Over and above: On the All India Survey on Higher Education (AISHE) data

📌 Summary:

• Context: AISHE 2023-24 shows the classroom gender gap has narrowed sharply as more women enter higher education
• Key data: female enrolment rose 42% in a decade (1.57 crore in 2014-15 to 2.24 crore); male enrolment grew only 22.16% (1.85 crore to 2.26 crore); total enrolment at a record 4.5 crore
• Women now form 49.7% of all students; Gender Parity Index is 1.08 (108 women per 100 men entering higher education)
• SC female enrolment up 51.4%, ST female enrolment up 75.7% over the decade
• Core argument: high enrolment is a "superficial veneer" if the pipeline to employment remains broken
• Structural gaps: women are 44% of STEM students but cluster in general sciences (54.6% in the "S"), while engineering/technology stays male-dominated (women only 31.1%) — isolating them from AI and software-engineering careers
• Institutions remain patriarchal: only 82 female teachers per 100 male teachers; women largely absent from top leadership; surge in enrolment coincided with low-tier private colleges facing faculty shortages and poor infrastructure
• Labour-market disconnect: Female Labour Force Participation stays low due to social expectations, domestic burdens and safety; 2025 PLFS shows men dominate regular salaried work (26.5% vs 18.2%) and earn more (₹24,217 vs ₹18,353 monthly); 64.2% of women are "self-employed", a vague category often masking unpaid household/farm labour
• Solution: policymakers, institutional heads and industry must ensure women stay in paid employment aligned with their degrees

🎯 UPSC Relevance: GS1 Society (women, education) and GS2 Governance — gender parity vs substantive equality; the gap between educational access and economic participation

📝 Prelims Facts:

• AISHE is conducted by the Ministry of Education
• Gender Parity Index (GPI) of 1.08 in higher education (2023-24)
• PLFS (Periodic Labour Force Survey) is released by NSO/MoSPI

🔑 Key Term: Gender Parity Index — ratio of female to male values of a given indicator; a GPI above 1 indicates female enrolment exceeds male