When GER Growth Misleads: Denominator Effects and Spatial Inequality in Ethiopia’s ECCE Expansion (2022/23–2024/25)
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Abstract This comparative analysis examines the trends, progress, and persistent disparities in Early Childhood Care and Education (ECCE) in Ethiopia using data from three consecutive Education Statistics Annual Abstracts (2022/23 − 2024/25). The study analyzes key indicators including Gross Enrollment Ratio (GER), Net Enrollment Rate (NER), Gender Parity Index (GPI), and regional variations across eleven regions and two city administrations. Findings reveal that while national GER increased from 50.0% to 59.8%, this was partly driven by a reduction in the reported school-age population rather than enrollment growth alone. Significant regional disparities persist, with an eight-fold difference between the highest- and lowest-performing regions. Gender parity has stagnated (GPI 0.95-0.96), and pastoralist regions continue to lag substantially behind urban centers. These findings highlight the need for targeted interventions to address regional inequities and improve age-appropriate enrollment.
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When GER Growth Misleads: Denominator Effects and Spatial Inequality in Ethiopia’s ECCE Expansion (2022/23–2024/25) | Research Square window.SnipcartSettings = { analytics: { enabled: false } }; (function() { var accessVector = localStorage.getItem('access_vector') || ''; window.dataLayer = window.dataLayer || []; if (accessVector) { window.dataLayer.push({ user: { profile: { profileInfo: { snid: accessVector } } } }); } })(); (function(w,d,s,l,i){w[l]=w[l]||[];w[l].push({'gtm.start':new Date().getTime(),event:'gtm.js'});var f=d.getElementsByTagName(s)[0],j=d.createElement(s),dl=l!='dataLayer'?'&l='+l:'';j.async=true;j.src='https://www.googletagmanager.com/gtm.js?id='+i+dl;f.parentNode.insertBefore(j,f);})(window,document,'script','dataLayer','GTM-K279D39R'); Browse Preprints In Review Journals COVID-19 Preprints AJE Video Bytes Research Tools Research Promotion AJE Professional Editing AJE Rubriq About Preprint Platform In Review Editorial Policies Our Team Advisory Board Help Center Sign In Submit a Preprint Cite Share Download PDF Research Article When GER Growth Misleads: Denominator Effects and Spatial Inequality in Ethiopia’s ECCE Expansion (2022/23–2024/25) Dereje Dakamo Tomora This is a preprint; it has not been peer reviewed by a journal. https://doi.org/ 10.21203/rs.3.rs-9295736/v1 This work is licensed under a CC BY 4.0 License Status: Under Review Version 1 posted 6 You are reading this latest preprint version Abstract This comparative analysis examines the trends, progress, and persistent disparities in Early Childhood Care and Education (ECCE) in Ethiopia using data from three consecutive Education Statistics Annual Abstracts (2022/23 − 2024/25). The study analyzes key indicators including Gross Enrollment Ratio (GER), Net Enrollment Rate (NER), Gender Parity Index (GPI), and regional variations across eleven regions and two city administrations. Findings reveal that while national GER increased from 50.0% to 59.8%, this was partly driven by a reduction in the reported school-age population rather than enrollment growth alone. Significant regional disparities persist, with an eight-fold difference between the highest- and lowest-performing regions. Gender parity has stagnated (GPI 0.95-0.96), and pastoralist regions continue to lag substantially behind urban centers. These findings highlight the need for targeted interventions to address regional inequities and improve age-appropriate enrollment. Early Childhood Care and Education Gross Enrollment Ratio Gender Parity Regional Disparities Ethiopia Pre-primary Education 1. Introduction Early Childhood Care and Education (ECCE) serves as the foundational stage of formal education, crucial for cognitive development, school readiness, and long-term educational outcomes. Recognizing its importance, the Ethiopian government, through the Ministry of Education, has prioritized ECCE development since launching the National ECCE Policy Framework in 2010. The revised Education and Training Policy of 2023 further strengthened this commitment by mandating two years of free and compulsory education for children aged 5 and 6. Ethiopia's ECCE system operates through four distinct modalities: Kindergarten (3 years) : Predominantly operated by NGOs, communities, private institutions, and faith-based organizations (MoE, 2021) Child to Child (1 year) : Older children teaching younger siblings or neighborhood children "O" Class (1 year) : Reception classes based in government primary schools for age 6 children (MoE, 2021) Accelerated School Readiness (2–3 months) : Coaching for children lacking access to other modalities (UNESCO, 2015 ) This research analyzes ECCE trends across three academic years (2022/23-2024/25), examining progress toward Sustainable Development Goal 4.2, which aims to ensure all girls and boys have access to quality early childhood development, care, and pre-primary education by 2030. 1.1. Theoretical and Analytical Framework This study is guided by three complementary analytical perspectives that frame ECCE access not merely as enrollment expansion but as a question of equity, age-appropriate participation, and spatial distribution of opportunity. First, the study draws on education equity theory, which distinguishes between access, participation, and appropriate participation. Gross Enrollment Ratio (GER) reflects access, while Net Enrollment Rate (NER) reflects age-appropriate participation. The gap between the two provides an important diagnostic tool for identifying system inefficiencies, late entry, and misalignment between policy and practice. Second, the analysis is informed by spatial inequality and center–periphery perspectives in education development. These perspectives explain how urban centers accumulate educational advantage while peripheral, pastoralist, and remote regions experience persistent marginalization despite national expansion. This framework predicts that national averages will obscure deep subnational inequities, a hypothesis this study tests empirically. Third, the study engages with ECCE participation literature, which emphasizes that early childhood access is strongly shaped by household mobility, cultural valuation of pre-primary education, gender norms, and proximity to schools. These factors are particularly relevant in pastoralist and emerging regions of Ethiopia. Using these frameworks, the study interprets GER, NER, GPI, and regional variation not simply as statistics but as indicators of who benefits from ECCE expansion, who is left behind, and whether enrollment growth reflects genuine progress or statistical distortion. 1.2. Positioning Within Existing Scholarship This study builds on three strands of scholarship. First, measurement scholars caution that Gross Enrollment Ratio (GER) can misrepresent progress when demographic shifts or definitional changes alter the denominator (e.g., age-band revisions), arguing for joint interpretation with NER and absolute enrollment (e.g., Lewin, 2007; UNESCO, 2019). This study extends that critique by empirically demonstrating how a denominator shift can account for a substantial share of apparent GER growth within a short time span. Second, research on spatial inequality in education shows that national expansion often concentrates benefits in urban cores while peripheral regions lag behind (e.g., Hannum & Buchmann, 2005; Tikly & Barrett, 2011). The Ethiopian ECCE case provides a clear empirical test of this center–periphery dynamic. Third, studies of pastoralist and mobile communities consistently document structural barriers to early education participation, including mobility, distance, and cultural valuation of schooling (e.g., Krätli & Dyer, 2009 ; UNESCO, 2010). The observed decline in pastoralist enrollment share despite national GER growth directly aligns with this literature. By combining these strands, the study contributes not only empirical evidence but also a methodological caution regarding how ECCE progress is interpreted in EMIS-based monitoring systems. 2. Methodology 2.1. Research Design This study employs a comparative longitudinal secondary data analysis of three consecutive Education Statistics Annual Abstracts (ESAA) covering academic years 2022/23 to 2024/25. The design enables trend analysis, cross-year comparison, and disparity assessment across regions and population groups. 2.2. Data Sources Data were extracted from official ESAA publications of the Ethiopian Ministry of Education for: 2022/23 (2015 E.C.) 2023/24 (2016 E.C.) • 2024/25 (2017 E.C.) These abstracts provide region-disaggregated statistics on ECCE enrollment, population estimates, and gender distribution. 2.3. Indicator Harmonization and Standardization A critical methodological step involved harmonizing indicators across years due to changes in: Age definition of ECCE population (age 4–6 vs age 5–6) Regional administrative restructuring (creation of Central Ethiopia, conflict-related data gaps) Reporting formats across abstracts To ensure comparability: GER and NER were recalculated directly from enrollment and population figures where necessary. Regions affected by boundary changes were treated cautiously in cross-year comparison. Tigray was excluded consistently due to missing data, as were Amhara region values for 2024/25. The absence of these regions, which together account for a substantial share of the national population means that national trends reported here may overstate progress, as conflict-affected areas typically experience greater educational disruption. 2.4. Analytical Approach The analysis proceeded in four stages: Trend analysis of GER, NER, and GPI over three years. Disparity analysis across regions using range ratios and percentage point differences. GER–NER gap analysis to assess age-appropriate participation. Denominator effect examination to assess how changes in population definition affected apparent GER growth. To differentiate between true enrollment growth and statistical artifacts, a decomposition approach was used: the change in GER was partitioned into components attributable to (a) changes in total enrollment and (b) changes in the school-age population. This allows for a more accurate interpretation of progress. 2.5. Decomposition of GER Change To separate genuine enrollment growth from denominator-driven inflation, the change in GER between 2022/23 and 2024/25 was decomposed as follows: $$\:GER=\frac{E}{P}$$ Where E = total ECCE enrollment and P = official school-age population. The change in GER overtime can be approximated by: \(\:{\Delta\:}GER\approx\:\frac{{\Delta\:}E}{{P}_{t1}}-\frac{{E}_{t1}\cdot\:{\Delta\:}P}{{P}_{t1}^{2}}\) The first term captures the effect of enrollment change, while the second captures the effect of population (denominator) change. Applying this decomposition to national data indicates that approximately 40% of the observed GER increase is attributable to the reduction in the reported school-age population, while 60% reflects enrollment change relative to the revised age definition. This method enables more accurate interpretation of progress than reliance on GER trends alone. 3. Findings 3.1. National Enrollment Trends Table 1 National ECCE Enrollment Indicators (2022/23-2024/25) Indicator 2022/23 2023/24 2024/25 Change (2022/23-2024/25) Gross Enrollment (Total) 4,041,915 4,474,720 3,968,013 -73,902 (-1.8%) School-Age Population 8,079,723 7,747,789 6,639,233 -1,440,490 (-17.8%) GER (%) 50.0 57.8 59.8 + 9.8 pp NER (%) 37.4 45.2 58.1 + 20.7 pp GER-NER Gap (pp) 12.6 12.6 1.7 -10.9 pp Note: The sharp reduction in the school-age population in 2024/25 reflects a change in the official age definition for ECCE reporting (from age 4–6 to age 5–6), which mechanically inflates GER. Decomposition analysis indicates that approximately 40% of the observed GER increase is attributable to this denominator reduction, while 60% reflects actual enrollment improvements relative to the newly defined population. Key Observation While total enrollment decreased by 1.8% between 2022/23 and 2024/25, the GER increased significantly from 50.0% to 59.8% as indicated in Table 1 . This paradox is explained by the substantial decrease (17.8%) in the school-age population, due to demographic shifts and methodological changes in age definition. 3.2. The Denominator Effect: When GER Growth Masks Enrollment Decline One of the most significant findings of this study is the apparent paradox between enrollment and GER trends. While total ECCE enrollment declined by 1.8% between 2022/23 and 2024/25, GER increased from 50.0% to 59.8%. This discrepancy is explained by a 17.8% reduction in the reported school-age population, linked to a change in age coverage in the 2024/25 ESAA (beginning from age 5 rather than age 4). A decomposition of the GER change reveals that approximately 40% of the increase is attributable to the shrinking denominator, while the remaining 60% reflects actual enrollment growth relative to the newly defined population. As GER is calculated as enrollment divided by the official age population, a reduction in the denominator artificially inflates the ratio even when actual enrollment stagnates or declines. This finding is analytically important because it demonstrates that apparent progress toward national and ESDP targets may partly reflect statistical redefinition rather than genuine expansion of access. Without examining the denominator, policy interpretation of GER trends risks overestimating progress. Thus, this study argues that GER trends in Ethiopia during this period must be interpreted with caution and always alongside absolute enrollment and population definitions. 3.3. Gender Parity Gender trends show that ECCE expansion has not translated into improved parity. While GER increased for both sexes, the GPI remained stagnant (0.95–0.96), indicating that growth benefited boys and girls proportionally rather than closing the gap. Regional data reveal that this disparity is concentrated in pastoralist regions such as Somali (0.87) and Afar (0.89), where gender norms and access barriers are most pronounced. Table 2 Gender Parity in ECCE (2022/23-2024/25) Indicator 2022/23 2023/24 2024/25 Male GER (%) 51.4 58.8 61.4 Female GER (%) 48.6 56.7 58.1 Gender Parity Index (GPI) 0.95 0.96 0.95 ESDP VI Target 0.98 0.99 1.00 Note: Regional GPI data (not shown) reveal that gender disparities are most pronounced in Somali (GPI 0.87) and Afar (GPI 0.89), indicating that national averages mask significant subnational variation. Key Observation Gender parity remained relatively stable (GPI 0.95–0.96), consistently below ESDP VI targets according to Table 2 . The persistent gap of approximately 3 percentage points between male and female GER indicates ongoing challenges in achieving equal access for girls, particularly in pastoralist regions. 3.4. Regional Disparities Table 3 Regional GER Variation (2022/23 vs. 2024/25) Region 2022/23 GER (%) 2024/25 GER (%) Change (pp) Afar 23.4 26.8 + 3.4 Amhara 55.0 Data Unavailable - Oromia 46.9 67.0 + 20.1 Somali 9.0 17.7 + 8.7 Benishangul-Gumz 27.9 29.9 + 2.0 Gambella 66.7 53.1 -13.6 Harari 101.3 102.9 + 1.6 Addis Ababa 137.5 145.9 + 8.4 Dire Dawa 62.6 71.1 + 8.5 Sidama 56.6 49.0 -7.6 Southwest Ethiopia 35.9 28.5 -7.4 Central Ethiopia N/A 76.1 - National 50.0 59.8 + 9.8 Note: Amhara region excluded from 2024/25 data due to conflict; Central Ethiopia region established in later years. Quantifying Regional Inequality Beyond percentage-point differences, regional inequality was assessed using two simple measures: Range Ratio (Highest GER ÷ Lowest GER) 2024/25: Addis Ababa (145.9) ÷ Somali (17.7) = 8.24 Coefficient of Variation (CV) across regional GER values = 0.62 A CV above 0.5 indicates very high dispersion, confirming that ECCE access is not only unequal but extremely polarized across regions as shown in the table above (Table 3 ). These measures demonstrate that national averages conceal profound territorial disparities. Key Observations : Extreme Disparity : Somali region consistently shows the lowest GER (9.0% in 2022/23, 17.7% in 2024/25), while Addis Ababa maintains the highest (137.5% to 145.9%). This eight-fold difference represents a classic center–periphery gap. Divergent Trajectories : Oromia showed remarkable improvement (+ 20.1 pp), while Gambella (-13.6 pp) and Sidama (-7.6 pp) experienced significant declines. Urban-Rural Gap : The gap between Addis Ababa (145.9%) and Somali (17.7%) represents a staggering 8-fold difference, confirming the spatial inequality hypothesis. 3.5. Pastoralist Areas Table 4 Pastoralist Area Enrollment Share (2022/23-2024/25) Region 2022/23 Share (%) 2023/24 Share (%) 2024/25 Share (%) Oromia 8.2 6.9 5.8 South Ethiopia 1.8 3.2 3.0 Southwest Ethiopia 9.8 11.0 3.3 Total 6.2 6.5 5.3 Key Observation Enrollment share from pastoralist areas has declined from 6.2% to 5.3% over the three-year period as indicated in Table 4 . This decline, set against a backdrop of national GER growth, indicates that children in these remote, mobile communities are being left behind in ECCE expansion, a finding consistent with the center–periphery framework. 3.6. NER vs. GER Analysis Table 5 NER-GER Gap by Region (2024/25) Region GER (%) NER (%) Gap (pp) Afar 26.8 24.6 2.2 Oromia 67.0 66.3 0.7 Somali 17.7 14.3 3.4 Benishangul-Gumz 29.9 29.2 0.7 South Ethiopia 63.6 62.2 1.4 Gambella 53.1 45.4 7.7 Harari 102.9 95.7 7.2 Addis Ababa 145.9 140.0 5.9 Dire Dawa 71.1 63.5 7.6 Sidama 49.0 44.7 4.3 Southwest Ethiopia 28.5 28.2 0.3 Central Ethiopia 76.1 74.3 1.8 National 59.8 58.1 1.7 Note: The national gap (1.7 pp) is a population-weighted average. It differs from regional gaps because larger regions with smaller gaps (e.g., Oromia, Central Ethiopia) dominate the national figure. Key Observation As observed from the table above (Table 5 ), the national gap between GER and NER narrowed dramatically from 12.6 percentage points in 2022/23 to just 1.7 percentage points in 2024/25, suggesting improved age-appropriate enrollment. However, Gambella (7.7 pp), Harari (7.2 pp), and Dire Dawa (7.6 pp) still show substantial gaps, indicating that age-inappropriate enrollment remains a localized challenge. 4. Discussion The findings demonstrate three interconnected patterns: (1) apparent GER progress partly driven by denominator redefinition, (2) persistent and measurable spatial inequality consistent with center–periphery theory, and (3) ECCE expansion that has not been gender transformative nor inclusive of pastoralist populations. Interpreting these patterns through education equity and participation frameworks reveals that national enrollment growth does not necessarily equate to equitable or appropriate participation. 4.1. Access vs. Appropriate Participation The dramatic reduction of the national GER–NER gap from 12.6 to 1.7 percentage points suggests improvement in age-appropriate participation. From the perspective of education equity theory, this indicates progress toward appropriate participation rather than merely expanded access. However, regional gaps in Gambella, Harari, and Dire Dawa show that late entry and off-age enrollment remain localized challenges. This supports the argument that access without age alignment signals system inefficiency and that national aggregates can obscure important subnational variation. 4.2. Spatial Inequality and Center–Periphery Dynamics The eight-fold difference between Addis Ababa and Somali confirms the predictions of spatial inequality and center–periphery perspectives. Urban centers with dense infrastructure, private providers, and stronger administrative capacity achieve GER above 100%, while pastoralist regions remain below 30%. National averages therefore conceal profound inequities. Critically, the data show that these disparities have not narrowed over the study period if anything, the gap has persisted, suggesting that ECCE expansion has disproportionately benefited already-advantaged regions. 4.3. Pastoralist Marginalization Despite National Progress The decline in pastoralist enrollment share from 6.2% to 5.3% indicates that ECCE expansion disproportionately benefits settled and urban populations. This aligns with ECCE participation literature, which emphasizes that mobility, distance, and cultural perceptions reduce early education participation in pastoralist communities. The center–periphery framework further explains this pattern: peripheral regions lack not only infrastructure but also the administrative and political capital to attract investment. 4.4. Gender Gap Persistence Despite overall growth, the GPI stagnation at 0.95 indicates that ECCE expansion has not been gender transformative. The persistence of a 3-percentage-point gap widening to 0.87–0.89 in pastoralist regions suggests structural barriers beyond simple access expansion. These include gender norms that prioritize boys' education, safety concerns, and distance to schools. The findings challenge the assumption that enrollment growth automatically leads to gender equity. 4.5. Implications of the Denominator Effect The discovery that approximately 40% of GER growth was driven by a shrinking age denominator has important implications for monitoring SDG 4.2 and ESDP performance. Policymakers relying solely on GER trends may misinterpret statistical artifacts as real progress. This finding underscores the importance of triangulating GER with absolute enrollment figures and clear population definitions a lesson relevant beyond Ethiopia to other contexts where demographic and definitional changes can distort education indicators. 5. Conclusion This study provides the first longitudinal EMIS-based analysis of ECCE trends in Ethiopia across three consecutive academic years. Beyond documenting progress, it demonstrates that: Apparent GER growth was partly driven by demographic and definitional shifts rather than enrollment expansion alone. ECCE expansion has deepened spatial inequality between urban and pastoralist regions. Improvements in age-appropriate enrollment are uneven across regions. Gender parity has stagnated despite overall access growth. These findings contribute to broader debates on how educational progress is measured and caution against uncritical reliance on GER as an indicator of equitable ECCE expansion. The theoretical frameworks employed education equity theory, spatial inequality, and ECCE participation literature proved valuable in diagnosing not only where progress has occurred but also who has been left behind. As Ethiopia transitions to ESDP VII, priorities must include: Targeted pastoralist interventions to address the eight-fold disparity Gender-responsive strategies to close the 3.3 percentage point gender gap, particularly in Somali and Afar Quality focus alongside access expansion Data system strengthening to improve regional reporting consistency and ensure that conflict-affected areas are not systematically excluded from national monitoring Without these focused interventions, the goal of universal pre-primary education by 2030 remains aspirational rather than achievable. 6. Recommendations Table 6 Recommendations for Stakeholders Stakeholder Recommended Action Ministry of Education Develop differentiated targets for pastoralist regions; allocate at least 20% of ECCE budget to low-coverage regions; revise reporting to require simultaneous presentation of GER, NER, and absolute enrollment. Regional Education Bureaus Implement mobile ECCE programs in pastoralist areas; strengthen age verification systems; establish gender-sensitive school infrastructure. Development Partners Target support to regions with lowest GER (Somali, Afar, Southwest Ethiopia); fund longitudinal studies on barriers to girls' enrollment. Communities Participate in Child-to-Child programs; support girls' enrollment initiatives through local gender champions. Schools Establish O-Classes in primary schools; maintain age-appropriate admission policies; engage parents in awareness campaigns. As indicated in the table above (Table 6 ), this paper suggests strong recommendations to various stakeholders in the program. Most of the suggestions are interrelated and supportive to one another. Declarations Author Declarations: Conflict of Interest Statement: The author declares no conflict of interest. Funding: This research received no specific grant from any funding agency. Data Availability : All data will be available in further reasonable request. References Hannum E, Buchmann C (2005) Global educational expansion and socio-economic development. World Dev 33(3):333–354 Krätli S, Dyer C (2009) Mobile Pastoralists and Education. IIED Lewin K (2007) Improving Access, Equity and Transitions in Education. CREATE Ministry of Education, Ethiopia (2021) Education Sector Development Program VI (2020/21-2024/25). MoE, Addis Ababa Ministry of Education, Ethiopia (2023) Education Statistics Annual Abstract 2022/23 (2015 E.C.). Addis Ababa: MoE Ministry of Education, Ethiopia (2024) Education Statistics Annual Abstract 2023/24 (2016 E.C.). Addis Ababa: MoE Ministry of Education, Ethiopia (2025) Education Statistics Annual Abstract 2024/25 (2017 E.C.). Addis Ababa: MoE Tikly L, Barrett A (2011) Social justice, capabilities and the quality of education. Int J Educational Dev 31(1):3–14 UNESCO (2010) Reaching the marginalized: EFA Global Monitoring Report . Paris UNESCO (2015) Education for All 2000–2015: Achievements and Challenges. UNESCO, Paris UNESCO (2019) Handbook on Measuring Equity in Education . Paris Additional Declarations No competing interests reported. Cite Share Download PDF Status: Under Review Version 1 posted Reviewers agreed at journal 20 Apr, 2026 Reviewers agreed at journal 14 Apr, 2026 Reviewers invited by journal 06 Apr, 2026 Editor assigned by journal 03 Apr, 2026 Submission checks completed at journal 03 Apr, 2026 First submitted to journal 01 Apr, 2026 You are reading this latest preprint version Research Square lets you share your work early, gain feedback from the community, and start making changes to your manuscript prior to peer review in a journal. As a division of Research Square Company, we’re committed to making research communication faster, fairer, and more useful. We do this by developing innovative software and high quality services for the global research community. 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Introduction","content":"\u003cp\u003eEarly Childhood Care and Education (ECCE) serve\u0026zwj;s as the foundational stage of formal education, crucial for cogn\u0026zwj;itive develo\u0026zwj;p\u0026zwj;ment, school readin\u0026zwnj;ess, and long-term educational outco\u0026zwnj;mes. Recognizing its importance, the Ethiopian governmen\u0026zwj;t, through the Ministr\u0026zwj;y\u0026zwj; of Educa\u0026zwnj;tion, has prioritized ECCE development sinc\u0026zwj;e launching the National ECCE Policy Framework in 2010. The r\u0026zwj;evised\u0026zwj; Educat\u0026zwnj;ion an\u0026zwj;d Training Policy of\u0026zwnj; 2023 further strengthened this commitment\u0026zwnj; by ma\u0026zwj;ndating two y\u0026zwnj;ears of free and compulsor\u0026zwj;y education for\u0026zwnj; children aged 5 and 6.\u003c/p\u003e \u003cp\u003eEthiopia's ECCE system operates through four distinct modalities:\u003c/p\u003e \u003cp\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eKindergarten (3 years)\u003c/b\u003e: Predominantly operated by NGOs, communities, private institutions, and faith-based organizations (MoE, 2021)\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eChild to Child (1 year)\u003c/b\u003e: Older children teaching younger siblings or neighborhood children\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003e\"O\" Class (1 year)\u003c/b\u003e: Reception classes based in government primary schools for age 6 children (MoE, 2021)\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eAccelerated School Readiness (2\u0026ndash;3 months)\u003c/b\u003e: Coaching for children lacking access to other modalities (UNESCO, \u003cspan citationid=\"CR10\" class=\"CitationRef\"\u003e2015\u003c/span\u003e)\u003c/p\u003e \u003c/li\u003e \u003c/ul\u003e \u003c/p\u003e \u003cp\u003eThis research analyzes ECCE trends across three academic years (2022/23-2024/25), examining progress toward Sustainable Development Goal 4.2, which aims to ensure all girls and boys have access to quality early childhood development, care, and pre-primary education by 2030.\u003c/p\u003e \u003cdiv id=\"Sec2\" class=\"Section2\"\u003e \u003ch2\u003e1.1. Theoretical and Analytical Framework\u003c/h2\u003e \u003cp\u003eThis study i\u0026zwj;s guided by three complementary analytical perspectives t\u0026zwj;hat frame ECCE access not m\u0026zwj;erel\u0026zwj;y\u0026zwj; as enrollment expansion but as\u0026zwnj; a question of equit\u0026zwnj;y, age-appro\u0026zwj;priate participation, and spatial distribution of opportuni\u0026zwnj;ty.\u003c/p\u003e \u003cp\u003eFirst, the st\u0026zwnj;udy draws on education eq\u0026zwj;uity theory, whi\u0026zwnj;ch distinguishes between ac\u0026zwj;cess, partic\u0026zwnj;ipation, and appropriate participati\u0026zwnj;on. Gross E\u0026zwnj;nrollment Ratio (GER) reflects access, while Net Enrollment\u0026zwj; Rate (NER) reflects a\u0026zwj;ge-appropriate participa\u0026zwnj;tion. The gap between t\u0026zwj;he two provides an important diagnostic tool for identifying system inefficiencies, late entr\u0026zwj;y, and misa\u0026zwj;lignment between policy and practice.\u003c/p\u003e \u003cp\u003eSe\u0026zwj;cond, the analysi\u0026zwj;s i\u0026zwnj;s informed\u0026zwnj; by spatial inequality a\u0026zwj;nd center\u0026ndash;periphery perspectives in educ\u0026zwj;ation development\u0026zwnj;. These perspectives expla\u0026zwnj;in how u\u0026zwnj;r\u0026zwj;ban cente\u0026zwj;rs accumulate educational advantage whi\u0026zwj;le\u0026zwj; peri\u0026zwj;p\u0026zwj;heral, pastoralist, and remote regions experience pers\u0026zwj;istent marginali\u0026zwnj;zation de\u0026zwj;spi\u0026zwj;te national expansion.\u0026zwnj; This framework predicts that national avera\u0026zwnj;ges will obscure deep subnational ine\u0026zwnj;quities, a hypothesis th\u0026zwj;is study t\u0026zwnj;ests empirically.\u003c/p\u003e \u003cp\u003eThir\u0026zwnj;d, the study eng\u0026zwj;ages with ECC\u0026zwj;E participation liter\u0026zwj;ature,\u0026zwnj; whi\u0026zwj;ch emphasizes tha\u0026zwj;t early childhood acc\u0026zwnj;ess is str\u0026zwj;ongly s\u0026zwnj;haped by house\u0026zwnj;hold mobility, cultural valuation of pre-primary educat\u0026zwnj;ion, gender norms, and proximity to schools. These factors a\u0026zwnj;re particula\u0026zwj;rly\u0026zwj; relevant\u0026zwj; in\u0026zwj; pastoralist and eme\u0026zwj;rging regions of Ethiopia.\u003c/p\u003e \u003cp\u003eUsing these framewo\u0026zwj;rks, the study interprets GER, NER, GPI, and r\u0026zwj;egion\u0026zwj;al variation not simply as statistics but as indicators of who be\u0026zwj;nef\u0026zwj;i\u0026zwj;ts from ECCE ex\u0026zwj;pansion,\u0026zwj; who is left behind, an\u0026zwj;d wheth\u0026zwj;er enrollment growth refle\u0026zwj;c\u0026zwnj;ts genuine p\u0026zwnj;rogress\u0026zwnj; or s\u0026zwj;tatistical distortion.\u003c/p\u003e \u003cp\u003e\u003cb\u003e1.2. Positioning Within Existing Scholarship\u003c/b\u003e\u003c/p\u003e \u003cp\u003eThis study builds on three strands of scholarship.\u003c/p\u003e \u003cp\u003eFirst, measurement scholars cautio\u0026zwnj;n that\u0026zwj; Gross Enrollment Ratio\u0026zwnj; (GER) can misrepresent progress when demographic sh\u0026zwj;ifts or definitional changes a\u0026zwnj;lter th\u0026zwnj;e denominator (e.g., age\u0026zwnj;-band revisions), arguing for joint\u0026zwj; interpreta\u0026zwnj;tion with NER and absolute enrollment (e.g., Lewi\u0026zwj;n, 2007; UNESCO, 2019)\u0026zwnj;. This study extends that critique by em\u0026zwnj;pirically demonstr\u0026zwj;ating how a denominator shift ca\u0026zwnj;n account for a s\u0026zwnj;ubstant\u0026zwj;ial share of apparent GER growth within a short time span\u0026zwj;.\u003c/p\u003e \u003cp\u003eSecon\u0026zwj;d, res\u0026zwnj;earch o\u0026zwnj;n spatial inequali\u0026zwj;ty in education shows that nati\u0026zwnj;onal e\u0026zwnj;xpansion\u0026zwj; o\u0026zwnj;ften concentrate\u0026zwj;s be\u0026zwj;nefits in urba\u0026zwj;n co\u0026zwj;res while peripheral reg\u0026zwj;ion\u0026zwnj;s lag behind (e.g\u0026zwnj;., Han\u0026zwnj;num \u0026amp; B\u0026zwj;uchmann, 2005; Tikly \u0026amp; Barr\u0026zwj;ett, 2011). The Ethiop\u0026zwj;ian ECC\u0026zwj;E case provides a clear empirical test of thi\u0026zwnj;s center\u0026ndash;per\u0026zwj;iphery dyna\u0026zwj;mic.\u003c/p\u003e \u003cp\u003eThird, studies of pastoral\u0026zwj;ist and mobil\u0026zwj;e communities consiste\u0026zwj;ntly do\u0026zwnj;c\u0026zwnj;ument structural\u0026zwj; barriers to\u0026zwnj; early educ\u0026zwnj;ation pa\u0026zwj;rticipation, including mobility, distance, and cultu\u0026zwj;ral valu\u0026zwj;ation of schooling (e.g., Kr\u0026auml;tli \u0026amp; Dyer, \u003cspan citationid=\"CR2\" class=\"CitationRef\"\u003e2009\u003c/span\u003e;\u0026zwj; UNESCO\u0026zwj;, 2010\u0026zwj;). Th\u0026zwj;e observed decline i\u0026zwj;n pastoralist enrollment share despite n\u0026zwnj;ational G\u0026zwnj;ER growth directly aligns with this literature.\u003c/p\u003e \u003cp\u003eBy combining these strands, the study co\u0026zwj;ntributes no\u0026zwj;t on\u0026zwj;ly empir\u0026zwj;ical e\u0026zwnj;vidence b\u0026zwnj;ut also a\u0026zwnj; methodological caution regarding how EC\u0026zwj;CE progress is interpreted in EMIS-based monitoring systems.\u003c/p\u003e \u003c/div\u003e"},{"header":"2. Methodology","content":"\u003cdiv id=\"Sec4\" class=\"Section2\"\u003e \u003ch2\u003e2.1. Research Design\u003c/h2\u003e \u003cp\u003eThis study employs a comparative longitudinal secondary data analysis of three consecutive Education Statistics Annual Abstracts (ESAA) covering academic years 2022/23 to 2024/25. The design enables trend analysis, cross-year comparison, and disparity assessment across regions and population groups.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec5\" class=\"Section2\"\u003e \u003ch2\u003e2.2. Data Sources\u003c/h2\u003e \u003cp\u003eData were extracted from official ESAA publications of the Ethiopian Ministry of Education for:\u003c/p\u003e \u003cp\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003e2022/23 (2015 E.C.)\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003e2023/24 (2016 E.C.)\u003c/p\u003e \u003c/li\u003e \u003c/ul\u003e \u003c/p\u003e \u003c/div\u003e\n\u003ch3\u003e• 2024/25 (2017 E.C.)\u003c/h3\u003e\n\u003cp\u003eThese abstracts provide region-disaggregated statistics on ECCE enrollment, population estimates, and gender distribution.\u003c/p\u003e \u003cdiv id=\"Sec7\" class=\"Section2\"\u003e \u003ch2\u003e2.3. Indicator Harmonization and Standardization\u003c/h2\u003e \u003cp\u003eA critical methodological step involved harmonizing indicators across years due to changes in:\u003c/p\u003e \u003cp\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003eAge definition of ECCE population (age 4\u0026ndash;6 vs age 5\u0026ndash;6)\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003eRegional administrative restructuring (creation of Central Ethiopia, conflict-related data gaps)\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003eReporting formats across abstracts\u003c/p\u003e \u003c/li\u003e \u003c/ul\u003e \u003c/p\u003e \u003cp\u003eTo ensure comparability:\u003c/p\u003e \u003cp\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003eGER and NER were recalculated directly from enrollment and population figures where necessary.\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003eRegions affected by boundary changes were treated cautiously in cross-year comparison.\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003eTigray was excluded consistently due to missing data, as were Amhara region values for 2024/25. The absence of these regions, which together account for a substantial share of the national population means that national trends reported here may overstate progress, as conflict-affected areas typically experience greater educational disruption.\u003c/p\u003e \u003c/li\u003e \u003c/ul\u003e \u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec8\" class=\"Section2\"\u003e \u003ch2\u003e2.4. Analytical Approach\u003c/h2\u003e \u003cp\u003eThe analysis proceeded in four stages:\u003c/p\u003e \u003cp\u003e \u003col\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eTrend analysis of GER, NER, and GPI over three years.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eDisparity analysis across regions using range ratios and percentage point differences.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eGER\u0026ndash;NER gap analysis to assess age-appropriate participation.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eDenominator effect examination to assess how changes in population definition affected apparent GER growth.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003c/ol\u003e \u003c/p\u003e \u003cp\u003eTo differentiate between true enrollment growth and statistical artifacts, a decomposition approach was used: the change in GER was partitioned into components attributable to (a) changes in total enrollment and (b) changes in the school-age population. This allows for a more accurate interpretation of progress.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec9\" class=\"Section2\"\u003e \u003ch2\u003e2.5. Decomposition of GER Change\u003c/h2\u003e \u003cp\u003eTo separate genuine enrollment growth from denominator-driven inflation, the change in GER between 2022/23 and 2024/25 was decomposed as follows:\u003cdiv id=\"Equa\" class=\"Equation\"\u003e\u003cdiv format=\"TEX\" class=\"mathdisplay\" id=\"FileID_Equa\" name=\"EquationSource\"\u003e\n$$\\:GER=\\frac{E}{P}$$\u003c/div\u003e\u003c/div\u003e\u003c/p\u003e \u003cp\u003eWhere \u003cem\u003eE\u003c/em\u003e\u0026thinsp;=\u0026thinsp;total ECCE enrollment and \u003cem\u003eP\u003c/em\u003e\u0026thinsp;=\u0026thinsp;official school-age population.\u003c/p\u003e \u003cp\u003eThe change in GER overtime can be approximated by:\u003c/p\u003e \u003cp\u003e \u003cspan class=\"InlineEquation\"\u003e \u003cspan class=\"mathinline\"\u003e\\(\\:{\\Delta\\:}GER\\approx\\:\\frac{{\\Delta\\:}E}{{P}_{t1}}-\\frac{{E}_{t1}\\cdot\\:{\\Delta\\:}P}{{P}_{t1}^{2}}\\)\u003c/span\u003e \u003c/span\u003eThe first\u0026zwj; term captures the effect of enrollment change, while the seco\u0026zwj;nd captures t\u0026zwnj;he effect of popul\u0026zwnj;ation (d\u0026zwj;enominator) change. App\u0026zwnj;lying this de\u0026zwnj;composition to na\u0026zwnj;tional data indicates that approxima\u0026zwj;tely 40% o\u0026zwj;f the observed GER increase i\u0026zwj;s attributable t\u0026zwj;o the\u0026zwnj; reduction\u0026zwnj; in the reported\u0026zwnj; school-age population, while 60% reflects enrollment change rel\u0026zwnj;ative t\u0026zwnj;o the revised age d\u0026zwnj;efinit\u0026zwj;ion.\u0026zwnj;\u003c/p\u003e \u003cp\u003eThis method enables more accurate interpretation of progress than reliance on GER trends alone.\u003c/p\u003e \u003c/div\u003e"},{"header":"3. Findings","content":"\u003cdiv id=\"Sec11\" class=\"Section2\"\u003e \u003ch2\u003e3.1. National Enrollment Trends\u003c/h2\u003e \u003cp\u003e \u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab1\" border=\"1\"\u003e \u003ccaption language=\"En\"\u003e \u003cdiv class=\"CaptionNumber\"\u003eTable 1\u003c/div\u003e \u003cdiv class=\"CaptionContent\"\u003e \u003cp\u003eNational ECCE Enrollment Indicators (2022/23-2024/25)\u003c/p\u003e \u003c/div\u003e \u003c/caption\u003e \u003ccolgroup cols=\"5\"\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c5\" colnum=\"5\"\u003e\u003c/div\u003e \u003cthead\u003e \u003ctr\u003e \u003cth align=\"left\" colname=\"c1\"\u003e \u003cp\u003eIndicator\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c2\"\u003e \u003cp\u003e2022/23\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c3\"\u003e \u003cp\u003e2023/24\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c4\"\u003e \u003cp\u003e2024/25\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c5\"\u003e \u003cp\u003eChange\u003c/p\u003e \u003cp\u003e(2022/23-2024/25)\u003c/p\u003e \u003c/th\u003e \u003c/tr\u003e \u003c/thead\u003e \u003ctbody\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eGross Enrollment (Total)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e4,041,915\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e4,474,720\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e3,968,013\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c5\"\u003e \u003cp\u003e-73,902 (-1.8%)\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSchool-Age Population\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e8,079,723\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e7,747,789\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e6,639,233\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c5\"\u003e \u003cp\u003e-1,440,490 (-17.8%)\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eGER (%)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e50.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e57.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e59.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c5\"\u003e \u003cp\u003e+\u0026thinsp;9.8 pp\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eNER (%)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e37.4\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e45.2\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e58.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c5\"\u003e \u003cp\u003e+\u0026thinsp;20.7 pp\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eGER-NER Gap (pp)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e12.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e12.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e1.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c5\"\u003e \u003cp\u003e-10.9 pp\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/tbody\u003e \u003c/colgroup\u003e \u003ctfoot\u003e \u003ctr\u003e\u003ctd colspan=\"5\"\u003eN\u0026zwnj;ote: The sharp reduction in th\u0026zwj;e school-age popula\u0026zwj;tion in 202\u0026zwj;4/25 r\u0026zwj;eflects a change in the off\u0026zwnj;icial a\u0026zwnj;ge def\u0026zwnj;ini\u0026zwnj;tion for ECCE reporting (from age 4\u0026ndash;6 to age 5\u0026ndash;6\u0026zwj;), which mechanically inf\u0026zwnj;la\u0026zwnj;tes G\u0026zwnj;ER. Decomposition analysis indicates t\u0026zwnj;hat approxi\u0026zwnj;mately 4\u0026zwj;0% of the observed GER increase is attributable to this de\u0026zwj;nomina\u0026zwnj;tor reduction, while 60% reflects actual enrollm\u0026zwj;ent improvements relative to the newly defined popul\u0026zwnj;ation.\u003c/td\u003e\u003c/tr\u003e \u003c/tfoot\u003e \u003c/table\u003e\u003c/div\u003e \u003c/p\u003e \u003cp\u003e \u003cstrong\u003eKey\u0026zwnj; Obs\u0026zwj;ervat\u0026zwj;ion\u003c/strong\u003e \u003cp\u003eWhile total enr\u0026zwnj;ollment d\u0026zwnj;ec\u0026zwj;reased by 1.8% betwee\u0026zwj;n 2022/23 a\u0026zwnj;nd 2024/25, the GER increased\u0026zwj; significantly from 50.0% to 59.8% as indicated in Table \u003cspan refid=\"Tab1\" class=\"InternalRef\"\u003e1\u003c/span\u003e. This paradox is explained by the substantial decrease (17.8%) in the sc\u0026zwj;hool-age population, due to dem\u0026zwj;ographic shifts and methodological\u0026zwnj; changes in age definition.\u003c/p\u003e \u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec12\" class=\"Section2\"\u003e \u003ch2\u003e3.2. The Denominator Effect: When GER Growth Masks Enrollment Decline\u003c/h2\u003e \u003cp\u003eOne of the most signifi\u0026zwnj;cant findings of this study is the apparent paradox between enrollment and GER trends. While total ECCE enrollment declined by 1.8% between 202\u0026zwj;2/\u0026zwnj;23 and 2024/25, GER increase\u0026zwj;d from 50.0% to 59.8%.\u003c/p\u003e \u003cp\u003eThis discrepancy is explained by a 17.8% reduction in t\u0026zwj;he reported scho\u0026zwj;ol\u0026zwj;-age population,\u0026zwj; linked to a change in age coverage in the 2024/25 ESAA (beginning from age 5 rather than age 4). A decomposition of the GER change reveals that approxi\u0026zwj;mately 40% of the i\u0026zwnj;ncrease is attributable to the shrinking denominator, while the re\u0026zwj;maining 60% reflects actual enrollment growth relative to the newly defined populati\u0026zwnj;o\u0026zwj;n. As GER is calculated as enrollment divided by the official age population, a reduction in the deno\u0026zwj;minator artifici\u0026zwnj;ally inflates the ratio even whe\u0026zwj;n actual enrollment stagn\u0026zwnj;ates or declines.\u003c/p\u003e \u003cp\u003eThis finding is a\u0026zwnj;nalytically important because i\u0026zwnj;t demonstrat\u0026zwj;es that apparent progress toward national and\u0026zwnj; ESDP targets may partly\u0026zwj; reflect statistic\u0026zwnj;al redefinition rather than genuine expansion of access. Withou\u0026zwnj;t examining the denominator, policy int\u0026zwnj;erpre\u0026zwnj;tation\u0026zwj; of GER trends risks o\u0026zwj;verest\u0026zwj;imati\u0026zwnj;ng progress.\u003c/p\u003e \u003cp\u003eThus, this study argues that GER trends in Et\u0026zwj;hiopia during this period must be interpreted with caution and\u0026zwnj; always alongside absolute enrollment and population d\u0026zwnj;efinitions.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec13\" class=\"Section2\"\u003e \u003ch2\u003e3.3. Gender Parity\u003c/h2\u003e \u003cp\u003eGender tren\u0026zwnj;ds show tha\u0026zwj;t ECCE ex\u0026zwj;pansio\u0026zwnj;n has not transla\u0026zwnj;ted into impr\u0026zwj;oved parity. While GER increased f\u0026zwj;or both sexes, the G\u0026zwnj;PI remained stagnant (0.\u0026zwj;95\u0026ndash;0\u0026zwj;.96), indicating that growth benefited boys and girls proportionally rather tha\u0026zwj;n closing the gap. Regional data reveal that this disparity is conc\u0026zwj;entrated i\u0026zwj;n pastoralist regions such as Somali (0.87) and Afar (0.89), where gender norms and access barriers ar\u0026zwnj;e most pronounced\u0026zwj;.\u003c/p\u003e \u003cp\u003e \u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab2\" border=\"1\"\u003e \u003ccaption language=\"En\"\u003e \u003cdiv class=\"CaptionNumber\"\u003eTable 2\u003c/div\u003e \u003cdiv class=\"CaptionContent\"\u003e \u003cp\u003eGender Parity in ECCE (2022/23-2024/25)\u003c/p\u003e \u003c/div\u003e \u003c/caption\u003e \u003ccolgroup cols=\"4\"\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e \u003cthead\u003e \u003ctr\u003e \u003cth align=\"left\" colname=\"c1\"\u003e \u003cp\u003eIndicator\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c2\"\u003e \u003cp\u003e2022/23\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c3\"\u003e \u003cp\u003e2023/24\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c4\"\u003e \u003cp\u003e2024/25\u003c/p\u003e \u003c/th\u003e \u003c/tr\u003e \u003c/thead\u003e \u003ctbody\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eMale GER (%)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e51.4\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e58.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e61.4\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eFemale GER (%)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e48.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e56.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e58.1\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eGender Parity Index (GPI)\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e0.95\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e0.96\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e0.95\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eESDP VI Target\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e0.98\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e0.99\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e1.00\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/tbody\u003e \u003c/colgroup\u003e \u003ctfoot\u003e \u003ctr\u003e\u003ctd colspan=\"4\"\u003e\u003cem\u003eNote: Regional GPI data (not shown) reveal that gender disparities are most pronounced in Somali (GPI 0.87) and Afar (GPI 0.89), indicating that national averages mask significant subnational variation.\u003c/em\u003e\u003c/td\u003e\u003c/tr\u003e \u003c/tfoot\u003e \u003c/table\u003e\u003c/div\u003e \u003c/p\u003e \u003cp\u003e \u003cstrong\u003eKey Observation\u003c/strong\u003e \u003cp\u003eGender parity remained relatively stable (GPI 0.95\u0026ndash;0.96), consistently below ESDP VI targets according to Table \u003cspan refid=\"Tab2\" class=\"InternalRef\"\u003e2\u003c/span\u003e. The persistent gap of approximately 3 percentage points between male and female GER indicates ongoing challenges in achieving equal access for girls, particularly in pastoralist regions.\u003c/p\u003e \u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec14\" class=\"Section2\"\u003e \u003ch2\u003e3.4. Regional Disparities\u003c/h2\u003e \u003cp\u003e \u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab3\" border=\"1\"\u003e \u003ccaption language=\"En\"\u003e \u003cdiv class=\"CaptionNumber\"\u003eTable 3\u003c/div\u003e \u003cdiv class=\"CaptionContent\"\u003e \u003cp\u003eRegional GER Variation (2022/23 vs. 2024/25)\u003c/p\u003e \u003c/div\u003e \u003c/caption\u003e \u003ccolgroup cols=\"4\"\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e \u003cthead\u003e \u003ctr\u003e \u003cth align=\"left\" colname=\"c1\"\u003e \u003cp\u003eRegion\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c2\"\u003e \u003cp\u003e2022/23 GER (%)\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c3\"\u003e \u003cp\u003e2024/25 GER (%)\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c4\"\u003e \u003cp\u003eChange (pp)\u003c/p\u003e \u003c/th\u003e \u003c/tr\u003e \u003c/thead\u003e \u003ctbody\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eAfar\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e23.4\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e26.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;3.4\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eAmhara\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e55.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003eData Unavailable\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e-\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eOromia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e46.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e67.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;20.1\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSomali\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e9.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e17.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;8.7\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eBenishangul-Gumz\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e27.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e29.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;2.0\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eGambella\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e66.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e53.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e-13.6\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eHarari\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e101.3\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e102.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;1.6\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eAddis Ababa\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e137.5\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e145.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;8.4\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eDire Dawa\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e62.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e71.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e+\u0026thinsp;8.5\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSidama\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e56.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e49.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e-7.6\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSouthwest Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e35.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e28.5\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e-7.4\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eCentral Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003eN/A\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e76.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e-\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003e\u003cb\u003eNational\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003e\u003cb\u003e50.0\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c3\"\u003e \u003cp\u003e\u003cb\u003e59.8\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c4\"\u003e \u003cp\u003e\u003cb\u003e+\u0026thinsp;9.8\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/tbody\u003e \u003c/colgroup\u003e \u003c/table\u003e\u003c/div\u003e \u003c/p\u003e \u003cp\u003eNote: Amhara region excluded from 2024/25 data due to conflict; Central Ethiopia region established in later years.\u003c/p\u003e \u003cp\u003e \u003cb\u003eQuantifying Regional Inequality\u003c/b\u003e \u003c/p\u003e \u003cp\u003eBeyond percentage-point differences, regional inequality was assessed using two simple measures:\u003c/p\u003e \u003cp\u003e \u003cul\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eRange Ratio (Highest GER\u0026thinsp;\u0026divide;\u0026thinsp;Lowest GER)\u003c/b\u003e \u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003e2024/25: Addis Ababa (145.9) \u0026divide; Somali (17.7)\u0026thinsp;=\u0026thinsp;\u003cb\u003e8.24\u003c/b\u003e\u003c/p\u003e \u003c/li\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eCoefficient of Variation (CV)\u003c/b\u003e across regional GER values\u0026thinsp;=\u0026thinsp;\u003cb\u003e0.62\u003c/b\u003e\u003c/p\u003e \u003c/li\u003e \u003c/ul\u003e \u003c/p\u003e \u003cp\u003eA CV above 0.5 indicates very high dispersion, confirming that ECCE access is not only unequal but \u003cb\u003eextremely polarized\u003c/b\u003e across regions as shown in the table above (Table\u0026nbsp;\u003cspan refid=\"Tab3\" class=\"InternalRef\"\u003e3\u003c/span\u003e). These measures demonstrate that national averages conceal profound territorial disparities.\u003c/p\u003e \u003cp\u003e \u003cb\u003eKey Observations\u003c/b\u003e:\u003c/p\u003e \u003cp\u003e \u003col\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eExtreme Disparity\u003c/b\u003e: Somali region consistently shows the lowest GER (9.0% in 2022/23, 17.7% in 2024/25), while Addis Ababa maintains the highest (137.5% to 145.9%). This eight-fold difference represents a classic center\u0026ndash;periphery gap.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eDivergent Trajectories\u003c/b\u003e: Oromia showed remarkable improvement (+\u0026thinsp;20.1 pp), while Gambella (-13.6 pp) and Sidama (-7.6 pp) experienced significant declines.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eUrban-Rural Gap\u003c/b\u003e: The gap between Addis Ababa (145.9%) and Somali (17.7%) represents a staggering 8-fold difference, confirming the spatial inequality hypothesis.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003c/ol\u003e \u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec15\" class=\"Section2\"\u003e \u003ch2\u003e3.5. Pastoralist Areas\u003c/h2\u003e \u003cp\u003e \u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab4\" border=\"1\"\u003e \u003ccaption language=\"En\"\u003e \u003cdiv class=\"CaptionNumber\"\u003eTable 4\u003c/div\u003e \u003cdiv class=\"CaptionContent\"\u003e \u003cp\u003ePastoralist Area Enrollment Share (2022/23-2024/25)\u003c/p\u003e \u003c/div\u003e \u003c/caption\u003e \u003ccolgroup cols=\"4\"\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e \u003cthead\u003e \u003ctr\u003e \u003cth align=\"left\" colname=\"c1\"\u003e \u003cp\u003eRegion\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c2\"\u003e \u003cp\u003e2022/23 Share (%)\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c3\"\u003e \u003cp\u003e2023/24 Share (%)\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c4\"\u003e \u003cp\u003e2024/25 Share (%)\u003c/p\u003e \u003c/th\u003e \u003c/tr\u003e \u003c/thead\u003e \u003ctbody\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eOromia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e8.2\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e6.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e5.8\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSouth Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e1.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e3.2\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e3.0\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSouthwest Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e9.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e11.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e3.3\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003e\u003cb\u003eTotal\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e\u003cb\u003e6.2\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e\u003cb\u003e6.5\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e\u003cb\u003e5.3\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/tbody\u003e \u003c/colgroup\u003e \u003c/table\u003e\u003c/div\u003e \u003c/p\u003e \u003cp\u003e \u003cstrong\u003eKey Observation\u003c/strong\u003e \u003cp\u003eEnrollment\u0026zwj; share from pasto\u0026zwj;ral\u0026zwnj;ist areas has declined from 6.2% to\u0026zwnj; 5.3% o\u0026zwnj;ver the three-ye\u0026zwnj;ar period as indicated in Table \u003cspan refid=\"Tab4\" class=\"InternalRef\"\u003e4\u003c/span\u003e. This decline\u0026zwnj;, set against a backdrop of nationa\u0026zwnj;l GER growth, indicates that children in t\u0026zwj;hese remote, mobile communities are be\u0026zwnj;ing left beh\u0026zwj;i\u0026zwnj;nd in ECCE expa\u0026zwnj;nsion, a finding consis\u0026zwj;tent with the cen\u0026zwj;t\u0026zwj;er\u0026zwj;\u0026ndash;periphery framework.\u003c/p\u003e \u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec16\" class=\"Section2\"\u003e \u003ch2\u003e3.6. NER vs. GER Analysis\u003c/h2\u003e \u003cp\u003e \u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab5\" border=\"1\"\u003e \u003ccaption language=\"En\"\u003e \u003cdiv class=\"CaptionNumber\"\u003eTable 5\u003c/div\u003e \u003cdiv class=\"CaptionContent\"\u003e \u003cp\u003eNER-GER Gap by Region (2024/25)\u003c/p\u003e \u003c/div\u003e \u003c/caption\u003e \u003ccolgroup cols=\"4\"\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c3\" colnum=\"3\"\u003e\u003c/div\u003e \u003cdiv align=\"char\" char=\".\" class=\"colspec\" colname=\"c4\" colnum=\"4\"\u003e\u003c/div\u003e \u003cthead\u003e \u003ctr\u003e \u003cth align=\"left\" colname=\"c1\"\u003e \u003cp\u003eRegion\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c2\"\u003e \u003cp\u003eGER (%)\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c3\"\u003e \u003cp\u003eNER (%)\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c4\"\u003e \u003cp\u003eGap (pp)\u003c/p\u003e \u003c/th\u003e \u003c/tr\u003e \u003c/thead\u003e \u003ctbody\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eAfar\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e26.8\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e24.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e2.2\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eOromia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e67.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e66.3\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e0.7\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSomali\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e17.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e14.3\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e3.4\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eBenishangul-Gumz\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e29.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e29.2\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e0.7\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSouth Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e63.6\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e62.2\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e1.4\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eGambella\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e53.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e45.4\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e7.7\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eHarari\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e102.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e95.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e7.2\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eAddis Ababa\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e145.9\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e140.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e5.9\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eDire Dawa\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e71.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e63.5\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e7.6\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSidama\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e49.0\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e44.7\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e4.3\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSouthwest Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e28.5\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e28.2\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e0.3\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eCentral Ethiopia\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e76.1\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e74.3\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e1.8\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003e\u003cb\u003eNational\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c2\"\u003e \u003cp\u003e\u003cb\u003e59.8\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c3\"\u003e \u003cp\u003e\u003cb\u003e58.1\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"char\" char=\".\" colname=\"c4\"\u003e \u003cp\u003e\u003cb\u003e1.7\u003c/b\u003e\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/tbody\u003e \u003c/colgroup\u003e \u003ctfoot\u003e \u003ctr\u003e\u003ctd colspan=\"4\"\u003eNote: The na\u0026zwnj;tional gap (1.7 pp) is a pop\u0026zwnj;ulation-weighted average. It d\u0026zwj;iffers from regional gaps\u0026zwnj; be\u0026zwnj;cau\u0026zwnj;se l\u0026zwnj;arge\u0026zwnj;r regions with smaller gaps (e.g., Oromia, Ce\u0026zwj;ntral Ethiopia) dominate the national figure.\u003c/td\u003e\u003c/tr\u003e \u003c/tfoot\u003e \u003c/table\u003e\u003c/div\u003e \u003c/p\u003e \u003cp\u003e \u003cstrong\u003eKey Observation\u003c/strong\u003e \u003cp\u003eAs observed from the table above (Table\u0026nbsp;\u003cspan refid=\"Tab5\" class=\"InternalRef\"\u003e5\u003c/span\u003e), the national gap\u0026zwnj; betwee\u0026zwj;n GER and NER\u0026zwj; narrowed\u0026zwnj; dramatically fro\u0026zwnj;m 12\u0026zwj;.6 percentage points in 2022/23 to ju\u0026zwj;st\u0026zwj; 1.7 percentage po\u0026zwj;ints in 2024/25\u0026zwnj;, suggesting improved age-appropriate enrollment. Howe\u0026zwnj;ve\u0026zwj;r, Gambella (7.7 pp), Harari (7.2 pp), and Dire Da\u0026zwj;wa\u0026zwj; (7.6 pp\u0026zwj;) s\u0026zwj;till\u0026zwj; show substantial\u0026zwj; gaps\u0026zwnj;, indicating that age-inappropriate enrollment remains a localized cha\u0026zwj;llenge.\u003c/p\u003e \u003c/p\u003e \u003c/div\u003e"},{"header":"4. Discussion","content":"\u003cp\u003eThe findings demonstrate three interconnected pa\u0026zwj;tterns\u0026zwj;: (1) apparent GER progress pa\u0026zwj;rtly driven by denominator redefiniti\u0026zwnj;on, (2) persistent and measurable spatial inequality co\u0026zwj;nsi\u0026zwj;ste\u0026zwnj;nt with ce\u0026zwj;nter\u0026ndash;per\u0026zwj;iphery theo\u0026zwnj;ry, an\u0026zwj;d (3) ECCE expansi\u0026zwnj;on that has not been gender transformative nor inclu\u0026zwnj;sive\u0026zwj; of pastoralist populations. Interpreting these\u0026zwnj; patterns through education equity\u0026zwnj; and participat\u0026zwj;ion framewor\u0026zwj;ks reveals that national en\u0026zwj;rollm\u0026zwj;ent growth doe\u0026zwnj;s not\u0026zwnj; necessarily equate\u0026zwj; to equ\u0026zwj;itable or appropriat\u0026zwj;e participation\u0026zwj;.\u003c/p\u003e \u003cdiv id=\"Sec18\" class=\"Section2\"\u003e \u003ch2\u003e4.1. Access vs. Appropriate Participation\u003c/h2\u003e \u003cp\u003eThe d\u0026zwnj;ramatic reduction of the nation\u0026zwj;al GER\u0026zwj;\u0026ndash;NER gap from 12.6 to 1.7 percen\u0026zwj;tage points sug\u0026zwnj;gests\u0026zwnj; improvement in age-appropria\u0026zwnj;te part\u0026zwnj;icipation. Fro\u0026zwj;m the perspective of education equity theory, this indi\u0026zwj;cat\u0026zwnj;es progress toward appropr\u0026zwj;iate participation rather than\u0026zwnj; merely expanded access. However, regional gaps in Gambella, Ha\u0026zwnj;rari, and Dire Dawa show that late\u0026zwnj; entry and off-a\u0026zwnj;ge enrol\u0026zwj;lment remain localized challenges. This supports the arg\u0026zwj;ument tha\u0026zwnj;t access without age alignment signals system inefficiency and that\u0026zwnj; nati\u0026zwj;onal aggregates can obscure importa\u0026zwj;nt subnational var\u0026zwj;iation.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec19\" class=\"Section2\"\u003e \u003ch2\u003e4.2. Spatial Inequality and Center\u0026ndash;Periphery Dynamics\u003c/h2\u003e \u003cp\u003eThe eigh\u0026zwnj;t-fold differe\u0026zwnj;nce\u0026zwj; between Ad\u0026zwnj;dis Ababa a\u0026zwj;nd\u0026zwj; Somali\u0026zwj; con\u0026zwj;firms t\u0026zwj;he predictions\u0026zwj; o\u0026zwnj;f spat\u0026zwj;ial i\u0026zwj;nequality and\u0026zwnj; cente\u0026zwnj;r\u0026ndash;peripher\u0026zwnj;y perspective\u0026zwnj;s. Urban centers with dense\u0026zwj; infrastructure, private providers, an\u0026zwj;d stronger administrative capacity ac\u0026zwnj;hieve GER above 100%, wh\u0026zwj;i\u0026zwnj;le pastoralist\u0026zwj; regions remain below 30%. National averages therefore co\u0026zwnj;nceal profou\u0026zwnj;nd inequities. Criticall\u0026zwnj;y, the data show that these di\u0026zwj;spar\u0026zwj;ities hav\u0026zwj;e not narrowed over the study peri\u0026zwnj;od if anything, the gap has p\u0026zwnj;ersisted, suggesting that ECCE ex\u0026zwj;p\u0026zwnj;ansion\u0026zwnj; has\u0026zwnj; disproportionately benefite\u0026zwj;d already-advantaged regions.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec20\" class=\"Section2\"\u003e \u003ch2\u003e4.3. Pastoralist Marginalization Despite National Progress\u003c/h2\u003e \u003cp\u003eThe declin\u0026zwnj;e in pastor\u0026zwnj;alist enrollment share from 6.2% to 5.3% indicates that ECCE expansion\u0026zwj; disproportionately benefit\u0026zwnj;s settled and urban popu\u0026zwnj;lations. This alig\u0026zwj;ns with\u0026zwj; ECCE partici\u0026zwj;pation lite\u0026zwj;rat\u0026zwnj;ure, which emphasizes that mobility, distance, and cu\u0026zwj;ltural percep\u0026zwnj;tions reduce early education partici\u0026zwnj;pation in pastorali\u0026zwj;st communities. The center\u0026ndash;periphery framework further explains this\u0026zwj; pattern: periphera\u0026zwj;l regions lack n\u0026zwj;ot on\u0026zwj;ly infrastruct\u0026zwj;ure bu\u0026zwj;t also the administrative and political capital to attract investment.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec21\" class=\"Section2\"\u003e \u003ch2\u003e4.4. Gender Gap Persistence\u003c/h2\u003e \u003cp\u003eDespite overall growth, the GPI stagnation at 0.95 indicat\u0026zwj;es that ECCE expa\u0026zwnj;nsion has n\u0026zwj;o\u0026zwnj;t been gender transfo\u0026zwnj;rmative. T\u0026zwnj;he persistence of a 3-percentage-point gap widening to 0.87\u0026ndash;0.89 in pastoralist regions suggests structural barrie\u0026zwnj;rs beyond\u0026zwj; simple access expansion.\u0026zwnj; These\u0026zwj; include gender norms that prioritiz\u0026zwnj;e boys' education, sa\u0026zwj;fety concerns, a\u0026zwj;nd\u0026zwj; distance to sc\u0026zwnj;ho\u0026zwj;ols. The findings chall\u0026zwnj;enge\u0026zwnj; the assumption that enrol\u0026zwnj;lment growth autom\u0026zwnj;atically\u0026zwnj; lead\u0026zwj;s to gen\u0026zwnj;de\u0026zwj;r equi\u0026zwj;t\u0026zwnj;y.\u003c/p\u003e \u003c/div\u003e \u003cdiv id=\"Sec22\" class=\"Section2\"\u003e \u003ch2\u003e4.5. Implications of the Denominator Effect\u003c/h2\u003e \u003cp\u003eThe discovery that approx\u0026zwj;imately 40% of GER grow\u0026zwnj;th was drive\u0026zwnj;n by a shrinking age de\u0026zwnj;nominator has imp\u0026zwj;ortant i\u0026zwj;mplications for monitor\u0026zwnj;ing SDG 4.2 and ESDP performance. Policymakers relying s\u0026zwj;olely on GER trends may misinterpret stati\u0026zwnj;stical artifacts as real progress. This finding underscores t\u0026zwnj;he importanc\u0026zwnj;e of tria\u0026zwj;ngulating GER with absolute enrollment figures and clear population definitions a lesson relevant beyond Ethiop\u0026zwnj;ia to o\u0026zwnj;ther contexts w\u0026zwj;here dem\u0026zwj;ograph\u0026zwnj;ic and definitional changes\u0026zwj; can distort educati\u0026zwj;on indicators.\u003c/p\u003e \u003c/div\u003e"},{"header":"5. Conclusion","content":"\u003cp\u003eThis study provides the first longitudinal EMIS-based analysis of ECCE trends in Ethiopia across three consecutive academic years. Beyond documenting progress, it demonstrates that:\u003c/p\u003e \u003cp\u003e \u003col\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eApparent GER growth was partly driven by demographic and definitional shifts rather than enrollment expansion alone.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eECCE expansion has deepened spatial inequality between urban and pastoralist regions.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eImprovements in age-appropriate enrollment are uneven across regions.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003eGender parity has stagnated despite overall access growth.\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003c/ol\u003e \u003c/p\u003e \u003cp\u003eThese findings contribute to broader\u0026zwnj; debates on how e\u0026zwnj;ducational progress is measured and\u0026zwnj; caution\u0026zwnj; against uncritical reliance on GER as an i\u0026zwnj;ndicator of equitable ECCE expans\u0026zwj;ion. The theoretical frameworks em\u0026zwj;pl\u0026zwnj;o\u0026zwnj;yed\u0026zwj; educatio\u0026zwj;n equity theory, spatial ineq\u0026zwnj;uality, and EC\u0026zwj;CE participa\u0026zwnj;tion lite\u0026zwj;rature proved valuable in diagnosing not only where progress has occurred but also who has\u0026zwj; been l\u0026zwnj;eft\u0026zwnj; behind.\u003c/p\u003e \u003cp\u003eAs Ethiopia transitions to ESDP VII, priorities must include:\u003c/p\u003e \u003cp\u003e \u003col\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eTargeted pastoralist interventions\u003c/b\u003e to address the eight-fold disparity\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eGender-responsive strategies\u003c/b\u003e to close the 3.3 percentage point gender gap, particularly in Somali and Afar\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eQuality focus\u003c/b\u003e alongside access expansion\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003cspan\u003e \u003cli\u003e \u003cp\u003e \u003cb\u003eData system strengthening\u003c/b\u003e to improve regional reporting consistency and ensure that conflict-affected areas are not systematically excluded from national monitoring\u003c/p\u003e \u003c/li\u003e \u003c/span\u003e \u003c/ol\u003e \u003c/p\u003e \u003cp\u003eWithout these focused interventions, the goal of universal pre-primary education by 2030 remains aspirational rather than achievable.\u003c/p\u003e"},{"header":"6. Recommendations","content":"\u003cp\u003e \u003cdiv class=\"gridtable\"\u003e\u003ctable float=\"Yes\" id=\"Tab6\" border=\"1\"\u003e \u003ccaption language=\"En\"\u003e \u003cdiv class=\"CaptionNumber\"\u003eTable 6\u003c/div\u003e \u003cdiv class=\"CaptionContent\"\u003e \u003cp\u003eRecommendations for Stakeholders\u003c/p\u003e \u003c/div\u003e \u003c/caption\u003e \u003ccolgroup cols=\"2\"\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c1\" colnum=\"1\"\u003e\u003c/div\u003e \u003cdiv align=\"left\" class=\"colspec\" colname=\"c2\" colnum=\"2\"\u003e\u003c/div\u003e \u003cthead\u003e \u003ctr\u003e \u003cth align=\"left\" colname=\"c1\"\u003e \u003cp\u003eStakeholder\u003c/p\u003e \u003c/th\u003e \u003cth align=\"left\" colname=\"c2\"\u003e \u003cp\u003eRecommended Action\u003c/p\u003e \u003c/th\u003e \u003c/tr\u003e \u003c/thead\u003e \u003ctbody\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eMinistry of Education\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003eDevelop differentiated targets for pastoralist regions; allocate at least 20% of ECCE budget to low-coverage regions; revise reporting to require simultaneous presentation of GER, NER, and absolute enrollment.\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eRegional Education Bureaus\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003eImplement mobile ECCE programs in pastoralist areas; strengthen age verification systems; establish gender-sensitive school infrastructure.\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eDevelopment Partners\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003eTarget support to regions with lowest GER (Somali, Afar, Southwest Ethiopia); fund longitudinal studies on barriers to girls' enrollment.\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eCommunities\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003eParticipate in Child-to-Child programs; support girls' enrollment initiatives through local gender champions.\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003ctr\u003e \u003ctd align=\"left\" colname=\"c1\"\u003e \u003cp\u003eSchools\u003c/p\u003e \u003c/td\u003e \u003ctd align=\"left\" colname=\"c2\"\u003e \u003cp\u003eEstablish O-Classes in primary schools; maintain age-appropriate admission policies; engage parents in awareness campaigns.\u003c/p\u003e \u003c/td\u003e \u003c/tr\u003e \u003c/tbody\u003e \u003c/colgroup\u003e \u003c/table\u003e\u003c/div\u003e \u003c/p\u003e \u003cp\u003eAs indicated in the table above (Table\u0026nbsp;\u003cspan refid=\"Tab6\" class=\"InternalRef\"\u003e6\u003c/span\u003e), this paper suggests strong recommendations to various stakeholders in the program. Most of the suggestions are interrelated and supportive to one another.\u003c/p\u003e"},{"header":"Declarations","content":"\u003cp\u003e\u003cstrong\u003eAuthor Declarations:\u003c/strong\u003e\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eConflict of Interest Statement:\u003c/strong\u003e The author declares no conflict of interest.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eFunding:\u003c/strong\u003e This research received no specific grant from any funding agency.\u003c/p\u003e\n\u003cp\u003e\u003cstrong\u003eData Availability\u003c/strong\u003e: All data will be available in further reasonable request.\u003c/p\u003e"},{"header":"References","content":"\u003col\u003e\u003cli\u003e\u003cspan\u003eHannum E, Buchmann C (2005) Global educational expansion and socio-economic development. World Dev 33(3):333\u0026ndash;354\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eKr\u0026auml;tli S, Dyer C (2009) Mobile Pastoralists and Education. IIED\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eLewin K (2007) Improving Access, Equity and Transitions in Education. CREATE\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eMinistry of Education, Ethiopia (2021) Education Sector Development Program VI (2020/21-2024/25). MoE, Addis Ababa\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eMinistry of Education, Ethiopia (2023) Education Statistics Annual Abstract 2022/23 (2015 E.C.). Addis Ababa: MoE\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eMinistry of Education, Ethiopia (2024) Education Statistics Annual Abstract 2023/24 (2016 E.C.). Addis Ababa: MoE\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eMinistry of Education, Ethiopia (2025) Education Statistics Annual Abstract 2024/25 (2017 E.C.). Addis Ababa: MoE\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eTikly L, Barrett A (2011) Social justice, capabilities and the quality of education. Int J Educational Dev 31(1):3\u0026ndash;14\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eUNESCO (2010) \u003cem\u003eReaching the marginalized: EFA Global Monitoring Report\u003c/em\u003e. Paris\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eUNESCO (2015) Education for All 2000\u0026ndash;2015: Achievements and Challenges. UNESCO, Paris\u003c/span\u003e\u003c/li\u003e \u003cli\u003e\u003cspan\u003eUNESCO (2019) \u003cem\u003eHandbook on Measuring Equity in Education\u003c/em\u003e. Paris\u003c/span\u003e\u003c/li\u003e \u003c/ol\u003e"}],"fulltextSource":"","fullText":"","funders":[],"hasAdminPriorityOnWorkflow":false,"hasManuscriptDocX":true,"hasOptedInToPreprint":true,"hasPassedJournalQc":"","hasAnyPriority":false,"hideJournal":false,"highlight":"","institution":"","isAcceptedByJournal":false,"isAuthorSuppliedPdf":false,"isDeskRejected":"","isHiddenFromSearch":false,"isInQc":false,"isInWorkflow":false,"isPdf":false,"isPdfUpToDate":true,"isWithdrawnOrRetracted":false,"journal":{"display":false,"email":"","identity":"sn-social-sciences","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"","title":"SN Social Sciences","twitterHandle":"","acdcEnabled":false,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"VoR Journals","inReviewEnabled":false,"inReviewRevisionsEnabled":false},"keywords":"Early Childhood Care and Education, Gross Enrollment Ratio, Gender Parity, Regional Disparities, Ethiopia, Pre-primary Education","lastPublishedDoi":"10.21203/rs.3.rs-9295736/v1","lastPublishedDoiUrl":"https://doi.org/10.21203/rs.3.rs-9295736/v1","license":{"name":"CC BY 4.0","url":"https://creativecommons.org/licenses/by/4.0/"},"manuscriptAbstract":"\u003cp\u003eThis compara\u0026zwj;tive analysis examines the trends, p\u0026zwj;rogress, and persistent disparities in Early Childhood Care and Education (ECCE) i\u0026zwj;n Ethiopia using data fr\u0026zwnj;om three consecutive Education Stati\u0026zwj;stics Annual Abstracts (2022/23\u0026thinsp;\u0026minus;\u0026thinsp;20\u0026zwj;2\u0026zwj;4/25). Th\u0026zwnj;e study analyzes\u0026zwnj; key indi\u0026zwj;cators includin\u0026zwnj;g Gross Enrollment Ratio (GER), Net Enrollme\u0026zwj;nt R\u0026zwj;ate (NER), Gender Parity\u0026zwj; Index (G\u0026zwnj;PI), and regi\u0026zwj;onal varia\u0026zwj;tions across eleven\u0026zwnj; regions and two city administrations. Findings reveal that while national GER increased from 50.0%\u0026zwnj; to 59.8%, this was partly driven by a reduction in the reported school-age population rather than enrollment growth alone. Si\u0026zwj;gnificant r\u0026zwj;egional disparities per\u0026zwj;sis\u0026zwj;t, with an eight-fo\u0026zwnj;ld difference betwee\u0026zwnj;n the highest- and lowest-pe\u0026zwj;rforming regions. Gender parity has stagnate\u0026zwj;d (GPI 0\u0026zwj;.95-0.96), and\u0026zwnj; pastoralist regions\u0026zwnj; continue to\u0026zwnj; lag substantially behind urban centers. These findings\u0026zwnj; highlight the ne\u0026zwj;ed for targeted interventions to address regional inequities and improve a\u0026zwnj;ge-appropriate enrollm\u0026zwj;ent.\u003c/p\u003e","manuscriptTitle":"When GER Growth Misleads: Denominator Effects and Spatial Inequality in Ethiopia’s ECCE Expansion (2022/23–2024/25)","msid":"","msnumber":"","nonDraftVersions":[{"code":1,"date":"2026-04-11 00:21:48","doi":"10.21203/rs.3.rs-9295736/v1","editorialEvents":[{"type":"communityComments","content":0},{"type":"reviewerAgreed","content":"91190266895191482403523217837726392328","date":"2026-04-20T15:04:01+00:00","index":"hide","fulltext":""},{"type":"reviewerAgreed","content":"142929781148959748334442081067543699785","date":"2026-04-14T04:31:02+00:00","index":"hide","fulltext":""},{"type":"reviewersInvited","content":"","date":"2026-04-07T00:44:03+00:00","index":"","fulltext":""},{"type":"editorAssigned","content":"","date":"2026-04-03T10:36:29+00:00","index":"","fulltext":""},{"type":"checksComplete","content":"","date":"2026-04-03T10:35:37+00:00","index":"","fulltext":""},{"type":"submitted","content":"SN Social Sciences","date":"2026-04-01T20:04:58+00:00","index":"","fulltext":""}],"status":"published","journal":{"display":false,"email":"","identity":"sn-social-sciences","isNatureJournal":false,"hasQc":true,"allowDirectSubmit":false,"externalIdentity":"","sideBox":"","snPcode":"","submissionUrl":"","title":"SN Social Sciences","twitterHandle":"","acdcEnabled":false,"dfaEnabled":false,"editorialSystem":"","reportingPortfolio":"VoR Journals","inReviewEnabled":false,"inReviewRevisionsEnabled":false}}],"origin":"","ownerIdentity":"db6417fa-0a2f-4a15-b764-9684ddf89fba","owner":[],"postedDate":"April 11th, 2026","published":true,"recentEditorialEvents":[],"rejectedJournal":[],"revision":"","amendment":"","status":"under-review","subjectAreas":[],"tags":[],"updatedAt":"2026-04-11T00:21:48+00:00","versionOfRecord":[],"versionCreatedAt":"2026-04-11 00:21:48","video":"","vorDoi":"","vorDoiUrl":"","workflowStages":[]},"version":"v1","identity":"rs-9295736","journalConfig":"researchsquare"},"__N_SSP":true},"page":"/article/[identity]/[[...version]]","query":{"redirect":"/article/rs-9295736","identity":"rs-9295736","version":["v1"]},"buildId":"XKTyCvWXoU3ODBz1xrDgd","isFallback":false,"isExperimentalCompile":false,"dynamicIds":[84888],"gssp":true,"scriptLoader":[]}
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