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<!doctype html><html><head><meta name="viewport" content="width=device-width, initial-scale=1" /><title>Learning for our Millennium? The changing face of education access, quality and uptake in Ethiopia - Our World in Data</title><meta name="description" content="This is a guest post by Anastasia Bow-Bertrand, Kristine Briones, and Marta Favara from the Young Lives study at the University of Oxford." /><link rel="canonical" href="https://ourworldindata.org/education-in-ethiopia-YL" /><link rel="alternate" type="application/atom+xml" href="/atom.xml" /><meta property="fb:app_id" content="1149943818390250" /><meta property="og:url" content="https://ourworldindata.org/education-in-ethiopia-YL" /><meta property="og:title" content="Learning for our Millennium? The changing face of education access, quality and uptake in Ethiopia" /><meta property="og:description" content="This is a guest post by Anastasia Bow-Bertrand, Kristine Briones, and Marta Favara from the Young Lives study at the University of Oxford." /><meta property="og:image" content="https://owid.cloud/wp-content/uploads/2018/01/Screen-Shot-2018-01-31-at-12.00.16.png" /><meta property="og:site_name" content="Our World in Data" /><meta name="twitter:card" content="summary_large_image" /><meta name="twitter:site" content="@OurWorldInData" /><meta name="twitter:creator" content="@OurWorldInData" /><meta name="twitter:title" content="Learning for our Millennium? The changing face of education access, quality and uptake in Ethiopia" /><meta name="twitter:description" content="This is a guest post by Anastasia Bow-Bertrand, Kristine Briones, and Marta Favara from the Young Lives study at the University of Oxford." /><meta name="twitter:image" content="https://owid.cloud/wp-content/uploads/2018/01/Screen-Shot-2018-01-31-at-12.00.16.png" /><link rel="stylesheet" href="/wp-content/themes/owid-theme/dist/owid.css" /></head><body class="single-post"><header class="SiteHeader"><nav id="owid-topbar"><a href="/" class="logo">Our World in Data</a><ul class="desktop"><li><form id="search-nav" action="https://google.com/search" method="GET"><input type="hidden" name="sitesearch" value="ourworldindata.org" /><input type="search" name="q" placeholder="Search..." /></form></li><li><a href="https://sdg-tracker.org" title="Sustainable Development Goals">SDGs</a></li><li><a href="/blog">Blog</a></li><li><a href="/about">About</a></li><li><a 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The changing face of education access, quality and uptake in Ethiopia</h1><div class="entry-meta"><time>January 31, 2018</time> by Guest Post</div></header><div class="article-content"><section><div style="max-width: 650px; margin: 0 auto; font-size: 120%;"><em>
</em><p><em>This is a guest post by <a href="https://www.younglives.org.uk/content/anastasia-bow-bertrand">Anastasia Bow-Bertrand</a>, <a href="https://www.younglives.org.uk/content/kristine-briones">Kristine Briones</a>, and <a href="https://www.younglives.org.uk/content/marta-favara">Marta Favara</a> from the <a href="https://www.younglives.org.uk/">Young Lives</a> study at the University of Oxford.</em></p></div><h4 id="education-in-ethiopia-tangible-progress-and-persistent-challenges"><a class="deep-link" href="#education-in-ethiopia-tangible-progress-and-persistent-challenges"></a>Education in Ethiopia: tangible progress and persistent challenges</h4><p>Over the past two decades, the Ethiopian government has shown a strong commitment to education sector development, making significant strides in terms of access to education and opportunities to learn. This endeavour has received global attention. In 2008, Ethiopia was identified in the <em>Education for All (EFA) Global Monitoring </em><em>Report</em><a id="ref-1" class="ref" href="#note-1"><sup>1</sup></a> as one of the countries that has seen the most rapid progress towards the <em>Framework for Action</em> goals agreed in Dakar in 2000, notably universal enrollment and gender parity at the primary level.</p><p>But challenges remain. Student transition to higher grades remains limited, particularly among children from the most disadvantaged groups. Late enrolment often figures alongside intermittent progress through grades and has become a barrier for meeting age-appropriate targets (with individuals becoming classified as ‘over-age’ for grade) for primary completion and progression to secondary grades. This is compounded by poor system performance and, consequently, to poor learning outcomes, so doing little to encourage students through the school gate.<a id="ref-2" class="ref" href="#note-2"><sup>2</sup></a></p><h4 id="young-lives-a-precious-resource-tracking-changes-across-the-life-course"><a class="deep-link" href="#young-lives-a-precious-resource-tracking-changes-across-the-life-course"></a><a href="https://www.younglives.org.uk/">Young Lives</a>: a precious resource tracking changes across the life course</h4><p>The <a href="https://www.younglives.org.uk/">Young Lives</a> study has been core-funded by the UK’s <em>Department for International Development</em> and aims to provide policy-relevant findings over the life course of children living in poverty, in line with the global sustainable development agenda. Since 2002, Young Lives has followed the lives of 12,000 children in two age cohorts (4,000 'Older Cohort' children born in 1994/95 and 8,000 'Younger Cohort' children born in 2001/02) from different social, religious, ethnic and language groups across rural and urban sites in four countries, including Ethiopia.</p><p>In Ethiopia, the Young Lives children have grown up in the wake of national education reform. In 1994, the government introduced its first education policy that set out the subsequent expansion of formal schooling in the country, coinciding with the birth year of the Older Cohort. While Young Lives is not intended to be nationally representative, with <a href="https://www.younglives.org.uk/content/our-research-methods">over-sampling</a> of poorer children, the sample is still able to capture Ethiopia’s diversity across regions and within a range of children.</p><p>Through its unique multi-cohort design, Young Lives data permit exploration of the determining factors of educational progress (individually and nationally) and cognitive development over a crucial period in the history of the Ethiopian education system. Furthermore, the five rounds of data collection span the children's education cycle from the age of primary-school enrolment to an age when they typically make their transition into tertiary education (or they have already dropped out of school) and enter the labour market, so offering a rich insight into the drivers, motivators and influences on educational trajectories over a 15-year period.</p><p>In this blog we document and discuss six stories and challenges for education in Ethiopia as told through Young Lives data. Please note that while the visuals below are static, they can be <a href="https://www.younglives.org.uk/content/young-lives-data-visualizations-guide">clicked on</a>, taking you to the dynamic data visualizations on the Young Lives website. There, you can also explore more of our findings and data (which is publicly available through the <a href="https://www.younglives.org.uk/content/use-our-data">UK data archive</a>).</p><h4 id="challenge-1-lack-of-access-to-pre-schooling"><a class="deep-link" href="#challenge-1-lack-of-access-to-pre-schooling"></a><strong>Challenge 1. </strong>Lack of access to pre-schooling</h4><p>The potential of quality early childhood care and education (ECCE) to transform young lives is now widely recognized in research, policy and service delivery. With a global focus, the United Nation Sustainable Development Goal (SDG) Target 4.2 states that, by 2030, countries should:</p><blockquote><p><em>Ensure that all girls and boys have access to quality early childhood development, care and pre-primary education so that they are ready for primary education.</em></p></blockquote><p>The Young Lives data captures the state of pre-school enrolment in Ethiopia study sites in 2006, when the pre-school system was still emergent.<a id="ref-3" class="ref" href="#note-3"><sup>3</sup></a> Only 25 per cent of Young Lives children (overwhelmingly from urban-based households) were enrolled in pre-school, predominantly in private kindergartens. Only 4 per cent and 8 per cent of children from the bottom and middle wealth index tercile attended pre-school.<a id="ref-4" class="ref" href="#note-4"><sup>4</sup></a> <a id="ref-5" class="ref" href="#note-5"><sup>5</sup></a></p><p>Tracking these children has shown that those who attended pre-school have better numeracy skills than non-attenders at both the age of 5 and 8 and the gap tends to increase as children grow older. Differences between pre-school attenders and non-attenders (for example in terms of socio-economic background, and investments in human capital) play a significant role in explaining the gap in numeracy test scores. Nevertheless, the existence of this gap is not wholly explained by these factors so further exploration of the positive role of pre-school for skills development is warranted.</p><h4 id="challenge-2-increased-primary-education-enrolment-but-late-enrolment-persists"><a class="deep-link" href="#challenge-2-increased-primary-education-enrolment-but-late-enrolment-persists"></a>Challenge 2: Increased primary education enrolment but late enrolment persists</h4><p>Formal education in Ethiopia begins at age seven. However, late enrolment is pervasive. The graph below shows the average enrolment rate in formal education for the Younger and Older Cohort children, at different ages.</p><p>In both cohorts, more girls than boys are enrolled at all ages. This gender gap in enrolment is represented in the chart with circles (i.e. the bigger the circle, the more girls than boys are enrolled in formal education).</p><p>Less than half of Older Cohort children start schooling at the age of seven. This rate increased by 14 per cent for Younger Cohort children at the same age, seven years later. However, only 57 per cent of these were enrolling ‘on time’ in terms of formal age for grade. An upward trend in the enrolment rate after the age of seven in both cohorts suggests that children are starting school late. Wealth, social capital, level of maternal education and ownership of land are among the factors that were found to have a positive impact on whether Older Cohort children were enrolled in school by the age of 7/8.<a id="ref-6" class="ref" href="#note-6"><sup>6</sup></a><a href="#_ednref1" name="_edn1"></a></p><h6><a href="https://www.younglives.org.uk/content/enrolment-rates-gaps-formal-education-country-sites#overlay-context=">Enrolment rates and gender gaps in formal education in Ethiopia sites</a></h6><p><a href="https://ourworldindata.org/wp-content/uploads/2018/01/Gap.png" target="_blank"><img class="aligncenter size-large wp-image-16418" src="https://ourworldindata.org/wp-content/uploads/2018/01/Gap-750x545.png" alt="" width="750" height="545" srcset="/wp-content/uploads/2018/01/Gap-32x32.png 32w, /wp-content/uploads/2018/01/Gap-50x50.png 50w, /wp-content/uploads/2018/01/Gap-64x64.png 64w, /wp-content/uploads/2018/01/Gap-96x96.png 96w, /wp-content/uploads/2018/01/Gap-128x128.png 128w, /wp-content/uploads/2018/01/Gap-150x109.png 150w, /wp-content/uploads/2018/01/Gap-400x291.png 400w, /wp-content/uploads/2018/01/Gap-750x545.png 750w, /wp-content/uploads/2018/01/Gap-768x558.png 768w, /wp-content/uploads/2018/01/Gap.png 839w" sizes="(min-width: 800px) 50vw, 100vw"></a></p><h4 id="challenge-3-absenteeism-early-drop-out-and-conflicting-responsibilities"><a class="deep-link" href="#challenge-3-absenteeism-early-drop-out-and-conflicting-responsibilities"></a>Challenge 3: Absenteeism, early drop-out, and conflicting responsibilities</h4><p>The chart above shows that enrolment peaks at the age of 12/13 at 93 per cent for both cohorts, and starts declining at the age of 14/15 when children are <em>expected</em> to be in their last year of primary school (however, this is not always, as we will show below, with some individuals in the right grade for their age). This is also the age when the pro-girl gender gap starts widening and, by the age of 18, 9 per cent more girls are enrolled than boys.</p><p>Indeed, girls are more likely to progress in their education and complete secondary education than boys. The main reason for this lies in the division of labour, which in Ethiopia is markedly gendered: girls primarily carry out domestic work within the household and boys tend to predominantly work outside the household, mainly in herding or farming activities.<a id="ref-7" class="ref" href="#note-7"><sup>7</sup></a> Staying in education can, therefore, be a more expensive choice for boys than for girls who can generally arrange their school and in-household responsibilities more flexibly than boys.<a id="ref-8" class="ref" href="#note-8"><sup>8</sup></a> <a id="ref-9" class="ref" href="#note-9"><sup>9</sup></a> Absenteeism is a precursor to drop-out, often linked to poor progress and performance. The most common reason given for boy absenteeism and drop-out is their involvement in paid or unpaid domestic/agricultural work, whereas for girls this is most commonly attributed to the need to care for younger siblings.<a id="ref-10" class="ref" href="#note-10"><sup>10</sup></a></p><h4 id="challenge-4-slow-grade-progression-and-increasing-disparities"><a class="deep-link" href="#challenge-4-slow-grade-progression-and-increasing-disparities"></a>Challenge 4. Slow grade progression and increasing disparities</h4><p>The chart below visualizes the percentage of Younger and Older Cohort students who are over-age for grade (older than the official entrance age for each grade). Late enrolment combined with slow progression through grades results in delayed education trajectories for those children who remain within the education system.</p><p>At the age of 15, when students should leave primary education and transition to secondary education in Ethiopia, only 27 per cent of Older Cohort children progressed as expected. On average, of this group at age 19, when it would be expected that they enter university education (following over 12 years of schooling), most have only completed 8–9 years of education. This is not surprising given the prevalence of over-age enrolment in primary education.</p><p>However, this is not the only factor explaining the high prevalence of over-age Ethiopian students. The bulk of delayed students increases year on year, signalling a cumulative delay, i.e. a slow progression through grades. Many factors can be posited, including grade repetition as linked to poor performance or absenteeism, re-entrance after a period of non-enrolment, and other circumstances. This pattern of increasing incidence of over-age students is similar for both males and females with more males being over-age for grade compared to females. Again, this could reflect competing responsibilities out of school.</p><h6><a href="https://www.younglives.org.uk/content/percentage-children-over-age-for-grade-all-country-sites#overlay-context=">Over-age for grade in Ethiopia sites</a></h6><p><a href="https://ourworldindata.org/wp-content/uploads/2018/01/Over-age.png" target="_blank"><img class="aligncenter size-large wp-image-16419" src="https://ourworldindata.org/wp-content/uploads/2018/01/Over-age-666x550.png" alt="" width="666" height="550" srcset="/wp-content/uploads/2018/01/Over-age-32x32.png 32w, /wp-content/uploads/2018/01/Over-age-50x50.png 50w, /wp-content/uploads/2018/01/Over-age-64x64.png 64w, /wp-content/uploads/2018/01/Over-age-96x96.png 96w, /wp-content/uploads/2018/01/Over-age-128x128.png 128w, /wp-content/uploads/2018/01/Over-age-150x124.png 150w, /wp-content/uploads/2018/01/Over-age-400x331.png 400w, /wp-content/uploads/2018/01/Over-age-666x550.png 666w, /wp-content/uploads/2018/01/Over-age-768x635.png 768w, /wp-content/uploads/2018/01/Over-age.png 1353w" sizes="(min-width: 800px) 50vw, 100vw"></a></p><p>The good news is that the prevalence of over-age students decreased in the 7-year period between the Older and Younger Cohort children. Nevertheless, the percentage of enrolled children who are over-age from the bottom wealth tercile has remained the same, as shown in the graph <a href="https://public.tableau.com/profile/young.lives.oxford#!/vizhome/e2_overage/Overage">here</a>.<a id="ref-11" class="ref" href="#note-11"><sup>11</sup></a></p><h4 id="challenge-5-unmet-educational-aspirations"><a class="deep-link" href="#challenge-5-unmet-educational-aspirations"></a>Challenge 5: Unmet educational aspirations</h4><p>Young Lives children have high hopes for their education, as the chart below shows. At the age of 12, 73 per cent of children aspire to complete university. However, children living in the poorest families have substantially lower educational aspirations than children from the less poor households. So too, aspirations decrease as children grow up. Between the ages of 12 and 19, children’s aspirations change significantly and they tend to adjust their aspirations downward in line with their lived reality and their perception of the opportunities available to them.<a id="ref-12" class="ref" href="#note-12"><sup>12</sup></a> There is a marked inflection point at the age of 15, the same age at which the drop-out rate increases. Notably, after the age of 15, the gender gap in aspiration shifts in favour of girls, mirroring the higher drop-out rate among boys after the age of 15.</p><h6>Proportion of boys and girls aspiring to university at ages 12, 15 and 19<em> – From: </em><a href="https://academic.oup.com/jae/article/26/5/561/4096500"><em>Favara, 2017</em></a></h6><div style="font-size: 75%;"><em>Note: Each point in the graph corresponds to the proportion of children aspiring to go to university at age 12,15 and 19, including both those enrolled at school or no longer at school.</em></div><p><a href="https://ourworldindata.org/wp-content/uploads/2018/01/aspirations.png" target="_blank"><img class="aligncenter size-full wp-image-16421" src="https://ourworldindata.org/wp-content/uploads/2018/01/aspirations.png" alt="" width="666" height="487" srcset="/wp-content/uploads/2018/01/aspirations-32x32.png 32w, /wp-content/uploads/2018/01/aspirations-50x50.png 50w, /wp-content/uploads/2018/01/aspirations-64x64.png 64w, /wp-content/uploads/2018/01/aspirations-96x96.png 96w, /wp-content/uploads/2018/01/aspirations-128x128.png 128w, /wp-content/uploads/2018/01/aspirations-150x110.png 150w, /wp-content/uploads/2018/01/aspirations-400x292.png 400w, /wp-content/uploads/2018/01/aspirations.png 666w" sizes="(min-width: 800px) 50vw, 100vw"></a></p><h4 id="challenge-6-scarce-improvement-in-learning-levels"><a class="deep-link" href="#challenge-6-scarce-improvement-in-learning-levels"></a>Challenge 6. Scarce improvement in learning levels</h4><p>Learning levels have not increased in tandem with enrolment. Comparing Older Cohort with Younger Cohort 15-year-olds reveals that there has been no overall improvement in learning levels.<a id="ref-13" class="ref" href="#note-13"><sup>13</sup></a></p><p>Considerable disparities between socio-economic groups emerge when comparing children from bottom wealth tercile households with their peers, in favour of the latter. The poor quality of many school play a major role. To read more about the education system and findings on the quality of the learning environment, please see the <a href="https://www.younglives.org.uk/content/young-lives-school-surveys-2016-17-ethiopia-country-report">Young Lives School Effectiveness survey</a>.</p><p><strong>On the right track, but momentum must continue</strong></p><p>While grade progression remains slow, learning poor, and aspirations frequently unmet, there has also been noticeable intergenerational progress between Young Lives children and their parents, at least in children attaining higher school grades. The chart below compares the percentage of Young Lives parents and children who achieved post-secondary education across a number of sub-groups defined by gender, socio-economic status, location and region of residency. On average, 25 per cent of 22-year-olds are currently enrolled or have finished post-secondary education compared to 6 per cent of their parents.<a id="ref-14" class="ref" href="#note-14"><sup>14</sup></a> Once again, the greatest improvements are documented among individuals from better-off households and those in urban sites.</p><h6>Percentage of Young Lives 22-years-olds and their parents who completed post-secondary education (%)</h6><p><a href="https://ourworldindata.org/wp-content/uploads/2018/01/Ethiopia-bar.png" target="_blank"><img class="aligncenter wp-image-16422 size-medium" src="https://ourworldindata.org/wp-content/uploads/2018/01/Ethiopia-bar-400x358.png" alt="" width="400" height="358" srcset="/wp-content/uploads/2018/01/Ethiopia-bar-32x32.png 32w, /wp-content/uploads/2018/01/Ethiopia-bar-50x50.png 50w, /wp-content/uploads/2018/01/Ethiopia-bar-64x64.png 64w, /wp-content/uploads/2018/01/Ethiopia-bar-96x96.png 96w, /wp-content/uploads/2018/01/Ethiopia-bar-128x128.png 128w, /wp-content/uploads/2018/01/Ethiopia-bar-150x134.png 150w, /wp-content/uploads/2018/01/Ethiopia-bar-400x358.png 400w, /wp-content/uploads/2018/01/Ethiopia-bar.png 612w" sizes="(min-width: 800px) 50vw, 100vw"></a></p><p><strong>Find more information on the work of the Young Lives study:</strong></p><p>As the Young Lives study reaches its final phase of core-funding, we are drawing together our education findings from Ethiopia and across all study countries to define principles for policy and programming, available <a href="http://www.younglives.org.uk/content/education">here</a>.</p><p>The above discussion draws on Young Lives data from all five survey rounds. For data visualizations and interactive delineations of this dataset, please visit our <a href="http://www.younglives.org.uk/content/introduction-young-lives-data#overlay-context=content/use-our-data">website</a> and follow developments @<a href="https://twitter.com/yloxford?lang=en">yloxford</a> with <a href="https://twitter.com/search?f=tweets&q=%23YLdataviz&src=typd">#YLdataviz</a> and <a href="https://twitter.com/search?q=%23YLEducation&src=typd">#YLEducation</a>.</p><p><a href="#_ednref1" name="_edn1"></a></p></section>
</div><footer class="article-footer"><h2 id="footnotes">Footnotes</h2><ol class="footnotes"><li id="note-1"><p>UNESCO (2007) – Education for all by 2015: Will we make it? Global Monitoring Report 2008, Paris: UNESCO Publishing.</p></li><li id="note-2"><p>Woldehanna, T. and M. Araya (2016) – <a href="https://www.younglives.org.uk/content/educational-inequalities-among-children-and-young-people-ethiopia">Education inequalities among children and young people in Ethiopia. Young Lives Country Report</a>.</p></li><li id="note-3"><p>Pre-school in Ethiopia is typically between ages of 4 and 6.</p></li><li id="note-4"><p>The wealth index is a composite index measuring households' access to services such as water and sanitation, their ownership of consumer durables such as refrigerators, and the quality of floor, roof, and wall materials in their dwelling. Households in each cohort of the Young Lives survey were categorised into terciles based on their wealth index in each survey round, with the households with lowest wealth belonging to the bottom tercile, and those with the highest wealth belonging to the top tercile.</p></li><li id="note-5"><p>Favara, Marta, Martin Woodhead, Juan Francisco Castro, Grace Chang, Patricia Espinoza (2017) ‘Pre-school Education and Skills Development in Peru, Vietnam, Ethiopia and India: Evidence from Young Lives’, in forthcoming World Bank publication, 2017. (see <a href="http://www.younglives.org.uk/node/8446">http://www.younglives.org.uk/node/8446</a>)</p></li><li id="note-6"><p>Woldehanna, T. A. Mekonnen, N. Jones, B. Tefera, J. Seager, T. Alemu, G. Asgedom (2005) Education choices in Ethiopia: <a href="https://www.google.co.uk/url?sa=t&rct=j&q=&esrc=s&source=web&cd=9&ved=0ahUKEwjk3Yibo9LYAhXExxQKHZOPDC4QFghSMAg&url=http%3A%2F%2Fyounglives.qeh.ox.ac.uk%2Fpublications%2FPP%2Feducation-choices-Ethiopia%2Feducational-choices-in-ethiopia-what-determines-whether-poor-children-go-to-school&usg=AOvVaw2Uj7X5X3hm3oAP09OnmTIs">What determines whether poor households send their children to school?</a> Young Lives Working Paper 15.</p></li><li id="note-7"><p>Morrow, V., Boyden, J. (forthcoming 2018) <em>Responding to children’s work: Evidence from the Young Lives study in Ethiopia, India, Peru and Vietnam, </em>Summative Report, Oxford: Young Lives</p></li><li id="note-8"><p>Tafere, Y. and N. Chuta (2016) <a href="https://www.younglives.org.uk/content/gendered-trajectories-young-people-through-school-work-and-marriage-ethiopia">Gendered trajectories of young people through school, work and marriage in Ethiopia</a>. Young Lives Working Paper 155.</p></li><li id="note-9"><p>Favara, M. (2017) <a href="https://academic.oup.com/jae/article/26/5/561/4096500">Do dreams come true? Aspirations and educational attainments of Ethiopian boys and girls</a>, Journal of African Economies, 26(5):561-583.</p></li><li id="note-10"><p>Frost, M. and C. Rolleston (2013) <a href="https://www.younglives.org.uk/content/improving-education-quality-equity-and-access">Improving Education Quality, Equity and Access: A Report on Findings from the Young Lives School Survey (Round 1) in Ethiopia</a>, Young Lives Working paper 96, 2013</p></li><li id="note-11"><p>Children from the middle tercile households have experienced the biggest decrease in over-age enrollment from 76% over-aged 14-year-olds in the Older Cohort to 55% over-aged 14-year-olds in the Younger Cohort.</p></li><li id="note-12"><p>Favara, M. (2017) <a href="https://academic.oup.com/jae/article/26/5/561/4096500">Do dreams come true? Aspirations and educational attainments of Ethiopian boys and girls</a>, Journal of African Economies, 26(5):561-583.</p></li><li id="note-13"><p>Young Lives (2017) <a href="https://www.younglives.org.uk/content/education-and-learning-preliminary-findings-round-5-survey-ethiopia">Education and learning: Preliminary findings from the 2016 Young Lives Survey (Round 5): Ethiopia.</a></p></li><li id="note-14"><p>Young Lives (2018) Poverty and intergenerational change: Preliminary findings from the 2016 Young Lives Survey (Round 5): Ethiopia.</p></li></ol></footer></article></div></main><div id="wpadminbar" style="display: none;"><div id="wp-toolbar" role="navigation" aria-label="Toolbar" class="quicklinks"><ul id="wp-admin-bar-root-default" class="ab-top-menu"><li id="wp-admin-bar-site-name" class="menupop"><a aria-haspopup="true" href="/wp-admin/" class="ab-item">Our World In Data</a></li><li id="wp-admin-bar-edit"><a href="https://owid.cloud/wp-admin/post.php?post=16414&action=edit" class="ab-item">Edit Post</a></li></ul></div></div><footer class="SiteFooter"><div><a href="/" class="logo">Our World in Data</a> is a <a href="https://creativecommons.org/licenses/by-sa/4.0/">creative commons</a> publication about human civilization at a global scale.</div><nav><a href="/about">About</a><a href="https://docs.google.com/forms/d/e/1FAIpQLScTaT03ggC7yo8KzRLvoCJY-5mtfuA6jOHheLLFtD5lSHkXlg/viewform">Feedback</a><a href="/subscribe">Subscribe</a><a href="https://twitter.com/OurWorldInData">Twitter</a><a href="https://www.facebook.com/OurWorldinData">Facebook</a><a href="https://github.com/owid">GitHub</a><a href="/support">Donate</a></nav><script src="/wp-content/themes/owid-theme/dist/js/owid.js"></script><script src="https://ourworldindata.org/grapher/embedCharts.js"></script></footer></body></html>