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Regional and Gender Disparities in Higher Education in Nepal: A Quantitative Case Study MD Faijan Raja; Suresh Kumar Sahani; Aniket Sahani; Bharat Kumar Sah
ALSYSTECH Journal of Education Technology Vol 4 No 3 (2026): ALSYSTECH Journal of Education Technology
Publisher : Lembaga Yasin AlSys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/alsystech.v4i3.12066

Abstract

National indicators of higher education participation can obscure substantial geographic and gender inequalities within education systems. This study quantifies provincial and gender-based disparities in Nepal’s higher education system using reproducible mathematical and statistical techniques applied to University Grants Commission Education Management Information System data and the 2021 national census. Regional disparities were assessed using access ratios based on location quotients, an enrollment–population Lorenz curve, the Gini coefficient, and the Index of Dissimilarity, while gender disparities were examined through the Gender Parity Index (GPI), progression patterns across educational levels, and discipline-specific representation. The findings show that students from Bagmati Province participate in higher education at approximately 2.2 times the rate predicted by the province’s population share. Madhesh Province, rather than Karnali Province, recorded the country’s lowest relative access ratio at 0.40, indicating participation 60% below proportional representation. The provincial Gini coefficient was 0.31, numerically close to Nepal’s income Gini coefficient of 0.33, while the Index of Dissimilarity indicated that approximately one quarter of enrollment would need to be redistributed statistically across provinces for enrollment shares to correspond with population shares. The Gini coefficient declined modestly from 0.35 in FY 2019/20 to 0.31 in FY 2021/22. Nationally, the tertiary GPI increased from 0.26 in 1983 to 1.30 in FY 2023/24, representing a shift from pronounced male advantage to female-majority enrollment. However, substantial pipeline attrition persisted: female representation declined from approximately 57% at enrollment to 41% at the master’s level, approximately 16% at the MPhil and PhD levels, and less than 8% among university faculty in the most recent available data. Female representation was also markedly lower in Engineering (24.4%) and Sanskrit studies (14.5%). These findings demonstrate that national gender parity coexists with vertical, disciplinary, and regional inequalities. The study provides a reproducible framework for diagnosing these disparities and identifies province-by-gender disaggregation as an essential data-transparency priority for evaluating compounded disadvantage and informing equitable higher education policy.
Higher Education Financing in Nepal: A Mathematical Analysis of Government Expenditure, Enrollment, and Educational Outcomes MD Faijan Raja; Suresh Kumar Sahani; Aniket Sahani
International Journal of Education, Management, and Technology Vol 4 No 3 (2026): International Journal of Education, Management, and Technology
Publisher : Darul Yasin Al Sys

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58578/ijemt.v4i3.12067

Abstract

Nepal’s higher education system has expanded substantially over the past decade, yet whether increased public financing has generated commensurate improvements in access and educational outcomes remains unclear. This study assesses the relationship among government expenditure, student enrollment, and institutional outcomes in Nepalese higher education. It applies growth-rate, expenditure-elasticity, dispersion, and ratio-based analyses to publicly available data from government sources, the University Grants Commission, the World Bank, and UNESCO. Enrollment increased by approximately 71%, from about 371,000 students in fiscal year (FY) 2016/17 to 633,053 in FY 2023/24, while nominal public financing for higher education institutions rose from NPR 9.3 billion in FY 2017/18 to NPR 17.5 billion in FY 2023/24. The estimated expenditure elasticity of enrollment ranges from 0.71 to 0.80, indicating that financing grew faster than enrollment and suggesting rising unit costs rather than proportional access expansion. Despite higher nominal expenditure, education spending declined from 4.77% to 3.69% of gross domestic product following its 2017 peak, a reduction of approximately 23%, and from 25.5% to 14.1% of total government expenditure since 2006, a decline of nearly 45%. Pass rates across constituent universities display substantial dispersion, with a coefficient of variation of approximately 31%; Tribhuvan University, the largest and most heavily subsidized institution, records the lowest completion outcomes, a pattern consistent with congestion associated with adverse student–faculty ratios. Moreover, annual household expenditure on overseas education, estimated at NPR 67 billion, is approximately 3.8 times the state’s expenditure on the entire domestic higher education system, indicating substantial private substitution toward foreign education. These findings reveal a divergence among nominal financing growth, budgetary prioritization, institutional performance, and public confidence in domestic higher education. The study contributes a quantitative framework for evaluating financing efficiency and identifies policy priorities concerning resource allocation, institutional capacity, and educational quality, while proposing a formal regression specification for future panel-data analysis when more granular annual data become available.