Urban Mobility Barriers and Opportunity Exclusion: Evidence from 40 Indian Cities

In the bustling cities of India, a person's ability to move from their home to a school, a workplace, or a hospital is not just about the distance they must travel. It is about whether the journey is possible at all. Researchers who study how people navigate their cities look at a concept called accessibility. This does not simply mean that a destination exists on a map; it means a person has the practical means to reach it. If a job is available but the cost of getting there is too high, or if the bus is so unsafe that a person refuses to ride it, that job is effectively out of reach. This gap between having an opportunity and being able to use it is known as transport-related social exclusion. It is a quiet barrier that can stop people from earning a living or learning a trade, not because they lack talent, but because the system of moving around the city fails them.

A new study involving forty Indian cities has brought this hidden barrier into sharp focus. The researchers, working with data from a massive survey of over fifty thousand people, asked a direct question: Did you ever turn down a job or a chance to study because getting there was too difficult? They found that among those who had a clear answer, about seven percent said yes. This is not a small number; it represents thousands of individuals who were effectively locked out of their own potential by the conditions of their daily commute. The study did not just count these rejections; it investigated the specific reasons behind them, revealing a landscape where safety, reliability, and cost collide to shape a person's life chances.

The survey asked people to identify the specific hurdles that made them say no to an opportunity. The answers painted a picture of a struggle that goes far beyond simple travel time. The most common reason cited was fear of petty crime or a general lack of personal safety, mentioned by nearly two-thirds of those who rejected an opportunity. Unreliable public transport, where buses or trains simply do not show up when needed, was the second most frequent barrier. Inadequate service availability, meaning there simply were not enough vehicles to go around, and the high cost of travel rounded out the top four obstacles. While long travel times were a concern for some, they were far less significant than the immediate threats of safety and the certainty of being able to make the trip.

When the researchers looked deeper into the numbers, a clear pattern emerged regarding the financial weight of travel. They calculated the burden of transport costs by comparing how much a person spent on travel against their total personal spending. This measure proved to be the most consistent predictor of whether someone would reject an opportunity. The higher the proportion of a person's money that went toward getting around, the more likely they were to turn down a job or a class. This finding suggests that even if a bus fare seems cheap in isolation, the cumulative cost of daily travel can become a crushing weight that forces people to stay home. In contrast, people who had access to their own vehicles or who used public transport regularly were less likely to face these rejections, suggesting that having a reliable way to move, regardless of the mode, provides a crucial buffer against exclusion.

The study also examined how these issues played out across different cities. The results varied wildly from one place to another. In some cities, the rate of reported exclusion was high, while in seventeen of the forty cities surveyed, no one reported turning down an opportunity. The researchers noted that this variation was so strong that it suggested the city itself was a major factor, though they cautioned that differences in how the survey was conducted might also play a role. They also looked at who was most affected. Women were less likely to report rejecting an opportunity than men, a finding the researchers explained by noting that women might be less likely to receive job offers in the first place due to broader social constraints, rather than being more protected from transport issues. Conversely, transgender and non-binary respondents reported higher rates of rejection, highlighting a specific vulnerability within the urban transport system.

Perhaps the most surprising aspect of the findings was what did not matter as much as expected. The researchers had hypothesized that the perceived distance to a destination or the general feeling of accessibility would be the main drivers of exclusion. However, once they accounted for the cost of travel and the reliability of the service, these factors lost their statistical significance. This suggests that a person might feel a place is accessible, but if the cost of getting there is too high or the service is too unreliable, that feeling of accessibility becomes irrelevant. The study also found that while people often complained about the comfort of their ride or the condition of the roads, these factors were not the primary reasons for turning down opportunities in the final analysis. The decision to stay home was driven by the hard realities of safety and the wallet.

The implications of these findings point toward a need for a shift in how cities plan for movement. The study suggests that simply building more roads or adding more buses is not enough if the cost of using them remains a barrier for the poorest residents. Interventions that lower the financial burden, such as fare caps or targeted subsidies, could have a direct impact on who gets to work and who gets to learn. Similarly, addressing the fear of crime and the unreliability of schedules is not just a matter of comfort; it is a matter of economic inclusion. The researchers concluded that for a city to truly function, it must ensure that the journey from home to opportunity is not just possible in theory, but affordable, safe, and reliable in practice. Without these conditions, the opportunities that exist within a city remain locked away for those who cannot afford the key.