Balancing affordability with financial sustainability: The fare hike reflects Indian Railways' effort to gradually improve revenue without deterring ridership, preserving subsidies for passengers as a policy tool for social equity.

Targeted impact on long-distance travelers: By exempting short-distance and suburban fares from increases, policymakers aim to protect daily commuters and low-income passengers while adjusting fares primarily for longer journeys.