ErFwKJUmLxow+LVDTxRW9ho0jnmcGVEnlIvq1Jxo26IKO5LG5UYdZPAE7SXU3qFsfjV1d0LjjYLyKTkda8B00b9gN46YOQ6MGdeHctBeefyggXEwcg6VTe6F+/YaoX6s6uox3B8XOwYtLW+DaqiN5WAFSg+6Sp1xnXH7yAivXzKP9RArmj+2KZRefFgd8cl2HQNDyp0cZPYb0gwUZazfrMYA3Hm8z9Xc0sw5Gu1Z9kKJgB+fytnxuq7LlYWtulF/S2KIsHKzNaAtnjHW7NiLu9iZ06dITIUbNsGclmcMoqWHBgplIeLATU9z3oEnL7ihvbggVMn4+SmHIuvUeD/O2v1LU9drSOhVUYE+mS2b6UrmWorY1NhzegrS7m3mvvVMWHIGSgjq6zJiF+sa+aNuqP7LUyqNWORsyplbHrX2r0bHbACQ6dMKiAU1hXqMztizph9Xj+6Pn0FloP2UNJnV3AVOk1WSlStBUoZ+BAkVxr1AZxnraZACdigl9OmHsqvOY5L4Ydcg06xKF8FvocSL/wc0ffCk8MHPshlk9WsLUuBU8j+6Ek7Eq0inUYIUGnXHR6zxMwq9iF4X2S/K9hNGTdqD/pCVYPnswjtFcXg7QQwuyyT28+zDFS43DgVM3ULtRYzI+lwLx9vo+MosKx7Yz1zBzSCNiAZByGjmMZPTSePH8HCTmzTF9Qg9EPzuJ4RN2Y/zWM7h19QJMfTwxa91JXrr51v8yEqxa4fr18zAM9cI8MovKS7cOLMPC3YHwuHIDV45uweut7sTHfUemcpmIiY3jV4qMjOejoyOQoWKB2b8tgQVMsWDzGUxvXTOvmu/3W57NIvL69i1NnySkmv1xohWM9FLuPS5PkWz8eeFyEj6k2Mf10FYg/1LhdrjwYx8nvo2PL9L5p/J+3D+u2KfySaid/Ly5dRfuR5FxFcorEcewfq1qsanbL+aW+rpf38L06fiEvsza8ieWQEPJCn/Cylnps63X/OhMzDo3LMOGrTzCXh5aybRU9Vm9ho1Zw0YNWeOGHZjno2j24tRKpmtcgx3av5ZZmjow7w8p+YCcnDWYmTv0Y4nclfRgVtPBgO3y9mfhj48xXXNLdi9UzOe9v2UmM9RvxPKCnK3p2IjVbOrOYkPuMHNzA3bBR2q2tKhlXebstii//o393FiFhlNyo0AlsD5mFEVq0TX21HMVs67sxCKyGUv7cJPq0Gcnn0cx8etLzA427K87FOJQDlNxmz4JK7SP3lWfMhfJ91qQy9Tn8hSxKuHPc1/RfH0UvepTft3oTZ2XCrfzqbx8G3mZC31/Ku/H/eOyfyofF3E9P29unYX7UWRchfKmRL6Bee1O+K1/i0I9Kd2HirT4zZJk0Id22zQULro8t+UmhgKxFKRmSXqmpoSXJqZSkGHv697Ys3cxqlfQhWOz7mhgEoqx42fAomFn1LYp0BDTN9dHPAWIDiCeq++dMxQRPZF4m7nzTnzULApCzSWzyuWQk+aPF8RjRXoULrzxhY2LDa2ORTw74yyp3YhTInHV/z1MaxbY1pStXRZR/o/wIS0HqX4vcCMxFuWqmkFFQQmx0YnEaxXj6f2zxMOTmj6JaPUtURBToOps3nzq+Orp6DJ6BdLzmHh8b76ffwVP2PczJmEkxYyAtrUrli2Y/V2pbtTq2QsGKtfQqtNAvIrP5n375/kPUyb+pojsJi0b9cD88a4Y28UVzs51MGr2JoSnZkOkaY2+PdshMioZ3Xr1gXqhd1nd3iMxoCHQrXEdTN16kaKY2ZB0m9ELUAGqqlRvbl6rOl0xc1w9jOnWAM51miLBriXmTeoKEW191UiIcHv3Iori1BhvjV0w+9eO+TPaeMBkdK2TilZ1XVCv9XDUGDINg1tXgF3NFmhfiaFrkzpYcfAh+b4jlggJGJRtqqNVZzPMGt4a22+8RAipAN3wfoXvTM6Tjw9HteU+fcst53+BkRz5jm3eupVFpmT9V9b/vB9MnhPWbNnFYtMLb1f/sxh7fP0E8zjmyWh38Z8pIz6QrV+/mr0M4TZXpSN9iy0nh0Rs5Afm/yGYiTPFLCw0mCWnZ9JVCYuKCGUxiQXbyKAP/uzdOz+WnFYwT95bJjB17fLsWTRXpmiSZCYxfz/Kny5miVER9J3FssVpLDgkhGVkFWYvSFjgez/2zi+ApeX+nOLeXmHGJnrs2D1fqsOfRaX+vX6WlcbX7xcQUqThzNRY5u/vx9Izs1lceBhLFUsrzUyLYQF0PSlNzDIS41hYnPz8Fop7yyko1hbQdpmOEoKeYvK0qXBq8xNMNP8/+IJeemHl5mto028AMu9fxKZj/pjoPhI6/7Fu9jq8DutfGqFfl5b/2eeMOHKmuW4ltJ06wrGwbc1/lvz+MxiYlAEprPDJ3MIqf8DGphb5x9yBdRm7IueQpOLi2Zto/vMkVDb6u8axSFkbduVyjaPUKCAOn5Rg9bF5FG0vbcglfeGkqKwGaytLMkzXoTryyhbOQcdK6nSvaDkuhzLZjdrZSUekZlawTVUmT7tl7XJNtygcX8Gdj+r9Dk7/vyfyOwBA1iEkRgXAPzgRGlmKFG5MK9+TQXpSNHzIA6yqvhmqlJM+FGIyKXr15j3pfpmiYlkrpCVGI5KCbZjoSfDGPwRW5avAVEsZ1dxG4ZRjX1iRy+7jx/Zg0ZJHqNHeFY1qO8KAnC6+e/0CSaS7VNaRVD/y/CxTh5VJkqmrrYmQIH/ExYlRoVplPr4pN5Z4MsfyD4qEroUdHCwMoG1VB4cOnoQN6calJ8UgIl5ELnLE8AuMgqWDI98PrlwC1eUfnQBlLnaBqhbp0pWFUqGtFJdHSLkIkIR55n5visGpRiSpeJOObR2Kr/GIn4firfnHqE0gaDLMc/gzL3Tt3h8ZhuVgqpEMMibgNf3j3nvj51HTkCLRQTj5j+8xeS1+71QOQ/v0xds0Zd6Aee2ek8h8vBddxh6HczNjBD18hnhNF3hd3INwr23oMOcsLh9bjP3ke4spJMJ93hzob9+JqNOzsGTfc+LzZCFKqRL2H9hAqwGpR3kl0vAPvH8BQ0ZHIuLFA3JjM5mCaExGwJ0DGD51DfnC18X7yGTMWO2B3uXj0aZ1K4o09Rb2YQfQevheNGxuCb+7z5Fm25isC7Yj/v4R9B+yCGpmGnjz8DEsO43Flb1LoS84sv2HXwfxwyg48FdJuby2r1L3D1Dpf2xufgAEZBjime3LEaHbgezybuI30p4Xkba3srKE9JIW4K6fFn4eOhQtHTWwbM46vCf//tdJgbXdT9OxZ5cHbA1USatcgtCUAPScuBl3rxxB9otTOEi6Q8qqSiRRS4dBhUZwHzmYiFctHD9/HPXwEjOmkn5U0x4Y+nNfhN3agd1Hn+T3lJHSLTOviB0Hj+PklplEfNbjfkAEtv3xB/msr4ih1B9HjWC4UzSodAqYkbeKEJGWUmJOFMbM9cDVYxsReecwnn6Iw+Pju5FZpSe8vS/CpZIReg4cJBCzfLSFg9KEgEDQ/nO2suD3JAKWFNiXeydXqeVGoehUyEFHKgKeR5E+ajrOnTqJOFVHjO3bDpY1m2HThok4t2Iw3H4ag1dJGWTExKCtZ4R65YwgMrRBdRUumlM8KbZy8JNZDInQs0hrn/EKBLRtDAgi+08FBL29g1Oe99F14K9oVNEkv6ecpYKVdTmUIR6epa0jzNIlCAsIRaBfMnIkkTh18iQMHNtiGIW244hfXiIOMlQoCIelsS554lCHCjkvzMoSoSzFGA26uR2NGrZEgk1HdK1RNq+I8C0gUKoQELac/zldSihf1Rg7vLzwNrgLvPZsRCK/59Qg90LELL6hjLlrNsFElIA7QVFIDfSFUaVuOHqiETrXaoWT9z6gv5oaEiJDsNPzNnppBeJyahJWO1sCkVlk4kSRmUgXSs1ADZmSeAQFRqOiVVkY6SujVocR+L1bLSJUDyAxy2Nfk46ZIkWOolimnq/eIfPMcYRQFPSKjmVQrrwZ3qjVwurNv0OUGIRnxLdTYfFkPM/pIEl1rbhwe6RmxWuuc0E/FMit0Itrj2FDbo7K2pUhF0JO0MmLlfaf2AgZBATkCwFhhfaf8yFC71nr0N0xBt3adYSvqCJaUqDkHPIe2nfeCvSpkYr2TVzRuNVgPAuk1Zgyw0ayw+vQcxzMWo/ELw0dyAY0E1rEQH52aBW6jpqDtr9ROVcb8jFPkqwy1qR7BNi37IN2btnkNqgv3mnVwIH97vBcMwqurq6YvfosEaG8jSOgZWCLjvXc4DFvFKbsuEpuhzaiKpliTdmyFVWyb6IplenYdwbCknPIZlQdZcvaUSQtMj7X0IOdrTUpYdK6UJm7bktG2SrE3FZHlrYFapD/N1/PNWg+ZDLSvlPFy/+cbiFDqUZAcMEt8/RJICbjdE45UkIrHhF5p8jTsucM00EeSlVVcrnopNAoptUPl5dLd/9yh9vEPXj64hWs1bLputQLKucVIVvCoESuhaTkisqRxqMKJ2mkCznZmeQxgeXXk9fVHPKioEirNFpm8QbpqsqFF9qM6qB4jYqq5LKISnAa8LQKVFQiXhodc8E5+PY4rXUahxKtLNs6O0LbbTZmD2yCnTP64CxrjEcn10GzgIbmNf1NvkvaBfc3GaTQCI9AcbvgFlZoMv+wpJreXHYFjgDlqXzTOUe48omZNEMRIqRnVg5ujVyhpijKJ2ZcNhH5ReP8pBXQDSKKROzyqlZUUilSD1eGSzwx4w5EtOoqQsz4i3yZ/MskNVNWVubVTDjTp/z2qBHuukjJEHMXrYbk4V/49ddfEW7aFMc2LygxYsaNQEgCAl+KQOFX+5fWIZT7DwQqNuiFE/SRz6QAl9Z98Rd9hCQgUNoREFZoJTyDLINc0OzZigf+kf/QE4brF45g1drNeBsejmMHtuOeb9g/5C162f8ZRfk+5ZnvPLDoXeFMQOD7Q0AgaCUwp6EPrmDd6mMU3IxYXKnBWLFoFs48/fDJnkS+OImevQbiwdtwJMYFYvWSGTj+KOCTeT++ePf8DkxbuBo/hvPlj0cvnP+ICAhbzuKcdXKy9/aNPxTUtVHO1opiDwBpsRH4EBnHXytf1pqCLyXCa99mTPszGI5u1VDbvgL2H/OCvrkd35P46DCEkwmSiU05GKpm4sbZM+TQpibGThiB2nZG2HbQC3pmZXN7TdGqXr+DRFkT5e3L5McEjQzyRVK2GpTVtKCpXuDttDiHKtQlICCPCAgErZhmhWUlY8H4Ydh/PwhGZEXw+5qDaGCehKHDpiAqIxMREYFo8etmzG/LsPWCN7LIR9XkKTOwevlvmNKjNXov90Rfqzi0HTwJ6loaKFOxMZb81hLr95xDEvn5nz55Enavn49B3d3Q4Y8TmNqhPP6Y1B+ej1OQk5GEii1HYtfi4XhyeBW6T16GMkQoMynKt7KpczGNUKhGQED+ERC2nMU0RywpBCf2n0Kj3uOwb89h1ClrSAbrVvh1/BRMnDgBHeuUwdmdf0LNtiUWD+sNI+3GOH/uEBpaaiAlQ0zSRgX4Xz2B14k6mLN0J1ZMHwoTsrVcNKI/DDTqY9/hfbDRFfE6bQoUMcrfaxdW7fLBkHETMLJnPexfthD3Xgdj8/KVqN17Ja5fOo1mjrpkCfAPUTaKadxCNQIC8oSAQNCKaTYUDMtj9fb5eL3/NzTtMRTXo9MQ53MHE0aPwYbtu/HgTTR5UMjifb7zQUmoXU57n0ucCkhmehZqD5+MKW0N8XOnhhix4RhSOVrEZ2Ig9TE+cXkVFXMQ+NQfEvLAcfHoPlx8EodBAwZCLzOKtqBi1KxZifTQtFC3visVz430Q/puZJMgrUT4LyDwnSIgELRimlhxXDjULdxw4qwnaqU8x/YT1+Bz/Sx8sspjz77daF3PPj9qlKo+F6EpgQJZJJG5E4W0I++oIpJFhtEK6+eZ23BoxRh4rl8LnxQJuW8mBVsuKlNuolgBZC4lgnVlByjkqGGs+2bs27sLI8a1glU5S9iYZ+LqrTuIDH2Lo8fP8gq/nA3q2okUKajbHKTnVSR8Cwh8hwgIBK2YJpW8JuOA+2Q0pXidYaaNMbtHUzj1HowWdpFoQq6UvV9kwtHanFehqNLxJ7hUCUKvnv3xPDqHd/ynq6WJzCg/9HFrhF/cj2P4tBmooa0AEQkYzC0MQTq5vCKtqZkFuWgGKnYZjmXjXTC0nSucnBph++nnkGiYYeGOzUi7tQzte/8CXfsmqGIqdeyXKaYQaWmZ+avCYhq2UI2AgFwhIJg+Fed0UDDZ5DSKw0hEiMJw8okLKZZCThq1NDWJnyUml0FcGAxadWWlUeg0RlJIdQpgIYaiMpkq0XIsIzWZQsUpQpsEA1ySkLcMMUXyUFPnyjFkUDxQReKhKZPpFZdSU1L4QLna5PAxL2WLU8lnvBLVrUoBN8QUF1KVvINkQkyWAmqcyZScJ8H0Sc4nqBi7V9ymT/L/6y5G8L56VYrk1FG7qEtmkaIKXZPabqrk2nZy/VBU1gA5reWTGgWizUtqmtq8m6K8cwWywVTPnyURCufl8mhqaeVlzf9WUtUkl0XSxBEzLomICH4ll4TShoT/AgJygICw5ZSDSRC6ICAgIFA8CAgErXhwFGoREBAQkAMEBIImB5MgdEFAQECgeBAQCFrx4CjUIiAgICAHCAgETQ4mQeiCgICAQPEgIBC04sFRqEVAQEBADhAQCJocTILQBQEBAYHiQUAgaMWDo1CLgICAgBwgIBA0OZgEoQsCAgICxYOAQNCKB0ehFgEBAQE5QEAgaHIwCUIXBAQEBIoHAYGgFQ+OQi0CAgICcoCAQNDkYBKELggICAgUDwICQSseHIVaBAQEBOQAgVJF0ApHK5cD7IQufCUEuHnO+3ylJoRq5QSB4n6m89xmycnw/r0bKeTMMCYm5t8zCXdLPQKcE8vMzExyUR7NE7ZSPyBhAP+IADfXxZlKhcdazo/+woULERoaSgFCpJ5aixMEoS75QoDlRo8p7re3fI1S6A2HAPfiql27NkaMGFEcgIhKBUHjRhoWFoaEhAThjV0c0y7ndeQRsjzCJufdFbr3fyDAzbGRkRFMTEz+j1ryi/IELf9MOBAQEBAQECjNCPwPvbs8WuZ8jpYAAAAASUVORK5CYII=" alt="" /></p>
<p><em> </em></p>
<p><em> </em></p>
<p><em> </em></p>
<p><strong> </strong></p>
<p>As indicated above, virtually every matriculating student begins her or his college experience in the upper-left quadrant–both satisfied and retained.</p>
<p>Over time, some may become less satisfied yet continue to persist (upper right.)  As time goes on and they (and their parents) become increasingly invested in the school and their accrued credits become increasingly difficult to transfer, their dissatisfaction may be overridden by a willingness to persist through to degree completion. Unfortunately, these graduates will probably not become the most ardent supporters of their alma mater.</p>
<ul>
</ul>
<p>Some students, however, may become so dissatisfied they drop out (lower-right.)</p>
<p>And there are others who, although satisfied, are compelled to leave for academic, personal and/or financial reasons (lower-left.)</p>
<ul>
</ul>
<p>Finally, there are likely to be some students for whom this school was not their first choice. They may move quickly into the upper right quadrant, where they are at risk of dropping out early. If they cannot be retained, they may need help in finding a more suitable school.<em> </em>This would argue for transfer policies that smooth the student's transition to another school. It would also argue for heightened attention paid to such students from the outset in an effort to change their opinion of the school and perhaps convince them that this was a good fit for them, after all.</p>
<p>While the institution’s objective should be to maximize the number of students in the upper-left quadrant over the full extent of their academic careers, what about those students in the upper-right and lower-left quadrants?  In both cases, these students are making decisions which belie their ostensible satisfaction levels–decisions that are suboptimal and potentially damaging to the school. What should we do about them?</p>
<p><strong>Dissatisfied Persisters</strong></p>
<p>Students who persist at a school despite relatively low levels of satisfaction are not only at risk of becoming less than supportive alumni, but may also spread their negative opinions of the institution to others. Were they to do so via the Internet with all of its potential for viral amplification, the damage to the school’s reputation and future recruitment efforts could be substantial. To forestall such an outcome, the school would do well to continually monitor student satisfaction levels and take steps that improve those levels, especially on behalf of students in this category. Should such efforts fail, follow-up actions to mitigate the consequences of their disaffection would certainly be in order (more on this below).</p>
<p><strong>Satisfied Dropouts</strong></p>
<p>Conversely, students who drop out despite relatively high levels of satisfaction not only deprive the school of potentially high-performing students, but also of grateful alumni. Although they continue to hold the school in high regard, some in this quadrant may leave only because their academic or career objectives have changed and the school no longer meets their needs. Helping them transfer to a more appropriate setting may be rewarded by the maintenance of a long-term relationship that includes: returning as adult learners; providing financial, mentoring or other kinds of support; and/or generating future student referrals.</p>
<p>Having stepped back from the presenting problems of retention practice to consider the meta-problem of retention significance, we can now see that this complex web of issues surrounding student attrition, persistence and success is not so easily reduced to a single institution-wide approach. Indeed, it’s not even clear that a dropout is necessarily an institutional failure, if the school is willing to maintain contact in hopes of retaining the former student’s goodwill and future support. By the same token, a student retained through graduation is not necessarily an indicator of institutional success, if retention came at the price of a diluted educational experience or suppressed dissatisfaction that robs the school of a lifelong, mutually supportive relationship.</p>
<p><strong> </strong></p>
<p><strong>How to Mitigate the Effects of Student Attrition</strong></p>
<p>Whatever the results of a thoughtful exercise in assessing retention significance, it is always advisable to consider what opportunities exist for mitigating the effects of student attrition. In fact, the very prospect of reducing the impact of attrition might factor into a determination of its significance. In other words, if we knew that, say, the financial impact of attrition could be offset by other revenue streams, would we be as concerned about our retention “problem?”</p>
<p>Perhaps the most compelling example of preventive mitigation involves <em>enrollment policy and practice</em>.  If the institution were to enroll only students with a high probability of persisting through graduation, that would certainly render moot much concern about retention. Mining the school’s historical data to better identify and recruit those students who display characteristics associated with satisfaction and persistence, and adopting financial aid and other enrollment practices to enhance the likelihood of their matriculation, could go a long way toward improving student fit with the school–and, as a happy byproduct, student retention.</p>
<p>Of course, many institutions would resist adjusting their admissions criteria in this way, especially if doing so were to conflict with key mission imperatives of promoting access and diversity. But even commitment to such laudable goals should be a conscious choice made after due consideration of how front-end enrollment policies shape subsequent retention experience. The point is not that if you knowingly admit at-risk students, you are stuck with the consequences; but rather, if you do so, you should be prepared to invest resources into providing the necessary support to such students to encourage their persistence and completion. Indeed, you have an obligation to do so.</p>
<p><strong>Other Mitigation Initiatives</strong></p>
<p>Short of modifying enrollment policies, however, there are other ways to offset the negative effects of student attrition.</p>
<ul>
<li><strong>Create an “upstream” remediation capability.</strong> By creating pre-college “boot camps” or special programs at feeder high schools, an institution can practice a kind of preventive mitigation that makes it unnecessary to modify enrollment policies such as alluded to above.</li>
</ul>
<ul>
<li><strong>Raise funds specifically to make up for revenues lost through attrition.</strong> Institutions where the financial risk of poor retention looms large may want to launch fundraising programs specifically to cover these losses and/or seek other revenues from, for example, the use of otherwise underused campus facilities.</li>
</ul>
<ul>
<li><strong>Build in an expected level of freshman-to-sophomore attrition.</strong> Some institutions purposely enroll more freshmen than they intend to serve in sophomore and subsequent years.  This sort of “overbooking” can, however, have some serious unintended consequences, such as worsening the retention problem due to the intolerably large lecture courses required in the first year in order to accommodate an oversized freshman class.</li>
</ul>
<ul>
<li><strong>Institute a robust inbound-transfer program</strong>. An increasing number of schools are seeking to mitigate the impact of student attrition by adopting a proactive transfer replacement strategy that replenishes the ranks of departing students. Some offer a “guaranteed transfer” or “deferred admission” program that makes acceptance conditional upon a student’s achieving a certain first-year GPA at another college.</li>
</ul>
<ul>
<li><strong>Maintain contact with those who leave</strong>. Consider instituting a proactive contact program that seeks to turn dropouts into <em>stop-outs</em>, eventual degree <em>completers</em> or adult learners down the road. Students who never graduate might nevertheless become loyal institutional supporters, if they are maintained as valued members of the school’s extended employment network.</li>
</ul>
<p><strong>Meta Mysteries</strong></p>
<p>The need to improve student retention and completion has become something of an article of faith in American higher education, and for good reason. But for a school to simply accept this need as a given without thoughtfully examining the significance of retention at a meta level can precipitate internal contention and ineffective follow-through that, in turn, can undermine valid efforts.</p>
<p>Although at times counterintuitive and even a bit daring in an era of heightened institutional competition, such a meta perspective requires institutional leaders to uncouple the notion of student retention from both the constraints of place and time. A student not retained by one school might still enroll and complete elsewhere. A student who drops out today might still be a valued member of the institutional community at another time and in other ways. And, perhaps most difficult to accept, a retained student who has received something short of the education he or she deserves or who graduates dissatisfied should not be viewed proudly as a token of a successful retention effort.</p>
<p>Institutions need to make explicit their underlying (and sometimes conflicting) rationales in improving retention. Only then can they create a constructive space in which to develop more nuanced approaches to assessing the significance of student attrition and more creative solutions to mitigating its effects.</p>
<p><strong> </strong><em><strong>Lawrence Butler</strong> is senior consultant at Maguire Associates Inc., a Concord, Mass.-based consulting firm.</em></p>
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		<title>Pattenaude Emphasizes Higher Ed as Key in Maine</title>
		<link>http://www.nebhe.org/newslink/pattenaude-emphasizes-higher-ed-as-key-in-maine/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=pattenaude-emphasizes-higher-ed-as-key-in-maine</link>
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		<pubDate>Thu, 31 Mar 2011 19:00:16 +0000</pubDate>
		<dc:creator>Shoshana Akins</dc:creator>
				<category><![CDATA[Economy]]></category>
		<category><![CDATA[Financing]]></category>
		<category><![CDATA[NEJHE Archives]]></category>
		<category><![CDATA[Newslink]]></category>
		<category><![CDATA[Trends]]></category>
		<category><![CDATA["New Challenges New Directions"]]></category>
		<category><![CDATA[Complete College America]]></category>
		<category><![CDATA[Maine]]></category>
		<category><![CDATA[Maine Community College System]]></category>
		<category><![CDATA[Maine Department of Education]]></category>
		<category><![CDATA[Maine state Senate]]></category>
		<category><![CDATA[remediation rates]]></category>
		<category><![CDATA[retention]]></category>
		<category><![CDATA[Richard L. Pattenaude]]></category>
		<category><![CDATA[transfer]]></category>

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		<description><![CDATA[<p class="wp-caption-text">Pattenaude presenting at NEBHE&#39;s 2011  Excellence   Awards</p>
<p>University of Maine System Chancellor Richard L. Pattenaude emphasized the confluence of economic development and higher education in a joint session of the Maine state Senate and House of Representatives in his "State of the University" biennial address on March 30.</p>
<p>“Historically, higher education has meant ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><div id="attachment_8756" class="wp-caption alignleft" style="width: 160px"><a href="http://www.nebhe.org/wp-content/uploads/MG_0955.jpg" target="_blank"><img class="size-thumbnail wp-image-8756 " title="_MG_0955" src="http://www.nebhe.org/wp-content/uploads/MG_0955-150x150.jpg" alt="" width="150" height="150" /></a><p class="wp-caption-text">Pattenaude presenting at NEBHE&#39;s 2011  Excellence   Awards</p></div>
<p>University of Maine System Chancellor Richard L. Pattenaude emphasized the confluence of economic development and higher education in a joint session of the Maine state Senate and House of Representatives in his "State of the University" biennial address on March 30.</p>
<p>“Historically, higher education has meant personal growth and discovery, creating and preserving knowledge, and helping our students become lifelong learners and better citizens,” Pattenaude noted. “Today, however, the new ‘normal’ in higher ed is all about rebuilding our economy and creating opportunities for our students to live and work in Maine.”</p>
<p>To steer a path to this "new normal," the chancellor outlined three initiatives already underway to improve: remediation rates, transfer issues and the University System’s responsiveness to business needs. He noted:</p>
<ul>
<li>UMS is partnering with the Maine Community College System and Maine Department of Education commissioner Stephen Bowen to prepare a “Complete College America” grant which will focus on college preparation, remediation and retention.</li>
</ul>
<ul>
<li>Maine’s universities and community colleges will work to solve transfer problems among public institutions.  “We are committed to working collaboratively to make the transfer experience smooth, seamless and effective,” Pattenaude said.</li>
</ul>
<ul>
<li>The University System is working to help address the state’s need for graduates in information technology and computer science programs.</li>
</ul>
<p>Pattenaude said the University System has made significant progress since his 2009 biennial address, which kicked off the <a href="http://www.maine.edu/chancellor/NCND.php" target="_blank">New Challenges, New Directions</a> initiative to focus on achieving long-term financial stability, keep education affordable and meet Maine’s changing educational and research needs.</p>
<p>For a complete text of Pattenaude's speech, <a href="http://www.maine.edu/pdf/SOTUMarch302011.pdf" target="_blank">click here</a>.</p>
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