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

📌 Summary:

• Context: AISHE 2023-24 data show a record 4.5 crore total higher-education enrolment; female enrolment rose 42% over the decade (1.57 crore in 2014-15 to 2.24 crore), outpacing male growth of 22.16%

• Core argument: Rising female enrolment is a hard-won gain, but high numbers are a superficial veneer if the pipeline to employment beyond college remains broken

• Key data: Women are now 49.7% of students; Gender Parity Index of 1.08 (108 women per 100 men); female enrolment among SCs rose 51.4% and among STs 75.7%

• Structural gaps (causal chain): (1) Women cluster in general sciences (54.6%) but are only 31.1% in engineering/technology, isolating them from AI and software-driven growth; (2) faculty remains skewed — 82 female teachers per 100 male, few in top leadership; (3) enrolment surge coincides with low-tier private colleges facing faculty shortages and poor infrastructure; (4) a disconnect between higher education and the formal job market

• Labour-market evidence: Per PLFS 2025, 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 fruitful paid employment aligned to their degrees — targeting STEM diversification, female faculty leadership, and safe, enabling workplaces

🎯 UPSC Relevance: GS1 (women, society) and GS2 (education, social justice) — gender parity in education vs. persistent labour-market inequality

📝 Prelims Facts:

• AISHE is conducted by the Ministry of Education; GPI above 1 means more women than men enrolled

• PLFS (Periodic Labour Force Survey) is conducted by the NSO under MoSPI

🔑 Key Term: Gender Parity Index (GPI) — ratio of female to male enrolment; a value above 1 indicates female enrolment exceeds male