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Articles

Explaining the rural-urban learning achievements gap in Ethiopian primary education: a re-centered influence function decomposition using Young Lives data

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Pages 269-297 | Received 15 Sep 2020, Accepted 04 Jan 2021, Published online: 14 Jan 2021

References

  • Abalde, A. M. 2014. School Size Policies: A Literature Review. OECD Education Working Papers, No.106. Paris: OECD Publishing. doi:10.1787/5jxt472ddkjl-en.
  • Abdallah, H., M. N. Fuseini, A. M. Abudu, and Y. Nuhu. 2014. “Dilemma of Basic School Pupils in Northern Ghana with Respect to their Learning Context.” Education Research International 2014: 1–13.
  • Alemie, L. 1992. “Library Development in Ethiopia.” Library Review 41 (5): 27–31. doi:10.1108/00242539210018797.
  • Ammermueller, A. 2007. “PISA: What Makes the Difference? Explaining the Gapin Test Scores Between Finland and Germany.” Empirical Economics 33 (2): 263–287.
  • Anlimachie, M. A. 2019. “Enacting Relevant Basic Education to Bridge the Rural-Urban Inequality in Ghana; The Prospects and Approaches for Investigating Rural Educational Realities.” International Journal of Humanities and Social Sciences 11 (1): 42–58. doi:10.26803/ijhss.11.1.5.
  • Arteaga, I., and P. Glewwe. 2019. “Do Community Factors Matter? An Analysis of the Achievement Gap between Indigenous and Non-indigenous Children in Peru.” International Journal of Educational Development 65 (2019): 80–91. doi:10.1016/j.ijedudev.2017.08.003.
  • Azano, A. P., and C. Biddle. 2019. “Disrupting Dichotomous Traps and Rethinking Problem Formation for Rural Education.” The Rural Educator 40 (2): 4–11. doi:10.35608/ruraled.v40i2.845.
  • Banerjee, A., and E. Duflo. 2011. Poor Economics: A Radical Rethinking of the Way to Fight Global Poverty. New York: Public Affairs.
  • Bartilol, J. S., and K. J. Ng‟eno. 2016. “Influence of Selected Teacher Factors on Pupils’ Academic Performance in Public Primary Schools in Keiyo South Sub-County, Kenya.” IOSR Journal of Humanities and Social Science 21 (6): 35–44.
  • Baye, A., and C. Monseur. 2016. “Gender Differences in Variability and Extreme Scores in an International Context.” Large-scale Assessments in Education 4 (1): 541. doi:10.1186/s40536-015-0015-x.
  • Begna, T. N. 2017. “Public Schools and Private Schools in Ethiopia: Partners in National Development?” International Journal of Humanities Social Sciences and Education 4 (2): 100–111. doi:10.20431/2349-0381.0402010.
  • Bergold, S., H. Wendt, D. Kasper, and R. Steinmayr. 2016. “Academic Competencies: Their Interrelatedness and Gender Differences at their High End.” Journal of Educational Psychology 109 (3): 439–449. doi:10.1037/edu0000140.
  • BILA (Bureau of International Labor Affairs). 2019. “2018 Findings on the Worst Forms of Child Labor.” In Child Labor and Forced Labor Reports. https://www.dol.gov/agencies/ilab/resources/reports/child-labor/ethiopia.
  • Bishaw, A., and J. Lasser. 2012. “Education in Ethiopia: Past, Present and Future Prospects.” African Nebula 5: 53–59.
  • Bosede, A. F., and A. A. Emiloju. 2013. “Rural and Urban Differential in Student’s Academic Performance among Secondary School Students in Ondo State, Nigeria.” Journal of Educational and Social Research 3 (3): 213–217. doi:10.5901/jesr.2013.v4n3p213.
  • Burger, R. 2011. “School Effectiveness in Zambia: The Origins of Differences Between Rural and Urban Outcomes.” Development Southern Africa 28 (2): 157–176. doi:10.1080/0376835X.2011.570064.
  • Burhanuddin, B. 2018. “The Influence of School Principal’s and Teacher’s Performance on Students’ Learning Achievement.” Journal of Innovative Studies on Character and Education 2 (1): 136–152.
  • Camburn, E. M., and S. W. Han. 2011. “Two Decades of Generalizable Evidence on US Instruction from National Surveys.” Teachers College Record 113: 561–610.
  • Cartwright, F., and M. K. Allen. 2002. Understanding the Rural – Urban Reading gap. Ottawa, Canada: Authority of the Minister responsible for Statistics Canada, 1–72. https://files.eric.ed.gov/fulltext/ED505294.pdf.
  • Castro, J. F. 2015. “Linear Decompositions of Cognitive Achievement Gaps a Cautionary Note and an Illustration Using Peruvian Data.” Working Papers 15-08, Centro de Investigación, Universidad del Pacífico.
  • Dea, M. 2016. “The Prospectus, Challenges and Causes of Gender Disparity and its Implication for Ethiopia’s Development: Qualitative Inquiry.” Journal of Education and Practice 7 (4): 24–37.
  • Dudaitė, J. 2016. “Impact of Socio-economic Home Environment on Student Learning Achievement.” Independent Journal of Management & Production 7 (3): 854–871. doi:10.14807/ijmp.v7i3.439.
  • Echazarra, A., and T. Radinger. 2019. “Learning in Rural Schools: Insights from PISA, TALIS and the Literature.” OECD Education Working Papers, No. 196, OECD Publishing, Paris. doi:10.1787/8b1a5cb9-en.
  • Edzii, A. 2017. “Decentralised Educational Planning: A Case Study of two Districts in Ghana.” PhD Thesis, University of Sussex.
  • Eigbiremolen, G. O. 2017. “Determinants of Learning among Primary School Children in Ethiopia: Analysis of Round 2 and 3 of Young Lives Data.” African Development Review 29: 237–248. doi:10.1111/1467-8268.12253.
  • Farbman, D., K. Christie, J. Davis, M. Griffith, and J. Zinth. 2011. Learning Time in America: Trends to Reform the American School Calendar. Boston: National Center on Time & Learning.
  • Federal Ministry of Education. 2015. Education Sector Development Programme V (ESDP V). Addis Ababa: Federal Ministry of Education Federal Democratic Republic of Ethiopia.
  • Firpo, S., N. M. Fortin, and T. Lemieux. 2007b. Unconditional Quantile Regressions. NBER Technical Working Paper No. 339. Cambridge, MA: National Bureau of Economic Research.
  • Firpo, S., N. M. Fortin, and T. Lemieux. 2018. “Decomposing Wage Distributions Using Recentered Influence Function Regressions.” Econometrics 6 (3): 41.
  • Foen Ng, S., R. Zakaria, S. M. Lai, and G. J. Confessore. 2016. “A Study of Time Use and Academic Achievement among Secondary-school Students in the State of Kelantan, Malaysia.” International Journal of Adolescence and Youth 21 (4): 433–448. doi:10.1080/02673843.2013.862733.
  • Glewwe, P. W., E. A. Hanushek, S. D. Humpage, and R. Ravina. 2011. School Resources and Educational Outcomes in Developing Countries: A Review of the Literature from Graduate School, Santa Monica.
  • Gubbins, V., and G. Otero. 2016. “Effect of the Parental Involvement Style Perceived by Elementary School Students at Home on Language and Mathematics Performance in Chilean Schools.” Educational Studies 42 (2): 121–136.
  • Hadjar, A., E. Grünewald-Huber, S. Gysin, J. Lupatsch, and D. Braun. 2012. “Traditionelle Geschlechterrollen Und Der Geringere Schulerfolg Der Jungen. Quantitative Und Qualitative Befunde Aus Einer Schulstudie Im Kanton Bern (Schweiz)” [Traditional Gender Roles and the Lower Educational Attainment of Boys. Quantitative and Qualitative Findings from a School Study in the Kanton Bern (Switzerland)]. Schweizerische Zeitschrift Für Soziologie 38: 375–400.
  • Hanushek, E. A., and L. Woesserman. 2011. The Economics of International Differences in Educational Achievement. Handbook of Economics of Education, 3 vols. Amsterdam: Elsevier, 89–200.
  • Hox, J. J. 2010. Multilevel Analysis: Techniques and Applications. 2nd ed. New York: Routledge, 63–68.
  • Jann, B. 2008. “The Blinder–Oaxaca Decomposition for Linear Regression Models.” The Stata Journal 8 (4): 453–479.
  • Konstantopoulos, S., W. Li, S. Miller, and A. van der Ploeg. 2019. “Using Quantile Regressionto Estimate InterventionEffects Beyond the Mean.” Educational and Psychological Measurement 79 (5): 883–919. doi:10.1177/001316441983732.
  • Koricich, A., X. Chen, and R. Hughes. 2018. “Understanding the Effects of Rurality and Socioeconomic Status on College Attendance and Institutional Choice in the United States.” The Review of Higher Education 41 (2): 281–305. doi:10.1353/rhe.2018.0004.
  • Kunje, D., E. Selemani-Meke, and K. Ogawa. 2009. “An Investigation of the Relationship between School and Pupil Characteristics and Achievement at the Basic Education Level in Malawi.” Journal of International Cooperation in Education 12 (1): 33–49.
  • Li, Z., and Z. Qiu. 2018. “How does Family Background Affect Children’s Educational Achievement? Evidence from Contemporary China.” The Journal of Chinese Sociology 5 (13): 1–21. doi:10.1186/s40711-018-0083-8.
  • Lounkaew, K. 2013. “Explaining Urban–Rural Differences in Educational Achievement in Thailand: Evidence from PISA Literacy Data.” Economics of Education Review 37 (2013): 213–225. doi:10.1016/j.econedurev.2013.
  • Mahuro, G. M., and N. Hungi. 2016. “Parental Participation Improves Student Academic Achievement: A Case of Iganga and Mayuge Districts in Uganda.” Cogent Education 3 (1): 1–12.
  • Makore, O. M., and S. H. Shukuru. 2017. “Academic Achievement of Students not Only Depends on the Process of Teaching and Learning but also Effectiveness of Staff Management.” Advances in Economics, Business and Management Research 45: 96–101.
  • Matingwina, O. 1993. Children's Lifeworlds: Gender, Welfare and Labour in the Developing World. London, England: Routledge.
  • Matingwina, T. 2018. “Health, Academic Achievement and School-Based Interventions.” Health and Academic Achievement, Blandina Bernal-Morales, Intech Open. doi:10.5772/intechopen.76431.
  • McDonough, P., R. Gildersleeve, and M. Jarsky. 2010. “The Golden Cage of Rural College Access: How Higher Education can Respond to the Rural Life.” In Rural Education for the Twenty-first Century: Identity, Place, and Community in a Globalizing World, edited by K. Schafft and A. Jackson, 175–210. University Park, PA: Pennsylvania State University Press.
  • Mohammed, M. B. 2017. “Measurement and Determinants of Urban Poverty in Case of Southern Nations, Nationalities, and Peoples’ Region (SNNPR), Ethiopia.” International Journal of Scientific and Research Publications 7 (3): 181–189.
  • Munawaroh. 2017. “The Influence of Teaching Methods and Learning Environment to the Student’s Learning Achievement of Craft and Entrepreneurship Subjects at Vocational High School.” International Journal of Environmental & Science Education 12 (4): 665–678.
  • Ogawa, K., and J. Wokadala. 2013. “Analysis on Equity Issues in Lower Secondary Education in East Uganda.” Hiroshima University CICE Series 2013: 111–140.
  • Poluha, E. 2007. An Annotated Bibliography on Children and Childhood in Ethiopia. Stockholm: Save the Children Sweden.
  • Ramos, R., J. C. Duque, and S. Nieto. 2016. “Decomposing the Rural-Urban Differential in Student Achievement in Colombia using PISA Microdata.” Estudios de Economía Aplicada 34 (2): 379–412. doi:10.25115/eae.v34i2.3044.
  • Rankin, K., D. Cameron, K. Ingraham, A. Mishra, J. Burke, M. Picon, J. Miranda, and A. Brown. 2015. Youth and Transferable Skills: An Evidence gap map, 3ie Evidence Gap Report 2. New Delhi: International Initiative for Impact Evaluation (3ie).
  • Rios-Avila, F. 2020. “Recentered Influence Functions (RIFs) in Stata: RIF Regression and RIF Decomposition.” The Stata Journal 20 (1): 51–94. doi:10.1177/1536867X20909690.
  • Rossiter, J., O. B. Azubuike, and C. Rolleston. 2017. Young Lives School Survey, 2016–17: Evidence from Ethiopia. Oxford: Young Lives. https://www.younglives.org.uk/sites/www.younglives.org.uk/files/YL-CountryReport-Ethiopia-Oct17.pdf.
  • Sandy, J., and K. Duncan. 2010. “Examining the Achievement Test Score gap between Urban and Suburban Students.” Education Economics 18 (3): 297–315. doi:10.1080/09645290903465713.
  • Sanfo, M. B. J. 2020. “A Three-level Hierarchical Linear Model Analysis of the Effect of School Principals’ Factors on Primary School Students’ Learning Achievements in Burkina Faso.” International Journal of Educational Research 100 (2000): 1–11.
  • Sikora, J., M. R. Evans, and J. Kelley. 2019. “Scholarly Culture: How Books in Adolescence Enhance Adult Literacy, Numeracy and Technology Skills in 31 Societies.” Social Science Research 77 (2019): 1–15.
  • Suhana, A., and A. Haryudin. 2017. “The Effects of Reading Habit Towards Students’ Reading Comprehension at Private Senior High School in Purwakarta.” Journal of English Language Teaching in Indonesia 5 (2): 57–70. doi:10.22460/eltin.v5i2.p57-70.
  • Sullivan, K., A. McConney, and L. B. Perry. 2018. “A Comparison of Rural Educational Disadvantage in Australia, Canada, and New Zealand Using OECD’s PISA.” Sage Open 8 (4): 1–12. doi:10.1177/2158244018805791.
  • Sullivan, K., L. B. Perry, and A. McConney. 2013. “How do School Resources and Academic Performance Differ Across Australia’s Rural, Regional and Metropolitan Communities?” Australian Educational Researcher 40: 353–372. doi:10.1007/s13384-013-0100-5.
  • Tassew, W., N. Jones, and Bekele Terefa. 2008. “The Invisibility of Children’s Paid and Unpaid Work. Implications for Ethiopia’s National Poverty Reduction Policy.” Childhood (Copenhagen, Denmark) 15 (2): 177–201. doi:10.1177/0907568207088421.
  • Tayyaba, S. 2012. “Rural-urban Gaps in Academic Achievement, Schooling Conditions, Student, and Teachers’ Characteristics in Pakistan.” International Journal of Educational Management 26 (1): 6–26.
  • Tesema, M. T., and J. Braeken. 2018. “Regional Inequalities and Gender Differences in Academic Achievement as a Function of Educational Opportunities: Evidence from Ethiopia.” International Journal of Educational Development 60 (2018): 51–59. doi:10.1016/j.ijedudev.2017.10.023.
  • Thomson, S. 2018. “Achievement at School and Socioeconomic Background – An Educational Perspective.” NPJ Science of Learning 3 (5): 1–2.
  • van Maarseveen, R. 2020. “The Urban Rural-Education gap: do Cities Indeed Make us Smarter?” CPB Discussion Paper, 1–48.
  • Woessmann, L. 2003. “Schooling Resources, Educational Institutions, and Student Performance: The International Evidence.” Oxford Bulletin of Economics and Statistics 65 (2): 117–170.
  • Woessmann, L. 2010. “Families, Schools, and Primary-school Learning: Evidence from Argentina and Colombia in an International Perspective.” Applied Economics 42 (21): 2645–2665.
  • Wokadala, J. 2016. “Examining Effects of School and Teacher Inputs on Productive Efficiency of Ugandan Primary Schools: A Stochastic Forntier Analysis.” Advances in Social Sciences Research Journal 3 (11): 93–105.
  • World Bank. 2018. World Development Report 2018: Learning to Realize Education’s Promise. Washington, DC: World Bank.
  • Xia, N. 2010. “Family Factors and Student Outcomes.” Doctoral dissertation, Pardee RAND.
  • Zhang, Y. 2006. “Urban-Rural Literacy Gaps in Sub-Saharan Africa: The Roles of Socioeconomic Status and School Quality.” Comparative Education Review 50 (4): 581–602. doi:10.1086/507056.

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