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	<title>New England Board of Higher Education &#187; maguire associates</title>
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		<title>Before We’re Up to Our Necks in Aggregators, Let’s Get Out Our Net Value Calculators!</title>
		<link>http://www.nebhe.org/thejournal/before-we%e2%80%99re-up-to-our-necks-in-aggregators-let%e2%80%99s-get-out-our-net-value-calculators/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=before-we%25e2%2580%2599re-up-to-our-necks-in-aggregators-let%25e2%2580%2599s-get-out-our-net-value-calculators</link>
		<comments>http://www.nebhe.org/thejournal/before-we%e2%80%99re-up-to-our-necks-in-aggregators-let%e2%80%99s-get-out-our-net-value-calculators/#comments</comments>
		<pubDate>Fri, 20 Apr 2012 12:07:40 +0000</pubDate>
		<dc:creator>John O. Harney</dc:creator>
				<category><![CDATA[Admissions]]></category>
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		<guid isPermaLink="false">http://www.nebhe.org/?post_type=thejournal&#038;p=12655</guid>
		<description><![CDATA[<p>No sooner has the Net Price Calculator wave crashed ashore, the next wave of college-choice transparency in the form of third-party data aggregators is threatening to engulf us. A Net Value Calculator can help us recapture the high ground. </p>
<p>Since last October, Net Price Calculators (NPCs) have become a fact of life for American colleges ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><p><strong><span style="color: #800000;">No sooner has the Net Price Calculator wave crashed ashore, the next wave of college-choice transparency in the form of third-party data aggregators is threatening to engulf us. A Net <em>Value</em> Calculator can help us recapture the high ground. </span></strong></p>
<p>Since last October, Net Price Calculators (NPCs) have become a fact of life for American colleges and universities.</p>
<p>Some are doing the bare minimum to comply with the federal mandate by adopting the generic, federal NPC template. Others have developed more robust, custom-designed NPC’s that are more accurate in the information they present, better explain the school’s financial aid policies and even serve as marketing portals with links to messages about the school’s positive features and overall value, thereby framing “net price” in a larger context.</p>
<p>Back in 2010, we at Maguire Associates predicted that the online NPC was just the next step in an inevitable progression leading to the emergence of college pricing data aggregators.</p>
<p>A paper titled <a href="http://www.maguireassoc.com/papers/thesecondwave/" target="_blank">The Second Wave of Consumer Transparency in Higher Education</a> by my colleagues Sarah Parrott and Jessica McWade predicted: “The new transparency is being fueled by the mandate for net price calculators. By October 2011, all colleges and universities must post net price calculators on their websites. Not long after that, the web aggregators (think Kayak.com) will find a way to grab the net price information for direct comparisons between colleges and universities. This information aggregation has already occurred in most high-end consumer markets, such as housing, travel and automobiles; it should be no surprise that the same will happen in higher education. Some institutions will fare surprisingly well because their net price calculators will be sophisticated enough to incorporate all institutional grant aid in addition to state and federal sources of aid, thereby lowering the net price that families will see online. Other institutions won’t fare as well because their net price calculators will be more generic and won’t account for all sources of financial aid that can offset the cost of attendance.”</p>
<p><strong>Here come the aggregators</strong></p>
<p>Well, the future is here, and comparison shopping for college tuition has begun.</p>
<p>First of all, the federal government itself is already providing net price comparisons of schools at its <a href="http://collegecost.ed.gov/catc/" target="_blank">College Affordability and Transparency Center</a>.</p>
<p>And where the government goes, commercial vendors can’t be far behind. For example, the website eduLaunchpad.com describes itself as “the first college search engine which allows students and parents to actually see and compare thousands of colleges’ net prices side by side, rather than having to individually search out each school. Unlike searching on individual schools or other college search engines, eduLaunchpad can include the net price calculation directly in the student or parent’s search results. This new information is going to become the standard search criteria for all college searches.” Like other aggregators, eduLaunchpad is supported by advertising from colleges themselves.<strong><span style="color: #993300;"> </span></strong></p>
<p>This development sounds like something we should all be applauding, right? After all, NPCs were meant to create transparency in what had long been a very murky, frustrating process for prospective college students and their families. With the NPC, these consumers can now make better informed decisions. As noted in a <a href="http://www.nytimes.com/2012/02/26/opinion/sunday/comparison-shopping-for-college-tuition.html?_r=2" target="_blank">recent <em>New York Times</em> editorial</a>: “The purpose of the calculator is to let families know long before they apply whether a particular college is within reach financially. Grants at a college with a high sticker price may actually make it less costly than a college with a lower sticker price and less generous financial aid.”</p>
<p>But now third-party aggregators using a limited number of criteria are busily reducing every college to comparable bottom-line figures. For those institutions that have gone to the trouble and expense of custom designing NPCs in order to more fully reflect their financial aid opportunities, it may seem that all of their carefully constructed detail might go for naught. Such would indeed be the case if a potential applicant were to forego a visit to the college’s website-linked NPC based on what he or she had already learned from a less informative, but more convenient, aggregator site. <em>(See Endnote.)</em></p>
<p>Ironically, the evolution of the NPC toward third-party aggregation could end up subverting a major goal of the whole exercise—namely, encouraging applicants to consider schools that they might have erroneously thought were too costly.</p>
<p><strong>Net price is only one factor of many</strong></p>
<p>Such an outcome would be particularly troubling if its effect were to dissuade applicants from learning more about what particular schools offer for the money they charge. The fact is, college applicants and their families are not concerned only with net price when they make their college- choice decisions. For the past three years, Maguire Associates in partnership with <a href="http://www.fastweb.com/" target="_blank">Fastweb</a> has conducted a <a href="http://www.maguireassoc.com/papers/college-decision-impact-survey-students-college-preferences-and-plans-in-the-2011-admissions-cycle/" target="_blank">College Decision Impact Survey (CDIS)</a> of over 20,000 high school seniors annually, in an attempt to better understand the factors that drive prospective students’ decision-making regarding the colleges to which they apply and ultimately choose to attend.</p>
<p>Again and again, our survey findings confirm that cost of attendance, while important, is only one of an array of factors that influence college choice. High school seniors continue to place the greatest importance on “<strong>Value of Education</strong>” as well as:</p>
<ul>
<li>Quality of major and students;</li>
<li>Career-oriented coursework/majors and future employment opportunities;</li>
<li>Total costs and the availability of merit- or need-based financial aid;</li>
<li>Academic facilities;</li>
<li>Campus atmosphere;</li>
<li>Personal attention; and</li>
<li>Preparation for graduate/professional school.</li>
</ul>
<p>Students’ college priorities have remained stable despite any concerns about the economy. In fact, they appear to be willing, even in these difficult economic times, to pay more for higher education if it means they might obtain greater overall value for money. In response to the statement: “I am willing to assume debt, or deepen my financial commitment, for a higher quality education” a substantial majority scored 3 or higher on a scale of <em>1 Strongly Disagree</em> to <em>5 Strongly Agree</em>.</p>
<p><strong>What we really need is not an NPC but an N<em>V</em>C</strong></p>
<p>An important business concept is the notion of “net present value.” It allows you to decide among alternative investments that have different patterns of costs and revenues over time by calculating the net value today of their respective future streams of cash outflows and inflows.  In other words: What amount of money today, if invested at a particular rate of return, would be equivalent to that future stream of dollars?</p>
<p>In the world of higher education, the comparable question becomes: What would be the net present value of investing in College A vs. College B, when you take into account not only the net price of attendance over, say, four years, but also the stream of future earnings historically associated with graduating from each institution projected over one's working lifetime (net of debt service and repayment costs, of course).</p>
<p>The Obama administration recently announced an initiative in the spirit (if not the technical sophistication) of net present value called the “College Scorecard.” Linked to the NCES College Navigator website, the Scorecard, as currently conceived, would supplement net cost of attendance (captured by the NPC) with indicators of relative value such as completion rates, student loan debt and repayment rates, and earnings potential. Colleges will be asked to issue a <a href="http://m.theatlantic.com/business/archive/2012/01/the-case-for-a-college-shopping-sheet-or-obama-reads-the-atlantic/252214/" target="_blank">financial “shopping sheet,”</a> containing these data. Below is a <a href="http://www.whitehouse.gov/issues/education/scorecard" target="_blank">link to a screenshot</a> of the site where comments on the Scorecard are being solicited.</p>
<p>In light of our CDIS findings, however, a scorecard would only scratch the surface of what constitutes net value in the minds of most higher education consumers. For them, an ideal Net Value Calculator would gauge the net present value of an education not merely in terms of cash outflows and inflows but of a whole range of factors that we know students "value" but cannot readily quantify—things like quality of teaching, compatibility with fellow students, campus climate, potential for post-graduation professional networking, institutional reputation in the job market, grounding in critical thinking and communication skills, and so on.</p>
<p>It would be virtually impossible for any third-party aggregator to adequately quantify these intangible benefits for a particular college, much less do so in any kind of meaningfully comparable way for all colleges. <em>U.S. News &amp; World Report</em> has tried, but even it cautions users <a href="http://www.usnews.com/education/best-colleges/articles/2011/09/12/how-to-use-the-college-rankings-wisely-2012" target="_blank">not to rely exclusively on the rankings</a> when choosing a college. Despite the many items it measures, the rankings cannot elucidate all the factors that might bear on such a decision.</p>
<p>So what should college leaders do?</p>
<p>In a world where aggregators will be “scraping” NPC information from every college, what should leaders of any one college do to make sure that these third parties don’t preempt their best prospects?</p>
<p>1.     Test each major aggregator site by entering sets of applicant characteristics that represent desirable student profiles to determine what that site would say about your bottom line versus those of other schools. See if, in fact, an inaccurate or unfair impression is being conveyed that might cause a user to forego visiting your own website.</p>
<p>2.     Armed with this insight, reexamine your NPC to ensure that it presents your institution’s financial aid policies as you would wish them to be understood by various types of students with differing financial needs, demographic characteristics and qualifications. Good NPCs factor in both need- and merit-based financial aid before presenting the bottom-line net cost.</p>
<p>3.     When you do get a prospective student or parent’s attention on your NPC site, design their experience so that they are exposed to what amounts to your NVC as well. Provide them with carefully constructed messages, links and “sticky” content that will engage their interest and encourage them to stay on your site to learn the school’s full value proposition. (Parents, in particular, will likely spend more time with your NPC than they will with your viewbook, so use those few extra minutes to introduce your institution’s value as well as its net price.)</p>
<p>Recognize that, as much as you might hope to “drain the swamp” of the aggregators, that’s not going to happen. Better to count on their proliferation and work with them to promote ever greater transparency and detail. Take the initiative in providing them with all of the information prospective candidates should use in deciding on which college to attend</p>
<p>This last point bears some elaboration. In all probability, further evolution toward third-party aggregation will continue in the direction of increased competition among them, as they try to outdo each other in serving the needs of prospective students and their families. We’ve seen this happen before. Over time, the various travel aggregator sites, in order to stay competitive, have expanded their user options to include preferences for particular kinds of meals, direct flights, seat locations, etc. In the same way, we can expect that these new college one-stop shopping sites will also incorporate other criteria of value to their users.</p>
<p>But this will take time to develop. Initially, we are more likely to witness a stripping away of detail in order to get to a least common denominator bottom line. And this will surely be a cause of consternation to those schools that suffer unfairly in simplistic comparisons. <strong><span style="color: #800000;"> </span></strong>Take solace from the fact that the richer and more robust your NPC, the more you are likely over time to see your school’s  full value reflected in governmental scorecards and shopping sheets and on third-party websites.</p>
<p><strong>Transparency is here</strong></p>
<p>Transparency in college-choice decision making is with us. For good or ill, the first wave of transparency came when <em>U.S. News &amp; World Report</em> aggregated information on paper and began publishing its rankings. The second wave arrived with the net price calculator mandate. The third wave will be the emergence of an increasing number of aggregation sites that allow users to prescreen multiple colleges without ever needing to visit their individual sites.</p>
<p>This third wave carries with it both dangers and opportunities. Early on, the aggregators will be limited in the amount of information they report about each institution—to the possible detriment of those schools whose NPCs have been designed to tell a more complex, nuanced story. Nevertheless, colleges should take the lead in helping aggregators to become ever more helpful to their users by providing greater levels of explanatory detail.</p>
<p>In the end, we can all hope that, with the encouragement of college leaders and higher education trade associations, the competitive dynamics we’ve witnessed in other domains will operate in higher education as well, leading the aggregators to enhance their reporting to more fully and fairly reflect the distinctive value propositions of America's colleges and universities.</p>
<p><em><strong>Lawrence Butler</strong></em> is senior consultant at Maguire Associates Inc., a Concord, Mass.-based consulting firm.</p>
<p>&nbsp;</p>
<p><span style="color: #000000;"><em><strong>Endnote</strong><strong> </strong></em></span></p>
<p><span style="color: #000000;"><em>Not surprisingly, at least one commercial aggregator (eduLaunchpad referred to earlier) recognizes the opportunity to capitalize on the need that colleges have to stand out from aggregated net price data by offering to highlight and provide dedicated messaging for those colleges that are willing to pay a fee for a “premium listing.”  We are likely to see more of this Google-style form of advertising as the number of aggregators expands.</em></span></p>
<p><tt> </tt></p>
<p>&nbsp;</p>
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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>
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		<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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		<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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		<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>
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		<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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AEaNL5/PCmkd+/eYgRBjF1XoDPGrAKVaaAqkQZEg5eTfQpLZ/2K97EaW+dPxwoxB/Lqbf1Q33Mj/Kt6icbdFzUj/HF4yw5UFxZg8+ZtwlBUR7Om8ajiVwuBvsKAWU+Dy+ZzMmUPoAqatIvFrL+PoGpQDXhlHELmsWOoGhCK+s0isW65M4JCw5F3ZA88Tp+F6ADZXGzr5rB++CdeeeIZNIvOw9+rxfzbYy8L45YlGl6xXD3nwhUMNCBZWfn55ties23mIC+Hy+VzcPbQTnz75WTkxfjCT7StaadOokqVcNQQ8n7/+Rj4PTAE1txsgcElJB6o7+OHsYv+xXt/NcO18XURdPZ7fPvGi5jutB3LNyUjrr8V3v6BCBPL8cf99AVCgh4WOspFZkYmgmNiEVbTE5+/8iIO947H/An/ILrZ/agV6C4ae/FxULB8P3/JfA7OHDiCE6Jb2iI0DLmn1wkdZoIr8pmeneVgqb8wMJnUNa1mHp8zC7crZIsyZBfogvXBZfl0eaJ8mSJ/uHghumY4/v5nAka9cRQLJo0XPYDm8Kkeibr1QzE3xQXVoyJwetdWBIry0MDm4+Trl0YvQ8SHNmiIqr7ZePf5Z7GmeRj8AhqhZ9tm8PtqmjCIfggVc2oH125GgPPFm/uxFex/9D8OOfJwdW6srug5NOeXhfsf1VulLtbs2bPBHfOX+6TpSq2kcgjHRjz5YDJOHD8iVtDtQW7Nphj9/rvoGBsCj4AotGkYgVWzpmLNtv0Ia9ITfbok4ODW2Zi1Yjf8xTDW/o2L8eNvs9Gxb1/gVAqqx7VHi1gxxii+++NadoBv2k6xbH4Z9qe5ou8dt4vhxwA0bpcI570bMGfpcqRlBmLA7TchspqPrTflHVIbLepUx4bF87E5ORN9bx6Bh25rC0tmOlKSxcKE1h1QNyJIKXEejhxIgW+NBujYNg6nju6F1b8+Oreoh9z040g94YnuV3VC1omV+GvKAoTU64uXHr8LkWHhCBYGcuX6DfCr3xJ1fEUPMLgxOibEonZMKJI2bUJSngf69rsZdatZsGjZMkS37Inu4tDrmAaN0LBRXVR3t2L9xs2wRDZEk+A8ZPnGoWfnDujQJgFH1izF0i17hA5ux2sv3wx/5ywkCcNVv0V3xId640jqAXgHxWPg9b3heXQ/Fq/dgoj6HZFQMxoturdG3qlkVIlqjcQGYghTKS0frdlnsTv5DNp27IKoYCfsO5iGBs27irk/bxwVuvALa4jElpFI3Z2E8IQ2aBwbgayzqTiUFYgunTqgZYPGSEnagO2pZ3H9DTeipncw2vbuii5dWuPU+sWYu3Idcrxq45pbByDQywkpKfsR3agrEqIDcPxoCuAZhd5XdUHL+jHYvnoJth84ivb9BqF18zZIiPHHynmzsGbLPtTpeC16dYiHmzCIxpVeAzVr1rRtqJ4/fz5q165tW21bepQLOF6xiG6f+Awy7lJr4MUXX8Szzz572Q7lvNTlrfz5ZeA/w/ti/O4GeGFYd2xe8Du+m7Mfv46fgkYhBWODlb8QRkKjgStGA8uXL8euXbvQV3wwent7l1duLhsyzmjAaIDDcNcPfRTR7jvxwXvvYdGOLLz4n3cRbwyZeTmMBi6KBlq0aIGoqCjbHFpFLAoxc2YXpZoM6JWogVoJffDr2J62ORuL2A/lUoJl5FdiOY3MRgOVRQOcQ+Niqn/++afcPTTTM6sstWrkqBQa4FJ2nphhDFmlqA4jxP8DDbCHFhsbazNop06Vff+eMWb/D14WU0SjAaMBo4HKrAEas7S0NBw9erTMYpphxjKrzjAaDRgNGA0YDZRXAydOnMC0adPA0/Y5h1ZWZ3pmZdWc4TMaMBowGjAaKJcGTp48aVsAwp5Z48aNy4VljFm51GeYjQaMBowGjAbKogGe08g7z+Li4tCkSZOyQJzHY4YZz1NHJQuIa0AWzJsC17AOaFXr3Iba7MNJ4oyzWWKzaI7Y6Noc3do2FZtnd2L6im3igNmuiKrqhqP7l2DByix06NoO/j7O2LV5GbacroIeLeJsp7BXspIacUqrAWsG1i2bgjVbLejQuyeigjxtCKcO78Q/05citFY7dGwdie3rpmDp6oPIFCd0ePj6o0evrkjeNFts/j0mjrDKQ/XwFujdq7HtnUjbtxhzdljRI7E5ktb/iwPOddGtcS2xmzkLi+YugpNfLBpFn8Q/k5egSmgrdOtUr+BdysHSOVOxM9UDXXp0RHV/sy+vtNV5MelTdy/Eor3O6NmhNbyQgTVLZyKtaiN0qeWFGeKw6Rr1u6JBjSpChFysmTcOy8S74exUDe179EZshAXzRd16RHVEi6gApKdtx4yV25HQrifCvArOaiuD8FzowYOHmzVrhvr165cBwQ4LN00bd+k18MILL1jFl0nRGWdtt3ZP9LMOGDO1kO7wjmnWbom1rVG161kbxsdawyJDrPd/NN56MmW+tUntutbnv1poo/329s5WH88g6y8LdotwtnVEn7rW/iM+seYWIpmHK1oDOcnWYdeGiAMPvK0Dnvq1oCjZ1m/fvMkqTIm1Ta9htrp+9d7aVk//EGt8gwbWtl2usq7eutI6pHeg1TckwtqoUUNrTGSEtc/wkdbDmVbrom+vslZr2cu64dhh66O3Rlqb3DtGHOcoXE6qtVfbNtZ+d/xi3bnkOWsVb1gDorpb5+w6Y8v3zIFF1iZxVaxeXtWtP83ZXiCL8SqLBiZ82NMa2OYq6+4sIVFuivXuqyOszZ//xmo9PsfaqGk162N/bLLmnD1kfeq+QdbImpHW+uK9iK/bwNq9zwfWYyc3Wzu39bMO/mCWrTj7Zo+yhjSIsn6/o5i2q4jCHz9+3PrLL79Y169fXwRVqZNsZ3LaMXEmqlJowCoOynURB6TajjanRNn4/o3XsMnSGL8vXI7Va1fh9XsS8PuHb2Nrdh10jcvDvM0rBN0ZLNqTLKhzMGflLvHBlYxNm9zRrkkbU+GVomIrQAhxcI/Vywe1uzRC8rwfsEkcRJ53eB2mzNmBDuJL1ys3TXxnizhxAG9M//uxev16LJw5CU3CvZDl7I7Ww97AqlWrMPaTm7Hp76/x3993w9XT3XZIMuceXMQWBRdxYLJ0PHaN5xkiOw/e8TGIDTmM8ZPn2pIX/PoVLP4N0ayqKzJzLt4VH1IW45dOA068Q04c2CwuRhCnsfGyVrYprGVx2LaoYzc3C1b+8SZ+EPfgPfXBVGxYu078LcArT/eGuzhimQdnuxbcQ8b7yPhe2NhLJ4aNmos9eNAwhxYbNGhQBgTHLGbOzLFuKl9K7lGsnbMLPTr3RPNgb3HJoTd6Xi0Okz10EruTrGjcpikOLtmB/dtW4fBJX/Rs1gT75s/E3rXzsDfQBc3bxle+MhmJyqgBca2KOJs4sl1vhOQdEEZsF9YunIIUNETfhnVEWv7BxbwHM2X2rxjY92oM+3Qc0sXt07whzdlZ3EItDFbzbg+ipTh0eeOGecgWhu+88xLPC+SLKT7t4ewbivZdWmLVtOk4duYgfp6yBZ163IhgkdmFxyWXsXiGrcI0YBEfIulbl2NIn37o1/cGTFmaJgyUnGES70LuKfw9ZT1q1e2H+6+JwgfDbkf/62/H+HVb4CyMl3tuFuZ+/CT69e+Pm5/8FidOiw+bMlgODi1Onjy5wubIdAWVQSQdwoQvtgZ4p5TN8fSxHCdxCcY5l3lcHKKbJ2LcvNG5VUcEpS/AhOnTsD+qHe64ryMOn9qC8b8uRxVLI/FVbk76Pqe5K/+JJ9p7BNXHDVfFYJw4guv7/85Co7adESl6SHk8eV44nrzq5heIuHpxqB0WJG6OERE0UpYCS+WUiwxblGd+dD6XeKdyYclxzjduwvCRXBxqbwPMFe9g52sGwJK8HO+++j52H/HFdb0bICfXmDKb+irdf1Y4e3oLY1UXdePqwM9HXNvDypQfK6JyPcTlAbnZ6eLtcEZYbF1kHdmOn8ZMwXHeTCTaHd8QcfuAWHFYKzxQfASJUYFSlpGGbNy4cWjUqFG5Vy06ytoYM0eaqSTxVvGFfebYIaQcOIBj6R6IT6iKWVPHYsGmvTiwfyM++M83qBIbg+ZNfRGa0E6MD2Vj5NtfoF69BHTveDVCtmzBm2Mno+bggfCXL28lKZsRo3waELMK4oZrF3GD8mDsXfwh/rssCzcPHQhncV2KNGY54v3xb9Aez778Mu7r2EjcCca0XKQfP4wD4p364/OnsPxkBhI7doST+AIXc6pwEj3+QJ8w7Jw9BfN2H8DOudNFzz8Voc1i4W7JFVe5ZKNarY7oHHEar735HiJ63onm1d2FMcu13XlWvlIZ7orWQJ643sYtsgFGvfMW3nr7LbRvUEXUoRiEFhaJPfgcJx/06dYc2zb+jqd+Xowu9zyAgd2bifdB9P7FIqEsMUzZ/IbH8NZbb2H0EwPgIyyfnRuLHIrNzdB///03eNJHhS32sJObMWZ2lFJposRQgJ+bMxZ/+iTaJrbH/Z/9i3s//gTdAo/g+l4d0C6xL6amRuKDj95GtOh0OVWNQZ8wD3GdBRDbqTO8QiNQu7m45+qkBQMSW1aaYhlBKkIDTvD09IKH+EDxFReEtoythdgOndC4phcsYmjIyyt/daOPuADxwPSv0EzMT7Tr0Q9rkzNQzdMV6354FYnt2uHp97Zg0HNv4pZeIeJr3Q2e4mJNq5MXbr/vGbSqmYQbOrVFlyEjENLiOgy/ubHonYkLOT094OzuhS5X90LNGjXR9ZrOYvDSCk9vL7iJOV7jKpcGXEVdeYgJs7O81i7vlLhA1lPUs2gwRI/LW9wqzsHlhDsfxcgHu2DKU0OQIPZ7vfLpHDQVN4X7iatyPDzEha+5+ZfHnsm0ipvMRT2X8MOYhmz69Olo2rQp4uMv7jSHuQLmMr13JboCRiyJ3rltDQ4eFrf8Cjn9I+qigbjzKv3EQazesF1c6OiKiFqNEBUmb2y1Ii1ls7gvKwN1RHc+2N1Z3O+0HUnHctGoQT14y2Hyy1Rmk20FasCajb1Jm5DhHYnYIHFh5OaNyPALRlRoEE4k7URqhgV16sbg0P4N2Jl03HY7s5uHN+o3iENa8hZxV9hZW+/NL6A2GtXnPW1i2dCxndiaakW9OrXhKWzSycN7sW7LHljFEHZcoyYIEpFZp5OxMfmkGHKqB7cTR7Aj6aC4r6wBvPLOYOem7ahaKw4BvuL2auMqjQZOHtmBnUcsqF+3ljBC2di3axPOeIYjLsQdm7Zug19oPdT0y6+zvSuXY8/ZdLE03xdxDRsioEoetm9dB5eAeogO9Eb2mUPYKOo8snZD+Bdj0cSqRdtiDy70qOjFHnaUazHGzI5WLkVUiYzZpRDE5GE0YDRgNFDBGrgo+8iKllEsXzLOaMBowGjAaMBooII0wB4Z58hatmwp5u7rVRBq8TDGmBWvI0NhNGA0YDRgNFACDfDUe+4ju9SGjKIZY1aCCjIkRgNGA0YDRgNFa+DIkSP4999/bYs9LmWPTEplVjNKTVwGnzesGmc0YDRgNHCla0Be48KT7y/2qkVHujI9M0eaucjxGRkZtn0+7u7uFzknA280YDRgNHDxNMC2bO7cuWjVqpXtdI+Ll1PRyGY1Y9H6uWip33zzDXbv3i3ORTOnclw0JRtgowGjgYuqAW7c57mdgwcPRu3atS9qXsWAm6X5xSjIJBsNGA0YDRgNVH4N8LA/44wGjAaMBowGjAaubA0YY3Zl15+R3mjAaMBowGhAaMAYM/MaGA0YDRgNGA1c8RowxuyKr0JTAKMBowGjAaMBszT/Mr0Ds2bNsi3N502vuuMKoZK49PR0cGl/efarZYvrIchPOWS+FnnXVYEQMt6RTLxGgn9c1VRWR35eS+HqyutweW1WyXSg5keenJycQgw1raTPxOBSY54UruuBGCWRi3xSr+Wpm8zMTFu9ONIrdVaUY95ZWfm333HVbHH0jrBYL/yTK29LogMdi3mzbsqDQUzKYe83w7SSylUUBnEcOYkv65dyUMcy3hGfo3jqg1iyPGXBYVno1N+vo/wcxTNf4jh6z0oqV1n0qmP36dMHNWvWdCRqkfFlb32KhDWJxWlg48aN6NChg92GV69gHYvp/BHMmDHDdtFdcHCw7WWUdI749Xi+vMuXL4e/vz8iIiIKGzudTm8E1XRibNu2zdZ48yp0/kDpVBopl/T1NJbl4MGDNuPODZc0BDpNcWFi83DTrVu3onnz5ufpg2kl4ScN5V+4cCHaietR7P24dRx72Gzgli1bZjuXztvb26FedSw1zMaJdRMWFoaAgAAbhppuL1/GqY563bRpk+2Dh8umqVfVOcJT41mWffv2gZtieRcV9SPTpU9M9VnmocadPn0aO3bssJ0OIRtg+V6pdPJZ+hKbZaH8O3fuRKy4JFJNt5efTJd5SBzGc0sM9coPJ0kn04vCkrTUCd/56tWrw9fXt7B+dQyZt+RT06Ve+dHkqH5JLzH4rDpiUic8dYN6qVGjRuE7by8/8hJLTyPGmTNncPLkSRsG0yWN7hNDxqnPjGOd8rqXwMBAJjmksyUq/6l4x44ds13eaYyZoqAr4ZE/JFaa7ImoMqsVzHj9hWY6Gzs/Pz+EhITYflQqjc4vsVUaxjFv9uyIQ1kcGSIdTw2zwU9JSbH1ZkJDQwsbTJWGeRUV5g+bvUye60YM9kiKoreHxx8lv/qJxUZGNpikpSsOT9KwYahSpYpNr3pjRxpdh5KPvnTUCeWoVq2aTbcyb+lLOj2sYhODcrChYx2zPDp9cWHKwLqhXoKCggrrxlH+Ek/6pCMGPxIYR4ySGDOpexWH5WHDT53o6SqdfFZ1wTjWL3vMUq+SjjLKZ+kzTvKrcXzm3969e231QkMi6VQc/VnSSCz+9viRwvrhn0zX+SS99NV0loONv5e4G6xq1aoX1K/kkb7KK5+Jwd+NfGd1vUo6+nSUU8ejXvnHemX9MF3S6D4xZJz6zDjKwPeEGGqa+mxPTxKPMrAs5XGmZ1Ye7ZWTly8fX0jdyQqW8Y7CjOcLwoNlvo4AACAASURBVD/5IpNHp3eEI19uyU/fHr+Mt4dD+ZmfKktpMSQ9MVgOKZfMT6arYV0myiF1IDFUel0nepi0xJR50yeOTqeHyafHSTlUPIlPXzqdTw3rcsiw5KXPONWp/DJe8tEvjl6m6zgM80/qVaZLn3lJXj7LeOnLOIbln4xTfT5LHJ1XpVMx1HjJq8bpODIsMWRY5eFzUVhMU/kdYch46at56PwyTBo6ySN9NU4+Sx7Vl2n06fRy2MNT+eUzeSWt9NU49bk4HimDPRw1jpjlcaUyZrkZydg6YTJOHcmDX5NWiG3bBAcXz8TJszUQ2zUeJ7evwu4Fa5CTKYYiPHwQ1q0PQsP8CuU7ulFcv75wJ/JcfRF99bWo5paGLTPWIbh1IoJq0qJnY8+/M5DjWxO1WjXG4dVzkbR6F6q17IpaDSIKcQ6vmId963ajasvOiBHx6cnbsHXyHGSK694jrhqAqnnbsXnyYnEFvLsYKnJCTkYWnHz9UKdfP5zeMBcpWzIR07+3+ErMP33j9L5N2D5jJao27YLopmK8Ni8dSZOnwymuOcJr54/fnt6/DNunr0ZWjgtCu/VFWLgXdkyfgRMpR5Enrhd38gwT+D3h55+DHX/+jaOpx+Gb0A5xrRuYJaOFNWcejAaMBowGLo4GSmzMTm9ZjF/vvAf7DqSLLnpVWIN+R+4Hn2PnO69g3b5OeLLrq9g57lN8//RfqNk4Gtkn9yH3nV8x+OdvENcgAKvefAaTPvkWzj5hcEc6Nuzej6v618Fv97yGjp/9ii6D4sSnwGnMevEJHI/qiUd+fhdrPv8P/vh8DkI7D8Gwvz5DdT+xSCFjL6Y9dAcWLtmP+Gvfx+0ftMEv196Gg2ni2naPHFRLSkG3Hv5Y+uUXOJqUisMHTyM4vhaqhkXCr0Ek5gwfjtUrUtHprb8w6IkuNq0emPcbvr3zTfi3HYLh/36GAMsRzB3+CFweGI2bHr8eu3//FH8+PwrplmrwFkcpeixbiX4j7sY/jz6Kgyc8EBLqA1efZvBvkYCNbzyHKT8tgn+gF3Jr/A2nj35AXEzABbXHngSHXvinO/1rRQ/zS4dDHcSgTwx206XT6R3Fk0/FcERHGtWp+BJD4sg0+TUm+YrCkLyS1vhGA0YDRgOl1cCFLak9hLyTWDTyYWxen4k7Fs1CfFwoju1dBfh7YXueGM8W/+isYtzVK7gDhi4fB7cVX2JMt6ewdvVWRPsew6RXPkTAoCdw6ycvwMuahgP79sPp5DZ7uYmeTD5eXpYzgkM7AvuWY/2kDah+U2Okzh+HvekBCG96BtZTOTgwczI2L03GtUtWoF3LqjiwYxcCYxpj2IKh2PDmY/jls1m4ZtI8xIX7YP+Ud3DMpx6a9w3Ghp8+QY/Hu8BPZGXNyUOV1m1QJWMLloxbjz43BtokcHJ2Q+6pzZj27IvICu6Ke/76GsH+wMEd6+HhloPcbF80eeAT3PhiB1s5clLX4Z/PJiDglhF45KMncWzPclj87V8hz/F/LlYoyZyZNBCqsmi8OPnLyWyOVavGQ31WeXQcGqLDhw/bSCiHozkzFYPPKg6N6YEDB2yr5rZv3+4QQ+XRMWjMuACENKpR1vM1YaMBowGjAUcaKJExyzmyB1tn7kf1a55G/YLhvmoxLQVmBmyj9rJTIE7Hyss9iSNr1wHr18HiUwPRsZFInjgBh/OC0Xv4Y/D1YpbBCIsLxrGVW1BgtxT5BFgBnlXMWfiFdUCduv9g3aTx6HpTPSz9dhwCW/aE96EfcehUHgLbJKJG6Bj8c+NVSL1zOLo/dDdcnQkgeiuioRWtI5xcxTJr53Ss/m0ifOKuQdcB2fjkxk+wa8VxNG1RldYMTn7R6Ng/Gkt++gFpVz0ieixiyaybE06uXom9O5zQ+sURCAn2tslZo15r5BxaAyeX09j43WP4bJ4/Artegz6P3YS43o0x6evR+OzYTnR7ZiRqR+XzKAW0PdIAvPjii4VLlfX0koTZ+HOJf3lcRRgQaagmTpxYZlFo0Lgs1zijAaMBo4GyaOD88SMHCHk5Yp+J2PbjGuzjgCI/2uLijPSjy/DzVb3w5b1fIuLu+5HQKgxZZzLEHJobXP3y9xCdA+FeItGvcyrYayWMoZMwPnlWm4kUaSLd2Qd1r+6P0/OmYe30adi+ZC/ibuwDd05oixU0frUTccekX9CkSQ0sev4JvJ94Nw6l5S8PF5/6tqycnF2Qs28Fts7dDL9aNeERXA9+2cewcsq0QlFyM7NRe8idCMreivUzNwlbmC9TblY2cr1d4Bpwfg/Lhmx1gU/1GIQnNEFIVBic3f3Q49ufMPjZoUid/Ts+a90Zc3/bWJiH/sCeEFcBFfdHOv2PPOyB6fGlDVcEBhcG8K+0eev0un5M2GjAaMBooKQaKFHPzLVqAAJCXbHl779xbNQd8LfZpLOiES4wGgW5WYXR8wrqgNsXvIE1D1+H9RPm4NDwYajWKALux5OxUwz3NR7ey0adlXVSmCqxzyM3DaePHRZxdYDMVJw6cQxunuGyc4Y8MQRYs0tXBFX7En/d9QTcavREoxaRmCYWXZAo/Ww6/Jt0w/XjuqHR1/fh87t+x+6dIxFcrXqhDiyuFqTMGo+De8V+inefwK4PLTh1Ohtnfv8Nh568Pn9FoVVsxvSujoQb6mDOxO+RnSmWIguL5R0dBt/cU0gaNxk5V9WzXc2dk30SOTQmuZ6o1f9J9BnRIj+v3Gxk5IQg8YUxaHZbL3yUOAgbZ0xC+8H1L1gEwuE5Lom3N8xYKHgxD9wQK+esiiF1mEyjWN45Kxol9s7sLWV3mLGdBDPEaEcpJspowGigRBookTGzeNVEi0fvxKZ738Z/B9yIuIZROHZ6D6KHPAln0YvKySrYKJudJb7OnVAlpj46PfkU1vR6AnN//xc33H0jGnf7AUtfuxdZ2wbDz/kEUqsFoN+9w1A73g/LXn0S1m0dkbFrOZIPh6Df9QOEnRIbWEVjnS32HHkGtECTqxvi61ET0PWxz1DVR/S0RE+KPa9d43/CorFLEFk/CKnLlyCgcXtExBRs3GOPRhhca9ZBLP10GmpcfQ9uGHUn3IQRPDr/G3z96A/YOGcXakL0KkQPLEcYr+h+N2PB7zdh/Z5kBAhez5hEtLitI2b8PBo/5O5BjUAXHHLORKvrb4LFegrbxr2FKcdi4OThi9qdW2Lh+7/CLyYYllM7xDKXYCR07H6BIWPNcC/UoEGD7BozOWwna1APM54N/8yZM9GwYUPb/h91nswePXn0eBrC+fPn22SpVatW4dJ2nU7FJo7qiMEN4Nwb1rRpU1vvjOk6RlFhGtPk5GTbvhudTs3LPBsNGA0YDTjSQImMmRjrQ9ytz2CYVxjmfPAjdi9ORbWOfVFPnPjgktgZeXWb2BrswMbtkNDvFNxEp8mvfR90fWQqjp/ag2y3Xhj8+98Ie/oVbFu7HMe9fNHoyfvhXz0Sg37/BXNHjMKexYtg9QvCdT99jGbdagl5cxHergvyIuJF7hbU6z8Mnbb7ocU1zW1p0Z17wz+7PiK7hmHT+AnYPX8HPAO7Y8gnj6NGQH6xqjZqjoS+bvAQPT538dzh2uEIE4aYLrj2g2izJAVO6QfhE9MMTbuFwk0YM5egpuhy5/2w5PyDyPgIYTU80e3d/6JajTex5t8l2L3HBbXveRoRUZGI79sJezftR9LiI3Cu4o/Igdcgrl0wVv69SPAFocuor9Hq5qa2/PT/aATkKQR6mt6g62EaF/bsuEGRG2q50VjubSKWTi/xVRrGccM0N2xy1z43TbOXRqfzFxVmOeSmaZ5CUBYMGjMuiOEmUuOMBowGjAbKooESGjNCuyLy2jtwm/hTXfPHRoLmhS56wDDxl//MRR6d3hwrA0DVSHT+7Bt0Phdje/IMrY9eP/ysxTLojCYPvogmBSn+LXrj1rG9C+naPvdN4fP1v00ofFYfwvsNxQ398mPCP/6vmiTW10fj2v/+Uhh3Q2LhIyIHPYSh4k86Z89qaPHSaPEnY/L93h99d34EQ41fR8vHL4y2F8PhOXtDa0UZD+IwXf7JOS/VUOn8Mm89nvmTX853yR6YTifj7eHQEDFd/ZMySnr6RWEwXZWfYeOMBowGjAZKo4FSGLPSwBrakmiAvRr+6U43JnqYhoE9MznXRQzVKOr0El+PJ5+K4YiONKpTcSSGxJFpuvEqCkPy0ieeNIyO8mS8jsfyUyf0JYbKr8sj5VRpiMl4iUUcnU4Pk1/HJp/EoEySR5dZxksZ1LAsC33iyXlJSUufeahO5Wc88yM/fflXFL3EU3EkhiwP02S69Ikpefks41W9qOWR6bqv4sg0xhFHys98+Kymy+fiZCAd/yQGcVQncRhXFJYsi8RxhCHxpE86+cy8yS8xVF2peEU9S37V1+nVMtrLQ+Xlc1mdiqNjSBns5S9py5O3xLiwJZUpxr+oGuAc07p16+wuzZcvvBTAXpgvCJf3c68a95uVpGej47CR5BAhF5IwjQ0mnU7nKI7x/GHzrDticO5MyqG/uPYwyU/HF5n7zPjHg3E5VKnTFxcmBg9LpS6oEz1/PazjUQ7GUX6eEck9cyybPTrSqk6nIR+HTLkHkGf4yfSSyCBxicE9gKwjHgRLDIkjaYoL8x2hTrkwh+czyrqR/I7kUXElBnW7a9cum15luvSJpz5LfDWOZeBBsklJSSV6z1RePrN++V5QDh58rDpJK32myWfpS3qWmRj87XCYXdWJSqs+S14ZJ9816vTs2bPnvWuSRvLQV+PkM/XKw5s5vM44+Sf5JJ1aRzJO0lAOYvB3e+jQoUI5VDr12Z4sxGAZeBA033vSF8cj85d09KlHWcf28tHjdAyGyV8eZ4xZebRXDt62bdvaGhq+1GV1PKWejR5/nGVxfJH5g6TjyyxfztJgEYMysMEsz0GhbLR56Ko0rMXJwHx1RznkQae6XvWwzsswy89ytGjRolAvej72dKTTEIs3EbA8PMzWHg9pinMJCQk2Y2YPvzhemc4FQuSnbsrquOqWjSp1U1ZHHfBmBvm+lQWH7wYb/+jo6BKzq7qnHhhm489bBMojC/mp05K8V46E5e+X/OWpG/kByt9PWR0NUXnql7z8OOfHG2+9oFONsNSRGmdPVtYNF6KV1VkEgFj2YJzRwP+GBvg6l6fxrygtVBY5Kqo8lQWnIvRaERiVRR9GjkINWMpuzgsxzENZNMCufVl7VDI/fo3xq4o/zrI6YpBfHW7RsYoyDuSVX5bFfXnpuGqYX2/Mpyg5VHpHz5SlvBjUifzidZRPcfHEoD7KoxOWhfotLwZlpU7kF3Jxsuvpsv7L854Rk/mXpywVicGy6OWR5dTLby9MWp3fHl1RcTK/8uBUFAZxSlI3Mj975WJaecvCK3X42ymLKxtXWXIyPOdp4JdffrFVvL2hm+JeCKbzxeH8A++Y4nBWcTzMXKchBueYOBTm4+NTmK7TnSe4hsMGiuP2bCw5tOaIV49Xw5SDQ5Q08NwmYO9HZS9Ol4tzKpSFd4DpTs1PT5Nh0jAf7nnjVoWSNv46ttQrtz1IQ888dDqZr/TVdObN+Uz+uNV5N0lLX6VX4+WzlIMysG50HRbHT3rKwbM/ObzHd83Rh4I9LBlHOThEyDkzbiXR5ZDy0pc89uKYxg9ADnvao7PHYy+OGHzfKVdJnMxL+uTjnCjrRZ93s4cn+dQ0YlAONtyenp628tijU3n0dGLIOTv1HdHpHGGQjhj83XCYUG0DyGMPx1Ec44nBtkR3jnh0Or4j99xzj+2CTj2tJGFjzEqipYtAw4q77rrr7I7b6w2G/jIwzEZm/PjxaNWq1QWXczpqLHQcGtJ///3X1nDXrVu3sDei0+lhFZ8Yq1evtjV2rVu3LvE+MxWDjS0NM8fcu3TpYnfeTJdBD8sGZsWKFejatesFja5Or4dZxYzjD5s3eCcmJtrmiFQ5JY3+OuhYbKCmTZtm20ROYyTTpS/5i8Imxty5c23zQzSspNX59bCOR72ybtjgyhu8Zd72yiLxJA7DlIMLP9h4N2vWzKYfSSd9YkkeFVdNZ8O9ZcsW2yZ/+X7LdOmrOGocn1m/bCzXr18Pvqt6usrrSAby8G/Dhg0IDw+3Nbz25C4Oi789zjHTMJfnck7ems0PUXuXr8rySV8tk3ymHFzIwneWhzDI0QRHZZLlJz8dw9QrP1bYHsmPUZmn7kseG3MBv4yjDNQJP3jo7Mkg8SSP6lMOLgAhRlmdMWZl1Vw5+Vh5rHD5w1bh1EpnvL2wjKPPP3svj4rpCIc/AP6RX8VUeVVsHYc8LAP/pCw6DcMlwaAcEkPKQl46Pazj8YdNGfSy5HNfyK/jkU7qgHXDdBmWGPTt8elx5FPlkOm6zDJe4qthPlMOmSfDajrjS4un8+thiafGy2f5vtoEKuN/sjxlZLeV397vpbR4spyl5VPpy1sWYhGjvDgqhsTib0G64soq+aUv+Urry7ylXxoZmBf5yKPylVaGc6UuLaehNxowGjAaMBowGqgkGrgkPbOTSZuRuiXJdm+YS5VqqNm2NdzFSuG0LWvEBZriHitxQDF8xB1l7VrDU0iUfeIgkldvRPbZLPH1aYV7YB3UbBaJtPWrcPLQMRuOpVooIlo0QfahHTiwYac4sFj0LPKcUSU2AUGRbkheslKc1p8pTuAHvOKbIjyaBw/n4Ojm9Ujbm2qjh9Ubgc2aw8s1DftXbkOVOk0RHF1NfPJm4dDyVXAKq43AmoG2qso+sRP7lm5Bdo6zuIKmPQKqiTmNlatw5qg4MFnkbXELQmibZvD2cULqogU4LuK9xDFf4bH5N1VfrPrmUBKHguQXEfORX9N6nno8+fglJDEkvU6nfy2p6RJD4sg0/YuwKAzJS5945NX5Ja6UUcdj+VkO+hJD0tIvDo80xNTpGG+c0YDRQOXXwCUxZms+fRl/vDETQdH+yD5+CqGD78ctHzyDha89itl/bka1mlXE6ffHEdH5Cdz83VM4tXIivur/DCxVqsJd3CkW1PgODPrqJky473Zs3XIK/gGecIvviJt/+BQp34/G98+OR1CUmPS3eqD+Xe+iy+BsfD3gZuR5+sPDNQNn3Wqg/5if0apfdcx58WEsmLgNASJPiDvWuohzF0PyfsMn145CYM/78eDEN1El9zBm3DYErsP+g8GPXIcDc/7ChOeeQcq+TLiKBi+g90AMfGoI/rx9CPYeyBHnG7rBzacFBvz8PtJnvoPxb/4Gi6sTXOvFY9Dn36NWuN9FeRM45MK5Ji6eUIdf9IZfZq7Hc76LGyVpBDhxKxtynU7G28Oh4eCGTY6579mzp3DcXscoKkwjwrF/udGY4+9F0Us5dJ+LPzg3w03cRclMPj2dcTJPe2lMN85owGig8mrgkhizHHFNi290X9y78h3se/spfDfmfWwcNgR5GTkIajoE9055FslfDccXz7+LrS/dh3BrpjhmOAL9f/oHLdoGip6PGFvO2Yv041bUuW4Uhoy5WnxGu8PD1xV7zpyGd2h33L3qewR68FoYF5ze8pc4LT8Q3T4Zh9ZdzuLbFj0x47cf0KLfM8g5Y0WN1sPwwIzn4C56hBYXV+z8JR3uTRoA+5dixdSd6HKVpziVP0vcCCCOzclIwtRHhyMlpy6GTPtWnJpvxf4tq+FizUDWaQ80vvct3PhKN1jFGb25p7bhi1e/hu/gJ/DgmIdwYN00uF24uKdC3gYaIDbc77//vt1FJCXNhEZQjleXlEenY+NPQzBp0iQ9qTAsDUVhhPLA/CXGvHnzCo2KQlKiR+bBv2XLlpWIXieiDNWqVbNt7qVMxhkNGA1cORq4JMZMWBhxASf3EYkhxIzTIiR6TGKFFeNtkeLJKq6S8fKpKZbdihMT9guxcg9h1fvP4cBYL0Te+gASmngLDEEoboC2XW9dcKABjVH68ZWY9cQj8PaviqaPPwd/Z5GXyI/wJLY6uyMwKMYWdHK14tiO6Zg8/Ai8wmsh8bFHxVUueXALaYAOidWw7ptf0LLLnaK3IiYj3ZxxYtUi7FyTjqYfv4Za9cIJiNigCNtN03BJx57pn2HCiUmo2rIb2gxKRGijMMz/7SNMDHFDhwcfRGDBCf42xgr+jw03l0xzsUFZnWy0izI2xWHbw5BxxfGq6eThirWy8Eoc8pa1LDRm8nghiWd8owGjgStDA5fEmDm7uyBt5x94r8400cPyQ+fX30DDetWx2yUPKYs/xzu1vsOZ7Ex0fO8P1K7uipT1oocljFDWyRM4656JrPRMYcR84OKZjY1fPYpRf42Ab/u+uGfsl3ARxs2aky0M2jHRCIoVbeIyT4uTOHYnNxlT7umKGbmn4dokEcOevdV2/5j4dhcXfp5F+rE0MYwZZJtTo5XjnWzxDzyA3f2HY92cTrDQIDL+dDqyfT3gXef8vUvcpmyxiJV8GWdwJu0Y3MXyVotXEPr98Svcn30J8998Hss++UOczP8jWvSKuihvAxtuLrsuz7E8bMDp9Dmo0ghcFgzV4LAcOoaaXlpZyloW5kl9lseYlkZWQ2s0YDRQcRq4JMYsLysXfuHdcetvz6GaX3UE1QsV9kNchpllQUjCzbj2jdaYdvej2D93A7Lv6Ca6aWLoyzUcnT/8E43jbd0rcXjgTuRkuCJ20NMY+Gw3uPgGQExVIVtcqulToyOu//Nr+BTo5fgaYfycQ9Bp1Lvw2/8ZJn2zE6k7jiE0SNxsne2E4IShGPLrI4VaPMwGPS8Hrv6RaDooAksn/CSMopPtfjPPsBB4C0OVPGkBrN1j8zt7YiFJXq74y/FG/J2jMejpgpumhaG0VotF389+Qbv7/8Bnve/A8nG/oVmvp+xe0FkoQBkeODzIPS5PPPGEbaOx2virzyq0NBgyjvNdixYtQnBwMGJiYgrn3XT+osLE4AHDnDNr0qRJIYaeV1EYND7cILx//360adPGhiVllL7Or+MTg5tyuYeoXbt2hcbREb+OJ+mo1zVr1pS5dydxjG80YDRwaTVwSYxZrug5WVyCxVxVAs4thRA9JGGInD0DEdPtVnS7awG+fP59bBgxFNVFbyv7bCo2fv0WMmr5iCHACNTpWFfQ58I7SKxsbKJeeGnFmcNrsfi9T+HrmoeqTdshRKwozMtygl/t5mg75B2s/m97TP/gU9Rv9bjQbjaObZ+JBZ96wiUvF6Hdr7aNWuaKW6VzRXerzjWDsejve7B11wG0FHNq3nGd0GBQIyz8/gX85ZeGsGAX7DuVjEa9+gvDdhZ7Z4sbtP1XiNWMPqhRPwqLP5+E6s1i4Hx8I3Is4sLOJm0KDGDFVyznzXgxZ0kv59QbcC4A2bx5s23TZmRkZOFwpU5XVJgYXADC4TkeJCuHPNUFKSx5URg0ROTjHCAvLOVQY1H09vBkL5ULYrjJuDT5y5phnlx8UtaencQxvtGA0cCl18AlMWb+deojOjUQzpzaKczRguAGjcUy/AibMYkTKwObzlqGw2tXI6xeDGJaBCFl6k9IFganSsOWqNHuNYQ3T4BbLbF0XnFV6zREzajNWPvV56JDl4OoGy2ocVszRLdpAl+xYNHJLxadRvTBnNmbxWq5DIQ2bYi9Scuw5ONPbQ1m8+pxqBVWB7Uau8NJGDP3monoMOhanE2ZiOBwsZvdyQ9XffIjqjz7PNb++h12isY75p6nEBJaA+Et62LPhjmY/8EcOIktB93GvIPAaoex5KN/hIRV0fyhMeh0d/uLZsyoBvZQaAjUxls3BFJderwc3iOviqHT6b0gNV1ikEbiMD+VhuGiMJhOXvLQJ63Or4d1PBogHYO40un8eph0xNRxJb/xjQaMBiq3BgpNy8UUs9kjb6LZuVG9gqxc0emNz89lG9oOQ2euZitoWxRy36KrzqUVPF3zq3JzdUFc/G3Pg3+6u2f2OdqGj36Dho/mU1Qf9SXaj9Kpgbu7yTgL4u4dafuTMR6Bkej2xQ8oJClIGDx2iiQ557f9Gl3eOhc0T0YDRgNGA0YDF18Dl8SYlaoYXHXx/8CxZ8DeBIcKdaf3Gtjj0J3kY8+If+rQWEl7Fyov+R3xqdiUQ6WTGKqvy8pwRWCouDqeqgOm6TpUeR09k4845JV4alkd8enxUjaJJ9NlvAwXhS3lIC2f+ae74vBUHnsYpdFRaWh1OWW4IjAk1uX2WZaylEfWOetOxVCfWTaJLX01Tj5LHtVnmsxD0tGnk3T5ofPzII9Mpy/pVd/Rs8onee3JINNUHDWOPCof6UrjKp8xK430VzAtjdGECRNsp1WUthh8Adg48cZdzi/pp+arL0hR2PxB8VZm4shbhO3RF4VHDC7c4FwT57zkj8IejozT8VgWbpjmCf50crhQ0jvy1RefcvAE8T1i4/acOXMu+FHoeeqYMp2YXEiycOHCCwwweSSdzq+GKQt1yjqWJ6Kr6faedVzqhHORrF9iMV2n0XH0dGJQp1ykwwNc7X0U6RgMqzjE4EG03JjPhTEqhkpXHI48iJYLdNR60/NzhEM5iMFN/tu2bTtPRkc8eryUl+8a3xOuApZxOq0a1mkoCxc88SZwvvNquvqsYshnWXa+I6xb6pND/I74ioqnHKwX0vBdcUTLvO2lyTjqle748eM2X8bbAuI/PSzjpc90loHz5vK2aHs8xcXxPWVbVlZnLucsq+bKyccGgg0MX8iyOr4c5eFnvlwwwduZuVm4rC41NdX2o+RClLI6NgpsZKKjo4v98djLQ/6w2fDHxsYWi1GU3ipCr1xYwxWiXOpfVid//EXJWhx2RWAwj4rQSWkx2OCrjo0uDVn9+vXV6FI905gQg3VTni0tNEKsF13G0gijGrbS8Km09jBK+76wXogjR3tU/JI+07jzg5i3Z5fVUW6u0OaisjI4sVOKJTHOaMBowGjAaMBo4MrVgLlp+nLVHbvlHGYoj+OXFL+oyvM9Ir8s5RdeSeRRv/yYt4qhppUES9KQem5UugAAIABJREFUj3+lkUPyqj5lKQ8Gy8MeInuqZS0L5SmvHMTgsA+HXcrTg6AcLFN53hG1bsqjE/KWRw7qhO+8OtTJuNK6isDgUDQvs3TUiyiJniriHSEGXXneefJXlCyllUOVn8/UZ0l0R5l1Z+bMdI1covDYsWNttyI7+jEUJQYbBFY4x8nZLechwSVpJPQXjT9qjvtzKIxDjXq6lKEobMoh58p4s7Kklb7EKM7n2D//eEu0IzlUDB2fcnAYiocN87ZqPV0Pq1jqM/PmQcXcMyd/aGp6SXBk3VAfav2WhFfmRQwOmRJDvwFY0ui+jk8MDmfTt4dREj1TB5yL5DAS3zU9DymDo3iZzo83Dqur74hMo18Uv0yjz3eNN03bc5LOXhrjZDoxqA+9fmV6cfzU58GDB21yOJoTLQ6LeXB+ib9Be0PRxfGz7ig/56n4zI8eWZ/F8crykY5lYd3wt6PfEl0cjprOZ36cSww1Tean+vbSKccdd9yBevXqqaQlfjbGrMSqqlhCNroDBw48r7GTOegVLV9SNZ0/At403bJlywtumtb5VT75TJ8TrlOnTrVtVOZNxHyZ6HT+osJsrJcvX277UfHkDTmZXBSPngd/lLxlmmPuPXr0sDWc9spsE67gPx2fP0ouDli6dCk6d+5c+MOWPMXhSZkoPxuItm3b2upGz0cPk0/Hpl4nT55sOxGFDa/kkb4jmWQ8fdl7iIqKQo0aNez2RvR8dXxicNEGG0s2EDRIqtPpZVj6Ug7WDXurPOGF74hMlz7p7D2rcTQgvGna3num0sln6Uts1i/rZe3atbb5Lj1d0tGnk+nSl3HUGW+r5s3MbHjVXp5OawOyg8X3lb1mfnjRwKv1oGLIeDVOPhODxp29bn58kVamSVlV394zMWhUWQa+Z/Z+vzqmHqZe+cHDDxaORjBd0ui+PRkYR9mZN9s0b29vRhViqM8Sz0ZQ8J+MoxzkZ4+3rM4Ys7Jqrpx8fBHlnw4lK1jGs6JVx3TysrGSf3q6GpbPOi552fDSl3ik1enkj9IeDvmIIXEkbWkwZBmkHMS0V2aZP32Zj4wjj5SFvu6KwyM9MaUM0tfLoYfJp2Mzf7VMkkeXWeeTdMSU+Uss0qrp9vLV01UZ+Mw6Up1OL+VT4yWGrF/yy3TpM07yOkqX+dOXTvJLn/ESR43jM8uvyqKnq7x8lunSl3FSnxJLrQOVVsoh+VSfGCqOIwzSqHzqs8pP3dIgqfnLZ+mrvPJZYlBWe3olnV4OHU/VKzGYLml0X+ZLn06mUw4+k1++YzKNdFIGNU4+S1/KIXVGvtK6C3/1pUUw9EYDRgNGA0YDRgOXWQPnf6qVUZjNP7+L5X+Ig3jFyfOuwaFo+/zriIrxwupP38T66avE4b5i+Kp6DNo+9BzqNA7Cyc1zMXXkJ0g/Lc7gE0n+jW9A9xd6YenIF7B3437bTdIBrTqh/SMPoKqvG3JO7cHsV0fiSFoMenz4LAJsWxFyse23T7H011nIyxabiquGoIk4ZqpR+9rITFmLKS+8hVNHTosDga3wqtkdvd67E1s+eQ1bFmwW8gj6wCi0fOwx1GkUBZfcE1j89kjsWAV0HPMqIsI8cXTBZCz+Yx7avzMauWun4N8x/0X6KTE+nWNFUPMh6P7KABydNV4cZfUDzjh7osHDz6NFh/rIOrwdc557Xey9OoLA7tei+wO3wEtcJVOZnfxKlV9J0pcyq1+ejFPT+SXFdP7xWX5ZqTTkKQ6DMpCGPjF0fj2s40le6TNP1en8epi05OVXJH3KQFl0OvmVWRS2o7IQV3VFYTN/VQ7y6fTF4RFDxeGz6hzhqfGSX+Uzz0YDlVEDFWLM9sz4B6tnpKLVDW1xcOpEfLl6Jx6Y/hN2TJqIDctz0fKaVkhZOBbf37gbd8//A677VmHhzzMRf91ABIsrX3wDq8Ap5yhW/fwXTnk3Qv0EX6wc9Rp27zuO+794BYdoWH6YiiNnshHQpT963Mx9JnlImjUFKybvQtuhXXB8/VT8euMGuMydhsj0nVj8zVTU7NELEdFV4B7kLy7TPIMNf/6NHcn+aH5VYxzfshLfdu6ELh/9gp7X1cKWGVOxbOZh5MW1wK2vDMbp9cuw4pc/0XTMaGRsWYolP81H3Wt7C3nd4Bvsh7RFk/HjXSPg2SgRNXzPYPu88YhrHIKZQ4Zi1UEPJLSug7T1/2DPnqsQHyvOeKzEjmPV3Fwr5w/Uxoxi22vAZXE4rMAxd07+cs7K3rg9aXVMNcwGkzJw3J4YnNtR04vjZzobds5jcBEJ53dkWZhmz+n4pGEc58xYFo7dcz5Qp9PD5NP1Q50Qg2VSh4903qLCNIgsC3VLWfQ87OWr40kMOZ8h5zPJS6fTy7D0ScO6kRthGTbOaKCyaqBCjJlFnB4cUKcvrvtyNJI+fRLv3v8tUpKPwcnZQ1zxMhDXffoIdn/hgo+emSAazXSEiVPx3dzD0fqZN9CggVhVJCZBLenbxIG8Pqg76AUMeqkNnFMTxPUkC3BGaG77v9MRMOA2RK0bj1V//ojON78O27Y6izOq1uqFwZ+9i7Tp7+Hta0fjwP5jiA6ywNU3WNwC/QLaXx0NJ1eBn3dQIHmiZrvbMfDTO0V+R/B7ty5YNHIMmnZ9BxZPfzQa1hVHp43HvgcGwtndFS5cJiq4+EHtUa0WWj89Gg0aV4GzwNv341s4sjtN3M12B3pf30HcbC1OAji2H8nLt8G3+63o9dE78HA+JeI9K2vd2wwAG7hvvvnmvBVVamNWnPA0InJhwZQpds6qLA6gIJ2NPhvdBQsW2OUoiUykoSyrVokudhkdMWiIuNCgrI464WKFdevW2YxBSWS3lxfLwluzaZTsueJwKYc0YDwVpTh6e3kwjnIkJibaylLcR4IjDBNvNHCxNVAxxszFgtMpCzBj5GvY+8Of8IvvhIjwECQ55eH4timY+UYukmdMQUjTqxAd7ouMfWLCM3M7xvZsjHFurmj+9je4elCMuCYmC/tmfYl/M8di49w9iB4yDG5Hl2LV7B1o8PwbiG1/DB89PBPJB7MRVV0MBbmIZcOpizFj9Ns4vmIsvGPboG5cKPKOrMm/nPOuLpjl4YK6j4/GzY/3EVZJfI3mZolLYAA3cfVM7MAOWPb+DBw7epaf1whu1x8+pz7Fym9noVn1c6pxErdZZ6WtxdheTfCnkLfd57+ja6+BaNT1Z0y+4Wqs/6o3rn7pXdRrVxttnrgePz/zBV5bPgsdH34LHYd1zze8F7smy4jPBo49CH0IqjRwbDTpytpYkldicIVXWR0x+MeehMQrCxZ52Ssqj6sojPLotDzyq7zGgKnaMM+VVQPnWuxySMit1xlpe7Bp/GT4xvbDPZ++jOAAF+RZ8nD6yHas/nEn9u89jn5j74W/lwXJueLOKJcwdB3zEWrX8YFvnXhxpfNhcbtzLtK2LcGGjADUe2AUeo+6Gyk/PYODu48gfMNUJKWLY1eObsHKyasQdUcrcaO06BWcSMa6X79Bys79aPvOywgPccGJA2IJsnMQ2owYjabtQ+EdGSuMldigrJ11ksv71JwCxfJYF9EQi0MuLVXRevhg/Pb6H0hpFy6+iPMb6TzRa3CtWlvIOxq1Y73hV7cuXKr54uZJM9Hkl+8weeQb+G7Adbh93iQ0e/ojhHXph2mvPI9pw2/E6TPf45qnr7L18Mqh4ovKSkPm6Ov/omZ8kcAroizlMYayWJUFQ8pTVr8yGNSyym74/v9ooEKMWV6GFdXiB+HeFe8W3vYM63FYM51Qs+V9eHjGUPyW0Arznn0fjTt9DSeLWGrr7C0u6+yEyNgCEc4cFPZGLKQY+i5ueb1nQQ1kY/OUyeKSMW/sHfc99okvZh9vZ2wZ+wNOD2kp7tkU+ytqD8T9a0Zjdr+OWDjyI7Qc2BPVbJDuCGrUFpFtC84LzOUwY77jNPiZXaux/KspCGxzj9hz4iM6ZmJJanYW/Fr2RFj1L7By6m7kOhUM7whDZ3HyRY1WHREZ52YDObkrCZmu1YS8j4m9Jin4YMjPOLpnB5KzQ0SZe2DIL1VxRPREj+wVh6KichozNlKcF7rpppvAyznlvIzeeMn4AvWd1wPj/BDPuuNwFs/MK+ucGffL8K9p06bnzTPZy5Nxukw0yNzLxIOTmzVrdp6MpNfLpIclDeXn3izuqZLLjJkmnT0+XRYaU+694zl1+iHQEoe+jqWGWR4eysv9UI42kqv09vCIwb17LId6caqUwRG/Gk8M1gsx9HJKHOMbDVQGDVSIMbOKIbo8cZu0aAeUyzfFj1XE52ZniF5JENo/dhvW3fcxVs/eiPpiE2dO5k78PbgDZnqIG6Ebt0b/14cJ5lxBn23rQLFPdGbnDKyeewLt3/4NfW4RxktYoc3v3Iyv/jMbuzYki56UaNSyxYpIeKHVI/dh2cAnsOSv+ejdwUMYxhTMfLQ/Vr/qDrfQGAz84i3xg8zA7mlj8HniLzgjfqCZVWNwzXO3w8tVXAopbpXOE5d7Ar5ocv3VWHHtMzjpKU6BYG/OIk64TtuAv6/vhJmeFgS26oA6TSMw653v4F3FHadSUlBnwF2oHSE2Mj94O85mZcJy9gQyfRqg2y3XU+xK69h7qFOnjm0zqxxO0hsttXFjQdQwjSENGYflGjduXDh/VhoMNpg8kYGOGJyzKg0/+VgOLh7h4g8aVZ1fD6tlID8d41gW3gJAQ1SeBSA0IrVr1z7v1Aw9z6LCNIg84YUfGfLm7KLopfy2ghT8R71yyJUbc1nHcv5M0jjCU+OJQVnkjQaS1/hGA5VNAxVizBrd/Thq9POH6DSdcxZvtHrsGdTPEQZBxNYceDtutlaDV4gr/EJ74saP85B1VqxaE0N4HhF1xBxWCHq9PhIetZsWDsk5eVZH7w/eRMxVzURPLn/Ir87Q13Cj31wEBrgj+LaHEdDRE+wreSf2ww1fiaXzYqWhe404DPp4FM4eF9cjiJuqXfxD4Onlh/bPvoyYTeI6DWF4LdXCUH/wIPhXEUtJ8s6i85PPwa22GI4UrkbHO3DTh744mieGFEWZfFoPwPUf+9vkpcHzjqmPuB5t4ObsgrTko/Dwa4yGQ3vB2zMPfUc+ip0LNwjDG4CYPgMQFh9ow6zM/7E3woZOGjO1MaPcxRkC8pGGGI56ZkVhsLEkn4qhy6CHdTw2uhJD+qrOdX49LMspy0KfBlKn08PksxdH+SgHcWS6LrOMl3LqYdKTX5bHXrrktScH9aqWh8+qc4SnxksMlc88Gw1URg1UiDGrmdgLNS8onSuiuvc9F+sdgUa3PlQYbnn/uWcZGX/D9fLR5nuGJqD5jQnnxbkG1EKLu2rlx4V3RXXRYbM5t0DUG3R/QQBIuOvcs4z06XUdonvJkOI7eaFOz/7nIoQhrnXTUBTkAkQ2Qsv7G51LL3hqdOvdWpwzaib2sf1pCSZoNGA0YDRgNHARNVAhxuwiyvc/Dc1hLP7pTv0yZpq9MHsi7Dnwy5kYDEun08t4vWcg+SSGpNP5VWzSqOmcS2E6/4gj0/S8isKQvCyPnJvR+SWulFHHk7zS1/n1sI5HXGIyXuqVsuh0eph8Ojb5JIaqE11mHUsNk09iEE/t4TFPOqarTuVnPDGYp8Qprmcm8VQcyS8xmCbTpc+8JC+fZbyqF8pCp+pD0kmf6RJHjSMO5ZD6o6+my2fJSxwZp8rAOBkmrY5DPulkXgxLHj2NGPJPppXUV2W9mBhFlYOy6nKo8ksdqnFFPZeWXsdS60dPK0nYGLOSaOki0HDoiIfRsqEqztl7SfgS8gBY4tg7Ed0epo7DF33Hjh22uRl5mzH5dDr9x6xis3FKTk62NbacN6M89pyOqdKwLNzwzDmvf//914alpvNZ59fDxOCm6xQxfzlv3rwLGiAdTw9LPMrPmwQWLVpkqxsZr9OrYV0/1Annu1avXm2bryoJhk7D8hw4cMC2X03WjU6jh1WZ+Cwx+NHCuTNdTkf8arysG+qW5SGGmi7z1LFlPH3Scx6U85nce6fTqnjqs4rBZ9YNN5HzwGLVSR7p20tT47j9g78d/UPSHj/5ZLz0+buhPvmucUO7/pEg85L0MqxiUa8sC/cjUjekLYpexZA4lIMYzJ+y6HqVdCqvvTyYP+Xge29PDns8OjZlYP3YOyhY8kvfnjzUB/nLc92RuZxT1ewlfObtzKx49cuptNnz5S0PP/NTMfhClcXJl7Ss/MyTGJRFfsGXVY7yYjBf6pQ45XH8cZenLMxb6lPqtyzySF6JVRYM8hCnKIyi0iQ/McrzvpKfei3JB2BR5WTdUt7iZC4Kg7xSt0XRFZUm+csjh4pRVhxi8K+8dVPe3x7l5w0RvFanDM7cNF0GpRkWowGjAaMBo4HKpQFz0/Tlqg8u3eYwUlm/pih3RfQg5NdYeXoiFYVRHhmkPqhPfr2X1fELlcOmXA5vr25kWYvCl1+o8qu5KNqLncYyVIQcFYFjMM6vbfl+lad+LgaGxDxf2osf4u+Wd7vFxuavKi9tjsVP2JQW0dCXSAP//POPbSOrvTFi/eXWw8yAL9yKFStQq1atC27vLalR4DAY5zD8/f1tF3RKI2AvP7VQajoxaJh5fl9dcTKKxHBEL+NVGWkgVq5caeN3tMlYzZMYepj64FwI5wC5V01P13nspZOG4/a8vLFhw4aFi1EYL50jPplOnzrh/BL3manlKY5XTadOODcUFBRkuzSR+lLT1fzks55OjD179tjmhmic9X1mkk/6kl/6jCcG51Ko26ioKNvwq5qu8zJsL13OZ1Insu7t0dlLIx3rl/InJSXZ3nmVV33W5dHTGCZGaGiobX5G5if5pK/y6c/UCecx+bvhZZRMV2kkphqn4xKDUw28IJS3vOsY9niJIePpE4NzzfzN8WJNma9Kp+drL43zZaxfbs6X+DqdGm8PkzJw2oQYJeGVNCouf3vU6RtvvCGzKJVvjFmp1FVxxDRiHTp0uGASmjmoFewoLBsZnnbBH6ZqRHR+KbUezwlwTiCHh4eXa9M0cfiDKOqmafWHRnnUsPxhJyQk2G7MpZxquiMdyHLRZ2PHBSRchNKiRYsL+EmjYuq6YDrj2GAShyeRsFw6nR7WcRnmnA4n5GkQeROx5JE+aeiKCtMgsm6io6PLtWmaZea7xhue7RkzVQb5LH3KyLqRN02zPGxw1HT5LH21XDKOdcNGl/mrN03L+pB09ngZRzrKwbqlTrgBvDgemS7zkNiMJ0aUMMw0JHo66egkv/5MetYNG/+wsLDC+rVHL+Okr2IRg7qkMQwODrbJURpZiEmdEId6pSz22gCJyTqQ6ao8lIn6IA5Pm2GaTJe+Kre9OKbzY5Zy8ONLpdefpTwyXsWjPsrjjDErj/bKyWuvcSGkWsGOwnyR+WLwBSWOfFHt0TOOTsdlHDH4EqkYOp36AtrDYTr/iCHLVBoM/tDIzzLIxlLn18O6TNQHeRkvfcqqOhVDfZY0UgbpUy6dTg+T11Ec5WCZZLous4yX+ethKYcsj710yWtPDjZQzF/iqO+I5FMxpXxqnIqhl+f/2rsOMCuLq/1uL2xhl11YkIUtiCwgSi+KdAQBG2hAjNgR1ERDTDD5jUbUR6MoiomKSlBR0agolqgRLEgRIgZEepUmbalLc8s/713OehjuvXv33hV2ZeZ57p1yznnnzJnvm/m++aboPEVWpwmONKSMC4Y3PqYJjsgKH+OkaZ80OuEVWZ0mNEljXDDI702GvL7SBU9jCCbl6DSPjuuwXFuCo68TzecrrPMQDG86e0sTWWLTMW7/JN3DcJTHV5pOF2zxSfOmg8hoPoZpl2DdT4uTgkVwcs4CzgLOAs4CzgIn2QIn9M1s67x3MG/ybNS/YBha9jE75Rv34861mDthEvI37DB7IxYh4ayuaHv1QNSML11MvH3Wv7Fo1kq0GnkzIjZ8gbmvrkbr269BrRSzQPfANnw57ilzYOdlaNqhKfavW4ivHv8ndh0qNsfH3IIz6u/E3H+YTYn3RCLSnE9WdNjsExmbiCZDLsaWD97BXtRB+1tvRu3U0rwK96zGrAefQUFiDtrdfB1KVvwHcyd/6DnJurgwEnW7XYVWA9Ix66G/oyS1Azr+5hLEmbWg615+Hjui66JBsygseO5Ns24kBpHmdOlCM/QWnpyGNr8bjbq1409yVf+82fOJSn7ecuKbk3b6aY00kQ30yczGo5zg0NdPfDpff2GRF10Y13r6k9U0wRFfaIxr5w9b6yBhLctweXjaJr4wNKbgab1ETrA0zZss02wewSBNhxm3nTcdyKPlGPbmRJY0WwebX/CCwdL52LgufvIscAI7swLMGzsO06fOQ8qCfOR2fxZJZlPFw9uXYcYjz6CkTmNk5SaZXfLvNB3Wqxgy6QU0yq2JHz5/Dx+Pn47MoSMQvfBjfDDmMzS46qrSzmz/Fnz66GPIjWuG3IbAa4OvxubDSahnToP+evI4pNwwwGwCvBFbFq/D0gXLkdmpMzLq18PeDYsw/eEJ2H7ELDpMysOQ28/37Ae5ysi8++AEHERjZHQZjIj5b+PfT0xD817tEGO+gyTmH8Shrcsx/emnsa/kI8SZ71Udz2uAVS9OxLdxzTHwL+djj5kJt2XhMqxavgW5XTojLfMwjpjd/X/pjmPmXHwZ7DAjh58o72sBqd052Y0VGxgZt+f3O5tO+2sMHZa6oQz1EF3soR8bQ+RsLBlKE5sI3ZtOgkFf05k3bUkM/kgTHJGx41qePPI9RdtGZMXXGBIWnzzUg+URXRjWdAmLTxkJi88Og/JSJmJ44/OVxnKxDJRjmPYQbC3jAT36Z9tC+JjOH7H4o07ifGHa6ZTXaSLv/JNrgRPWmR1aPw9rfyjEub+/Cf976i0sXrgVndrWQYk5DiYiKg1n3/539L/hTGz/7DU8f8lv8clDryB3wkhzWrV5qzIfsM3G9WazYXP6cxy3bjpqNHOTRJiP9FHmPLL9q77D+q/W4synJuOym/qjYNc6RCdlIeeFvtjx8fMYO+gudHtmCto2T8P+ZdPwXmwOmrVPw7pXX8LOm85HWsxOfD3tv6g/sC12fGZOjT5SepEn1emIi9+YinpJpXnu/+5dRJuNhptmNsA3z72FtufdZvSLNOeiAemtLsWvXrsUq5/+Cybc8xr6vTwNjU87fruqk1vllZ87G5pp06Zh+vTpQd/k/AjNo1fYANMF01iwYeIkge+++y4oecmXH/c5k9DXU7tHQfVn60o5lmfp0qXHvT0psXKD3GWCp2bLThV2PuUCGAZ27NRn5syZQduEHREbfs58LU8HX3R2AHxQWb16tV+1fclTiDTWL0810M6fjDc+2uT7778PuH69YTBPHqvjXNWxwAnrzFa+Oxl7C7Nx+c3XY+e7r2PxS5+Yzmxo2Q75JZ7jV0yH0LU/cjqOxdLVn5sToU1nFoCtiguLkdyiA/J6ZGPm7cOw6cP+5uTnR5HbslS42BzvQldsbkq6khLzUb4oCnn9LsSCSU9g8cwN5mTpj7ByYyK639EYMz79zMMXbk6V3r/1MzzfqiliklPQ3QwhNjdHA5SUxKL5VVdiyQPPmbO8rjYdaqmWcvZnkbnxDZM5zsYcElqlz5n2FLNS/jh9O5RjQtjgetsKp6LKVQYOMXj6diiusjCoQ6CNtTd9qUdlYXBGYrCOevDHM+dEp2CwKMtOPhQXKgbrg7tUhFKOUPR3st4tcII6s31Y+M9PEFHXDMN9uxaJ8UlY+NkU7DkyFJFHb7Zj1DNruSPCEko7Ok03B2jyFS2Mr0HG8a2Nt2pR4WFEJmdi0JvTkDvxGXz86NN4uttSXDVjGs5sleHhtf9KzGnXSU17Irv2s6ZjfRFHomYiqcW5yMwxQzpHeyUeTxOT1Agdb7vZrOOIM1PYE1G0jR2hmVLbuAPa9PoQC155C/UjzHjpT6MVdlanRDyUBpcGYsNQGRjEqgycysAIVRexCXU5mQ1nZeSv7anDtFFFnNikIjI2r9gyGD0qI39bHxevHAuckM6sYNnHWLN+F45snYE3RnxqhvAO4vDm+Vg4bzPa1eOwkvl4Hx3jKdGOmR9i7dcbkTnyj553GjMh13QupXuphUfHoujAKjNZZLs5lqUudq+bi/0F5q0svREO787H4aK6aHf7fcjr3gBj2vwOm1au992ZsYGISsdZ13TGvOvGYW1MMi6cPBE1wseVNYYlRWaNTnwOzr7lasipZPt/YE9nprIWmbU7N1yM+b+5Dys2HUR4Q+8fpSunmqo2CoeQevTo4VnMyjCd3VDYcbtEHMLi+iE+8ZJXcGw+idt4bGQ4PMhFwjyc06ZTTqfpsGDS51Alhxh5OCeHT23nS07zUY4Lr3NycsrKo+kStrF0mTncyhO8uW6nZs2aAX0zE1zxaRMu7uW6N+55p78PCY/2tT4SZln41s1FzxxWo45C8yUr6VIeYlCeJ1ZnZWUdV7eB4nG4k0OMxNAyEhZf8qdvpzFOjDp16hy3CbTm1WEph+CyPCyLnS50558cC5yAzsyMtU98GYdTOmP4Fy+jdrxZU7RvBSae1xv/e+kDNP99tpnFuANfj7sV+e8lYdOChQhv3hZdh56JL268DnOnz0B8RmckJ0UiucMANGkxGR8MvQjLWtXHjpVLEHfGJWh/SSvkz34Nr93zAlLqJuLAphVIbdkdTTuVnkHGAzULD5kTrM2F7HHmhizab74DmFHHrL5XmkXHL2BtcS7O7FMPhz8/jKIj5iM337RMW7b3hy/wxgWXIi6yGLV7XYoOPdLNcKX5cGyEYxp0RfOWf8eUd2YjK7t1WQ3yjY43nmRXRvgFB/Ly8tC5c2fPx3kWs8zWR8ts3/iazkaXQ1gdOnTwugiVEP7kSScGFzuzwT733HOP4yePztPGEzrrjUNh7du3D3jRtMYlDjsi6iKLwCUvm89fnBj8tsMOkbt3EENwmAedP3nS2eiyI4s1nO04AAAgAElEQVSJiTlmsTJp4jSm4IlPHmJw0bSUp/S6PnofGbrwik8ZCYvPuuGwLePcnYXf37zx+UsjBu3Bb2a81gTbn4ymMcyyUo4Y3IkkmEXTlKdNiKF1IL5zJ9cCJ6AzM8N5Z7bB+W26IrNuzdKhw+Q26Hn/vdi4p6YZHsxFt9uuwY7v8z1T81v+7h60v+Zy1Iw9gC0pNZHTawjOHDYSaWZme1h8C1z1wVv46uGnsHPfQSQPuh4db7wF6YlmGvw53dF+0EpsWvI9kjOG4qI/DEe9zNLdlxObtEOvO25BZr1Ej7Wj6zRFjz9fj/qNYhCVehZ6/fEe7EhohBQzV2N/Th/0+J05qr5RPCKSL0LvkVGeqflsJOMTExCTkYduNwzDaRnEjkTbm8agYHt9JHTp6znxmhmkd+yF3r9NNVP+zfDjKeJoH84yY2NHZ9/outG06WyoSKesNJa2vB238djAUFZwbLqdp41HOmXY0Ipvy3iLe0ujPH+6PORjmna2DjrOsOgh5dL0QPDYIbJe+GO5iGM7jSn66TRiiE0oTyxNl7DIEl/SxGf9CgZ9YnjjY5rgiKzwaYxgdBAc4jIPYvAn+QmdPp2vdMrzWtP6lUq4/5NtgRPQmcWh2a//ZJUzzKz1uhVNjqZ2/vMDFp3RWHR4aOxx6XGn5aHruCeOS49MyEDHUXcfl86EGqe3Qe/725TRYtLy0OO+vLJ4s+G3lYUTc/qix5i+pfGsfriobb8ymgS63XqTBBFVpzl6PTm+LM5Aarue6GN+5TneFPzZTt9INk3ivLnp6POncQKRt2Up70tOY1NO80n+2ieP7fxhCE0wbFlvcZERmrYBacE0NpQjDp3g6bJKXuX5opvGo4yki7w/bNFDMCQusoHgaRmGdVzjSFj003ppOdI1TeRsXWwejaHDWl7C3nQgTcsx7M2JLGm2Dja/4AWDpfOhfDDXmq2Pi4dugRPQmYWu5C8RgU+oHM6Sade6jPbNYcd5o/KJmUMd/E7EaeDytEscm1+w7XTmzW8ZxKAugmE3BLacjhODs8s4BEQ95Olf8zB/G1N0Ep/y1MNX42Dj2XHiUF5wpCyCT1/L6LDwMI36cwo5sVg2W29fcoJBn0N7gsGGT2TEF15/2MRgWWhb6kJeW768OPMmBmWJIXUj+dPXGBIWn3Ri8BrRdtV6C6/4GlPSWKeCwfLw2td8nsjRP40t6cQhBnWgXYkl2OQRGZ0mYfHJxzB/gkE5kRU6fTotZ/Pw3iMG7z9eI4JbKvmTrGCIr3EFQ+7jQHURLPqsG+rBeqUu+prXfLZeEhd9iMEf7Stp9O1ya5odpg4cmbExbD7RS9J1nNcF7RGsc4dzBmu5EOWmTp3qOXmXjZbtdAXbNB3ndwhuVEqMQGW0PBsIdkCUl4kXmh5oWBoX2UE8UDnNx7LwxGy5mIMpD29mlocTJspz/vDZ4LIsoTh+A2R5dP36y9POS+qGmwR7O1mB/OXhEYNlYaNXkfrVjZh0iLQtbaJpgegg5aI8G1zaxJ/zVybSKqNu2LHTHixbIM7WSezKb26BYkg+gkUM2oPXOztEf05kvPHIAnJ+F/Xm/MkKPzsR/lge7QKRFX5eF+wQfekhfP58XiOcmDNs2DB/bL5o7nBOX5Zx6c4CzgLOAs4C1cYC7nDOk1VVPCKEP3kTCUYPyvKJqCJPUHY+fLKkfKgYxLWf2u28/MX5pMpfqBgsD5/wgnW0A6dd8zgM6hOs03UTLE5l1U2o9VtZdUObyBAj7RqMXYgRSv3qfEO55nX9lneN6HLqPG0MzVceptDlzTCU+6ayMKi/v7qRfER37VN/2kOWs2haoOHjx7gClXR8IVngrbfe8jSYehjKF6C+AcjDOC8MHgCZnZ1ddgaYyNv8vtJ58XDrJx6Ix3VIckOI70tO0ukTg2u7OGbOdWLSWPnSQWQ1nTcBp35v27bNs0aMN4SmU8aO2zrSHhxipC7e1pnZ8qKH9snDvGkTYrBsgcppHJaH09lpUw67+MKw03Wc5Vm5cqXn5F0Om5Jml1nz6/wlTD2CXWemMVg3HJqTdWZC0/nrsDc6h9T4kMDGSho8kRFf5OjrNIZZFl5jLA+veZuuZbW85mM6cVgWDonxIEltU82rw4ItacTgaeSsFx6+GiwGd8zhEDIP59QY/vTXulAP+dbNe1gwRE+No+UkLD6/c/FTAQ/4pKyWtzFsmtBZp/xUQD1sJzLia7pO4xDyLbfc4jmPUPMEGnadWaCWqmQ+dmK9evXyOl6uK5jZykUqKpDOhpYXT8eOHY/piMhjy4ucNCIS543Em5qHczZv3rxsgoAt7y1/weB4//z58z3j/1xnxgaHzsaw4xqTZeFp1TwlukuXLsdtJOsNT8uTzsafi3tZRm/rzOz87TgxiMnOmHblmjfWkc1nxylnp7E83JqLa6qkIxJ8+uJsOR1n3mxkZJ0Zy2WXWfMT047TJsRhPetDMSV/X3gahxiyzowHlmo9NJ+3sE6jTZmfHPCp9dV8EhZf+Nhws0Nko8uyaN0lbMuIrC4v62bLli2e+uHJ6HK92rz+sGgT6sIDMZOTk8s6Z18Y3rCIwXR2hvxOxDJoPn9lknyIwbKwDLyH5f4WWeGjT0d8myade35+vqcdIY/oYfuC4QE7iidpvG+YP8siaZ6A+fOGI3oIjXrQSRk8kQr+uc6sggarTHY2Vt4qTypY8vIW54VMWX4AZoekcWx+fziU482gdbHl5cLzhkNeuZCDXWfGBoY6SHnko7bkR788nWgPjeFPZ294TKMMy0KfOtC387Xj3rBYHuJQH12WiuhEXqkbX7qUhyd6iE99tLPLIng6XWRJE/sKXXxiiizDki4+08SuguGLT3C0LMNs7DSGTSeeyPrCpgx/tCux+GNYnMb0h8VrjXTB8cbrTwehUU5wiKXzl7D4IqN1Jc3GsPls3Ww82lXyJi/pwmP7NramawybT3QQfk2XNOohYdKDcYFN5wkG2ck4CzgLOAs4CzgLnCALVOk3sxLz5AQzRyVMLz3gk4N5gjDPf+ZnJg2Yp2DTpR9NO2q18AjzJHf0CbGM16RFeBJLeY2MGYMp3ZHEI8YnktIxdUb5lCCvvqVkQzeBY9LIRx2pR6RWsjQ9zOA75yzgLFBqAb7RcFha7iF5EhefXBIWX9Iow6d/wZCnfaFrX4dtHMrzbZM/WSNGfjrNSz5xki4+aYLDYVzqJU54GJew+DpNMASH5dN8Uj6dZodtDG86kEcc5TUG85D8hac6+1WwtS3B99Nfw8f33YONy3kWUwLO+PUt6Hmn2ew3+QjeHDIQC79Ygchw04E0bIlfT/0XfvzPA3j1D8+bPsUc4BcRg7Z/exW9uxTi2QHXYsdmLsQtRnzdC3Dlew9i8f3XY+Yb8zzyxTVro/Oox9Hlmo7I/3ISJt74Hga9+xrqR8/HxIuvx67w1rj2sxdQt0YYvh51IxbtTsYVEx9BDAqxfsokTHv4SezcYo7FKDEbuZ5zHQZNuB1FKz/Cm9ffhR92mo+hPS7CFeMfQu2apdtqVecLxenuLBCKBdh5cMIDN2DWjT8xdQOrw5If09jYc4iSk1GWLFkiJI8vMuJrok5jmI031wByssHy5cuP0UXzesMQOjH4jYlxlkk6HsoIjx0WPKGzPCwLJy3JOk2hlScrWMTgt0h7iE/oNo7GFxox+P2PfnV3Va4z2zFnEl66fBRizxmAy54dgn3/NadL3zMaewsicO0Tv0L+yo2Iyx6AAaP7IDI+BXVSI7Bk03pDz8CAx0YjPS0GqW0a4ce9s7BjzUHk/PoOdLwg17w5ZaBWUiHyV21EeGpnDHxoCFY+fyfev3Mk6vWcjZQDu7Bt6Xrz/cmMQxfuxk5z4xTkL8CXEz/HZbd2NZsXb8COnQWeN7lV//wzXh75PDJvvBU9e7Y1Xy33YOX077F9+VLMvvZ27GrSD1eO7YuN332BPfn7XWdW3e8Sp3/IFmBnxoM5OVM0lIaTspwsFKojDk8lCNZRnhNjQnFiB7uTqQimYISiC/PPzTVtpClTKLpURO+fg7eKdWZFWPzUC9hXOw9XTHgG2RlmRXq/Xtiz4gt8MXUado25xAwVRqFmdkc0H9Bf2SMMsYkNcPrll6De0Y0b9u0xT2Fm6I8nUUeYc8/iG9VGdKwprhm2TKh/Npr164fIVdMwZ9ZsswN+6RNbuDkx2tQnD3gxGyA3QIfLzsHa119F/vDOnllh4QarpKgAs8dORky/K/Grx++G7BORd7H5AL17NWaZHfUPmV37i1NvQufbHzRbETvnLOAsUJUsIB1AqDpVtcY/2HJV5w5M12EVa2uPIH+dGRas3xwpabK1SgRSzbTxws9no2DfEUTFmPOmPrwXT3R6GtFN2uBXTz+GSNPJ7N/4BV7pci6iEuLRfuxEtEw127uU7MKi58dg9RSzGG/E/2Hon65AeFQxNn/5D4zv/D72/bAMZwy9C6c3iMfOFcfuaF54pAj1BwxFyaxR+Pr1/yIhit/XzLj9wd3INwd01r32XNQo3o33Ro7A6m+3Irl2V/R96k70nXAvXr7hbjzZthPOGHALLh1/F+o1lLJo07uws8CpYwE2mJyGHso2YRzO48xde9slf1a0G2o2+DKL0dc2YTaeNwzqwe9l+ptUeXI2ncOmvr5Z2XnashKXIUbqEqiMyIpPjGA7QsGoCn4V68yizBuWmUixtQA/qr6lYOs680KViZh482ZUGIaEjMZo3K2FGW5shhhTAk4IiayRhgbndjGL9mqgbu1Ec34ZJ4/UwXkPTkKfa1qYTsx8eDadT0lxGOLTTkeDsxPx1eQfkdY0DzHHzt0orRdzIGh47GnoOKIn3n/7JWQc4Li9gYyOQ1xsCXatWYfi8AQ06HQedm9+HAve/ggd7/8Dzuh+Ne5Y0h/z/3Ef3rnnCXw4LgtXP3YDj0ZzzlnglLUAG26uD2vTpo2nM9GG0I2whMUnH8NsbLl8hIe4EsPbdypbRmQlL9LZeXDxNtcB8lw06iXOm7zGEDox+N2uXr16nvP3vOmi5bzROezKoUF28GlpaZ7yCL6W9ZYmdOqxdetWTxl45h07aaF5AubPlrfjtCsXkfPbm6aJfHXyq1hnFonTB3fGp9e/iun3TkHva9th79cf4ctnv0HW8PtRp1YMjhwGap81GH3uH1pm50JzUGZ0ch7Ovf/+n4YZl/CATbN+Kn8r9ppdA8zrm+kE48zZZEBybm9cNH4Uotd3wqd334cWF3dGrJlQUnJEelAz0Gg6yMKDh5HR9yIkvjYYX8/dioQzuyAyOhWthnXE6489jA/OaoQuAwahZM80fDt9nzk9ewXmzlqP7B4tkNvtPCSNm4Ko2HjPd7YyZV3AWeAUtQAbTr5BiJPGU3ymS8Ov0ximLBtv7ds4Ist0kRdf0oihcdipiNO8/rC0PMPaaQwJU2dxkiYYpIkOQiOvhMXXaRLWGAx7w7HLYeMxf60fsaur++nKqiIlyBl4O/ov34wvn/4jnnwpEsWIQsOrRqDP6GvN280RxCQlmjcmc1SH0Vf2mo6KTUBc4hFzerR5MqlRWqRwvkElH8SCR0dgyT/CEV07E5e9+TLiaybBnPtp5iMCbUddjQXD7sXSGfPQqm4CatQx2ObaDg+LRpzJJzLCTLmNzkK7y/pj2TuPIMKkcXp+qzuexoGCv2Dmg7/DgjFmBuXBAtRrfQPST4vC9MfG4cN71yKsMAIZ5wxGz1sHus6silxbTo2TbwHdmJ58bZwGvyQLVLnOLCL+NHS572W0GPyt6TAOITwhFWnNGh3tuKJx4fMvAjHpx0ysOOPK0Rh+fhFSav30lBXfoD2uee99/HjgkOcpJyzavM7XzUD6Q0/iSHESyJnWeQhu+rANwms2RGJSU9z8SXekZEWavDrhmmdzUeO00n3GGvb/PW6ZMwAlNdM9eoQlZaDLoxNw5ojvcHC36RnDYpDUsDES02MxcNI/zXe/Hwx6AlLzmiLO/4kXv6RryZXFWcBZwFngpFmgynVmpZYIQ0rzFjh+y8pIpOSefpyxYmvVQ2ytY5PZeaXnNT820cSiG+T8lBaeiFpNWpXF6zSXc7BqIC33J76wqFiktjirjE8Cqac3k2CZH5feAKeZX3mOH135s4cpKKeHBhi3n2YZp5xsyUNfy9j8xKDTPIxzeIHfDOSDuLcxd/LZeBpHMAQnUAyNyTDlNIame9PBplMnwRDbUk6czW/HyUcM0YG+pHkCR/+8ydlpjBOLehBH6OILnrYj0zSdYa0LeTXd5mfcxmOcNuHwE7GkTOSl84Wn0wVDdCGe0MW3sSRdfNKlbujzp2U0n4TFJx910Nc7ddF0CYvvC5s4tAXzZ92ITuSn8yav04VOXcSexCCuOB0WfvE1lsYgFuW88XlLI46UReth21XnJ2GNRwxbD9KFx/YlX/p0mi625NZrmqbDwu8tTdoRbT8PUAX+3OGcFTBWZbK+8sorPg/nLC8fXhSsfH7E5mGH9k4G5ckLnRhcQMqd3fUMMX3RCa8vnxj8gMyLMCkpqewCt/n9YRKDs8P4gZ8bt/rjFVybhxi8oQI9nFNwtC+YxOBO5sE6NhDLli3z7DIfil35UZ514+vAQ9HXl55SN9SHEw1sfjvuC4f1QtvyWgtExluDxM6Di3O9Hc4ZCCZ1Iy6vNX/Xma8yMJ350Ba8b4jDzXm96Wpj2PqJXVm38p3KlpH8vKUzjRhcLM1viLx/6ex8PIk+/shLDNm3k7qUJ++LzrohTkUOcLX1JTavE2L4cr7yF352zEOHDkWTJk0kqSK+O5yzItaqbN7yKre8/Hgj8uYMxVUGRij5iyxvzFDtURkY1CdUHMqvX7/es4N4II2M2KCiPvPx52x7lsfvC0twgpUXXOJUBQw+rLAz4xE9wbrKKEuweVdVuZNsE9eZVdULozrpxad2XsjyhBmM7nyq028xwWBQprJwgs2fcnzSpT30zL1Q8Jxs5VqAbyGBrjGr3Jwd2s9oAXfS9M9oXL/Qn3zyCTZu3Bh0g8dXcnYifK0PZKjEmzJ8q2PjTz/YhpfDLNyfjrrIuUze8mLj7s/xsEPKBztkSmw2UjzTjGtugnHUkT8OeXJoL5i3CMrwwEQOqfG06orUjW0j1jHtG8rbNzGoUyB2tfMXG9IebPyDsYdg0A7UhXb1lY/w+vIpxzoOFYNngKWnm8lc3NGnnOvSly4sC+vF3zCjL1lJl7oJBYP2CPbeFT1YN/wRJ1h7UI4YFSmLnRfleUbcxReb7ZSCcFV0AkgQJalmIkuXLjX7Ovb0+oRoV7Id503Egyy56LJTp06eG1wX3+YXmp3Om3n69Omexp+nRPONgs7m40WmnaYTY+HChZ4OgIc38gal0zze4hqT5ZFTiOVbVXnyNp0NLTd/ZcfKMXcpi0eZo39aRoeFh2nUf+bMmeBBo94aO623lpMwGwTWCxsZHqxJX5ydp784G4W5c+d6vruxU5S3PcGib8trGsO0CfdCZEfEU6L5wGE7jSFhu4xz5szxHDQq31SEj1gSFp9pIi9p1INDexx6bdWqVVndCF18jScYTBNHW3I/RV5n3mQCSSMPv5nxRGTWlb5OvMkzbzud1yu/iXKYktcr6TaPltM0KRfzXmdORadNeeK1LwyNo8PkJxYxWLe8XnQ+EhbflmVcHIdc+X2W5SG/yIhPPgmLL7JC47XFk+Jl6Fbz+QtrGjFYHteZaetWgzAbSq78p287ueAlXVc403jhcsdt/ngj6AaTdFueaXQ2DvPmx3ROuiCONHY2nx3X+ILBNzweux5sZ8ZtjtjAyMd9O8/y4mwwqZfg6EaqtPTHlt/GE/tQf8Fg2XRZhUfwxNdYbKRYL/y4z/LoutF8lPWHTRxOlmDd8LRq8trydtzG43XCxpadGTGkbkRv+hpDwjYOJ49Qj1A6M+YlOFI3kp/4Wh+tA+msX15j1EGuEfLTibz4TBN5ncYwf3yzo104rC18GscO2zy0K/Vg/VS0MxN9BIPXGstjP6wIn62LpNOnXiwD9SCe0LSMTpNy6DTyMm++fROHNKGLr/EEQ6cxzOucurCObZovGZ0XZdj+sJ6Dde7NLFjLVYIcK1lXtEDqi4hpdpwyciHQtzFsfn+4Ii+YvvITDJuu9ZCwzcO4Px0lb5EXn3LimKadjcenZcERX/MzrDF0WPhETvKXuNBtDEnXWCIjGDZNZLxhaV6Rt/G0PGnaaXnB9ycvPIIheDaO8IlOmi5hkRVe7euwYNhpjNMJjuAyTcLal7Cmi6xOs/kkTl9+5KcTGsPesIRHaCIvPul0gmP73miS5gtD6PTpNKaEqQ+vf4lrPtFVp2k+potjuvyYpvl0WPirmu86s6pWI04fZwFngWphAWn4xRelpeG3fdKlc5HOhzxM84VBGcHRYc0vYc0n+eg0CYtPPO2YLj+maz4Ji2/TJS50yZ/p3hz55OeNHkya68yCsZqTcRZwFjhlLcAhPQ6rzZo1y+tnAmnQyzMQh/bYqcmnhkDkbB4OvfJblT08Z/P504XDjBzi43fr8pwvXKbTJvweSeeLz8bXfLRFVlaWzRJw/KR3Zgc3LsCbI/+AH9btNI8tJahRryd6/fUizLrvHqQO/CsGmKNW8hdNxVt3PItWo19AdtocvHrjGBw0+zCWmPHVM264Az1uGoId05/DO395BkcOmhX5ZkSqfvc/oN//tcS/R96GDSu2erDjW/XAgD/fhcwzauKbx/+I/82tjctfHYU9M17Em6PHG1mzEr8kHPV7jkL/v3TC+9dcj+0Hm2LglHGoZw4BXfH4vfjvd3tx8YRHEI8ibPz8NXzywCPYtqkYKW274KKHx2DL63/DJ89+YAaAzRBiSSLOGvkQeo/sFHCFOEZnAWeBqm8Bvnnw2ygbYLsjCVR7yunGPFA5zUcMfp8N1VUGDjHYuQbjaAdv36grgnXSO7PC/VuwetYKpPe4Aq27mVk58aejdpPTkZKwG58+cDfaXvIm/vfYI1i7JhX9W6fioOFdZXawbztqJFLNSdAf/mY4IuplIXuPmd23cC86jx6BuunRSGx0FsIObMOqL5eiRptL0a5HTcx89DG8vCscv532MHYuXYiVczM9Gw4XbFyO1fPz0e2vt3lOrk5sdDYijOxaM2Nw27aNmPXiDFx2Wy/sW7IIa+abY2SMhTe/Px4TBt+DtN4Dce5NrZC/YQE2rFllOt5vsOn7eFx471DEFkejdtvMitSH43UWcBaoRhZgAx6Ko3yoHVoo+VPWVxl8pfvLLxgZf3gVoZ30zgxhZq1GVA3Uatoeud3zEJ1eF0kpyaZj+RMWd78Wk6+4CgXf7UaXR8YiIykCm8wTUVRSJs4eMRpN4uZgzisfYtvKDciqG23OQktH/U7dkJMdj/jsHIRt3m5Om05Cdr8b0WlEHnb+5x3M37vFvFOZE2HMDK9Ic7I0XZgZNoiMT0X9zt2RdVo04rOyEbV9vtmAOBPtLjwPm95+A9uHd0dEDGW4TuZHzB83AUUZnTH4pedR2zOBx4wBFx/GJxPNeWnJDdGwRw8kGf6kBvU9ebg/ZwFngV+GBeQtokULc6aimdVod0b+4kLjGx3f7DjTlDMaJV0spOM6rOlM51IUzkQmni8+LSNh7fNtiusiOeOVTnDE17w6TYf5psr1lZz1ajvNJzQ7jXH+OIQbrDvpnZk5zcc8GeRj/qM3Y8kzkci5/g4MGXMrEptciFbnN8KUSe8ip/tv0W5Qh9Iyhpvp0nvX4NPfDMasHStwKKEBWvbpjshF3+LQzkV4+9cDEBkbg67/fBfnNIk2lbwXi58bhUOza2D1ml1oPXIYapiHqWKORR51Yebcl6IDyzD1V31NpxaH855+HV1amuNnjhQis8/liF9yLxa8Pg91IqmrmTV3YC+2rT2ExJ5dkF46E9UgmXOBDE6EOelz99r3MKn7l4gyb4yXvvIWmja2dkGWjJ3vLOAsUO0swIabjW52dran8WZcN84Stn0WVNIoz7Wi7Mhq165dNglEjEFMcSLDuKQzjWF+78oy35mIp/kkLD5lJSwYTKPjOjOu0eReleQRPvHJI2HxdRrDsuxDNizwxafTqYeO87udjhO3Iu6kd2Zmv3RTgFrocOdY9BraDFE1ayHalKBouxlOXLQNGfUa4MDiz7D2qx/QsmPG0bKZxa2HDiI5+xxcOe42ND87DUvmHUJMaksMfPM55GbFI87sJlG8ZY5nSNDUOrYvno19YfWR17/dceeLlRQXmpOqm+Hyd6egoTmTLCatDop2zjdvWuY48QTzdnZtd3zw9uswL2XmrDOjgll/FGUsV7gu3zNM+dNKMbOT/eEi1My9GMNnjEFClHnLS0+tSH04XmcBZ4FqYgGZOMEGWDfCErZ9FkvSGGZjLh0SsTStvDDp0hlQ1h6uFHnyiJM08SVd8hY8oYtPPgmLr9MY1hg2zZsOwqPxyBfKMGVou9RSo0pwJSVmu534ZNPwc4sZ87pcfARz77oL63c3wHVmaDCrTj7+88DjOGBepsLMUdFhidnoMf4NDJ0yHs075pZqYCoXZneu2JRaiK+VgnDTQRWVmIulKBHNhz+GETOmotaWdfjo7kmeDshUT1kFEcC84JbKppqdATwdLNNMJR0uRN0+/ZFcNA//nbkQJRHmXTI6CTnmrXHHjImY/d5XOGJ2N9ix/HOsX7eW72fmDS0GcaYscclJ5oo9ftcF5uecs4CzgLOAs0DlWeCkd2Zh5lTnyJjdmHPfUPytWQs80fNCzJv6LGa+NxtnDr8dpzc9Gz3uGIz8r/6Fbz7bjAgzhBhpOrzCgr3HWIEnS/+48xu8fkF7PNS0BSaNvBMFxTGmczTnFx3YhYiUdjjnmrbYMu8lrN+42/PNLMLsskAXFmneBQuW4JVerY3sWZh085+w78fSoxnCwswXtpgstL3sAjMBZBUKo0vfw9qNHoeOvRvj4yEX4W9nt+w3jQQAAASASURBVMGz192FTVsKEJ0Qiz0r38Lfm5+Nh5qdhbcfm2ROy3bOWcBZwFnAWeDntMBJH2aMy2yDKya/iAO793velCLNG1rNRimoNWkS0tt19ZQ9Z9AdGJHZG7FZ3PJoEK7/VyfUaWLeepRr2PdaDP93RxQeMQf3FZUgznyvqlk3x0zQeApxWaWHdLb888OoM2ADatWIQvrIe5A5KBY1DEZ096uMbGszRGhkzbe0uPpZSMrIxZDx45B0Rponl4Z9bsONH7dFYWoGzGgjIus2xaBXp6L953NRYNZXxGfnoWHLJthb+y5kdB1m3gjNsIHBSsprcdywJgH5wZZTUWWNiSeTo3/61ZtJdpyyHCMXDP0a743/KOxxOMybGNw6ScLk5ZCBduTRTusjcqKL0Gyd/GFwaIF0lom6EMOWF1zRw8YjBmWZTt+Wp5xOs/FIpyzTbV1IE+dNTuOKDiyL/ETW1tnG0nGpX7GJDOMIFv3y8KQc4ms9BUfnKXg6jXy0rehBDE2XsMiSX9LEF3mpI/LQiT7CxzTy0Ok08hGfP9Lpa7qERVbLSx6SRl7B0DoLnT6dNyymE4+20BjEFB3II2Hb1zQpi+CQZuvKNDrB0WFJo7xcK5Km+byVQ+dDXvKIHsQQHPHJY8swTTvB0PkJXdvZH443WcEIxHeHcwZipZ+BZ+zYsWjWzHwjNB1KeU5fVORlpXPH/c2bN6N9+/ZlH18risOGd/78+Z4dxPVBhXZ+/uLE4OavXDDJ8khHaMv4u4ip97x58zzyMrPLli8vTptwNhV1ad26ddkNqW2idbDxhI8fob/55hvPZrYsm81nxymn03jjcld2Lh6lPYgnTvNJmva1fsx70aJFno1bOVtN7Kr5bTw7Tl1Wr17tucYC2WhYsG0c6tG4cWPPnoZaR/ILr/g6TfDoFxQUYMOGDZ5NoAVDZMTX/DqNYdYvFxmvWbPGo4vw2nx2uqaTxjg3gubu7Lz3NF2HBUdktE+7ckNc1ou369XGkfJqDHZAvE64TyRnAFJGywUSJi7bAG7uS520jOiv0yQsvvBwJiM3guZJAprmKyxyms7rnJNIuN8snabpsMgKj6YRg3tdPvroo5ot0LA7zyxQS1U23+LFiz0XMy/CYBwvAjZwbPRCcbyAqEOweoSSd1WV5cysQB4yfm79WTfyFhBsXtKQhlK/lWGPyrpeK0MXdoy6EQ3GtpVRN5WFEWobUFl1w/KEogv14GblPFkhCOc6syCM5kScBZwFnAWcBaqWBcyiKeecBZwFnAWcBZwFqrkFXGdWzSvQqe8s4CzgLOAsYCZEOSM4CzgLOAs4CzgLVHcLuM6suteg099ZwFnAWcBZwL2ZuWvAWcBZwFnAWaD6W8C9mVX/OnQlcBZwFnAWOOUt4DqzU/4ScAZwFnAWcBao/hZwnVn1r0NXAmcBZwFngVPeAq4zO+UvAWcAZwFnAWeB6m8B15lV/zp0JXAWcBZwFjjlLeA6s1P+EnAGcBZwFnAWqP4W4C61pWcuVP+yuBI4CzgLOAs4C5yiFvh/kdKtJ97fM74AAAAASUVORK5CYII=" 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,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" 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>Conn. Gov. Malloy to Speak at Conference on Growing Economic Divide and Implications for Ed</title>
		<link>http://www.nebhe.org/newslink/conn-gov-malloy-to-speak-at-conference-on-growing-economic-divide-and-implications-for-ed/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=conn-gov-malloy-to-speak-at-conference-on-growing-economic-divide-and-implications-for-ed</link>
		<comments>http://www.nebhe.org/newslink/conn-gov-malloy-to-speak-at-conference-on-growing-economic-divide-and-implications-for-ed/#comments</comments>
		<pubDate>Wed, 17 Aug 2011 14:11:05 +0000</pubDate>
		<dc:creator>John O. Harney</dc:creator>
				<category><![CDATA[Demography]]></category>
		<category><![CDATA[Economy]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[Financing]]></category>
		<category><![CDATA[Newslink]]></category>
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		<category><![CDATA[Students]]></category>
		<category><![CDATA[Trends]]></category>
		<category><![CDATA[Barry Bluestone]]></category>
		<category><![CDATA[Dannel Malloy]]></category>
		<category><![CDATA[inequality]]></category>
		<category><![CDATA[maguire associates]]></category>
		<category><![CDATA[Richard Wilkinson]]></category>

		<guid isPermaLink="false">http://www.nebhe.org/?post_type=newslink&#038;p=10122</guid>
		<description><![CDATA[<p>Connecticut Gov. Dannel Malloy will be among speakers at “To Have and Have Not: The  Growing Economic and Social Divide and its Implications for Educational  Leaders,” a conference scheduled for Monday, Oct. 3, from 4 p.m. to 6 p.m.,  at Boston University’s Metcalf Trustee Center.</p>
<p>The conference sponsored by Concord, Mass.-based Maguire Associates ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><p>Connecticut <a href="http://www.nebhe.org/thejournal/the-future-of-higher-education-in-connecticut/">Gov. Dannel Malloy</a> will be among speakers at “<a href="http://www.maguireassoc.com/events/have-havenot/">To Have and Have Not: The  Growing Economic and Social Divide and its Implications for Educational  Leaders</a>,” a conference scheduled for Monday, Oct. 3, from 4 p.m. to 6 p.m.,  at Boston University’s Metcalf Trustee Center.</p>
<p>The conference sponsored by Concord, Mass.-based <a href="http://www.maguireassoc.com/" target="_blank">Maguire Associates</a> will also feature Barry Bluestone, dean of the Northeastern University's School of Policy &amp; Urban Affairs; Richard Wilkinson, coauthor of <em>The Spirit Level: Why Greater Equality Makes Societies Stronger</em>; and Jack Maguire, founder of Maguire Associates.</p>
<p>&nbsp;</p>
</div>]]></content:encoded>
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		<title>Down Economy Still Shaping College Enrollment, Consulting Firm Says</title>
		<link>http://www.nebhe.org/newslink/down-economy-still-shaping-college-enrollment-consulting-firm-says/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=down-economy-still-shaping-college-enrollment-consulting-firm-says</link>
		<comments>http://www.nebhe.org/newslink/down-economy-still-shaping-college-enrollment-consulting-firm-says/#comments</comments>
		<pubDate>Wed, 13 Jul 2011 16:32:08 +0000</pubDate>
		<dc:creator>John O. Harney</dc:creator>
				<category><![CDATA[Admissions]]></category>
		<category><![CDATA[Demography]]></category>
		<category><![CDATA[Economy]]></category>
		<category><![CDATA[Financing]]></category>
		<category><![CDATA[News]]></category>
		<category><![CDATA[Newslink]]></category>
		<category><![CDATA[Newslink Topic]]></category>
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		<category><![CDATA[Schools]]></category>
		<category><![CDATA[Students]]></category>
		<category><![CDATA[Trends]]></category>
		<category><![CDATA[enrollment]]></category>
		<category><![CDATA[fastweb.com]]></category>
		<category><![CDATA[John O. Harney]]></category>
		<category><![CDATA[maguire associates]]></category>

		<guid isPermaLink="false">http://www.nebhe.org/?post_type=newslink&#038;p=9515</guid>
		<description><![CDATA[<p>Two years after the depth of the Great Recession, the economy is still a major factor in college-enrollment decisions, according to a new survey by Concord, Mass.-based Maguire Associates and Fastweb.com.</p>
<p>Nearly one-third of high school seniors who did not enroll in their first-choice college said the main reason was that they could not afford it, ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><p>Two years after the depth of the Great Recession, the economy is still a major factor in college-enrollment decisions, according to a new survey by Concord, Mass.-based <a href="http://www.maguireassoc.com/">Maguire Associates</a> and <a href="http://www.fastweb.com/" target="_blank">Fastweb.com.</a></p>
<p>Nearly one-third of high school seniors who did not enroll in their first-choice college said the main reason was that they could not afford it, according to the <a href="http://www.nebhe.org/wp-content/uploads/CDIS-Report-2011-7-12-11-1.pdf">survey</a> of 2,400 high school seniors conducted as a follow-up to the annual College Decision Impact Survey done in January .</p>
<p>The follow-up survey reveals that two of the most important reasons students enrolled at their chosen college were financial: “scholarship or financial assistance” (43%) and “total costs” (41%). The most important factor was “quality of major” (45%).</p>
<p>Many students reported they didn't receive the amount of student aid they were hoping for, and one in five seniors appealed the initial aid offer from the college where they ultimately enrollment.</p>
<p>Fully one-third of those who preferred a public education, but ultimately enrolled in a private school, appealed the initial aid package offered by the college they chose, and nearly half of them received more aid from their enrollment schools as a result.</p>
<p>Conversely, one in five “switchers” to public institutions appealed their offers from their enrollment schools, and nearly one-third of this group were successful in getting additional aid.</p>
</div>]]></content:encoded>
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		<title>Consulting Firm to Hold Free Webinar on Net Price Calculator</title>
		<link>http://www.nebhe.org/newslink/consulting-firm-to-hold-free-webinar-on-net-price-calculator/?utm_source=rss&#038;utm_medium=rss&#038;utm_campaign=consulting-firm-to-hold-free-webinar-on-net-price-calculator</link>
		<comments>http://www.nebhe.org/newslink/consulting-firm-to-hold-free-webinar-on-net-price-calculator/#comments</comments>
		<pubDate>Thu, 26 May 2011 19:41:45 +0000</pubDate>
		<dc:creator>John O. Harney</dc:creator>
				<category><![CDATA[Economy]]></category>
		<category><![CDATA[Events]]></category>
		<category><![CDATA[Financing]]></category>
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		<category><![CDATA[Newslink]]></category>
		<category><![CDATA[Newslink Topic]]></category>
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		<category><![CDATA[Student Aid]]></category>
		<category><![CDATA[Students]]></category>
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		<category><![CDATA[higher ed consulting]]></category>
		<category><![CDATA[maguire associates]]></category>
		<category><![CDATA[net price calculator]]></category>
		<category><![CDATA[webinar]]></category>

		<guid isPermaLink="false">http://www.nebhe.org/?post_type=newslink&#038;p=9156</guid>
		<description><![CDATA[<p>Maguire Associates of Concord, Mass. will hold a free webinar on "Getting Smart with Your Net Price Calculator" on Tuesday, June 7, at 1 p.m. EST.</p>
<p>Under the  Higher Education Opportunity Act of 2008, Congress mandated that higher education institutions offer the net price calculators (NPCs) to allow prospective students and families to estimate  personal ...]]></description>
				<content:encoded><![CDATA[<div class="pf-content"><p>Maguire Associates of Concord, Mass. will hold a free <a href="http://www.maguireassoc.com/webinar_june_npc2.html" target="_blank">webinar on "Getting Smart with Your Net Price Calculator"</a> on Tuesday, June 7, at 1 p.m. EST.</p>
<p>Under the  Higher Education Opportunity Act of 2008, Congress mandated that higher education institutions offer the net price calculators (NPCs) to allow prospective students and families to estimate  personal out-of-pocket expenses at a  particular institution.</p>
<p>Sarah Parrott, senior consultant at Maguire Associates, and John E.  Beacon, a vice president at Indiana State University, will explore the NPC’s  role in student recruitment and prospect  generation as well as in changing the landscape of  higher education, especially within enrollment management.</p>
</div>]]></content:encoded>
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