Two Wheels, Rs 1,044 a Month: How India Privatised the Daily Commute

India Didn't Fail to Build Public Transport. It Handed the Commute to Households.

The survey's headline figure is that only 9% of workers use public transport to get to work. Read alone, that sounds like a story about missing buses. The more revealing number is 42.6%, the share of workers who ride their own two-wheeler. Where the state did not provide a way to get to work, households bought one themselves and they keep paying for it every month.

The Bill Lands at Home

An urban worker spends Rs 1,044 a month getting to work, about 71% more than the rural worker's Rs 612. Consider who actually pays that figure. A delivery worker, a retail assistant or a factory hand on the edge of a city usually commutes on a bike bought on EMI.

That worker pays for fuel, maintenance and insurance and carries the risk on roads that were never designed for safe two-wheeler use. This cost behaves like a tax on taking a job that appears in no budget document. It is paid before the first rupee of wages is earned and it is paid whether the job is good or bad.

When the commute is expensive, a job that is farther away has to pay much more before it is worth taking. Workers then limit themselves to jobs they can reach cheaply, even when better-paying work exists across town. The 9% figure needs careful reading.

It measures public transport's share of work commutes and the bus and rail split behind it is reported for people who travel more than 1 km. The separate 5% figure for metro and suburban rail is measured on a different base, urban worker commutes only.

The two should not be compared directly. That 5% average also hides a lot of variation. Rail carries 20.7% of urban work trips in Maharashtra and 16.5% in West Bengal. Where the network exists, people use it.

Why Free Buses for Women Are a Labour-Market Policy

The survey's sharpest finding concerns gender. More than a fifth of urban women commute by bus, three times the share for men. In Keralam it is 46.8%, in Tamil Nadu 41.1%, in Karnataka 34.9% and in Telangana 28.9%.

Here is why that matters. Men have largely moved onto two-wheelers. Many women have not, whether because of cost, safety, household vehicle priorities or social norms. For them the bus fare is not one transport cost among several.

It is the cost of reaching work at all. Women's jobs are also more likely to be low-paid, so a fixed daily fare takes up a larger share of what they earn. When a woman decides whether a job is worth it, the fare can be the deciding factor.

Schemes such as Karnataka's Shakti and Telangana's Mahalakshmi remove that fare. Their economic effect is not a handout. They lower the fixed cost of working, which widens the range of jobs a woman can realistically take.

The survey's own report suggests its results appear to support these State decisions. Calling such schemes "freebies" puts them in the wrong category: they function as a wage-side subsidy delivered through the bus ticket.

There is a limit. A free ticket is worth something only where a bus actually runs on time and on the route a woman needs. Without enough buses, the scheme subsidises crowding.

The Exam Insight

The useful frame is not "public transport is low." It is who pays for mobility. India's mobility gap shows up as a household expense, a gender gap in who can travel and a constraint on the labour market, all at once.