UPSC Aspirants: The Hidden Cost of a Dream
Year: 2025
Type: article
Abstract: Each year, millions of educated Indian youth invest 2–6 years preparing for the UPSC Civil Services Examination, but fewer than 0.2% succeed. This white paper investigates the opportunity cost of prolonged preparation, using data from TNPSC, ClearIAS, and Azim Premji University, and estimates an annual national loss of ₹12,187 crore due to foregone income and productivity. Key Findings Average Time Invested: 3–4 years; average success after 3.6 attempts Economic Cost per Aspirant: ₹8–15 lakh in lost income and coaching expenses Total Deadweight Loss: ₹12,187 crore annually (~0.046% of GDP) High-Risk Low-Reward Path: <1% selection rate with steep psychological and financial costs Systemic Inequality: Coaching access, English-medium bias, and family income levels reinforce privilege (Bourdieu’s Capital Theory)
Author: Kant Millan, Shashi
Institution: Indian Institute of Management Lucknow
Language: English
Subfield: Demography
Field: Social Sciences
Domain: Social Sciences
Open Access status: green
OpenAlex ID: W6893328378
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